Andrzej Cichocki

671 papers A* 8A 3B 13C 21Misc 56Journal 384Unranked 182

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A New Tensor Network: Tubal Tensor Train and Its Applications. CoRR Salman Ahmadi-Asl, Valentin Leplat, Anh Huy Phan, Andrzej Cichocki
2026	J	`jnl`	A Transfer Learning SSVEP Decoding Algorithm Calibrated With Single-Trial Data. IEEE Trans. Neural Networks Learn. Syst. Jing Jin, Ke Qin, Brendan Z. Allison, Shurui Li, Yutao Zhang, Xingyu Wang, Andrzej Cichocki
2026	J	`jnl`	Adaptive knowledge selection in dialogue systems: Accommodating diverse knowledge types, requirements, and generation models. Neural Networks Yao Zhang, Lang Qin, Zhongtian Bao, Hongru Liang, Jun Wang, Zhenglu Yang, Zhe Sun, Andrzej Cichocki
2026	J	`jnl`	Collaborated With Hallucination: Enhancing Egocentric Grounded Question Answering via Error Demonstrations. IEEE Trans. Image Process. Shenshen Li, Xing Xu, Fumin Shen, Zhe Sun, Andrzej Cichocki, Heng Tao Shen
2026	J	`jnl`	Factually Consistent Prompting with LLMs for Cross-Lingual Dialogue Summarization. Comput. Zhongtian Bao, Wenjian Ding, Yao Zhang, Jun Wang, Zhe Sun, Andrzej Cichocki, Zhenglu Yang
2026	J	`jnl`	Group Entropies and Mirror Duality: A Class of Flexible Mirror Descent Updates for Machine Learning. CoRR Andrzej Cichocki, Piergiulio Tempesta
2026	J	`jnl`	Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition. IEEE Intell. Syst. Ashish Jha, Dmitrii Ermilov, Anh Huy Phan, Konstantin Sobolev, Salman Ahmadi-Asl, Naveed Ahmed, Imran Junejo, Zaher Al Aghbari, Thar Baker, Ahmed M. Khedr, Andrzej Cichocki
2026	J	`jnl`	Multiscale Pooling Spatial-Temporal Attention Network: Elevating Cross Session and Small Sample Decoding in Motor Imagery Brain-Computer Interfaces. IEEE Trans. Syst. Man Cybern. Syst. Weijie Chen, Ian Daly, Yixin Chen, Xiao Wu, Xinjie He, Xingyu Wang, Andrzej Cichocki, Jing Jin
2026	J	`jnl`	Prediction Consistency and Confidence-Based Proxy Domain Construction for Privacy-Preserving in Cross-Subject EEG Classification. IEEE J. Biomed. Health Informatics Yong Peng, Jiangchuan Liu, Honggang Liu, Natasha M. J. Padfield, Junhua Li, Wanzeng Kong, Bao-Liang Lu, Andrzej Cichocki
2025	J	`jnl`	A Growing Bubble Speller Paradigm for Brain-Computer Interface Based on Event-Related Potentials. IEEE Trans. Biomed. Eng. Jing Jin, Xueqing Zhao, Ian Daly, Shurui Li, Xingyu Wang, Andrzej Cichocki, Tzyy-Ping Jung
2025	J	`jnl`	Adaptive Feature-Weighted Local-Global Clustering. IEEE Signal Process. Lett. Mimi Jin, Yiyan Wang, Yong Peng, Feiping Nie, Andrzej Cichocki
2025	J	`jnl`	An Interpretable Regression Method for Upper Limb Motion Trajectories Detection With EEG Signals. IEEE Trans. Biomed. Eng. Miao Tian, Shurui Li, Ren Xu, Andrzej Cichocki, Jing Jin
2025	J	`jnl`	AnoOnly: Semi-supervised anomaly detection with the only loss on anomalies. Expert Syst. Appl. Yixuan Zhou, Peiyu Yang, Yi Qu, Xing Xu, Zhe Sun, Andrzej Cichocki
2025	J	`jnl`	CSCLN-DDTE: Cross subject contrastive learning network with domain diversity and templates enhancement for SSVEP-BCI frequency recognition. Knowl. Based Syst. Xinjie He, Ren Xu, Andrew Ty Lau, Xiao Wu, Yixin Chen, Weijie Chen, Xingyu Wang, Andrzej Cichocki, Jing Jin
2025	J	`jnl`	CoAdapt: Collaborative Adaptation Between Latent EEG Feature Representation and Annotation for Emotion Decoding. IEEE Trans. Instrum. Meas. Xiaoxiao Gong, Yuxin Chen, Pengfei Zhang, Yong Peng, Jinglong Fang, Andrzej Cichocki
2025	J	`jnl`	Correction to: A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. J. Sci. Comput. Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki
2025	J	`jnl`	Cross-Stimulus Transfer Learning Framework Using Common Period Repetition Components for Fast Calibration of SSVEP-Based BCIs. IEEE Internet Things J. Jing Jin, Xinjie He, Ren Xu, Ruiyu Zhao, Xin Long, Xingyu Wang, Andrzej Cichocki
2025	J	`jnl`	Dual branch neural network with dynamic learning mechanism for P300-based brain-computer interfaces. Neural Networks Shurui Li, Ren Xu, Xingyu Wang, Andrzej Cichocki, Jing Jin
2025	J	`jnl`	Dual-Brain EEG Decoding for Target Detection via Joint Learning in Shared and Private Spaces. IEEE Signal Process. Lett. Bingfeng He, Li Zhu, Junhua Li, Andrzej Cichocki, Wanzeng Kong
2025	J	`jnl`	Effective feature-sample co-clustering by adaptive feature-sample co-weighting. Inf. Sci. Yiyan Wang, Mimi Jin, Yuxin Chen, Yong Peng, Ziyue Yang, Feiping Nie, Andrzej Cichocki, Wanzeng Kong
2025	Misc	`conf`	Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model. ICASSP Haoran Li, Zhibo Zhang, Yuchen Li, Xiaoli Gong, Jin Zhang, Tingjuan Lu, Jin Zhou, Zhe Sun, Andrzej Cichocki
2025	J	`jnl`	Fine-grained Semantic Disentanglement Network for Multimodal Sarcasm Analysis. ACM Trans. Multim. Comput. Commun. Appl. Jiajia Tang, Binbin Ni, Feiwei Zhou, Dongjun Liu, Yu Ding, Yong Peng, Andrzej Cichocki, Qibin Zhao, Wanzeng Kong
2025	J	`jnl`	FlexFusionNet: An Inception and Residual Fusion-Based Method for Cross-Subject SSVEP Classification in BCI for Enhanced IoT Applications. IEEE Internet Things J. Yixin Chen, Brendan Z. Allison, Xinjie He, Andrew Ty Lau, Xingyu Wang, Andrzej Cichocki, Jing Jin
2025	J	`jnl`	Generalized Exponentiated Gradient Algorithms Using the Euler Two-Parameter Logarithm. CoRR Andrzej Cichocki
2025	J	`jnl`	Imagined Speech Decoding by Learning Consensus Graph From RKHS-Based Multi-View EEG Features. IEEE Signal Process. Lett. Zhenye Zhao, Yong Peng, Kenneth P. Camilleri, Wanzeng Kong, Andrzej Cichocki
2025	B	`conf`	MPFDAN: Multi-Perspective Feature Dynamic Adaptation Network for Domain Adaptive Object Detection. IJCNN Hang Yang, Ke Liu, Wenchao Weng, Weichen Dai, Andrzej Cichocki, Wanzeng Kong
2025	J	`jnl`	Mirror Descent Using the Tempesta Generalized Multi-parametric Logarithms. CoRR Andrzej Cichocki
2025	J	`jnl`	Mirror Descent and Exponentiated Gradient Algorithms Using Trace-Form Entropies. Entropy Andrzej Cichocki, Toshihisa Tanaka, Frank Nielsen, Sergio Cruces
2025	J	`jnl`	Mirror Descent and Novel Exponentiated Gradient Algorithms Using Trace-Form Entropies and Deformed Logarithms. CoRR Andrzej Cichocki, Toshihisa Tanaka, Sergio Cruces
2025	J	`jnl`	Multi-Scale Pyramid Squeeze Attention Similarity Optimization Classification Neural Network for ERP Detection. Neural Networks Ruitian Xu, Brendan Z. Allison, Xueqing Zhao, Wei Liang, Xingyu Wang, Andrzej Cichocki, Jing Jin
2025	J	`jnl`	Multiscale Spatial-Temporal Feature Fusion Neural Network for Motor Imagery Brain-Computer Interfaces. IEEE J. Biomed. Health Informatics Jing Jin, Weijie Chen, Ren Xu, Wei Liang, Xiao Wu, Xinjie He, Xingyu Wang, Andrzej Cichocki
2025	J	`jnl`	Nonnegative Tensor Decomposition via Collaborative Neurodynamic Optimization. SIAM J. Sci. Comput. Salman Ahmadi-Asl, Valentin Leplat, Anh Huy Phan, Andrzej Cichocki
2025	J	`jnl`	Reinforcement Learning Decoding Method of Multi-User EEG Shared Information Based on Mutual Information Mechanism. IEEE J. Biomed. Health Informatics Jinhao Zhang, Li Zhu, Wanzeng Kong, Jianhai Zhang, Jianting Cao, Andrzej Cichocki
2025	J	`jnl`	Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning. IEEE Trans. Neural Networks Learn. Syst. Xun Jiang, Xing Xu, Liqing Zhu, Zhe Sun, Andrzej Cichocki, Heng Tao Shen
2025	J	`jnl`	SecNet: A second order neural network for MI-EEG. Inf. Process. Manag. Wei Liang, Brendan Z. Allison, Ren Xu, Xinjie He, Xingyu Wang, Andrzej Cichocki, Jing Jin
2025	Misc	`conf`	So Far Yet So Near: Time Series Data Augmentation with Exploring non-Semantic Boundaries based on Reinforcement Learning. ICASSP Haoran Li, Zhibo Zhang, Jiarong Kang, Xun Jiang, Xiaoli Gong, Jin Zhang, Zhe Sun, Andrzej Cichocki
2025	J	`jnl`	Spontaneous Spatial Cognition Emerges during Egocentric Video Viewing through Non-invasive BCI. CoRR Weichen Dai, Yuxuan Huang, Li Zhu, Dongjun Liu, Yu Zhang, Qibin Zhao, Andrzej Cichocki, Fabio Babiloni, Ke Li, Jianyu Qiu, Gangyong Jia, Wanzeng Kong, Qing Wu
2025	J	`jnl`	Squeeze and Excitation-Based Multiscale CNN for Classification of Steady-State Visual Evoked Potentials. IEEE Internet Things J. Jing Jin, Xiao Wu, Ian Daly, Weijie Chen, Xinjie He, Xingyu Wang, Andrzej Cichocki
2025	J	`jnl`	Tensor-Train networks for learning predictive modeling of multidimensional data. Neurocomputing Michele Nazareth da Costa, Romis Attux, Andrzej Cichocki, João M. T. Romano
2025	J	`jnl`	VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. IEEE Trans. Multim. Yixuan Zhou, Xing Xu, Zhe Sun, Jingkuan Song, Andrzej Cichocki, Heng Tao Shen
2024	J	`jnl`	1-Bit Tensor Completion via Max-and-Nuclear-Norm Composite Optimization. IEEE Trans. Signal Process. Wenfei Cao, Xia Chen, Shoucheng Yan, Zeyue Zhou, Andrzej Cichocki
2024	J	`jnl`	A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. J. Sci. Comput. Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki
2024	J	`jnl`	A Survey of Neurodynamic Optimization. IEEE Trans. Emerg. Top. Comput. Intell. Youshen Xia, Qingshan Liu, Jun Wang, Andrzej Cichocki
2024	J	`jnl`	A Time-Local Transformation Steady-State Visual Evoked Potentials Recognition Framework Combined With Filter Banks. IEEE Trans. Instrum. Meas. Ke Qin, Ren Xu, Xinjie He, Yutao Zhang, Xingyu Wang, Andrzej Cichocki, Jing Jin
2024	C	`conf`	An EEG-based Decoding Method for Motor Imagery Intentions in Mixed-Subject Settings with Adversarial Disentanglement. CW Tianyi Zhao, Li Zhu, Lei Jin, Jiazheng Zhang, Chengrui Chen, Jianhai Zhang, Andrzej Cichocki, Jianghan Yan, Wanzeng Kong
2024	J	`jnl`	Corrections to "Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)". IEEE Access Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets
2024	J	`jnl`	Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval. ACM Trans. Multim. Comput. Commun. Appl. Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Zhe Sun, Andrzej Cichocki
2024	J	`jnl`	Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. IEEE Access Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
2024	J	`jnl`	Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. CoRR Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
2024	Misc	`conf`	Granger Connectivity Analysis as a Block-Term Tensor Regression for eSport Players. ICASSP Airat Kotliar-Shapirov, Sergei Gostilovich, Anastasia Sozykina, Anh Huy Phan, Andrzej Cichocki
2024	J	`jnl`	Inter-participant transfer learning with attention based domain adversarial training for P300 detection. Neural Networks Shurui Li, Ian Daly, Cuntai Guan, Andrzej Cichocki, Jing Jin
2024	J	`jnl`	Leveraging Spatiotemporal Estimation for Online Adaptive Steady-State Visual Evoked Potential Recognition. IEEE Trans. Cogn. Dev. Syst. Jing Jin, Xinjie He, Brendan Z. Allison, Ke Qin, Xingyu Wang, Andrzej Cichocki
2024	J	`jnl`	Leveraging Transfer Superposition Theory for Stable-State Visual Evoked Potential Cross-Subject Frequency Recognition. IEEE Trans. Biomed. Eng. Xinjie He, Brendan Z. Allison, Ke Qin, Wei Liang, Xingyu Wang, Andrzej Cichocki, Jing Jin
2024	J	`jnl`	MOCNN: A Multiscale Deep Convolutional Neural Network for ERP-Based Brain-Computer Interfaces. IEEE Trans. Cybern. Jing Jin, Ruitian Xu, Ian Daly, Xueqing Zhao, Xingyu Wang, Andrzej Cichocki
2024	J	`jnl`	Nonnegative Tensor Decomposition Via Collaborative Neurodynamic Optimization. CoRR Salman Ahmadi-Asl, Valentin Leplat, Anh Huy Phan, Andrzej Cichocki
2024	J	`jnl`	Quantization Aware Factorization for Deep Neural Network Compression. J. Artif. Intell. Res. Daria Cherniuk, Stanislav Abukhovich, Anh Huy Phan, Ivan V. Oseledets, Andrzej Cichocki, Julia Gusak
2024	J	`jnl`	Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection. Adv. Comput. Math. Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
2024	J	`jnl`	VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. CoRR Yixuan Zhou, Xing Xu, Zhe Sun, Jingkuan Song, Andrzej Cichocki, Heng Tao Shen
2023	J	`jnl`	Adaptive Cross Tubal Tensor Approximation. CoRR Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Anastasia Sozykina, Zaher Al Aghbari, Jun Wang, Ivan V. Oseledets
2023	J	`jnl`	Bicriteria Sparse Nonnegative Matrix Factorization via Two-Timescale Duplex Neurodynamic Optimization. IEEE Trans. Neural Networks Learn. Syst. Hangjun Che, Jun Wang, Andrzej Cichocki
2023	—	`conf`	Fast Adaptive Cross Tubal Tensor Approximation. SSP Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Ashish Jha, Anastasia Sozykina, Jun Wang, Ivan V. Oseledets
2023	J	`jnl`	Fast cross tensor approximation for image and video completion. Signal Process. Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Ivan V. Oseledets, Jun Wang
2023	J	`jnl`	Image Reconstruction using Superpixel Clustering and Tensor Completion. CoRR Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki
2023	J	`jnl`	Image reconstruction using superpixel clustering and tensor completion. Signal Process. Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki
2023	J	`jnl`	Joint EEG Feature Transfer and Semisupervised Cross-Subject Emotion Recognition. IEEE Trans. Ind. Informatics Yong Peng, Honggang Liu, Wanzeng Kong, Feiping Nie, Bao-Liang Lu, Andrzej Cichocki
2023	J	`jnl`	Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition. CoRR Ashish Jha, Dimitrii Ermilov, Konstantin Sobolev, Anh Huy Phan, Salman Ahmadi-Asl, Naveed Ahmed, Imran N. Junejo, Zaher Al Aghbari, Thar Baker, Ahmed Mohamed Khedr, Andrzej Cichocki
2023	J	`jnl`	Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation. CoRR Farnaz Sedighin, Andrzej Cichocki, Hossein Rabbani
2023	J	`jnl`	Quantization Aware Factorization for Deep Neural Network Compression. CoRR Daria Cherniuk, Stanislav Abukhovich, Anh Huy Phan, Ivan V. Oseledets, Andrzej Cichocki, Julia Gusak
2023	J	`jnl`	Robust Low-Tubal-rank tensor recovery Using Discrete Empirical Interpolation Method with Optimized Slice/Feature Selection. CoRR Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
2023	J	`jnl`	Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection. IEEE Trans. Neural Networks Learn. Syst. Jing Jin, Zhiqiang Wang, Ren Xu, Chang Liu, Xingyu Wang, Andrzej Cichocki
2022	J	`jnl`	Cross Tensor Approximation for Image and Video Completion. CoRR Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Jun Wang
2022	J	`jnl`	Data augmentation for Convolutional LSTM based brain computer interface system. Appl. Soft Comput. Kahoko Takahashi, Zhe Sun, Jordi Solé-Casals, Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Hui-Hai Zhao, Shangkun Deng, Ruggero Micheletto
2022	J	`jnl`	Deep Learning in EEG: Advance of the Last Ten-Year Critical Period. IEEE Trans. Cogn. Dev. Syst. Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li
2022	J	`jnl`	Efficient Spatial Filters Enhance SSVEP Target Recognition Based on Task-Related Component Analysis. IEEE Trans. Cogn. Dev. Syst. Zhiqiang Wang, Jing Jin, Ren Xu, Chang Liu, Xingyu Wang, Andrzej Cichocki
2022	J	`jnl`	GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. Yong Peng, Feiwei Qin, Wanzeng Kong, Yuan Ge, Feiping Nie, Andrzej Cichocki
2022	J	`jnl`	How to Train Unstable Looped Tensor Network. CoRR Anh-Huy Phan, Konstantin Sobolev, Dmitry Ermilov, Igor Vorona, Nikolay Kozyrskiy, Petr Tichavský, Andrzej Cichocki
2022	J	`jnl`	Improving EEG Decoding via Clustering-Based Multitask Feature Learning. IEEE Trans. Neural Networks Learn. Syst. Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki
2022	J	`jnl`	Joint Feature Adaptation and Graph Adaptive Label Propagation for Cross-Subject Emotion Recognition From EEG Signals. IEEE Trans. Affect. Comput. Yong Peng, Wenjuan Wang, Wanzeng Kong, Feiping Nie, Bao-Liang Lu, Andrzej Cichocki
2022	J	`jnl`	Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior. IEEE Trans. Neural Networks Learn. Syst. Tatsuya Yokota, Hidekata Hontani, Qibin Zhao, Andrzej Cichocki
2022	J	`jnl`	Multikernel Capsule Network for Schizophrenia Identification. IEEE Trans. Cybern. Tian Wang, Anastasios Bezerianos, Andrzej Cichocki, Junhua Li
2022	J	`jnl`	S IEEE Trans. Instrum. Meas. Yong Peng, Yikai Zhang, Wanzeng Kong, Feiping Nie, Bao-Liang Lu, Andrzej Cichocki
2022	J	`jnl`	Sparse signal reconstruction via collaborative neurodynamic optimization. Neural Networks Hangjun Che, Jun Wang, Andrzej Cichocki
2022	J	`jnl`	TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. CoRR Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets
2021	J	`jnl`	Adaptive Rank Selection for Tensor Ring Decomposition. IEEE J. Sel. Top. Signal Process. Farnaz Sedighin, Andrzej Cichocki, Anh-Huy Phan
2021	J	`jnl`	BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification. Sensors Aurélien Appriou, Léa Pillette, David Trocellier, Dan Dutartre, Andrzej Cichocki, Fabien Lotte
2021	—	`conf`	CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network. ACL/IJCNLP (1) Jiajia Tang, Kang Li, Xuanyu Jin, Andrzej Cichocki, Qibin Zhao, Wanzeng Kong
2021	Misc	`conf`	Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices. ICASSP Anh-Huy Phan, Petr Tichavský, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Andrzej Cichocki
2021	J	`jnl`	Canonical polyadic decomposition (CPD) of big tensors with low multilinear rank. Multim. Tools Appl. Yichun Qiu, Guoxu Zhou, Yu Zhang, Andrzej Cichocki
2021	J	`jnl`	Cross Tensor Approximation Methods for Compression and Dimensionality Reduction. IEEE Access Salman Ahmadi-Asl, Cesar F. Caiafa, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets, Jun Wang
2021	—	`conf`	Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint. ACL/IJCNLP (Findings) Igor Vorona, Anh-Huy Phan, Alexander Panchenko, Andrzej Cichocki
2021	J	`jnl`	Effects of Skin Friction on Tactile P300 Brain-Computer Interface Performance. Comput. Intell. Neurosci. Ying Mao, Jing Jin, Shurui Li, Yangyang Miao, Andrzej Cichocki
2021	J	`jnl`	Feature Selection Combining Filter and Wrapper Methods for Motor-Imagery Based Brain-Computer Interfaces. Int. J. Neural Syst. Hao Sun, Jing Jin, Ren Xu, Andrzej Cichocki
2021	J	`jnl`	Future Trends for Human-AI Collaboration: A Comprehensive Taxonomy of AI/AGI Using Multiple Intelligences and Learning Styles. Comput. Intell. Neurosci. Andrzej Cichocki, Alexander P. Kuleshov
2021	J	`jnl`	Image Completion in Embedded Space Using Multistage Tensor Ring Decomposition. Frontiers Artif. Intell. Farnaz Sedighin, Andrzej Cichocki
2021	J	`jnl`	Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory. IEEE Trans. Neural Networks Learn. Syst. Jing Jin, Ruocheng Xiao, Ian Daly, Yangyang Miao, Xingyu Wang, Andrzej Cichocki
2021	J	`jnl`	Krylov-Levenberg-Marquardt Algorithm for Structured Tucker Tensor Decompositions. IEEE J. Sel. Top. Signal Process. Petr Tichavský, Anh-Huy Phan, Andrzej Cichocki
2021	J	`jnl`	L3C-Stereo: Lossless Compression for Stereo Images. CoRR Zihao Huang, Zhe Sun, Feng Duan, Andrzej Cichocki, Peiying Ruan, Chao Li
2021	J	`jnl`	Matrix and tensor completion using tensor ring decomposition with sparse representation. Mach. Learn. Sci. Technol. Maame G. Asante-Mensah, Salman Ahmadi-Asl, Andrzej Cichocki
2021	J	`jnl`	Meta-Solver for Neural Ordinary Differential Equations. CoRR Julia Gusak, Alexandr Katrutsa, Talgat Daulbaev, Andrzej Cichocki, Ivan V. Oseledets
2021	J	`jnl`	Optimization of Model Training Based on Iterative Minimum Covariance Determinant In Motor-Imagery BCI. Int. J. Neural Syst. Jing Jin, Hua Fang, Ian Daly, Ruocheng Xiao, Yangyang Miao, Xingyu Wang, Andrzej Cichocki
2021	J	`jnl`	Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD). IEEE Access Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets
2021	J	`jnl`	Randomized algorithms for fast computation of low rank tensor ring model. Mach. Learn. Sci. Technol. Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Maame G. Asante-Mensah, Mirfarid Musavian Ghazani, Toshihisa Tanaka, Ivan V. Oseledets
2021	J	`jnl`	Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining. IEEE Trans. Instrum. Meas. Yong Peng, Wanzeng Kong, Feiwei Qin, Feiping Nie, Jinglong Fang, Bao-Liang Lu, Andrzej Cichocki
2021	—	`conf`	Tactical Jupiter: Dynamic Scheduling of Dispersed Computations in Tactical MANETs. MILCOM Alexander Poylisher, Andrzej Cichocki, Katherine Guo, James Hunziker, Latha A. Kant, Bhaskar Krishnamachari, Salman Avestimehr, Murali Annavaram
2021	J	`jnl`	Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data. CoRR Michele Nazareth da Costa, Romis Attux, Andrzej Cichocki, João M. T. Romano
2021	J	`jnl`	The Influence of Visual Attention on The Performance of A Novel Tactile P300 Brain-Computer Interface with Cheeks-Stim Paradigm. Int. J. Neural Syst. Ying Mao, Jing Jin, Ren Xu, Shurui Li, Yangyang Miao, Andrzej Cichocki
2021	J	`jnl`	WLnet: Towards an Approach for Robust Workload Estimation Based on Shallow Neural Networks. IEEE Access Zhe Sun, Binghua Li, Feng Duan, Hao Jia, Shan Wang, Yu Liu, Andrzej Cichocki, Cesar F. Caiafa, Jordi Solé-Casals
2020	J	`jnl`	A joint optimization framework to semi-supervised RVFL and ELM networks for efficient data classification. Appl. Soft Comput. Yong Peng, Qingxi Li, Wanzeng Kong, Feiwei Qin, Jianhai Zhang, Andrzej Cichocki
2020	A*	`conf`	Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. AAAI Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng
2020	J	`jnl`	Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. CoRR Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng
2020	J	`jnl`	Deep Learning in EEG: Advance of the Last Ten-Year Critical Period. CoRR Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li
2020	J	`jnl`	EEG-based approach for recognizing human social emotion perception. Adv. Eng. Informatics Li Zhu, Chongwei Su, Jianhai Zhang, Gaochao Cui, Andrzej Cichocki, Changle Zhou, Junhua Li
2020	J	`jnl`	Effects of Visual Attention on Tactile P300 BCI. Comput. Intell. Neurosci. Zongmei Chen, Jing Jin, Ian Daly, Cili Zuo, Xingyu Wang, Andrzej Cichocki
2020	J	`jnl`	Efficient representations of EEG signals for SSVEP frequency recognition based on deep multiset CCA. Neurocomputing Qianqian Liu, Yong Jiao, Yangyang Miao, Cili Zuo, Xingyu Wang, Andrzej Cichocki, Jing Jin
2020	J	`jnl`	Face Representations via Tensorfaces of Various Complexities. Neural Comput. Sidney R. Lehky, Anh Huy Phan, Andrzej Cichocki, Keiji Tanaka
2020	J	`jnl`	Improving EEG Decoding via Clustering-based Multi-task Feature Learning. CoRR Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki
2020	J	`jnl`	Interpolated Adjoint Method for Neural ODEs. CoRR Talgat Daulbaev, Alexandr Katrutsa, Larisa Markeeva, Julia Gusak, Andrzej Cichocki, Ivan V. Oseledets
2020	A*	`conf`	Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs. NeurIPS Talgat Daulbaev, Alexandr Katrutsa, Larisa Markeeva, Julia Gusak, Andrzej Cichocki, Ivan V. Oseledets
2020	Misc	`conf`	Joint Semi-Supervised Feature Auto-Weighting and Classification Model for EEG-Based Cross-Subject Sleep Quality Evaluation. ICASSP Yong Peng, Qingxi Li, Wanzeng Kong, Jianhai Zhang, Bao-Liang Lu, Andrzej Cichocki
2020	J	`jnl`	Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction. IEEE Signal Process. Lett. Farnaz Sedighin, Andrzej Cichocki, Tatsuya Yokota, Qiquan Shi
2020	J	`jnl`	On Multiple Intelligences and Learning Styles for Artificial Intelligence Systems: Future Research Trends in AI with a Human Face? CoRR Andrzej Cichocki
2020	J	`jnl`	Quadratic programming over ellipsoids with applications to constrained linear regression and tensor decomposition. Neural Comput. Appl. Anh-Huy Phan, Masao Yamagishi, Danilo P. Mandic, Andrzej Cichocki
2020	J	`jnl`	Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD). CoRR Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Stanislav Abukhovich, Toshihisa Tanaka
2020	—	`conf`	Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network. ECCV (29) Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
2020	J	`jnl`	Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network. CoRR Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
2020	J	`jnl`	Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. IEEE Trans. Neural Networks Learn. Syst. Anh-Huy Phan, Andrzej Cichocki, Ivan V. Oseledets, Giuseppe Giovanni Calvi, Salman Ahmadi-Asl, Danilo P. Mandic
2020	J	`jnl`	Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation. IEEE Trans. Neural Networks Learn. Syst. Anh-Huy Phan, Andrzej Cichocki, André Uschmajew, Petr Tichavský, George Luta, Danilo P. Mandic
2020	J	`jnl`	Towards Understanding Normalization in Neural ODEs. CoRR Julia Gusak, Larisa Markeeva, Talgat Daulbaev, Alexandr Katrutsa, Andrzej Cichocki, Ivan V. Oseledets
2020	J	`jnl`	Using Reinforcement Learning in the Algorithmic Trading Problem. CoRR Evgeny Ponomarev, Ivan V. Oseledets, Andrzej Cichocki
2020	Misc	`conf`	Weighted Krylov-Levenberg-Marquardt Method for Canonical Polyadic Tensor Decomposition. ICASSP Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
2019	J	`jnl`	A Hybrid System for Distinguishing between Brain Death and Coma Using Diverse EEG Features. Sensors Li Zhu, Gaochao Cui, Jianting Cao, Andrzej Cichocki, Jianhai Zhang, Changle Zhou
2019	J	`jnl`	A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals. IEEE Access Zhiwen Zhang, Feng Duan, Jordi Solé-Casals, Josep Dinarès-Ferran, Andrzej Cichocki, Zhenglu Yang, Zhe Sun
2019	J	`jnl`	An Optimized Channel Selection Method Based on Multifrequency CSP-Rank for Motor Imagery-Based BCI System. Comput. Intell. Neurosci. Jiankui Feng, Jing Jin, Ian Daly, Jiale Zhou, Yugang Niu, Xingyu Wang, Andrzej Cichocki
2019	—	`conf`	Automated Multi-Stage Compression of Neural Networks. ICCV Workshops Julia Gusak, Maksym Kholyavchenko, Evgeny Ponomarev, Larisa Markeeva, Philip Blagoveschensky, Andrzej Cichocki, Ivan V. Oseledets
2019	J	`jnl`	Correlation-based channel selection and regularized feature optimization for MI-based BCI. Neural Networks Jing Jin, Yangyang Miao, Ian Daly, Cili Zuo, Dewen Hu, Andrzej Cichocki
2019	J	`jnl`	EmotionMeter: A Multimodal Framework for Recognizing Human Emotions. IEEE Trans. Cybern. Wei-Long Zheng, Wei Liu, Yifei Lu, Bao-Liang Lu, Andrzej Cichocki
2019	J	`jnl`	Error Preserving Correction: A Method for CP Decomposition at a Target Error Bound. IEEE Trans. Signal Process. Anh-Huy Phan, Petr Tichavský, Andrzej Cichocki
2019	Misc	`conf`	Flexible Non-negative Matrix Factorization with Adaptively Learned Graph Regularization. ICASSP Yong Peng, Yanfang Long, Feiwei Qin, Wanzeng Kong, Feiping Nie, Andrzej Cichocki
2019	J	`jnl`	Investigation of Visual Stimulus With Various Colors and the Layout for the Oddball Paradigm in Evoked Related Potential-Based Brain-Computer Interface. Frontiers Comput. Neurosci. Miaoji Guo, Jing Jin, Yong Jiao, Xingyu Wang, Andrzej Cichocki
2019	Misc	`conf`	Joint Structured Graph Learning and Clustering Based on Concept Factorization. ICASSP Yong Peng, Rixin Tang, Wanzeng Kong, Jianhai Zhang, Feiping Nie, Andrzej Cichocki
2019	Misc	`conf`	Joint Structured Graph Learning and Unsupervised Feature Selection. ICASSP Yong Peng, Leijie Zhang, Wanzeng Kong, Feiping Nie, Andrzej Cichocki
2019	Misc	`conf`	Learning Efficient Tensor Representations with Ring-structured Networks. ICASSP Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki
2019	J	`jnl`	MERACLE: Constructive layer-wise conversion of a Tensor Train into a MERA. CoRR Kim Batselier, Andrzej Cichocki, Ngai Wong
2019	J	`jnl`	Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior". CoRR Tatsuya Yokota, Hidekata Hontani, Qibin Zhao, Andrzej Cichocki
2019	J	`jnl`	Multi-Kernel Capsule Network for Schizophrenia Identification. CoRR Tian Wang, Anastasios Bezerianos, Andrzej Cichocki, Junhua Li
2019	J	`jnl`	One time is not enough: iterative tensor decomposition for neural network compression. CoRR Julia Gusak, Maksym Kholyavchenko, Evgeny Ponomarev, Larisa Markeeva, Ivan V. Oseledets, Andrzej Cichocki
2019	J	`jnl`	Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]. IEEE Signal Process. Mag. Danilo P. Mandic, Petar M. Djuric, Andrzej Cichocki, Clive Cheong Took, Saeid Sanei, Lajos Hanzo
2019	J	`jnl`	Reduced-Order Modeling of Deep Neural Networks. CoRR Talgat Daulbaev, Julia Gusak, Evgeny Ponomarev, Andrzej Cichocki, Ivan V. Oseledets
2019	J	`jnl`	Regularized Group Sparse Discriminant Analysis for P300-Based Brain-Computer Interface. Int. J. Neural Syst. Qiang Wu, Yu Zhang, Ju Liu, Jiande Sun, Andrzej Cichocki, Feng Gao
2019	J	`jnl`	Sensitivity in Tensor Decomposition. IEEE Signal Process. Lett. Petr Tichavský, Anh-Huy Phan, Andrzej Cichocki
2019	J	`jnl`	Sparse Group Representation Model for Motor Imagery EEG Classification. IEEE J. Biomed. Health Informatics Yong Jiao, Yu Zhang, Xun Chen, Erwei Yin, Jing Jin, Xingyu Wang, Andrzej Cichocki
2019	J	`jnl`	Task-free brainprint recognition based on low-rank and sparse decomposition model. Int. J. Data Min. Bioinform. Wanzeng Kong, Xianghao Kong, Qiaonan Fan, Qibin Zhao, Andrzej Cichocki
2019	J	`jnl`	Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI. IEEE Trans. Cybern. Yu Zhang, Chang S. Nam, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki
2018	J	`jnl`	A Robust PCA Approach With Noise Structure Learning and Spatial-Spectral Low-Rank Modeling for Hyperspectral Image Restoration. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Wenfei Cao, Kaidong Wang, Guodong Han, Jing Yao, Andrzej Cichocki
2018	J	`jnl`	Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach. Cogn. Comput. Jordi Solé-Casals, Cesar Federico Caiafa, Qibin Zhao, Andrzej Cichocki
2018	Misc	`conf`	Common and Individual Feature Extraction Using Tensor Decompositions: a Remedy for the Curse of Dimensionality? ICASSP Ilia Kisil, Giuseppe Giovanni Calvi, Andrzej Cichocki, Danilo P. Mandic
2018	J	`jnl`	Fundamental tensor operations for large-scale data analysis using tensor network formats. Multidimens. Syst. Signal Process. Namgil Lee, Andrzej Cichocki
2018	J	`jnl`	Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison. Entropy Rubén Martín-Clemente, Javier Olias, Deepa Beeta Thiyam, Andrzej Cichocki, Sergio Cruces
2018	—	`conf`	Learning Connectivity Patterns via Graph Kernels for fMRI-Based Depression Diagnostics. ICDM Workshops Maksim Sharaev, Alexey Artemov, Ekaterina Kondrateva, Sergei Ivanov, Svetlana Sushchinskaya, Alexander Bernstein, Andrzej Cichocki, Evgeny Burnaev
2018	—	`conf`	Learning Efficient Tensor Representations with Ring Structure Networks. ICLR (Workshop) Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki
2018	J	`jnl`	Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization. IEEE Access Jinshi Yu, Guoxu Zhou, Andrzej Cichocki, Shengli Xie
2018	J	`jnl`	Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization. CoRR Jinshi Yu, Guoxu Zhou, Andrzej Cichocki, Shengli Xie
2018	—	`conf`	Medical Image De-noising Using Deep Networks. ICDM Workshops Maame G. Asante-Mensah, Andrzej Cichocki
2018	J	`jnl`	Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces. Expert Syst. Appl. Yu Zhang, Yu Wang, Guoxu Zhou, Jing Jin, Bei Wang, Xingyu Wang, Andrzej Cichocki
2018	C	`conf`	Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study. CW Li Zhu, Fabien Lotte, Gaochao Cui, Junhua Li, Changle Zhou, Andrzej Cichocki
2018	—	`conf`	Task-Independent EEG Identification via Low-Rank Matrix Decomposition. BIBM Xianghao Kong, Wanzeng Kong, Qiaonan Fan, Qibin Zhao, Andrzej Cichocki
2018	—	`conf`	Tensor Networks for Dimensionality Reduction, Big Data and Deep Learning. Advances in Data Analysis with Computational Intelligence Methods Andrzej Cichocki
2018	J	`jnl`	Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. CoRR Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets, Salman Ahmadi-Asl, Giuseppe Giovanni Calvi, Danilo P. Mandic
2018	—	`conf`	Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals. CHI Extended Abstracts Aurélien Appriou, Andrzej Cichocki, Fabien Lotte
2018	J	`jnl`	Towards correlation-based time window selection method for motor imagery BCIs. Neural Networks Jiankui Feng, Erwei Yin, Jing Jin, Rami Saab, Ian Daly, Xingyu Wang, Dewen Hu, Andrzej Cichocki
2018	J	`jnl`	Whole Brain fMRI Pattern Analysis Based on Tensor Neural Network. IEEE Access Xiaowen Xu, Qiang Wu, Shuo Wang, Ju Liu, Jiande Sun, Andrzej Cichocki
2017	—	`conf`	A Graph Theory Analysis on Distinguishing EEG-Based Brain Death and Coma. ICONIP (4) Gaochao Cui, Li Zhu, Qibin Zhao, Jianting Cao, Andrzej Cichocki
2017	—	`conf`	A new perspective of noise removal from EEG. NER Junhua Li, Chao Li, Nitish V. Thakor, Andrzej Cichocki, Anastasios Bezerianos
2017	Misc	`conf`	An augmented Lagrangian algorithm for decomposition of symmetric tensors of order-4. ICASSP Anh Huy Phan, Masao Yamagishi, Andrzej Cichocki
2017	J	`jnl`	Best Rank-One Tensor Approximation and Parallel Update Algorithm for CPD. CoRR Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2017	—	`conf`	Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization. LVA/ICA Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2017	J	`jnl`	Canonical Polyadic Decomposition With Auxiliary Information for Brain-Computer Interface. IEEE J. Biomed. Health Informatics Junhua Li, Chao Li, Andrzej Cichocki
2017	J	`jnl`	Continuous use of ERP-based BCIs with different visual angles in ALS patients. CoRR Jing Jin, Brendan Z. Allison, Yu Zhang, Yan Chen, Sijie Zhou, Yi Dong, Xingyu Wang, Andrzej Cichocki
2017	J	`jnl`	Erratum: Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. J. Signal Process. Syst. Hualiang Li, Tülay Adali, Wei Wang, Darren Emge, Andrzej Cichocki
2017	J	`jnl`	Error Preserving Correction for CPD and Bounded-Norm CPD. CoRR Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2017	J	`jnl`	Learning Efficient Tensor Representations with Ring Structure Networks. CoRR Qibin Zhao, Masashi Sugiyama, Andrzej Cichocki
2017	J	`jnl`	Neural networks for computing best rank-one approximations of tensors and its applications. Neurocomputing Maolin Che, Andrzej Cichocki, Yimin Wei
2017	J	`jnl`	Non-orthogonal tensor diagonalization. Signal Process. Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
2017	J	`jnl`	Numerical CP decomposition of some difficult tensors. J. Comput. Appl. Math. Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
2017	J	`jnl`	Optimization of Alpha-Beta Log-Det Divergences and their Application in the Spatial Filtering of Two Class Motor Imagery Movements. Entropy Deepa Beeta Thiyam, Sergio Cruces, Javier Olias, Andrzej Cichocki
2017	Misc	`conf`	Partitioned Hierarchical alternating least squares algorithm for CP tensor decomposition. ICASSP Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2017	J	`jnl`	Rate of Convergence of the FOCUSS Algorithm. IEEE Trans. Neural Networks Learn. Syst. Kan Xie, Zhaoshui He, Andrzej Cichocki, Xiaozhao Fang
2017	J	`jnl`	Reference Signal Based Tensor Product Expansion for EOG-Related Artifact Separation in EEG. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Akitoshi Itai, Arao Funase, Andrzej Cichocki, Hiroshi Yasukawa
2017	J	`jnl`	Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria. IEEE Trans. Signal Process. Tatsuya Yokota, Namgil Lee, Andrzej Cichocki
2017	J	`jnl`	Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition. Neurocomputing Yu Zhang, Guoxu Zhou, Jing Jin, Yangsong Zhang, Xingyu Wang, Andrzej Cichocki
2017	J	`jnl`	Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives. CoRR Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Namgil Lee, Ivan V. Oseledets, Masashi Sugiyama, Danilo P. Mandic
2017	J	`jnl`	Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives. Found. Trends Mach. Learn. Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Namgil Lee, Ivan V. Oseledets, Masashi Sugiyama, Danilo P. Mandic
2017	—	`conf`	Under-Determined tensor diagonalization for decomposition of difficult tensors. CAMSAP Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
2016	B	`conf`	Bayesian CP factorization of incomplete tensor for EEG signal application. FUZZ-IEEE Gaochao Cui, Lihua Gui, Qibin Zhao, Andrzej Cichocki, Jianting Cao
2016	J	`jnl`	Bayesian Robust Tensor Factorization for Incomplete Multiway Data. IEEE Trans. Neural Networks Learn. Syst. Qibin Zhao, Guoxu Zhou, Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari
2016	J	`jnl`	Biomedical Signal Processing: From a Conceptual Framework to Clinical Applications [Scanning the Issue]. Proc. IEEE Mathias Baumert, Alberto Porta, Andrzej Cichocki
2016	A*	`conf`	Common and Discriminative Subspace Kernel-Based Multiblock Tensor Partial Least Squares Regression. AAAI Ming Hou, Qibin Zhao, Brahim Chaib-draa, Andrzej Cichocki
2016	J	`jnl`	Decoding EEG in Cognitive Tasks With Time-Frequency and Connectivity Masks. IEEE Trans. Cogn. Dev. Syst. Junhua Li, Yijun Wang, Liqing Zhang, Andrzej Cichocki, Tzyy-Ping Jung
2016	—	`conf`	Dynamic MEMD Associated with Approximate Entropy in Patients' Consciousness Evaluation. ICONIP (1) Gaochao Cui, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Andrzej Cichocki
2016	J	`jnl`	Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI. Frontiers Comput. Neurosci. Sijie Zhou, Brendan Z. Allison, Andrea Kübler, Andrzej Cichocki, Xingyu Wang, Jing Jin
2016	—	`conf`	Exploiting ongoing EEG with multilinear partial least squares during free-listening to music. MLSP Deqing Wang, Fengyu Cong, Qibin Zhao, Petri Toiviainen, Asoke K. Nandi, Minna Huotilainen, Tapani Ristaniemi, Andrzej Cichocki
2016	J	`jnl`	Exploring Combinations of Different Color and Facial Expression Stimuli for Gaze-Independent BCIs. Frontiers Comput. Neurosci. Long Chen, Jing Jin, Ian Daly, Yu Zhang, Xingyu Wang, Andrzej Cichocki
2016	J	`jnl`	Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation. Neurocomputing Yu Zhang, Guoxu Zhou, Qibin Zhao, Andrzej Cichocki, Xingyu Wang
2016	J	`jnl`	Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction. IEEE Trans. Neural Networks Learn. Syst. Guoxu Zhou, Andrzej Cichocki, Yu Zhang, Danilo P. Mandic
2016	J	`jnl`	Guest Editorial Special Issue on Neurodynamic Systems for Optimization and Applications. IEEE Trans. Neural Networks Learn. Syst. Zhigang Zeng, Andrzej Cichocki, Long Cheng, Youshen Xia, Xiaolin Hu
2016	J	`jnl`	Improved SFFS method for channel selection in motor imagery based BCI. Neurocomputing Zhaoyang Qiu, Jing Jin, Hak-Keung Lam, Yu Zhang, Xingyu Wang, Andrzej Cichocki
2016	J	`jnl`	Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data. Proc. IEEE Guoxu Zhou, Qibin Zhao, Yu Zhang, Tülay Adali, Shengli Xie, Andrzej Cichocki
2016	J	`jnl`	Low-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1. CoRR Andrzej Cichocki, Namgil Lee, Ivan V. Oseledets, Anh Huy Phan, Qibin Zhao, Danilo P. Mandic
2016	—	`conf`	Motor Priming as a Brain-Computer Interface. ICONIP (2) Tom Stewart, Kiyoshi Hoshino, Andrzej Cichocki, Tomasz M. Rutkowski
2016	—	`conf`	Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering. ICONIP (3) Namgil Lee, Anh Huy Phan, Fengyu Cong, Andrzej Cichocki
2016	J	`jnl`	Numerical CP Decomposition of Some Difficult Tensors. CoRR Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
2016	J	`jnl`	Optimized motor imagery paradigm based on imagining Chinese characters writing movement. CoRR Zhaoyang Qiu, Brendan Z. Allison, Jing Jin, Yu Zhang, Xingyu Wang, Wei Li, Andrzej Cichocki
2016	J	`jnl`	Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition. IEEE Signal Process. Lett. Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
2016	Misc	`conf`	Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition. ICASSP Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2016	J	`jnl`	Regularized Computation of Approximate Pseudoinverse of Large Matrices Using Low-Rank Tensor Train Decompositions. SIAM J. Matrix Anal. Appl. Namgil Lee, Andrzej Cichocki
2016	Misc	`conf`	Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion. ICASSP Yu Zhang, Qibin Zhao, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki
2016	J	`jnl`	Smooth PARAFAC Decomposition for Tensor Completion. IEEE Trans. Signal Process. Tatsuya Yokota, Qibin Zhao, Andrzej Cichocki
2016	J	`jnl`	Sparse Bayesian Classification of EEG for Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. Yu Zhang, Guoxu Zhou, Jing Jin, Qibin Zhao, Xingyu Wang, Andrzej Cichocki
2016	J	`jnl`	Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions. Found. Trends Mach. Learn. Andrzej Cichocki, Namgil Lee, Ivan V. Oseledets, Anh Huy Phan, Qibin Zhao, Danilo P. Mandic
2016	J	`jnl`	Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition. CoRR Anh Huy Phan, Andrzej Cichocki, André Uschmajew, Petr Tichavský, Gheorghe Luta, Danilo P. Mandic
2016	J	`jnl`	Tensor Ring Decomposition. CoRR Qibin Zhao, Guoxu Zhou, Shengli Xie, Liqing Zhang, Andrzej Cichocki
2016	Misc	`conf`	Tensor completion via functional smooth component deflation. ICASSP Tatsuya Yokota, Andrzej Cichocki
2016	J	`jnl`	Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements. IEEE Trans. Image Process. Wenfei Cao, Yao Wang, Jian Sun, Deyu Meng, Can Yang, Andrzej Cichocki, Zongben Xu
2016	C	`conf`	Video denoising using low rank tensor decomposition. ICMV Lihua Gui, Gaochao Cui, Qibin Zhao, Dongsheng Wang, Andrzej Cichocki, Jianting Cao
2015	J	`jnl`	A Contrast Function Based on Generalized Divergences for Solving the Permutation Problem in Convolved Speech Mixtures. IEEE ACM Trans. Audio Speech Lang. Process. Auxiliadora Sarmiento, Iván Durán-Díaz, Andrzej Cichocki, Sergio Cruces
2015	J	`jnl`	A Novel EOG/EEG Hybrid Human-Machine Interface Adopting Eye Movements and ERPs: Application to Robot Control. IEEE Trans. Biomed. Eng. Jiaxin Ma, Yu Zhang, Andrzej Cichocki, Fumitoshi Matsuno
2015	J	`jnl`	A Novel Tensor Robust PCA Approach for Background Subtraction from Compressive Measurements. CoRR Wenfei Cao, Yao Wang, Jian Sun, Deyu Meng, Can Yang, Andrzej Cichocki, Zongben Xu
2015	J	`jnl`	A P300 Brain-Computer Interface Based on a Modification of the Mismatch Negativity Paradigm. Int. J. Neural Syst. Jing Jin, Eric W. Sellers, Sijie Zhou, Yu Zhang, Xingyu Wang, Andrzej Cichocki
2015	—	`conf`	A fast automatic low-rank determination algorithm for noisy matrix completion. APSIPA Tatsuya Yokota, Andrzej Cichocki
2015	J	`jnl`	Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination. IEEE Trans. Pattern Anal. Mach. Intell. Qibin Zhao, Liqing Zhang, Andrzej Cichocki
2015	J	`jnl`	Bayesian Sparse Tucker Models for Dimension Reduction and Tensor Completion. CoRR Qibin Zhao, Liqing Zhang, Andrzej Cichocki
2015	—	`conf`	Brain-Robot Interfaces Using Spatial Tactile BCI Paradigms - Symbiotic Brain-Robot Applications. Symbiotic Tomasz M. Rutkowski, Kensuke Shimizu, Takumi Kodama, Peter Jurica, Andrzej Cichocki
2015	Misc	`conf`	Common components analysis via linked blind source separation. ICASSP Guoxu Zhou, Andrzej Cichocki, Danilo P. Mandic
2015	J	`jnl`	Convergence Analysis of the FOCUSS Algorithm. IEEE Trans. Neural Networks Learn. Syst. Kan Xie, Zhaoshui He, Andrzej Cichocki
2015	J	`jnl`	EEG Correlates of Voice and Face Emotional Judgments in the Human Brain. Cogn. Comput. Kazuko Hiyoshi-Taniguchi, M. Kawasaki, Tatsuya Yokota, Hovagim Bakardjian, Hironori Fukuyama, Andrzej Cichocki, François B. Vialatte
2015	J	`jnl`	Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness. IEEE Trans. Image Process. Guoxu Zhou, Andrzej Cichocki, Qibin Zhao, Shengli Xie
2015	J	`jnl`	Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback. IEEE Trans. Biomed. Eng. Tianyou Yu, Jun Xiao, Fangyi Wang, Rui Zhang, Zhenghui Gu, Andrzej Cichocki, Yuanqing Li
2015	—	`conf`	Epileptic EEG visualization and sonification based on linear discriminate analysis. EMBC Wei Chen, Chia-Ping Shen, Ming-Jang Chiu, Qibin Zhao, Andrzej Cichocki, Jeng-Wei Lin, Feipei Lai
2015	J	`jnl`	Estimating a Few Extreme Singular Values and Vectors for Large-Scale Matrices in Tensor Train Format. SIAM J. Matrix Anal. Appl. Namgil Lee, Andrzej Cichocki
2015	J	`jnl`	Feature learning from incomplete EEG with denoising autoencoder. Neurocomputing Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki
2015	J	`jnl`	Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data. CoRR Guoxu Zhou, Qibin Zhao, Yu Zhang, Tülay Adali, Shengli Xie, Andrzej Cichocki
2015	J	`jnl`	Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences. Entropy Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari
2015	Misc	`conf`	Low rank tensor deconvolution. ICASSP Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2015	A*	`conf`	Multi-tensor Completion with Common Structures. AAAI Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo
2015	—	`conf`	Prediction of online game performance degradation under network impairments. CCNC C.-Y. Chiang, Andrzej Cichocki, Shobha Erramilli, K. McInerney, David Shur, Shoshana Loeb
2015	—	`conf`	Rank Splitting for CANDECOMP/PARAFAC. LVA/ICA Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2015	J	`jnl`	Regularized Computation of Approximate Pseudoinverse of Matrices Using Low-Rank Tensor Train Decompositions. CoRR Namgil Lee, Andrzej Cichocki
2015	J	`jnl`	Smooth PARAFAC Decomposition for Tensor Completion. CoRR Tatsuya Yokota, Qibin Zhao, Chao Li, Andrzej Cichocki
2015	J	`jnl`	Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis. Signal Process. Tatsuya Yokota, Rafal Zdunek, Andrzej Cichocki, Yukihiko Yamashita
2015	J	`jnl`	Stable, Robust, and Super Fast Reconstruction of Tensors Using Multi-Way Projections. IEEE Trans. Signal Process. Cesar F. Caiafa, Andrzej Cichocki
2015	J	`jnl`	Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis. IEEE Signal Process. Mag. Andrzej Cichocki, Danilo P. Mandic, Lieven De Lathauwer, Guoxu Zhou, Qibin Zhao, Cesar F. Caiafa, Anh Huy Phan
2015	J	`jnl`	Tensor Deflation for CANDECOMP/PARAFAC - Part I: Alternating Subspace Update Algorithm. IEEE Trans. Signal Process. Anh-Huy Phan, Petr Tichavský, Andrzej Cichocki
2015	J	`jnl`	Tensor Deflation for CANDECOMP/PARAFAC - Part II: Initialization and Error Analysis. IEEE Trans. Signal Process. Anh-Huy Phan, Petr Tichavský, Andrzej Cichocki
2015	J	`jnl`	Tensor Deflation for CANDECOMP/PARAFAC. Part 3: Rank Splitting. CoRR Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2015	J	`jnl`	Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization. IEEE Signal Process. Lett. Bo Li, Guoxu Zhou, Andrzej Cichocki
2014	J	`jnl`	Aggregation of Sparse Linear Discriminant analyses for Event-Related potential Classification in Brain-Computer Interface. Int. J. Neural Syst. Yu Zhang, Guoxu Zhou, Jing Jin, Qibin Zhao, Xingyu Wang, Andrzej Cichocki
2014	J	`jnl`	An ERP-Based BCI using an oddball Paradigm with Different Faces and Reduced errors in Critical Functions. Int. J. Neural Syst. Jing Jin, Brendan Z. Allison, Yu Zhang, Xingyu Wang, Andrzej Cichocki
2014	—	`conf`	B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization. ICAISC (2) Rafal Zdunek, Andrzej Cichocki, Tatsuya Yokota
2014	J	`jnl`	Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination. CoRR Qibin Zhao, Liqing Zhang, Andrzej Cichocki
2014	C	`conf`	Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition. ISNN Namgil Lee, Andrzej Cichocki
2014	J	`jnl`	Bimodal BCI Using Simultaneously NIRS and EEG. IEEE Trans. Biomed. Eng. Yohei Tomita, François-Benoît Vialatte, Gérard Dreyfus, Yasue Mitsukura, Hovagim Bakardjian, Andrzej Cichocki
2014	J	`jnl`	Canonical Polyadic Decomposition with Assistant Information for Brain Computer Interface. CoRR Junhua Li, Chao Li, Andrzej Cichocki
2014	J	`jnl`	Cyborg Intelligence: Towards Bio-Machine Intelligent Systems. IEEE Intell. Syst. Zhaohui Wu, Gang Pan, José Carlos Príncipe, Andrzej Cichocki
2014	J	`jnl`	Decomposition of Big Tensors With Low Multilinear Rank. CoRR Guoxu Zhou, Andrzej Cichocki, Shengli Xie
2014	—	`conf`	Deep Learning of Multifractal Attributes from Motor Imagery Induced EEG. ICONIP (1) Junhua Li, Andrzej Cichocki
2014	Misc	`conf`	Deflation method for CANDECOMP/PARAFAC tensor decomposition. ICASSP Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2014	J	`jnl`	Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness. CoRR Guoxu Zhou, Andrzej Cichocki, Qibin Zhao, Shengli Xie
2014	J	`jnl`	Era of Big Data Processing: A New Approach via Tensor Networks and Tensor Decompositions. CoRR Andrzej Cichocki
2014	C	`conf`	Extracting commuting patterns in railway networks through matrix decompositions. ICARCV Shashank Jere, Justin Dauwels, Muhammad Tayyab Asif, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet
2014	C	`conf`	Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient. ISNN Guoxu Zhou, Qibin Zhao, Yu Zhang, Andrzej Cichocki
2014	Misc	`conf`	Fast and stable recovery of Approximately low multilinear rank tensors from multi-way compressive measurements. ICASSP Cesar Federico Caiafa, Andrzej Cichocki
2014	J	`jnl`	Feature Learning from Incomplete EEG with Denoising Autoencoder. CoRR Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki
2014	J	`jnl`	Frequency Recognition in SSVEP-Based BCI using Multiset Canonical Correlation Analysis. Int. J. Neural Syst. Yu Zhang, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki
2014	J	`jnl`	Fundamental Tensor Operations for Large-Scale Data Analysis in Tensor Train Formats. CoRR Namgil Lee, Andrzej Cichocki
2014	J	`jnl`	GOM-Face: GKP, EOG, and EMG-Based Multimodal Interface With Application to Humanoid Robot Control. IEEE Trans. Biomed. Eng. Yunjun Nam, Bonkon Koo, Andrzej Cichocki, Seungjin Choi
2014	—	`conf`	Hybrid-BCI: Classification of auditory and visual related potentials. SCIS&ISIS Gaochao Cui, Qibin Zhao, Jianting Cao, Andrzej Cichocki
2014	—	`conf`	Linked Tucker2 Decomposition for Flexible Multi-block Data Analysis. ICONIP (3) Tatsuya Yokota, Andrzej Cichocki
2014	J	`jnl`	Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences. CoRR Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari
2014	J	`jnl`	Low-rank Approximation Based non-Negative Multi-Way Array Decomposition on Event-Related potentials. Int. J. Neural Syst. Fengyu Cong, Guoxu Zhou, Piia Astikainen, Qibin Zhao, Qiang Wu, Asoke K. Nandi, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki
2014	J	`jnl`	Multi-tensor Completion for Estimating Missing Values in Video Data. CoRR Chao Li, Lili Guo, Andrzej Cichocki
2014	—	`conf`	Multi-tensor completion for estimating missing values in video data. SCIS&ISIS Chao Li, Lili Guo, Andrzej Cichocki
2014	J	`jnl`	Multifactor sparse feature extraction using Convolutive Nonnegative Tucker Decomposition. Neurocomputing Qiang Wu, Liqing Zhang, Andrzej Cichocki
2014	J	`jnl`	Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances. WIREs Data Mining Knowl. Discov. Qibin Zhao, Liqing Zhang, Andrzej Cichocki
2014	—	`conf`	Multilinear tensor rank estimation via Sparse Tucker Decomposition. SCIS&ISIS Tatsuya Yokota, Andrzej Cichocki
2014	J	`jnl`	Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective. IEEE Signal Process. Mag. Guoxu Zhou, Andrzej Cichocki, Qibin Zhao, Shengli Xie
2014	B	`conf`	Nonnegative Shifted Tensor Factorization in time frequency domain. IJCNN Qiang Wu, Ju Liu, Feng-rong Sun, Jie Li, Andrzej Cichocki
2014	Misc	`conf`	On Fast algorithms for orthogonal Tucker decomposition. ICASSP Anh Huy Phan, Andrzej Cichocki, Petr Tichavský
2014	C	`conf`	Predicting traffic speed in urban transportation subnetworks for multiple horizons. ICARCV Justin Dauwels, Aamer Aslam, Muhammad Tayyab Asif, Xinyue Zhao, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet
2014	—	`conf`	Revising algorithm for nonnegative matrix factorization based on minimizing quasi-L1 norm. APCCAS Motoaki Mouri, Ichi Takumi, Hiroshi Yasukawa, Andrzej Cichocki
2014	J	`jnl`	Robust Bayesian Tensor Factorization for Incomplete Multiway Data. CoRR Qibin Zhao, Guoxu Zhou, Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari
2014	J	`jnl`	Stable, Robust and Super Fast Reconstruction of Tensors Using Multi-Way Projections. CoRR Cesar F. Caiafa, Andrzej Cichocki
2014	Misc	`conf`	Synchrony analysis of paroxysmal gamma waves in meditation EEG. ICASSP Jing Jin, Justin Dauwels, François B. Vialatte, Andrzej Cichocki
2014	J	`jnl`	Tensor Decompositions for Signal Processing Applications From Two-way to Multiway Component Analysis. CoRR Andrzej Cichocki, Danilo P. Mandic, Anh Huy Phan, Cesar F. Caiafa, Guoxu Zhou, Qibin Zhao, Lieven De Lathauwer
2014	J	`jnl`	Tensor Networks for Big Data Analytics and Large-Scale Optimization Problems. CoRR Andrzej Cichocki
2014	J	`jnl`	Tensor diagonalization - a new tool for PARAFAC and block-term decomposition. CoRR Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
2014	Misc	`conf`	Tensor-variate Gaussian processes regression and its application to video surveillance. ICASSP Qibin Zhao, Guoxu Zhou, Liqing Zhang, Andrzej Cichocki
2014	J	`jnl`	Very Large-Scale Singular Value Decomposition Using Tensor Train Networks. CoRR Namgil Lee, Andrzej Cichocki
2013	A*	`conf`	A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data. AAAI Qibin Zhao, Liqing Zhang, Andrzej Cichocki
2013	J	`jnl`	A Two-Stage MMSE Beamformer for Underdetermined Signal Separation. IEEE Signal Process. Lett. Zbynek Koldovský, Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
2013	Misc	`conf`	A further improvement of a fast damped Gauss-Newton algorithm for candecomp-parafac tensor decomposition. ICASSP Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
2013	Misc	`conf`	A greedy algorithm for model selection of tensor decompositions. ICASSP Austin J. Brockmeier, José C. Príncipe, Anh Huy Phan, Andrzej Cichocki
2013	J	`jnl`	Accelerated Canonical Polyadic Decomposition Using Mode Reduction. IEEE Trans. Neural Networks Learn. Syst. Guoxu Zhou, Andrzej Cichocki, Shengli Xie
2013	J	`jnl`	Advances in Electroencephalography Signal Processing [Life Sciences]. IEEE Signal Process. Mag. Saeid Sanei, Saideh Ferdowsi, Kianoush Nazarpour, Andrzej Cichocki
2013	J	`jnl`	CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping. IEEE Trans. Signal Process. Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2013	—	`conf`	Canonical polyadic decomposition for unsupervised linear feature extraction from protein profiles. EUSIPCO Ante Jukic, Ivica Kopriva, Andrzej Cichocki
2013	—	`conf`	Common spatial patterns for steady-state somatosensory evoked potentials. EMBC Yunjun Nam, Andrzej Cichocki, Seungjin Choi
2013	J	`jnl`	Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases. Neural Comput. Cesar F. Caiafa, Andrzej Cichocki
2013	—	`conf`	Differences of Functional Connectivity Brain Network in Emotional Judgment. BIOSIGNALS Mehran Amadlou, Kazuko Hiyoshi-Taniguchi, Jordi Solé-Casals, Hironori Fukuyama, Andrzej Cichocki, François-Benoît Vialatte
2013	A	`conf`	EOG/ERP hybrid human-machine interface for robot control. IROS Jiaxin Ma, Yu Zhang, Yunjun Nam, Andrzej Cichocki, Fumitoshi Matsuno
2013	J	`jnl`	Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations. IEEE Trans. Signal Process. Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2013	Misc	`conf`	From basis components to complex structural patterns. ICASSP Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Rafal Zdunek, Sidney R. Lehky
2013	C	`conf`	GNMF with Newton-Based Methods. ICANN Rafal Zdunek, Anh Huy Phan, Andrzej Cichocki
2013	J	`jnl`	Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method. IEEE Trans. Pattern Anal. Mach. Intell. Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Zenas C. Chao, Yasuo Nagasaka, Naotaka Fujii, Liqing Zhang, Andrzej Cichocki
2013	Misc	`conf`	Kernel-based tensor partial least squares for reconstruction of limb movements. ICASSP Qibin Zhao, Guoxu Zhou, Tülay Adali, Liqing Zhang, Andrzej Cichocki
2013	J	`jnl`	Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data. IEEE Signal Process. Mag. Qibin Zhao, Guoxu Zhou, Tülay Adali, Liqing Zhang, Andrzej Cichocki
2013	J	`jnl`	Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC. SIAM J. Matrix Anal. Appl. Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2013	J	`jnl`	Multi-Domain Feature Extraction for Small Event-Related potentials through Nonnegative Multi-Way Array Decomposition from Low Dense Array EEG. Int. J. Neural Syst. Fengyu Cong, Anh Huy Phan, Piia Astikainen, Qibin Zhao, Qiang Wu, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki
2013	J	`jnl`	Multidimensional compressed sensing and their applications. WIREs Data Mining Knowl. Discov. Cesar F. Caiafa, Andrzej Cichocki
2013	J	`jnl`	Near-Lossless Multichannel EEG Compression Based on Matrix and Tensor Decompositions. IEEE J. Biomed. Health Informatics Justin Dauwels, K. Srinivasan, M. Ramasubba Reddy, Andrzej Cichocki
2013	J	`jnl`	Non-Linear Canonical Correlation Analysis Using Alpha-Beta Divergence. Entropy Abhijit Mandal, Andrzej Cichocki
2013	J	`jnl`	Noninvasive diagnosis of melanoma with tensor decomposition-based feature extraction from clinical color image. Biomed. Signal Process. Control. Ante Jukic, Ivica Kopriva, Andrzej Cichocki
2013	—	`conf`	Patients' consciousness analysis using dynamic approximate entropy and MEMD method. APSIPA Gaochao Cui, Yunchao Yin, Qibin Zhao, Andrzej Cichocki, Jianting Cao
2013	—	`conf`	Privacy-protecting index for outsourced databases. ICDE Workshops Chung-Min Chen, Andrzej Cichocki, Allen McIntosh, Euthimios Panagos
2013	—	`conf`	Spectral Power Estimation for Unevenly Spaced Motor Imagery Data. ICONIP (1) Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki
2013	J	`jnl`	Tensor Decompositions: A New Concept in Brain Data Analysis? CoRR Andrzej Cichocki
2013	Misc	`conf`	Tensor completion throughmultiple Kronecker product decomposition. ICASSP Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Gheorghe Luta, Austin J. Brockmeier
2012	—	`conf`	A treatment of EEG data by underdetermined blind source separation for motor imagery classification. EUSIPCO Zbynek Koldovský, Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2012	J	`jnl`	Accelerated Canonical Polyadic Decomposition by Using Mode Reduction CoRR Guoxu Zhou, Andrzej Cichocki, Shengli Xie
2012	—	`conf`	Analysis of ongoing EEG elicited by natural music stimuli using nonnegative tensor factorization. EUSIPCO Fengyu Cong, Anh Huy Phan, Qibin Zhao, Asoke K. Nandi, Vinoo Alluri, Petri Toiviainen, Hanna Poikonen, Minna Huotilainen, Andrzej Cichocki, Tapani Ristaniemi
2012	J	`jnl`	Benefits of Multi-Domain Feature of mismatch Negativity Extracted by Non-Negative Tensor Factorization from EEG Collected by Low-Density Array. Int. J. Neural Syst. Fengyu Cong, Anh Huy Phan, Qibin Zhao, Tiina Huttunen-Scott, Jukka Kaartinen, Tapani Ristaniemi, Heikki Lyytinen, Andrzej Cichocki
2012	Misc	`conf`	Block sparse representations of tensors using Kronecker bases. ICASSP Cesar F. Caiafa, Andrzej Cichocki
2012	J	`jnl`	CANDECOMP/PARAFAC Decomposition of High-order Tensors Through Tensor Reshaping CoRR Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2012	J	`jnl`	Canonical Polyadic Decomposition Based on a Single Mode Blind Source Separation. IEEE Signal Process. Lett. Guoxu Zhou, Andrzej Cichocki
2012	C	`conf`	Canonical Polyadic Decomposition: From 3-way to N-Way. CIS Guoxu Zhou, Zhaoshui He, Yu Zhang, Qibin Zhao, Andrzej Cichocki
2012	J	`jnl`	Common and Individual Features Analysis: Beyond Canonical Correlation Analysis CoRR Guoxu Zhou, Andrzej Cichocki, Shengli Xie
2012	—	`conf`	Diagnosis of Alzheimer's disease from EEG by means of synchrony measures in optimized frequency bands. EMBC Esteve Gallego-Jutglà, Mohamed Elgendi, François B. Vialatte, Jordi Solé-Casals, Andrzej Cichocki, Charles-François Vincent Latchoumane, Jaeseung Jeong, Justin Dauwels
2012	C	`conf`	EEG Beta Range Dynamics and Emotional Judgments of Face and Voices. IJCCI Kazuko Hiyoshi-Taniguchi, M. Kawasaki, Tatsuya Yokota, Hovagim Bakardjian, Hironori Fukuyama, François B. Vialatte, Andrzej Cichocki
2012	C	`conf`	EEG Signal Analysis via a Cleaning Procedure based on Multivariate Empirical Mode Decomposition. IJCCI Esteve Gallego-Jutglà, Tomasz M. Rutkowski, Andrzej Cichocki, Jordi Solé-Casals
2012	C	`conf`	Early Alzheimer's Disease Progression Detection using Multi-subnetworks of the Brain. IJCCI Jaroslav Rokicki, Kazuko Hiyoshi, François-Benoît Vialatte, Andrius Usinskas, Andrzej Cichocki
2012	J	`jnl`	Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation. IEEE Trans. Signal Process. Guoxu Zhou, Andrzej Cichocki, Shengli Xie
2012	—	`conf`	Fast and effective model order selection method to determine the number of sources in a linear transformation model. EUSIPCO Fengyu Cong, Asoke K. Nandi, Zhaoshui He, Andrzej Cichocki, Tapani Ristaniemi
2012	—	`conf`	Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations. ICONIP (3) Fengyu Cong, Anh Huy Phan, Qibin Zhao, Qiang Wu, Tapani Ristaniemi, Andrzej Cichocki
2012	J	`jnl`	Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method CoRR Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Zenas C. Chao, Yasuo Nagasaka, Naotaka Fujii, Liqing Zhang, Andrzej Cichocki
2012	—	`conf`	Higher-order PLS for classification of ERPs with application to BCIs. APSIPA Qibin Zhao, Liqing Zhang, Jianting Cao, Andrzej Cichocki
2012	—	`conf`	Inpainting color images in learned dictionary. EUSIPCO Marko Filipovic, Ivica Kopriva, Andrzej Cichocki
2012	—	`ed.`	Latent Variable Analysis and Signal Separation - 10th International Conference, LVA/ICA 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings LVA/ICA Fabian J. Theis, Andrzej Cichocki, Arie Yeredor, Michael Zibulevsky
2012	—	`conf`	Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis. ICONIP (3) Tatsuya Yokota, Andrzej Cichocki, Yukihiko Yamashita
2012	J	`jnl`	Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC CoRR Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2012	Misc	`conf`	Low-rank blind nonnegative matrix deconvolution. ICASSP Anh Huy Phan, Petr Tichavský, Andrzej Cichocki, Zbynek Koldovský
2012	Misc	`conf`	Multi-channel EEG compression based on 3D decompositions. ICASSP Justin Dauwels, K. Srinivasan, M. Ramasubba Reddy, Andrzej Cichocki
2012	—	`conf`	Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs 14 Electrodes EEG Data. LVA/ICA Fengyu Cong, Anh Huy Phan, Piia Astikainen, Qibin Zhao, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki
2012	C	`conf`	Non-linear filter based outer product expansion with reference signal for EEG analysis. ISCAS Akitoshi Itai, Arao Funase, Andrzej Cichocki, Hiroshi Yasukawa
2012	—	`conf`	On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations. LVA/ICA Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Zbynek Koldovský
2012	J	`jnl`	On Fast Computation of Gradients for CANDECOMP/PARAFAC Algorithms CoRR Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2012	—	`conf`	On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach. LVA/ICA Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Danilo P. Mandic, Kiyotoshi Matsuoka
2012	J	`jnl`	Quantifying Statistical Interdependence, Part III: Neural Comput. Justin Dauwels, Theophane Weber, François B. Vialatte, Toshimitsu Musha, Andrzej Cichocki
2012	Misc	`conf`	Regularization using geometric information between sensors capturing features from brain signals. ICASSP Hiroshi Higashi, Andrzej Cichocki, Toshihisa Tanaka
2012	—	`conf`	Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI. FSKD Yu Zhang, Qibin Zhao, Guoxu Zhou, Xingyu Wang, Andrzej Cichocki
2012	J	`jnl`	Seeking an appropriate alternative least squares algorithm for nonnegative tensor factorizations - A novel recursive solution for nonnegative quadratic programming and NTF. Neural Comput. Appl. Anh Huy Phan, Andrzej Cichocki
2012	—	`conf`	Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials. MLSP Fengyu Cong, Guoxu Zhou, Qibin Zhao, Qiang Wu, Asoke K. Nandi, Tapani Ristaniemi, Andrzej Cichocki
2012	Misc	`conf`	Tensor classification for P300-based brain computer interface. ICASSP Akinari Onishi, Anh Huy Phan, Kiyotoshi Matsuoka, Andrzej Cichocki
2012	J	`jnl`	Tongue-Rudder: A Glossokinetic-Potential-Based Tongue-Machine Interface. IEEE Trans. Biomed. Eng. Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi
2011	—	`conf`	A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli. ICONIP (1) Qibin Zhao, Akinari Onishi, Yu Zhang, Jianting Cao, Liqing Zhang, Andrzej Cichocki
2011	—	`conf`	A Two Stage Algorithm for K-Mode Convolutive Nonnegative Tucker Decomposition. ICONIP (2) Qiang Wu, Liqing Zhang, Andrzej Cichocki
2011	—	`conf`	A saccade-related noise reduction in EEG signals using outer product expansion with reference signal. EUSIPCO Akitoshi Itai, Arao Funase, Andrzej Cichocki, Hiroshi Yasukawa
2011	—	`conf`	Advances in content transformation in heterogeneous tactical wireless networks. MILCOM Ta Chen, Andrzej Cichocki, Sharanya Eswaran, Vikram Kaul, Yow-Jian Lin, Sunil Samtani, David Shur, Jeffrey Bowcock
2011	C	`conf`	Analysis of environmental electromagnetic signal using nonnegative Matrix Factorization minimizing quasi-L1 norm. IGARSS Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa
2011	—	`conf`	Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG Signals. IJCCI (NCTA) Esteve Gallego-Jutglà, Jordi Solé-Casals, Tomasz M. Rutkowski, Andrzej Cichocki
2011	J	`jnl`	Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition". Neurocomputing Sergio Cruces, Andrzej Cichocki
2011	—	`conf`	Concatenation Method for High-temporal Resolution SSVEP-BCI. IJCCI (NCTA) Yohei Tomita, Antoine Gaume, Hovagim Bakardjian, Monique Maurice, Andrzej Cichocki, Yoko Yamaguchi, Gérard Dreyfus, François-Benoît Maurice
2011	—	`conf`	Determining the number of sources in high-density EEG recordings of event-related potentials by model order selection. MLSP Fengyu Cong, Zhaoshui He, Jarmo A. Hämäläinen, Andrzej Cichocki, Tapani Ristaniemi
2011	—	`conf`	EEG auditory steady state responses classification for the novel BCI. EMBC Hiroshi Higashi, Tomasz M. Rutkowski, Yoshikazu Washizawa, Andrzej Cichocki, Toshihisa Tanaka
2011	J	`jnl`	Emotional empathy transition patterns from human brain responses in interactive communication situations - Brain-computer and machine interactive interfacing approach. AI Soc. Tomasz M. Rutkowski, Andrzej Cichocki, Danilo P. Mandic, Toyoaki Nishida
2011	J	`jnl`	Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification. Neurocomputing Anh Huy Phan, Andrzej Cichocki
2011	Misc	`conf`	Fast damped gauss-newton algorithm for sparse and nonnegative tensor factorization. ICASSP Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
2011	J	`jnl`	Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization. Entropy Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari
2011	—	`conf`	Inferring Brain Networks through Graphical Models with Hidden Variables. MLINI Justin Dauwels, Hang Yu, Xueou Wang, François B. Vialatte, Charles-François Vincent Latchoumane, Jaeseung Jeong, Andrzej Cichocki
2011	B	`conf`	Information theory related learning. ESANN Thomas Villmann, José C. Príncipe, Andrzej Cichocki
2011	J	`jnl`	Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms. Comput. Hum. Behav. Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki, Donna Erickson, Jianting Cao, Danilo P. Mandic
2011	Misc	`conf`	Multi-channel EEG compression based on matrix and tensor decompositions. ICASSP Justin Dauwels, K. Srinivasan, M. Ramasubba Reddy, Andrzej Cichocki
2011	—	`conf`	Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach. NIPS Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Liqing Zhang, Tonio Ball, Andreas Schulze-Bonhage, Andrzej Cichocki
2011	—	`conf`	Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs. ICONIP (1) Yu Zhang, Guoxu Zhou, Qibin Zhao, Akinari Onishi, Jing Jin, Xingyu Wang, Andrzej Cichocki
2011	—	`conf`	Neurodynamics of Emotional Judgments in the Human Brain. IJCCI (NCTA) Kazuko Hiyoshi-Taniguchi, François-Benoît Vialatte, M. Kawasaki, Hironori Fukuyama, Andrzej Cichocki
2011	Misc	`conf`	Novel hierarchical ALS algorithm for nonnegative tensor factorization. ICASSP Anh Huy Phan, Andrzej Cichocki, Kiyotoshi Matsuoka, Jianting Cao
2011	—	`conf`	Optimization of EEG frequency bands for improved diagnosis of Alzheimer disease. EMBC Mohamed Elgendi, François B. Vialatte, Andrzej Cichocki, Charles-François Vincent Latchoumane, Jaeseung Jeong, Justin Dauwels
2011	J	`jnl`	PARAFAC algorithms for large-scale problems. Neurocomputing Anh Huy Phan, Andrzej Cichocki
2011	—	`conf`	Research on Relationship between Saccadic Eye Movements and EEG Signals in the Case of Free Movements and Cued Movements. ICONIP (1) Arao Funase, Andrzej Cichocki, Ichi Takumi
2011	J	`jnl`	Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing. Comput. Intell. Neurosci. Fabio Babiloni, Andrzej Cichocki, Saeid Sanei, Laura Astolfi, Febo Cincotti, Sara González Andino
2011	J	`jnl`	Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering. IEEE Trans. Neural Networks Zhaoshui He, Shengli Xie, Rafal Zdunek, Guoxu Zhou, Andrzej Cichocki
2010	—	`conf`	A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials. ICONIP (2) Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi
2010	J	`jnl`	A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG. NeuroImage Justin Dauwels, François-Benoît Vialatte, Toshimitsu Musha, Andrzej Cichocki
2010	J	`jnl`	Blind extraction of global signal from multi-channel noisy observations. IEEE Trans. Neural Networks Yoshikazu Washizawa, Yukihiko Yamashita, Toshihisa Tanaka, Andrzej Cichocki
2010	—	`conf`	Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential. LVA/ICA Fengyu Cong, Anh Huy Phan, Heikki Lyytinen, Tapani Ristaniemi, Andrzej Cichocki
2010	J	`jnl`	Complex Blind Source Extraction From Noisy Mixtures Using Second-Order Statistics. IEEE Trans. Circuits Syst. I Regul. Pap. Soroush Javidi, Danilo P. Mandic, Andrzej Cichocki
2010	J	`jnl`	Damped Newton Iterations for Nonnegative Matrix Factorization. Aust. J. Intell. Inf. Process. Syst. Rafal Zdunek, Anh Huy Phan, Andrzej Cichocki
2010	J	`jnl`	Detecting the Number of Clusters in n-Way Probabilistic Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Zhaoshui He, Andrzej Cichocki, Shengli Xie, Kyuwan Choi
2010	—	`conf`	EOG-related noise rejection in EEG signal with eye movement task by tensor product expansion with absolute error. EUSIPCO Akitoshi Itai, Arao Funase, Andrzej Cichocki, Hiroshi Yasukawa
2010	J	`jnl`	Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis. J. Circuits Syst. Comput. Tomasz M. Rutkowski, Danilo P. Mandic, Andrzej Cichocki, Andrzej W. Przybyszewski
2010	—	`conf`	Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials. ISNN (2) Fengyu Cong, Igor Kalyakin, Anh Huy Phan, Andrzej Cichocki, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi
2010	J	`jnl`	Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities. Entropy Andrzej Cichocki, Shun-ichi Amari
2010	J	`jnl`	Guest Editorial Special Section on Blind Signal Processing and Its Applications. IEEE Trans. Circuits Syst. I Regul. Pap. Shoji Makino, Andrzej Cichocki, Wei Xing Zheng, Aurelio Uncini
2010	—	`conf`	ICA Cleaning Procedure for EEG Signals Analysis - Application to Alzheimer's Disease Detection. BIOSIGNALS Jordi Solé-Casals, François B. Vialatte, Johannes Pantel, David Prvulovic, Corinna Haenschel, Andrzej Cichocki
2010	B	`conf`	Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials. IJCNN Fengyu Cong, Anh Huy Phan, Andrzej Cichocki, Heikki Lyytinen, Tapani Ristaniemi
2010	J	`jnl`	Mind Flipper: An EEG-Based Brain Computer Interface for Page-Turning During Presentation. Aust. J. Intell. Inf. Process. Syst. Yunjun Nam, Hyohyeong Kang, Qibin Zhao, Andrzej Cichocki, Seungjin Choi
2010	—	`conf`	Nonlinear Band Expansion and 3D Nonnegative Tensor Factorization for Blind Decomposition of Magnetic Resonance Image of the Brain. LVA/ICA Ivica Kopriva, Andrzej Cichocki
2010	J	`jnl`	Nonnegative DEDICOM Based On Tensor Decompositions for Social Networks Exploration. Aust. J. Intell. Inf. Process. Syst. Anh Huy Andrzej, Andrzej Cichocki, Thanh Vu Dinh
2010	—	`conf`	Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations. ICONIP (1) Anh Huy Phan, Andrzej Cichocki, Rafal Zdunek, Thanh Vu Dinh
2010	Misc	`conf`	Quantifying EEG synchrony using copulas. ICASSP Satish G. Iyengar, Justin Dauwels, Pramod K. Varshney, Andrzej Cichocki
2010	A	`conf`	Reduction of broadband noise in speech signals by multilinear subspace analysis. INTERSPEECH Yusuke Sato, Tetsuya Hoya, Hovagim Bakardjian, Andrzej Cichocki
2010	—	`conf`	Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis. ICONIP (2) Arao Funase, Motoaki Mouri, Andrzej Cichocki, Ichi Takumi
2010	Misc	`conf`	Separation of EOG artifacts from EEG signals using bivariate EMD. ICASSP Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Andrzej Cichocki
2010	—	`conf`	Sequential Coordinate-Wise DNMF for Face Recognition. ICAISC (1) Rafal Zdunek, Andrzej Cichocki
2010	J	`jnl`	Signal Processing for Neural Spike Trains. Comput. Intell. Neurosci. Theodore W. Berger, Zhe (Sage) Chen, Andrzej Cichocki, Karim G. Oweiss, Rodrigo Quian Quiroga, Nitish V. Thakor
2010	—	`conf`	Sparse Bump Modeling of mildAD Patients - Modeling Transient Oscillations in the EEG of Patients with Mild Alzheimer's Disease. BIOSIGNALS François-Benoît Vialatte, Charles-François Vincent Latchoumane, Nigel R. Hudson, Sunil Wimalaratna, Jordi Solé-Casals, Jaeseung Jeong, Andrzej Cichocki
2010	—	`conf`	Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification. ICONIP (2) Yoshikazu Washizawa, Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki
2009	—	`conf`	A compressive sensing approach for progressive transmission of images. DPS Saeid Sanei, Anh Huy Phan, Jen-Lung Lo, Vahid Abolghasemi, Andrzej Cichocki
2009	J	`jnl`	A multiplicative algorithm for convolutive non-negative matrix factorization based on squared Euclidean distance. IEEE Trans. Signal Process. Wenwu Wang, Andrzej Cichocki, Jonathon A. Chambers
2009	—	`conf`	Advances in PARAFAC Using Parallel Block Decomposition. ICONIP (1) Anh Huy Phan, Andrzej Cichocki
2009	C	`conf`	Blind Source Extraction using Spatio-temporal Inverse Filter. ISCAS Yoshikazu Washizawa, Yukihiko Yamashita, Andrzej Cichocki
2009	—	`conf`	Coherency and Sharpness Measures by using ICA Algorithms - An Investigation for Alzheimer's Disease Discrimination. BIOSIGNALS Jordi Solé i Casals, François B. Vialatte, Zhe (Sage) Chen, Andrzej Cichocki
2009	J	`jnl`	Estimation of Sparse Nonnegative Sources from Noisy Overcomplete Mixtures Using MAP. Neural Comput. Cesar F. Caiafa, Andrzej Cichocki
2009	J	`jnl`	Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Andrzej Cichocki, Anh Huy Phan
2009	—	`conf`	Implementation of matrix factorization based on minimizing quasi-absolute distance for electromagnetic global signal elimination. EUSIPCO Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa, Masayasu Hata
2009	J	`jnl`	Improved FOCUSS Method With Conjugate Gradient Iterations. IEEE Trans. Signal Process. Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, Shengli Xie
2009	J	`jnl`	K-hyperline clustering learning for sparse component analysis. Signal Process. Zhaoshui He, Andrzej Cichocki, Yuanqing Li, Shengli Xie, Saeid Sanei
2009	J	`jnl`	Kernel nonnegative matrix factorization for spectral EEG feature extraction. Neurocomputing Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi
2009	—	`conf`	Local Learning Rules for Nonnegative Tucker Decomposition. ICONIP (1) Anh Huy Phan, Andrzej Cichocki
2009	Misc	`conf`	Multichannel spectral pattern separation - An EEG processing application -. ICASSP Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Danilo P. Mandic, Jianting Cao, Anca L. Ralescu
2009	Misc	`conf`	Multilinear generalization of Common Spatial Pattern. ICASSP Qibin Zhao, Liqing Zhang, Andrzej Cichocki
2009	J	`jnl`	NeuroMath: Advanced Methods for the Estimation of Human Brain Activity and Connectivity. Comput. Intell. Neurosci. Laura Astolfi, Andrzej Cichocki, Fabio Babiloni
2009	—	`book`	Nonnegative Matrix and Tensor Factorizations - Applications to Exploratory Multi-way Data Analysis and Blind Source Separation. Andrzej Cichocki, Rafal Zdunek, Anh Huy Phan, Shun-ichi Amari
2009	J	`jnl`	Quantifying Statistical Interdependence by Message Passing on Graphs - Part I: One-Dimensional Point Processes. Neural Comput. Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki
2009	J	`jnl`	Quantifying Statistical Interdependence by Message Passing on Graphs - Part II: Multidimensional Point Processes. Neural Comput. Justin Dauwels, François B. Vialatte, Theophane Weber, Toshimitsu Musha, Andrzej Cichocki
2009	J	`jnl`	Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus. Neurocomputing Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
2009	—	`conf`	Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains. ICONIP (1) Qibin Zhao, Cesar F. Caiafa, Andrzej Cichocki, Liqing Zhang, Anh Huy Phan
2009	—	`conf`	Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals. ICONIP (1) Arao Funase, Motoaki Mouri, Andrzej Cichocki, Ichi Takumi
2008	J	`jnl`	A Note on Lewicki-Sejnowski Gradient for Learning Overcomplete Representations. Neural Comput. Zhaoshui He, Shengli Xie, Liqing Zhang, Andrzej Cichocki
2008	J	`jnl`	A new nonlinear similarity measure for multichannel signals. Neural Networks Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, José C. Príncipe
2008	J	`jnl`	Advances in Nonnegative Matrix and Tensor Factorization. Comput. Intell. Neurosci. Andrzej Cichocki, Morten Mørup, Paris Smaragdis, Wenwu Wang, Rafal Zdunek
2008	—	`conf`	An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony. ICONIP (1) Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki
2008	—	`conf`	Analysis on Saccade-Related Independent Components by Various ICA Algorithms for Developing BCI. ICONIP (2) Arao Funase, Motoaki Mouri, Tohru Yagi, Andrzej Cichocki, Ichi Takumi
2008	—	`conf`	Analyzing brain signals by combinatorial optimization. Allerton Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki
2008	—	`conf`	CG-M-FOCUSS and Its Application to Distributed Compressed Sensing. ISNN (1) Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, Jianting Cao
2008	—	`conf`	Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation. ICONIP (1) Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Anca L. Ralescu, Danilo P. Mandic
2008	C	`conf`	Control of a Wheelchair by Motor Imagery in Real Time. IDEAL Kyuwan Choi, Andrzej Cichocki
2008	—	`conf`	EEG Classification of Mild and Severe Alzheimer's Disease Using Parallel Factor Analysis Method. World Congress on Engineering (Selected Papers) Charles-François Vincent Latchoumane, François B. Vialatte, Jaeseung Jeong, Andrzej Cichocki
2008	—	`conf`	EMD Approach to Multichannel EEG Data - The Amplitude and Phase Synchrony Analysis Technique. ICIC (1) Tomasz M. Rutkowski, Danilo P. Mandic, Andrzej Cichocki, Andrzej W. Przybyszewski
2008	J	`jnl`	Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation. IEEE Trans. Neural Networks Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Shengli Xie, Cuntai Guan
2008	—	`conf`	Fast Multi-command SSVEP Brain Machine Interface without Training. ICANN (2) Pablo Martinez Vasquez, Hovagim Bakardjian, Montserrat Vallverdú, Andrzej Cichocki
2008	J	`jnl`	Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems. Comput. Intell. Neurosci. Rafal Zdunek, Andrzej Cichocki
2008	—	`conf`	Fast and Efficient Algorithms for Nonnegative Tucker Decomposition. ISNN (2) Anh Huy Phan, Andrzej Cichocki
2008	J	`jnl`	Global Signal Elimination and Local Signals Enhancement from EM Radiation Waves Using Independent Component Analysis. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa, Masayasu Hata
2008	J	`jnl`	Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals. IEEE Trans. Signal Process. Rafal Zdunek, Andrzej Cichocki
2008	—	`conf`	Improved Sparse Bump Modeling for Electrophysiological Data. ICONIP (1) François B. Vialatte, Justin Dauwels, Jordi Solé i Casals, Monique Maurice, Andrzej Cichocki
2008	—	`conf`	Improvement of Earthquake Prediction by using Global Signal Elimination from Environmental Electromagnetic Signals. IGARSS (5) Motoaki Mouri, Arao Funase, Ichi Takumi, Andrzej Cichocki, Hiroshi Yasukawa, Masayasu Hata
2008	—	`conf`	Improving the Quality of EEG Data in Patients with Alzheimer's Disease Using ICA. ICONIP (2) François B. Vialatte, Jordi Solé i Casals, Monique Maurice, Charles-François Vincent Latchoumane, Nigel R. Hudson, Sunil Wimalaratna, Jaeseung Jeong, Andrzej Cichocki
2008	B	`conf`	Incremental Common Spatial Pattern algorithm for BCI. IJCNN Qibin Zhao, Liqing Zhang, Andrzej Cichocki, Jie Li
2008	J	`jnl`	Introduction to the Issue on fMRI Analysis for Human Brain Mapping. IEEE J. Sel. Top. Signal Process. Tülay Adali, Z. Jane Wang, Martin J. McKeown, Philippe Ciuciu, Lars Kai Hansen, Andrzej Cichocki, Vincent D. Calhoun
2008	—	`conf`	Investigation of ICA Algorithms for Feature Extraction of EEG Signals in Discrimination of Alzheimer Disease. BIOSIGNALS (1) Jordi Solé i Casals, François B. Vialatte, Zhe (Sage) Chen, Andrzej Cichocki
2008	J	`jnl`	Non-negative matrix factorization with alpha-divergence. Pattern Recognit. Lett. Andrzej Cichocki, Hyekyoung Lee, Yong-Deok Kim, Seungjin Choi
2008	J	`jnl`	Noninvasive BCIs: Multiway Signal-Processing Array Decompositions. Computer Andrzej Cichocki, Yoshikazu Washizawa, Tomasz M. Rutkowski, Hovagim Bakardjian, Anh Huy Phan, Seungjin Choi, Hyekyoung Lee, Qibin Zhao, Liqing Zhang, Yuanqing Li
2008	J	`jnl`	Nonnegative Matrix and Tensor Factorization [Lecture Notes]. IEEE Signal Process. Mag. Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari
2008	Misc	`conf`	Nonnegative Tucker decomposition with alpha-divergence. ICASSP Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi
2008	J	`jnl`	Nonnegative matrix factorization with quadratic programming. Neurocomputing Rafal Zdunek, Andrzej Cichocki
2008	—	`conf`	On Similarity Measures for Spike Trains. ICONIP (1) Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki
2008	—	`conf`	On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration. ICONIP (1) Justin Dauwels, Yuki Tsukada, Yuichi Sakumura, Shin Ishii, Kazuhiro Aoki, Takeshi Nakamura, Michiyuki Matsuda, François B. Vialatte, Andrzej Cichocki
2008	Misc	`conf`	On the synchrony of empirical mode decompositions with application to electroencephalography. ICASSP Justin Dauwels, Tomasz M. Rutkowski, François B. Vialatte, Andrzej Cichocki
2008	B	`conf`	Single-class SVM classifier for localization of epileptic focus on the basis of EEG. IJCNN Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
2008	J	`jnl`	Sparse blind identification and separation by using adaptive K-orthodrome clustering. Neurocomputing Yoshikazu Washizawa, Andrzej Cichocki
2008	J	`jnl`	Split-test Bonferroni correction for QEEG statistical maps. Biol. Cybern. François B. Vialatte, Andrzej Cichocki
2008	—	`conf`	Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz). ICONIP (1) François B. Vialatte, Monique Maurice, Justin Dauwels, Andrzej Cichocki
2008	—	`conf`	Tomographic image reconstruction from limited-view projections with Wiener filtered focuss algorithm. ISBI Rafal Zdunek, Zhaoshui He, Andrzej Cichocki
2008	Misc	`conf`	When is non-negative matrix decomposition unique? CISS Scott Rickard, Andrzej Cichocki
2007	—	`conf`	A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer's Disease Based on EEG. ICONIP (1) Justin Dauwels, François B. Vialatte, Andrzej Cichocki
2007	B	`conf`	A New Nonlinear Similarity Measure for Multichannel Biological Signals. IJCNN Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, José C. Príncipe
2007	—	`conf`	A Novel Measure for Synchrony and its Application to Neural Signals. ICASSP (4) Justin Dauwels, François B. Vialatte, Andrzej Cichocki
2007	—	`conf`	A Unifying Approach to the Derivation of the Class of PNLMS Algorithms. DSP Beth Jelfs, Danilo P. Mandic, Andrzej Cichocki
2007	J	`jnl`	Advances in Blind Source Separation. EURASIP J. Adv. Signal Process. Andrzej Cichocki, Frank Ehlers
2007	J	`jnl`	Algorithms with high order convergence speed for blind source extraction. Comput. Optim. Appl. Pando G. Georgiev, Panos M. Pardalos, Andrzej Cichocki
2007	—	`conf`	An Efficient ISNN (2) Zhaoshui He, Andrzej Cichocki
2007	J	`jnl`	Analysis and Online Realization of the CCA Approach for Blind Source Separation. IEEE Trans. Neural Networks Wei Liu, Danilo P. Mandic, Andrzej Cichocki
2007	—	`conf`	Applying Non-negative Matrix Factorization for global signal elimination from electromagnetic signals. EUSIPCO Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa, Masayasu Hata
2007	J	`jnl`	Bayesian estimation of the number of principal components. Signal Process. Abd-Krim Seghouane, Andrzej Cichocki
2007	—	`conf`	Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing. ICONIP (2) Rafal Zdunek, Andrzej Cichocki
2007	J	`jnl`	Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications. Comput. Intell. Neurosci. Fabio Babiloni, Andrzej Cichocki, Shangkai Gao
2007	J	`jnl`	Convolutive Blind Source Separation in the Frequency Domain Based on Sparse Representation. IEEE Trans. Speech Audio Process. Zhaoshui He, Shengli Xie, Shuxue Ding, Andrzej Cichocki
2007	—	`conf`	EEG Windowed Statisticalwavelet Deviation for Estimation of Muscular Artifacts. ICASSP (4) François B. Vialatte, Jordi Solé-Casals, Andrzej Cichocki
2007	J	`jnl`	EEG/MEG Signal Processing. Comput. Intell. Neurosci. Andrzej Cichocki, Saeid Sanei
2007	—	`conf`	Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine. ICANNGA (2) Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
2007	J	`jnl`	Event-driven Video Awareness Providing Physical Security. World Wide Web Dimitrios Georgakopoulos, Donald Baker, Marian H. Nodine, Andrzej Cichocki
2007	—	`conf`	Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation. ICONIP (1) Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, Liqing Zhang
2007	J	`jnl`	Fully Online Multicommand Brain-Computer Interface with Visual Neurofeedback Using SSVEP Paradigm. Comput. Intell. Neurosci. Pablo Martinez, Hovagim Bakardjian, Andrzej Cichocki
2007	—	`conf`	Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization. ICA Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari
2007	J	`jnl`	Matrix-Group Algorithm via Improved Whitening Process for Extracting Statistically Independent Sources From Array Signals. IEEE Trans. Signal Process. Da-Zheng Feng, Wei Xing Zheng, Andrzej Cichocki
2007	—	`conf`	Measuring Neural Synchrony by Message Passing. NIPS Justin Dauwels, François B. Vialatte, Tomasz M. Rutkowski, Andrzej Cichocki
2007	—	`conf`	Modified Modulated Hebb-Oja Learning Rule: A Method for Biologically Plausible Principal Component Analysis. ICONIP (1) Marko Jankovic, Pablo Martinez, Zhe (Sage) Chen, Andrzej Cichocki
2007	J	`jnl`	Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches. Int. J. Neural Syst. Andrzej Cichocki, Rafal Zdunek
2007	—	`conf`	Non-Negative Tensor Factorization using Alpha and Beta Divergences. ICASSP (3) Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari
2007	J	`jnl`	Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. J. VLSI Signal Process. Hualiang Li, Tülay Adali, Wei Wang, Darren Emge, Andrzej Cichocki
2007	J	`jnl`	Nonnegative Tensor Factorization for Continuous EEG Classification. Int. J. Neural Syst. Hyekyoung Lee, Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi
2007	J	`jnl`	Nonnegative matrix factorization with constrained second-order optimization. Signal Process. Rafal Zdunek, Andrzej Cichocki
2007	J	`jnl`	Novel Features for Brain-Computer Interfaces. Comput. Intell. Neurosci. Wei Lee Woon, Andrzej Cichocki
2007	—	`conf`	Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. ICANNGA (2) Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari
2007	—	`conf`	Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization. ISNN (3) Andrzej Cichocki, Rafal Zdunek
2007	J	`jnl`	Robust Sparse Component Analysis Based on a Generalized Hough Transform. EURASIP J. Adv. Signal Process. Fabian J. Theis, Pando G. Georgiev, Andrzej Cichocki
2007	—	`conf`	Sparse Super Symmetric Tensor Factorization. ICONIP (1) Andrzej Cichocki, Marko Jankovic, Rafal Zdunek, Shun-ichi Amari
2007	J	`jnl`	Statistical Modeling and Analysis of Laser-Evoked Potentials of Electrocorticogram Recordings from Awake Humans. Comput. Intell. Neurosci. Zhe Chen, Shinji Ohara, Jianting Cao, François-Benoît Vialatte, Fred Lenz, Andrzej Cichocki
2006	—	`conf`	A Flexible Method for Envelope Estimation in Empirical Mode Decomposition. KES (3) Yoshikazu Washizawa, Toshihisa Tanaka, Danilo P. Mandic, Andrzej Cichocki
2006	J	`jnl`	A near real-time approach for convolutive blind source separation. IEEE Trans. Circuits Syst. I Regul. Pap. Shuxue Ding, Jie Huang, Daming Wei, Andrzej Cichocki
2006	C	`conf`	An analysis of the CCA approach for blind source separation and its adaptive realization. ISCAS Wei Liu, Danilo P. Mandic, Andrzej Cichocki
2006	—	`conf`	Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation. ICA Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Cuntai Guan
2006	—	`conf`	Analysis on EEG Signals in Visually and Auditorily Guided Saccade Task by FICAR. ICA Arao Funase, Tohru Yagi, Motoaki Mouri, Allan Kardec Barros, Andrzej Cichocki, Ichi Takumi
2006	—	`conf`	Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach. KES (3) Tomasz M. Rutkowski, François B. Vialatte, Andrzej Cichocki, Danilo P. Mandic, Allan Kardec Barros
2006	—	`conf`	Awareness-Enabled Coordination for Large Scale Collaboration Management. CTS Dimitrios Georgakopoulos, Marian H. Nodine, Donald Baker, Andrzej Cichocki
2006	C	`conf`	Awareness-based Collaboration Driving Process-based Coordination. CollaborateCom Dimitrios Georgakopoulos, Marian H. Nodine, Donald Baker, Andrzej Cichocki
2006	—	`conf`	Bayesian estimation of the number of principal components. EUSIPCO Abd-Krim Seghouane, Andrzej Cichocki
2006	J	`jnl`	Blind Second-Order Source Extraction of Instantaneous Noisy Mixtures. IEEE Trans. Circuits Syst. II Express Briefs Wei Liu, Danilo P. Mandic, Andrzej Cichocki
2006	J	`jnl`	Blind estimation of channel parameters and source components for EEG signals: a sparse factorization approach. IEEE Trans. Neural Networks Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari
2006	C	`conf`	Blind source extraction of instantaneous noisy mixtures using a linear predictor. ISCAS Wei Liu, Danilo P. Mandic, Andrzej Cichocki
2006	J	`jnl`	Constrained Projection Approximation Algorithms for Principal Component Analysis. Neural Process. Lett. Seungjin Choi, Jong-Hoon Ahn, Andrzej Cichocki
2006	—	`conf`	Constrained non-Negative Matrix Factorization Method for EEG Analysis in Early Detection of Alzheimer Disease. ICASSP (5) Zhe (Sage) Chen, Andrzej Cichocki, Tomasz M. Rutkowski
2006	—	`conf`	Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms. ICA Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari
2006	Misc	`conf`	Extended SMART Algorithms for Non-negative Matrix Factorization . ICAISC Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, Raul Kompass, Gen Hori, Zhaoshui He
2006	—	`conf`	From Events to Awareness. SCW Donald Baker, Dimitrios Georgakopoulos, Marian H. Nodine, Andrzej Cichocki
2006	—	`conf`	Global Noise Elimination from ELF Band Electromagnetic Signals by Independent Component Analysis. ICA Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa, Masayasu Hata
2006	—	`conf`	Global signal elimination from ELF band electromagnetic signals by Independent Component Analysis. EUSIPCO Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa, Masayasu Hata
2006	—	`conf`	Iterative Projection Approximation Algorithms for PCA. ICASSP (5) Seungjin Choi, Jong-Hoon Ahn, Andrzej Cichocki
2006	—	`conf`	K-EVD Clustering and Its Applications to Sparse Component Analysis. ICA Zhaoshui He, Andrzej Cichocki
2006	—	`conf`	K-Hyperplanes Clustering and Its Application to Sparse Component Analysis. ICONIP (1) Zhaoshui He, Andrzej Cichocki, Shengli Xie
2006	—	`conf`	New Algorithms for Non-Negative Matrix Factorization in Applications to Blind Source Separation. ICASSP (5) Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari
2006	Misc	`conf`	Non-negative Matrix Factorization with Quasi-Newton Optimization. ICAISC Rafal Zdunek, Andrzej Cichocki
2006	—	`conf`	Nonnegative Matrix Factorization for Motor Imagery EEG Classification. ICANN (2) Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi
2006	—	`conf`	On-Line K-PLANE Clustering Learning Algorithm for Sparse Comopnent Analysis. ICASSP (5) Yoshikazu Washizawa, Andrzej Cichocki
2006	J	`jnl`	Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation. IEEE Trans. Inf. Theory Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Cuntai Guan
2006	J	`jnl`	Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis. IEEE Trans. Biomed. Eng. Wakako Nakamura, Kimitaka Anami, Takeyuki Mori, Osamu Saitoh, Andrzej Cichocki, Shun-ichi Amari
2006	—	`conf`	Removal of ocular artifacts for high resolution EEG studies: a simulation study. EMBC Laura Astolfi, Febo Cincotti, Donatella Mattia, Fabio Babiloni, Maria Grazia Marciani, Fabrizio de Vico Fallani, Marco Mattiocco, Fumikazu Miwakeichi, Yoko Yamaguchi, Pablo Martinez, Serenella Salinari, Andrea Tocci, Hovagim Bakardjian, François-Benoît Vialatte, Andrzej Cichocki
2006	J	`jnl`	Sequential blind source separation based exclusively on second-order statistics developed for a class of periodic signals. IEEE Trans. Signal Process. Maria G. Jafari, Wenwu Wang, Jonathon A. Chambers, Tetsuya Hoya, Andrzej Cichocki
2006	—	`conf`	Single trial method for Brain-Computer Interface. EMBC Arao Funase, Tohru Yagi, Allan Kardec Barros, Andrzej Cichocki, Ichi Takumi
2006	—	`conf`	Sparse Bump Sonification: A New Tool for Multichannel EEG Diagnosis of Mental Disorders; Application to the Detection of the Early Stage of Alzheimer's Disease. ICONIP (3) François B. Vialatte, Andrzej Cichocki
2006	J	`jnl`	Underdetermined blind source separation based on sparse representation. IEEE Trans. Signal Process. Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Daniel W. C. Ho, Shengli Xie
2006	—	`conf`	Visualization of Dynamic Brain Activities Based on the Single-Trial MEG and EEG Data Analysis. ISNN (2) Jianting Cao, Liangyu Zhao, Andrzej Cichocki
2005	—	`conf`	A class of novel blind source extraction algorithms based on a linear predictor. ISCAS (4) Wei Liu, Danilo P. Mandic, Andrzej Cichocki
2005	—	`conf`	Awareness-Enabled Coordination. SAINT Workshops Donald Baker, Andrzej Cichocki, Dimitrios Georgakopoulos, Marian H. Nodine
2005	—	`conf`	Blind Identification and Deconvolution for Noisy Two-Input Two-Output Channels. ISNN (2) Yuanqing Li, Andrzej Cichocki, Jianzhao Qin
2005	J	`jnl`	Blind source separation of acoustic signals in realistic environments based on ICA in the time-frequency domain. Int. J. Pervasive Comput. Commun. Shuxue Ding, Andrzej Cichocki, Jie Huang, Daming Wei
2005	—	`conf`	Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals. ICANN (1) François B. Vialatte, Andrzej Cichocki, Gérard Dreyfus, Toshimitsu Musha, Sergei L. Shishkin, Rémi Gervais
2005	—	`conf`	ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System. ISNN (1) Jianzhao Qin, Yuanqing Li, Andrzej Cichocki
2005	J	`jnl`	Sparse component analysis and blind source separation of underdetermined mixtures. IEEE Trans. Neural Networks Pando G. Georgiev, Fabian J. Theis, Andrzej Cichocki
2005	J	`jnl`	Stereophonic noise reduction using a combined sliding subspace projection and adaptive signal enhancement. IEEE Trans. Speech Audio Process. Tetsuya Hoya, Toshihisa Tanaka, Andrzej Cichocki, Takahiro Murakami, Gen Hori, Jonathon A. Chambers
2004	J	`jnl`	Analysis of Sparse Representation and Blind Source Separation. Neural Comput. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari
2004	—	`conf`	Beyond ICA: robust sparse signal representations. ISCAS (5) Andrzej Cichocki, Yuanqing Li, Pando G. Georgiev, Shun-ichi Amari
2004	Misc	`conf`	Blind Extraction of Sparse Images from under-determined Mixtures. ICCVG Wlodzimierz Kasprzak, Andrzej Cichocki, Adam F. Okazaki
2004	Misc	`conf`	Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications. ICAISC Andrzej Cichocki, Jacek M. Zurada
2004	J	`jnl`	Blind source estimation of FIR channels for binary sources: a grouping decision approach. Signal Process. Yuanqing Li, Andrzej Cichocki, Liqing Zhang
2004	J	`jnl`	Blind source extraction from convolutive mixtures in ill-conditioned multi-input multi-output channels. IEEE Trans. Circuits Syst. I Regul. Pap. Yuanqing Li, Jun Wang, Andrzej Cichocki
2004	—	`conf`	Blind source separation and sparse component analysis of overcomplete mixtures. ICASSP (5) Pando G. Georgiev, Fabian J. Theis, Andrzej Cichocki
2004	J	`jnl`	From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability. IEEE Trans. Neural Networks Sergio Antonio Cruces-Alvarez, Andrzej Cichocki, Shun-ichi Amari
2004	J	`jnl`	Guest Editorial Special Issue on Information Theoretic Learning. IEEE Trans. Neural Networks José Carlos Príncipe, Erkki Oja, Lei Xu, Andrzej Cichocki, Deniz Erdogmus
2004	J	`jnl`	Multichannel blind deconvolution of nonminimum-phase systems using filter decomposition. IEEE Trans. Signal Process. Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari
2004	J	`jnl`	Providing Transactional Properties for Migrating Workflows. Mob. Networks Appl. Andrzej Cichocki, Marek Rusinkiewicz
2004	B	`conf`	Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. ESANN Fabian J. Theis, Pando G. Georgiev, Andrzej Cichocki
2004	J	`jnl`	Self-adaptive blind source separation based on activation functions adaptation. IEEE Trans. Neural Networks Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari
2004	—	`conf`	Sparse component analysis of overcomplete mixtures by improved basis pursuit method. ISCAS (5) Pando G. Georgiev, Andrzej Cichocki
2004	—	`conf`	Subband decomposition independent component analysis and new performance criteria. ICASSP (5) Toshihisa Tanaka, Andrzej Cichocki
2004	—	`conf`	Thin QR and SVD factorizations for simultaneous blind signal extraction. EUSIPCO Sergio Cruces, Andrzej Cichocki, Lieven De Lathauwer
2003	J	`jnl`	A robust approach to independent component analysis of signals with high-level noise measurements. IEEE Trans. Neural Networks Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda
2003	—	`conf`	An on-line algorithm for blind source extraction based on nonlinear prediction approach. NNSP Danilo P. Mandic, Andrzej Cichocki, Uttachai Manmontri
2003	J	`jnl`	Approximate Maximum Likelihood Source Separation Using the Natural Gradient. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Seungjin Choi, Andrzej Cichocki, Liqing Zhang, Shun-ichi Amari
2003	J	`jnl`	Blind Separation and Extraction of Binary Sources. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Yuanqing Li, Andrzej Cichocki, Liqing Zhang
2003	J	`jnl`	Blind Source Separation Algorithms with Matrix Constraints. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Andrzej Cichocki, Pando G. Georgiev
2003	—	`conf`	Blind deconvolution of FIR channels with binary sources: a grouping decision approach. ICASSP (4) Yuanqing Li, Andrzej Cichocki, Liqing Zhang
2003	—	`conf`	Independent Residual Analysis for Temporally Correlated Signals. IWANN (1) Liqing Zhang, Andrzej Cichocki
2003	J	`jnl`	Robust Independent Component Analysis via Time-Delayed Cumulant Functions. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Pando G. Georgiev, Andrzej Cichocki
2003	J	`jnl`	Second-order statistics based blind source separation using a bank of subband filters. Digit. Signal Process. Reda R. Gharieb, Andrzej Cichocki
2003	—	`conf`	Sparse Representation and Its Applications in Blind Source Separation. NIPS Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Sergei L. Shishkin, Jianting Cao, Fanji Gu
2003	—	`conf`	Sparse representation of images using alternating linear programming. ISSPA (1) Yuanqing Li, Andrzej Cichocki
2003	J	`jnl`	Wavelet-Like Receptive Fields Emerges by Non-Linear Minimization of Neuron Error. Int. J. Neural Syst. Allan Kardec Barros, Andrzej Cichocki, Noboru Ohnishi
2002	—	`book`	Adaptive Blind Signal and Image Processing - Learning Algorithms and Applications. Andrzej Cichocki, Shun-ichi Amari
2002	A*	`conf`	Advanced Process-Based Component Integration in Telcordia's Cable OSS. ICDE Anne H. H. Ngu, Dimitrios Georgakopoulos, Donald Baker, Andrzej Cichocki, Joseph Desmarais, Peter Bates
2002	J	`jnl`	Awareness Provisioning in Collaboration Management. Int. J. Cooperative Inf. Syst. Donald Baker, Dimitrios Georgakopoulos, Hans Schuster, Andrzej Cichocki
2002	—	`conf`	Blind identification problems with constraints. NNSP Andrzej Cichocki, Pando G. Georgiev
2002	J	`jnl`	Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis. Biol. Cybern. Sergiy A. Vorobyov, Andrzej Cichocki
2002	—	`conf`	Blind signal extraction of signals with specified frequency band. NNSP Andrzej Cichocki, Tomasz M. Rutkowski, Krzysztof Siwek
2002	J	`jnl`	Equivariant nonstationary source separation. Neural Networks Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari
2002	J	`jnl`	Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization. Neurocomputing Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda
2002	—	`conf`	Neural Coding by Redundancy Reduction and Correlation. SBRN Allan Kardec Barros, Andrzej Cichocki
2002	J	`jnl`	On a new blind signal extraction algorithm: different criteria and stability analysis. IEEE Signal Process. Lett. Sergio Antonio Cruces-Alvarez, Andrzej Cichocki, Shun-ichi Amari
2002	J	`jnl`	Process-Based E-Service Composition for Modeling and Automating Zero Latency Supply Chains. Inf. Syst. Frontiers Dimitrios Georgakopoulos, Hans Schuster, Andrzej Cichocki, Donald Baker
2002	C	`conf`	Robust Blind Source Separation Utilizing Second and Fourth Order Statistics. ICANN Pando G. Georgiev, Andrzej Cichocki
2002	J	`jnl`	Robust blind source separation algorithms using cumulants. Neurocomputing Sergio Cruces, Luis Castedo, Andrzej Cichocki
2002	Misc	`conf`	Robust blind source separation and dispersing algorithms. ICASSP Pando G. Georgiev, Andrzej Cichocki
2002	J	`jnl`	Second Order Nonstationary Source Separation. J. VLSI Signal Process. Seungjin Choi, Andrzej Cichocki, Adel Belouchrani
2001	—	`conf`	Application of time-frequency distributions to the independent component analysis of ECG signals. ISSPA Assya Bousbia-Salah, Adel Belouchrani, Andrzej Cichocki
2001	—	`conf`	Blind source separation via symmetric eigenvalue decomposition. ISSPA Pando G. Georgiev, Andrzej Cichocki
2001	—	`conf`	Correlation matching approach to source separation in the presence of spatially correlated noise. ISSPA Seungjin Choi, Andrzej Cichocki
2001	Misc	`conf`	Efficient extraction of evoked potentials by combination of Wiener filtering and subspace methods. ICASSP Andrzej Cichocki, Reda R. Gharieb, Tetsuya Hoya
2001	—	`conf`	Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. IWANN (2) Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki
2001	J	`jnl`	Extraction of Specific Signals with Temporal Structure. Neural Comput. Allan Kardec Barros, Andrzej Cichocki
2001	J	`jnl`	Hyper Radial Basis Function Neural Networks for Interference Cancellation with Nonlinear Processing of Reference Signal. Digit. Signal Process. Sergiy A. Vorobyov, Andrzej Cichocki
2001	J	`jnl`	Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression. Neural Comput. Appl. Roman Rosipal, Mark A. Girolami, Leonard J. Trejo, Andrzej Cichocki
2001	J	`jnl`	Noise reduction in brain evoked potentials based on third-order correlations. IEEE Trans. Biomed. Eng. Reda R. Gharieb, Andrzej Cichocki
2001	Misc	`conf`	On-line EEG classification and sleep spindles detection using an adaptive recursive bandpass filter. ICASSP Reda R. Gharieb, Andrzej Cichocki
2001	J	`jnl`	Semiparametric model and superefficiency in blind deconvolution. Signal Process. Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki
2001	—	`conf`	The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. IWANN (2) Sergio Cruces, Andrzej Cichocki, Shun-ichi Amari
2000	J	`jnl`	An iterative inversion approach to blind source separation. IEEE Trans. Neural Networks Learn. Syst. Sergio Antonio Cruces-Alvarez, Andrzej Cichocki, Luis Castedo
2000	—	`conf`	Extraction of Statistically Dependent Sources with Temporal Structure. SBRN Allan Kardec Barros, Andrzej Cichocki, Noboru Ohnishi
2000	J	`jnl`	Flexible Independent Component Analysis. J. VLSI Signal Process. Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari
2000	Misc	`conf`	Local stability analysis of flexible independent component analysis algorithm. ICASSP Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari
2000	A*	`conf`	Managing Escalation of Collaboration Processes in Crisis Mitigation Situations. ICDE Dimitrios Georgakopoulos, Hans Schuster, Donald Baker, Andrzej Cichocki
2000	A	`conf`	Modeling and Composing Service-Based nd Reference Process-Based Multi-enterprise Processes. CAiSE Hans Schuster, Dimitrios Georgakopoulos, Andrzej Cichocki, Donald Baker
2000	J	`jnl`	Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation. Neural Comput. Shun-ichi Amari, Tianping Chen, Andrzej Cichocki
2000	Misc	`conf`	Novel blind source separation algorithms using cumulants. ICASSP Sergio Cruces, Luis Castedo, Andrzej Cichocki
2000	J	`jnl`	On-line Algorithm for Blind Signal Extraction of Arbitrarily Distributed, but Temporally Correlated Sources Using Second Order Statistics. Neural Process. Lett. Andrzej Cichocki, Ruck Thawonmas
2000	—	`conf`	Process-Based Service Integration for Zero Latency Supply Chains in Virtual Enterprises. AIWoRC Dimitrios Georgakopoulos, Andrzej Cichocki, Hans Schuster, Donald Baker
2000	—	`conf`	Process-based e-service integration. TES Dimitrios Georgakopoulos, Andrzej Cichocki, Hans Schuster, Donald Baker
2000	A*	`conf`	The Collaboration Management Infrastructure. ICDE Hans Schuster, Donald Baker, Andrzej Cichocki, Dimitrios Georgakopoulos, Marek Rusinkiewicz
1999	J	`jnl`	An unsupervised hybrid network for blind separation of independent non-Gaussian source signals in multipath environment. J. Commun. Networks Seungjin Choi, Andrzej Cichocki
1999	—	`conf`	Blind separation and filtering using state space models. ISCAS (5) Andrzej Cichocki, Liqing Zhang, Tomasz M. Rutkowski
1999	J	`jnl`	Learning in dynamic neural networks using signal flow graphs. Int. J. Circuit Theory Appl. Stanislaw Osowski, Andrzej Cichocki
1999	J	`jnl`	Managing Process and Service Fusion in Virtual Enterprises. Inf. Syst. Dimitrios Georgakopoulos, Hans Schuster, Andrzej Cichocki, Donald Baker
1999	J	`jnl`	Natural gradient algorithm for blind separation of overdetermined mixture with additive noise. IEEE Signal Process. Lett. Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari
1999	J	`jnl`	Neural networks for blind separation with unknown number of sources. Neurocomputing Andrzej Cichocki, Juha Karhunen, Wlodzimierz Kasprzak, Ricardo Vigário
1999	B	`conf`	Providing Customized Process and Situation Awareness in the Collaboration Management Infrastructure. CoopIS Donald Baker, Dimitrios Georgakopoulos, Hans Schuster, Anthony R. Cassandra, Andrzej Cichocki
1999	—	`conf`	Providing Transactional Properties for Migrating Workflows. DEXA Workshop Andrzej Cichocki, Marek Rusinkiewicz
1999	—	`conf`	Robust batch algorithm for sequential blind extraction of noisy biomedical signals. ISSPA Andrzej Cichocki, Allan Kardec Barros
1999	J	`jnl`	Self-whitening algorithms for adaptive equalization and deconvolution. IEEE Trans. Signal Process. Scott C. Douglas, Andrzej Cichocki, Shun-ichi Amari
1999	—	`conf`	Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems NIPS Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki
1999	Misc	`conf`	Two spatio-temporal decorrelation learning algorithms and their application to multichannel blind deconvolution. ICASSP Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari
1998	—	`conf`	A Fixed-Point Algorithm for Independent Component Analysis which uses a priori Information. SBRN Allan Kardec Barros, Andrzej Cichocki
1998	J	`jnl`	A Spurious Equilibria-free Learning Algorithm for the Blind Separation of Non-zoer Skewness Signals. Neural Process. Lett. Seungjin Choi, Ruey-Wen Liu, Andrzej Cichocki
1998	J	`jnl`	A common neural-network model for unsupervised exploratory data analysis and independent component analysis. IEEE Trans. Neural Networks Mark A. Girolami, Andrzej Cichocki, Shun-ichi Amari
1998	J	`jnl`	Adaptive blind signal processing-neural network approaches. Proc. IEEE Shun-ichi Amari, Andrzej Cichocki
1998	—	`conf`	Blind Separation of Filtered Sources Using State-Space Approach. NIPS Liqing Zhang, Andrzej Cichocki
1998	J	`jnl`	Information-theoretic approach to blind separation of sources in non-linear mixture. Signal Process. Howard Hua Yang, Shun-ichi Amari, Andrzej Cichocki
1998	J	`jnl`	Robust techniques for independent component analysis (ICA) with noisy data. Neurocomputing Andrzej Cichocki, Scott C. Douglas, Shun-ichi Amari
1998	B	`conf`	Two-stage Blind Deconvolution Using State-space Models. ICONIP Andrzej Cichocki, Liqing Zhang
1997	J	`jnl`	A Minor Component Analysis Algorithm. Neural Networks Fa-Long Luo, Rolf Unbehauen, Andrzej Cichocki
1997	—	`conf`	Adaptive Blind Deconvolution and Equalization with Self-Adaptive Nonlinearities: An Information-theoretic Approach. ICONIP (1) Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari
1997	C	`conf`	Adaptive On-line Learing Algorithm for Robust Estimation of Parameters of Noisy Sinusoidal Signals. ICANN Tadeusz Lobos, Andrzej Cichocki, Pawel Kostyla, Zbigniew Waclawek
1997	—	`conf`	Blind Source Separation and Deconvolution of Fast Sampled Signals. ICONIP (1) Andrew D. Back, Andrzej Cichocki
1997	J	`jnl`	Blind Source Separation with Convolutive Noise Cancellation. Neural Comput. Appl. Wlodzimierz Kasprzak, Andrzej Cichocki, Shun-ichi Amari
1997	Misc	`conf`	Blind extraction of source signals with specified stochastic features. ICASSP Ruck Thawonmas, Andrzej Cichocki
1997	—	`conf`	Dual cascade networks for blind signal extraction. ICNN Andrzej Cichocki, Ruck Thawonmas, Shun-ichi Amari
1997	—	`conf`	InfoSleuth: Semantic Integration of Information in Open and Dynamic Environments (Experience Paper). SIGMOD Conference Roberto J. Bayardo Jr., William Bohrer, Richard S. Brice, Andrzej Cichocki, Jerry Fowler, Abdelsalam Helal, Vipul Kashyap, Tomasz Ksiezyk, Gale Martin, Marian H. Nodine, Mosfeq Rashid, Marek Rusinkiewicz, Ray Shea, C. Unnikrishnan, Amy Unruh, Darrell Woelk
1997	—	`conf`	Information backpropagation for blind separation of sources in nonlinear mixture. ICNN Howard Hua Yang, Shun-ichi Amari, Andrzej Cichocki
1997	J	`jnl`	Modified Herault-Jutten Algorithms for Blind Separation of Sources. Digit. Signal Process. Andrzej Cichocki, Robert E. Bogner, Leszek Moszczynski, Kenneth J. Pope
1997	—	`conf`	Natural Gradient Learning Algorithms for Decorrelation. ICONIP (1) Seungjin Choi, Shun-ichi Amari, Andrzej Cichocki
1997	J	`jnl`	Neural Networks for Solving Linear Inequality Systems. Parallel Comput. Andrzej Cichocki, Andrzej Bargiela
1997	J	`jnl`	Neural networks for blind decorrelation of signals. IEEE Trans. Signal Process. Scott C. Douglas, Andrzej Cichocki
1997	—	`conf`	Non-Holonomic Constraints in Learning Blind Source Separation. ICONIP (1) Shun-ichi Amari, Ta Chen, Andrzej Cichocki
1997	J	`jnl`	On Neural Blind Separation with Noise Suppression and Redundancy Reduction. Int. J. Neural Syst. Juha Karhunen, Andrzej Cichocki, Wlodzimierz Kasprzak, Petteri Pajunen
1997	J	`jnl`	On-Line Step-Size Selection for Training of Adaptive Systems. IEEE Signal Process. Mag. Scott C. Douglas, Andrzej Cichocki
1997	—	`conf`	On-line Adaptive Algorithms for Blind Equalization of Multi-Channel Systems. ICONIP (1) Andrzej Cichocki, Jianting Cao, L. Sabala
1997	Misc	`conf`	Rates of convergence of the recursive radial basis function networks. ICASSP Janusz Mazurek, Adam Krzyzak, Andrzej Cichocki
1997	Misc	`conf`	Robust PCA neural networks for random noise reduction of the data. ICASSP Stanislaw Osowski, Andrzej Majkowski, Andrzej Cichocki
1997	J	`jnl`	Stability Analysis of Learning Algorithms for Blind Source Separation. Neural Networks Shun-ichi Amari, Tianping Chen, Andrzej Cichocki
1997	—	`conf`	The InfoSleuth Project. SIGMOD Conference Roberto J. Bayardo Jr., William Bohrer, Richard S. Brice, Andrzej Cichocki, Jerry Fowler, Abdelsalam Helal, Vipul Kashyap, Tomasz Ksiezyk, Gale Martin, Marian H. Nodine, Mosfeq Rashid, Marek Rusinkiewicz, Ray Shea, C. Unnikrishnan, Amy Unruh, Darrell Woelk
1996	—	`conf`	A Database Environment for Workflow Specification and Execution. CODAS Dominique Jean, Andrzej Cichocki, Marek Rusinkiewicz
1996	—	`conf`	Adaptive neural networks for robust estimation of parameters of noisy harmonic signals. EUSIPCO Andrzej Cichocki, Pawel Kostyla, Tadeusz Lobos, Zbigniew Waclawek
1996	J	`jnl`	Bounding the Effects of Compensation under Relaxed Multi-level Serializability. Distributed Parallel Databases Piotr Krychniak, Marek Rusinkiewicz, Andrzej Cichocki, Amit P. Sheth, Gomer Thomas
1996	B	`conf`	Hidden image separation from incomplete image mixtures by independent component analysis. ICPR Wlodzimierz Kasprzak, Andrzej Cichocki
1996	—	`conf`	Neural network approach to blind separation and enhancement of images. EUSIPCO Andrzej Cichocki, Wlodzimierz Kasprzak, Shun-ichi Amari
1996	B	`conf`	Recurrent least square learning for quasi-parallel principal component analysis. ESANN Wlodzimierz Kasprzak, Andrzej Cichocki
1996	J	`jnl`	Robust Image Association by Recurrent Neural Subnetworks. Neural Process. Lett. Wladyslaw Skarbek, Andrzej Cichocki
1995	—	`conf`	A New Learning Algorithm for Blind Signal Separation. NIPS Shun-ichi Amari, Andrzej Cichocki, Howard Hua Yang
1995	J	`jnl`	Neural networks for linear inverse problems with incomplete data especially in applications to signal and image reconstruction. Neurocomputing Andrzej Cichocki, Rolf Unbehauen, Markus Lendl, Klaus Weinzierl
1994	J	`jnl`	Simplified neural networks for solving linear least squares and total least squares problems in real time. IEEE Trans. Neural Networks Andrzej Cichocki, Rolf Unbehauen
1993	—	`book`	Neural networks for optimization and signal processing. Andrzej Cichocki, Rolf Unbehauen
1992	J	`jnl`	Neural networks for computing eigenvalues and eigenvectors. Biol. Cybern. Andrzej Cichocki, Rolf Unbehauen
1992	J	`jnl`	Towards a Model for Multidatabase Transactions. Int. J. Cooperative Inf. Syst. Marek Rusinkiewicz, Piotr Krychniak, Andrzej Cichocki
1991	J	`jnl`	Switched-capacitor neural networks for differential optimization. Int. J. Circuit Theory Appl. Andrzej Cichocki, Rolf Unbehauen