Danilo P. Mandic

621 papers A* 9A 2B 32C 6Misc 81Journal 362Unranked 125

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A novel backpropagation algorithm based on negated kurtosis loss for training shallow, convolutional, and deep neural networks. Neural Networks Engin Cemal Mengüç, Alper Emlek, Danilo P. Mandic
2026	J	`jnl`	Artificial Intelligence for Education: A Signal Processing Perspective: Part II: From Human-AI Cocreativity to Educational Equity [From the Guest Editors]. IEEE Signal Process. Mag. Danilo P. Mandic, Mónica F. Bugallo, Chrisina Jayne, Irwin King
2026	A*	`conf`	Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models. AAAI Xueqi Ma, Xingjun Ma, Sarah Monazam Erfani, Danilo P. Mandic, James Bailey
2026	J	`jnl`	Fair and Skill-Diverse Student Group Formation: A graph-theoretic approach [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]. IEEE Signal Process. Mag. Alexander Jenkins, Emma Rainbow, Imad Jaimoukha, Fu Siong Ng, Ljubisa Stankovic, Milos Dakovic, Danimir Mandic, Danilo P. Mandic
2026	J	`jnl`	KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices. CoRR Wuyang Zhou, Yuxuan Gu, Giorgos Iacovides, Danilo P. Mandic
2026	J	`jnl`	QLMS-QHM: Accelerated Quaternion LMS Algorithm With Quasi-Hyperbolic Momentum. IEEE Trans. Signal Process. Qiankun Diao, Dongpo Xu, Shuning Sun, Danilo P. Mandic
2025	—	`conf`	A Quantum of Learning: Using Quaternion Algebra to Model Learning on Quantum Devices. DSP Sayed Pouria Talebi, Clive Cheong Took, Danilo P. Mandic
2025	J	`jnl`	A Quantum of Learning: Using Quaternion Algebra to Model Learning on Quantum Devices. CoRR Sayed Pouria Talebi, Clive Cheong Took, Danilo P. Mandic
2025	J	`jnl`	A Systematic Review of EEG-based Machine Intelligence Algorithms for Depression Diagnosis, and Monitoring. CoRR Amir Nassibi, Christos Papavassiliou, Ildar Rakhmatulin, Danilo P. Mandic, Seyed Farokh Atashzar
2025	J	`jnl`	A class of widely linear quaternion blind equalisation algorithms. Signal Process. Min Zhang, Min Xiang, Zhi Zheng, Sayed Pouria Talebi, Danilo P. Mandic
2025	J	`jnl`	Artificial Intelligience for Education: A Signal Processing Perspective: Part I: From Active Learning to Mitigating Gender Bias [From The Guest Editors]. IEEE Signal Process. Mag. Danilo P. Mandic, Mónica F. Bugallo, Christina Jayne, Irwin King
2025	J	`jnl`	Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates. CoRR Nina Moutonnet, Gregory Scott, Danilo P. Mandic
2025	B	`conf`	Augmentation of EEG and ECG Time Series for Machine Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates. IJCNN Nina Moutonnet, Gregory Scott, Danilo P. Mandic
2025	J	`jnl`	Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models. CoRR Xueqi Ma, Xingjun Ma, Sarah Monazam Erfani, Danilo P. Mandic, James Bailey
2025	J	`jnl`	Comparison of Linear and Nonlinear Methods for Decoding Selective Attention to Speech From Ear-EEG Recordings. IEEE Access Mike Thornton, Danilo P. Mandic, Tobias Reichenbach
2025	J	`jnl`	Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters. IEEE Trans. Signal Process. Shuning Sun, Dongpo Xu, Qiankun Diao, Danilo P. Mandic
2025	J	`jnl`	Demystifying Encoder-Decoder Neural Networks: Correncoder for Regression via Latent Spaces [Lecture Notes]. IEEE Signal Process. Mag. Harry J. Davies, Giorgos Iacovides, Wuyang Zhou, Anthony G. Constantinides, Danilo P. Mandic
2025	J	`jnl`	Domain-Aware Tensor Network Structure Search. CoRR Giorgos Iacovides, Wuyang Zhou, Chao Li, Qibin Zhao, Danilo P. Mandic
2025	—	`conf`	FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs. ICAIF Giorgos Iacovides, Wuyang Zhou, Danilo P. Mandic
2025	J	`jnl`	FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs. CoRR Giorgos Iacovides, Wuyang Zhou, Danilo P. Mandic
2025	J	`jnl`	How can representation dimension dominate structurally pruned LLMs? CoRR Mingxue Xu, Lisa Alazraki, Danilo P. Mandic
2025	Misc	`conf`	Kernel-Based Anomaly Detection Using Generalized Hyperbolic Processes. ICASSP Pauline Bourigault, Danilo P. Mandic
2025	J	`jnl`	Kernel-Based Anomaly Detection Using Generalized Hyperbolic Processes. CoRR Pauline Bourigault, Danilo P. Mandic
2025	J	`jnl`	Learning to Predict Global Atrial Fibrillation Dynamics from Sparse Measurements. CoRR Alexander Jenkins, Andrea Cini, Joseph Barker, Alexander Sharp, Arunashis Sau, Varun Valentine, Srushti Valasang, Xinyang Li, Tom Wong, Timothy Betts, Danilo P. Mandic, Cesare Alippi, Fu Siong Ng
2025	J	`jnl`	Machine Intelligence on the Edge: Interpretable Cardiac Pattern Localisation Using Reinforcement Learning. CoRR Haozhe Tian, Qiyu Rao, Nina Moutonnet, Pietro Ferraro, Danilo P. Mandic
2025	J	`jnl`	Online Graph Topology Learning via Time-Vertex Adaptive Filters: From Theory to Cardiac Fibrillation. IEEE Trans. Signal Inf. Process. over Networks Alexander Jenkins, Thiernithi Variddhisaï, Ahmed El-Medany, Fu Siong Ng, Danilo P. Mandic
2025	J	`jnl`	Online censoring-based learning algorithms for fully complex-valued neural networks. Neurocomputing Engin Cemal Mengüç, Danilo P. Mandic
2025	J	`jnl`	Optimizing beamforming in quaternion signal processing using projected gradient descent algorithm. Signal Process. Qiankun Diao, Dongpo Xu, Shuning Sun, Danilo P. Mandic
2025	Misc	`conf`	Panorama: An enabling technology for Hearables. ICASSP Qiyu Rao, Zdenka Babic, Scott C. Douglas, Danilo P. Mandic
2025	J	`jnl`	RefineBridge: Generative Bridge Models Improve Financial Forecasting by Foundation Models. CoRR Anthony Bolton, Wuyang Zhou, Zehua Chen, Giorgos Iacovides, Danilo P. Mandic
2025	A*	`conf`	Relational Conformal Prediction for Correlated Time Series. ICML Andrea Cini, Alexander Jenkins, Danilo P. Mandic, Cesare Alippi, Filippo Maria Bianchi
2025	J	`jnl`	Relational Conformal Prediction for Correlated Time Series. CoRR Andrea Cini, Alexander Jenkins, Danilo P. Mandic, Cesare Alippi, Filippo Maria Bianchi
2025	Misc	`conf`	RespDiff: An End-to-End Multi-scale RNN Diffusion Model for Respiratory Waveform Estimation from PPG Signals. ICASSP Yuyang Miao, Zehua Chen, Chang Li, Danilo P. Mandic
2025	J	`jnl`	Short Ticketing Detection Framework Analysis Report. CoRR Yuyang Miao, Huijun Xing, Danilo P. Mandic, Tony G. Constantinides
2025	J	`jnl`	TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models. CoRR Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides, Danilo P. Mandic
2025	J	`jnl`	Tensor ring rank determination using odd-dimensional unfolding. Neural Networks Yichun Qiu, Guoxu Zhou, Chao Li, Danilo P. Mandic, Qibin Zhao
2025	B	`conf`	TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs. IJCNN Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides, Danilo P. Mandic
2025	J	`jnl`	TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs. CoRR Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides, Danilo P. Mandic
2025	J	`jnl`	TensorSLM: Energy-efficient Embedding Compression of Sub-billion Parameter Language Models on Low-end Devices. CoRR Mingxue Xu, Yao Lei Xu, Danilo P. Mandic
2025	J	`jnl`	Time-Averaged ACLMS Algorithm for Improper Cyclostationary Inputs: Performance Analysis and Application to Interference-Limited Systems. IEEE Trans. Signal Process. Zhe Li, Yangyang Gu, Jingen Ni, Honglei Jin, Dongpo Xu, Danilo P. Mandic
2025	J	`jnl`	Understanding the Rank of Tensor Networks via an Intuitive Example-Driven Approach. CoRR Wuyang Zhou, Giorgos Iacovides, Kriton Konstantinidis, Ilya Kisil, Danilo P. Mandic
2025	J	`jnl`	Versatile Cardiovascular Signal Generation with a Unified Diffusion Transformer. CoRR Zehua Chen, Yuyang Miao, Liyuan Wang, Luyun Fan, Danilo P. Mandic, Jun Zhu
2024	J	`jnl`	Almost sure convergence of stochastic composite objective mirror descent for non-convex non-smooth optimization. Optim. Lett. Yuqing Liang, Dongpo Xu, Naimin Zhang, Danilo P. Mandic
2024	J	`jnl`	Artificial intelligence-enhanced electrocardiography derived body mass index as a predictor of future cardiometabolic disease. npj Digit. Medicine Libor Pastika, Arunashis Sau, Konstantinos Patlatzoglou, Ewa Sieliwonczyk, Antônio H. Ribeiro, Kathryn A. McGurk, Sadia Khan, Danilo P. Mandic, William R. Scott, James S. Ware, Nicholas S. Peters, Antônio Luiz P. Ribeiro, Daniel B. Kramer, Jonathan W. Waks, Fu Siong Ng
2024	J	`jnl`	Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines [Hypercomplex Signal and Image Processing]. IEEE Signal Process. Mag. Clive Cheong Took, Sayed Pouria Talebi, Rosa M. Fernández-Alcalá, Danilo P. Mandic
2024	J	`jnl`	CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers. CoRR Zeyang Yu, Shengxi Li, Danilo P. Mandic
2024	J	`jnl`	Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: a systematic review. CoRR Nina Moutonnet, Steven White, Benjamin P. Campbell, Danilo P. Mandic, Gregory Scott
2024	J	`jnl`	Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Chuang Liu, Xueqi Ma, Yibing Zhan, Liang Ding, Dapeng Tao, Bo Du, Wenbin Hu, Danilo P. Mandic
2024	J	`jnl`	Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning. CoRR Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini
2024	J	`jnl`	Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing]. IEEE Signal Process. Mag. Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini
2024	J	`jnl`	Deployment of Artificial Intelligence Models on Edge Devices: A Tutorial Brief. IEEE Trans. Circuits Syst. II Express Briefs Marek Zylinski, Amir Nassibi, Ildar Rakhmatulin, Adil Malik, Christos Michael Papavassiliou, Danilo P. Mandic
2024	—	`conf`	Detecting Gamma-Band Responses to the Speech Envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge. ICASSP Workshops Mike Thornton, Jonas Auernheimer, Constantin Jehn, Danilo P. Mandic, Tobias Reichenbach
2024	J	`jnl`	Detecting gamma-band responses to the speech envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge. CoRR Mike Thornton, Jonas Auernheimer, Constantin Jehn, Danilo P. Mandic, Tobias Reichenbach
2024	J	`jnl`	Exploring Convolutional Neural Network Architectures for EEG Feature Extraction. Sensors Ildar Rakhmatulin, Minh-Son Dao, Amir Nassibi, Danilo P. Mandic
2024	J	`jnl`	FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications. CoRR Thanos Konstantinidis, Giorgos Iacovides, Mingxue Xu, Tony G. Constantinides, Danilo P. Mandic
2024	—	`conf`	FinLlama: LLM-Based Financial Sentiment Analysis for Algorithmic Trading. ICAIF Giorgos Iacovides, Thanos Konstantinidis, Mingxue Xu, Danilo P. Mandic
2024	J	`jnl`	Finding core labels for maximizing generalization of graph neural networks. Neural Networks Sichao Fu, Xueqi Ma, Yibing Zhan, Fanyu You, Qinmu Peng, Tongliang Liu, James Bailey, Danilo P. Mandic
2024	B	`conf`	GPINN: Physics-Informed Neural Network with Graph Embedding. IJCNN Yuyang Miao, Haolin Li, Danilo P. Mandic
2024	J	`jnl`	Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models. CoRR Mingxue Xu, Sadia Sharmin, Danilo P. Mandic
2024	A*	`conf`	Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting. ICML Andrea Cini, Danilo P. Mandic, Cesare Alippi
2024	J	`jnl`	In-ear ECG Signal Enhancement with Denoising Convolutional Autoencoders. CoRR Edoardo Occhipinti, Marek Zylinski, Harry J. Davies, Amir Nassibi, Matteo Bermond, Patrik Bachtiger, Nicholas S. Peters, Danilo P. Mandic
2024	J	`jnl`	Interpretable Pre-Trained Transformers for Heart Time-Series Data. CoRR Harry J. Davies, James Monsen, Danilo P. Mandic
2024	J	`jnl`	Introduction to the Special Issue on AI-Generated Content for Multimedia. IEEE Trans. Circuits Syst. Video Technol. Shengxi Li, Xuelong Li, Leonardo Chiariglione, Jiebo Luo, Wenwu Wang, Zhengyuan Yang, Danilo P. Mandic, Hamido Fujita
2024	J	`jnl`	Matched Filtering on Directed Graphs. IEEE Trans. Syst. Man Cybern. Syst. Isidora Stankovic, Milos Brajovic, Cornel Ioana, Milos Dakovic, Danilo P. Mandic, Ljubisa Stankovic
2024	A	`conf`	Multi-Modal Information Bottleneck Attribution with Cross-Attention Guidance. BMVC Pauline Bourigault, Emmanuelle Bourigault, Danilo P. Mandic
2024	—	`conf`	On the Dynamics of Multiagent Nonlinear Filtering and Learning. MLSP Sayed Pouria Talebi, Danilo P. Mandic
2024	J	`jnl`	Online Graph Learning via Time-Vertex Adaptive Filters: From Theory to Cardiac Fibrillation. CoRR Alexander Jenkins, Thiernithi Variddhisaï, Ahmed El-Medany, Fu Siong Ng, Danilo P. Mandic
2024	—	`conf`	Physics-Informed Neural Networks Can Accurately Model Cardiac Electrophysiology in 3D Geometries and Fibrillatory Conditions. CMRxRecon/MBAS/STACOM@MICCAI Ching-En Chiu, Aditi Roy, Sarah Cechnicka, Ashvin Gupta, Arieh Levy Pinto, Christoforos Galazis, Kim Christensen, Danilo P. Mandic, Marta Varela
2024	J	`jnl`	Price's Theorem for Quaternion Variables. IEEE Signal Process. Lett. Qiankun Diao, Dongpo Xu, Shuning Sun, Danilo P. Mandic
2024	B	`conf`	Quaternion Recurrent Neural Network with Real-Time Recurrent Learning and Maximum Correntropy Criterion. IJCNN Pauline Bourigault, Dongpo Xu, Danilo P. Mandic
2024	J	`jnl`	Quaternion recurrent neural network with real-time recurrent learning and maximum correntropy criterion. CoRR Pauline Bourigault, Dongpo Xu, Danilo P. Mandic
2024	J	`jnl`	RespDiff: An End-to-End Multi-scale RNN Diffusion Model for Respiratory Waveform Estimation from PPG Signals. CoRR Yuyang Miao, Zehua Chen, Chang Li, Danilo P. Mandic
2024	Misc	`conf`	Segmented Error Minimisation (Semi) for Robust Training of Deep Learning Models with Non-Linear Shifts in Reference Data. ICASSP Harry J. Davies, Yuyang Miao, Amir Nassibi, Morteza Khaleghimeybodi, Danilo P. Mandic
2024	J	`jnl`	Targeted Angular Reversal of Weights (TARS) for Knowledge Removal in Large Language Models. CoRR Harry J. Davies, Giorgos Iacovides, Danilo P. Mandic
2024	J	`jnl`	The Deep-Match Framework: R-Peak Detection in Ear-ECG. IEEE Trans. Biomed. Eng. Harry J. Davies, Ghena Hammour, Marek Zylinski, Amir Nassibi, Ljubisa Stankovic, Danilo P. Mandic
2024	J	`jnl`	Towards LLM-guided Efficient and Interpretable Multi-linear Tensor Network Rank Selection. CoRR Giorgos Iacovides, Wuyang Zhou, Danilo P. Mandic
2024	J	`jnl`	UAdam: Unified Adam-Type Algorithmic Framework for Nonconvex Optimization. Neural Comput. Yiming Jiang, Jinlan Liu, Dongpo Xu, Danilo P. Mandic
2024	B	`conf`	Widely Linear Matched Filter: A Lynchpin towards the Interpretability of Complex-valued CNNs. IJCNN Qingchen Wang, Zhe Li, Zdenka Babic, Wei Deng, Ljubisa Stankovic, Danilo P. Mandic
2024	J	`jnl`	Widely Linear Matched Filter: A Lynchpin towards the Interpretability of Complex-valued CNNs. CoRR Qingchen Wang, Zhe Li, Zdenka Babic, Wei Deng, Ljubisa Stankovic, Danilo P. Mandic
2023	J	`jnl`	A Class of Online Censoring Based Quaternion-Valued Least Mean Square Algorithms. IEEE Signal Process. Lett. Engin Cemal Mengüç, Nurettin Acir, Danilo P. Mandic
2023	J	`jnl`	A class of doubly stochastic shift operators for random graph signals and their boundedness. Neural Networks Bruno Scalzo, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic
2023	—	`conf`	A comparative study on ML-based approaches for Main Entity Detection in Financial Reports. DSP Thanos Konstantinidis, Yao Lei Xu, Tony Constantinides, Danilo P. Mandic
2023	J	`jnl`	Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning. CoRR Yuyang Miao, Harry J. Davies, Danilo P. Mandic
2023	J	`jnl`	An In-Ear PPG-Based Blood Glucose Monitor: A Proof-of-Concept Study. Sensors Ghena Hammour, Danilo P. Mandic
2023	A*	`conf`	AudioLDM: Text-to-Audio Generation with Latent Diffusion Models. ICML Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo P. Mandic, Wenwu Wang, Mark D. Plumbley
2023	J	`jnl`	AudioLDM: Text-to-Audio Generation with Latent Diffusion Models. CoRR Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo P. Mandic, Wenwu Wang, Mark D. Plumbley
2023	Misc	`conf`	ClassA Entropy for the Analysis of Structural Complexity of Physiological Signals. ICASSP Hongjian Xiao, Ling Li, Danilo P. Mandic
2023	J	`jnl`	Convex Quaternion Optimization for Signal Processing: Theory and Applications. CoRR Shuning Sun, Qiankun Diao, Dongpo Xu, Pauline Bourigault, Danilo P. Mandic
2023	J	`jnl`	Convex Quaternion Optimization for Signal Processing: Theory and Applications. IEEE Trans. Signal Process. Shuning Sun, Qiankun Diao, Dongpo Xu, Pauline Bourigault, Danilo P. Mandic
2023	J	`jnl`	Convolutional Neural Networks Demystified: A Matched Filtering Perspective-Based Tutorial. IEEE Trans. Syst. Man Cybern. Syst. Ljubisa Stankovic, Danilo P. Mandic
2023	J	`jnl`	Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural Networks. CoRR Mike Thornton, Danilo P. Mandic, Tobias Reichenbach
2023	J	`jnl`	Design and Implementation of an Atrial Fibrillation Detection Algorithm on the ARM Cortex-M4 Microcontroller. Sensors Marek Zylinski, Amir Nassibi, Danilo P. Mandic
2023	J	`jnl`	Fair and skill-diverse student group formation via constrained k-way graph partitioning. CoRR Alexander Jenkins, Imad Jaimoukha, Ljubisa Stankovic, Danilo P. Mandic
2023	—	`conf`	Feasibility of Transfer Learning from Finger PPG to In-Ear PPG. EMBC Harry J. Davies, Marek Zylinski, Matteo Bermond, Zhuang Liu, Morteza Khaleghimeybodi, Danilo P. Mandic
2023	J	`jnl`	Filtering Structures for α-Stable Systems. IEEE Control. Syst. Lett. Sayed Pouria Talebi, Simon J. Godsill, Danilo P. Mandic
2023	—	`conf`	Financial News Classification Model for NLP-based Bond Portfolio Construction. DSP Thanos Konstantinidis, Arnau Bonet Farres, Yao Lei Xu, Tony Constantinides, Danilo P. Mandic
2023	—	`conf`	Generalization Error of a Regression Model for Non-Invasive Blood Pressure Monitoring using a Single Photoplethysmography (PPG) Signal. EMBC Marek Zylinski, Edoardo Occhipinti, Danilo P. Mandic
2023	J	`jnl`	Graph Tensor Networks: An Intuitive Framework for Designing Large-Scale Neural Learning Systems on Multiple Domains. CoRR Yao Lei Xu, Kriton Konstantinidis, Danilo P. Mandic
2023	J	`jnl`	Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Modeling of Multiway Data on Graphs. Neural Comput. Yao Lei Xu, Kriton Konstantinidis, Danilo P. Mandic
2023	J	`jnl`	Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting. CoRR Andrea Cini, Danilo P. Mandic, Cesare Alippi
2023	—	`conf`	Hearables: Automatic Sleep Scoring from Single-Channel Ear-EEG in Older Adults. EMBC Ghena Hammour, Giuseppe Atzori, Ciro della Monica, Kiran K. G. Ravindran, Victoria Revell, Derk-Jan Dijk, Danilo P. Mandic
2023	—	`conf`	Hearables: Heart Rate Variability from Ear Electrocardiogram and Ear Photoplethysmogram (Ear-ECG and Ear-PPG). EMBC Haozhe Tian, Edoardo Occhipinti, Amir Nassibi, Danilo P. Mandic
2023	Misc	`conf`	Hierarchical Graph Learning for Stock Market Prediction Via a Domain-Aware Graph Pooling Operator. ICASSP Arie N. Arya, Yao Lei Xu, Ljubisa Stankovic, Danilo P. Mandic
2023	J	`jnl`	Improving Diffusion Models for ECG Imputation with an Augmented Template Prior. CoRR Alexander Jenkins, Zehua Chen, Fu Siong Ng, Danilo P. Mandic
2023	J	`jnl`	In-Ear SpO₂ for Classification of Cognitive Workload. IEEE Trans. Cogn. Dev. Syst. Harry J. Davies, Ian Williams, Ghena Hammour, Metin Yarici, Michael J. Stacey, Barry M. Seemungal, Danilo P. Mandic
2023	—	`ed.`	International Neural Network Society Workshop on Deep Learning Innovations and Applications, INNS DLIA@IJCNN 2023, Gold Coast, Australia, 23 June 2023 INNS DLIA@IJCNN Chrisina Jayne, Danilo P. Mandic, Richard J. Duro
2023	J	`jnl`	Last-iterate convergence analysis of stochastic momentum methods for neural networks. Neurocomputing Jinlan Liu, Dongpo Xu, Yinghua Lu, Jun Kong, Danilo P. Mandic
2023	J	`jnl`	On the dynamics of multi agent nonlinear filtering and learning. CoRR Sayed Pouria Talebi, Danilo P. Mandic
2023	J	`jnl`	Performance analysis of the augmented complex-valued least mean kurtosis algorithm. Signal Process. Zhu Qing, Jingen Ni, Zhe Li, Engin Cemal Mengüç, Jie Chen, Danilo P. Mandic
2023	J	`jnl`	Rapid extraction of respiratory waveforms from photoplethysmography: A deep corr-encoder approach. Biomed. Signal Process. Control. Harry J. Davies, Danilo P. Mandic
2023	J	`jnl`	Reciprocal GAN Through Characteristic Functions (RCF-GAN). IEEE Trans. Pattern Anal. Mach. Intell. Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2023	—	`conf`	Reducing racial bias in SpO2 estimation: The effects of skin pigmentation. EMBC Matteo Bermond, Harry J. Davies, Edoardo Occhipinti, Amir Nassibi, Danilo P. Mandic
2023	Misc	`conf`	Relating EEG Recordings to Speech Using Envelope Tracking and The Speech-FFR. ICASSP Mike Thornton, Danilo P. Mandic, Tobias Reichenbach
2023	Misc	`conf`	Tensor Completion for Efficient and Accurate Hyperparameter Optimisation in Large-Scale Statistical Learning. ICASSP Aaman Rebello, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic
2023	J	`jnl`	TensorGPT: Efficient Compression of the Embedding Layer in LLMs based on the Tensor-Train Decomposition. CoRR Mingxue Xu, Yao Lei Xu, Danilo P. Mandic
2023	—	`conf`	Text Mining for Sentiment Analysis in Bond Portfolio Construction. DSP Thanos Konstantinidis, Maya Golan, Yao Lei Xu, Tony Constantinides, Danilo P. Mandic
2023	J	`jnl`	The HR-Calculus: Enabling Information Processing with Quaternion Algebra. CoRR Danilo P. Mandic, Sayed Pouria Talebi, Clive Cheong Took, Yili Xia, Dongpo Xu, Min Xiang, Pauline Bourigault
2023	J	`jnl`	UAdam: Unified Adam-Type Algorithmic Framework for Non-Convex Stochastic Optimization. CoRR Yiming Jiang, Jinlan Liu, Dongpo Xu, Danilo P. Mandic
2023	J	`jnl`	Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes]. IEEE Signal Process. Mag. Ljubisa Stankovic, Danilo P. Mandic
2023	J	`jnl`	Von Mises-Fisher Elliptical Distribution. IEEE Trans. Neural Networks Learn. Syst. Shengxi Li, Danilo P. Mandic
2023	—	`conf`	Weight sharing for single-channel LMS. SSP Shamahil Ibunu, Karl Moore, Clive Cheong Took, Danilo P. Mandic
2022	—	`conf`	A Joint Particle Filter for Quaternion-Valued $\alpha$-Stable Signals via the Characteristic Function. SAM Sayed Pouria Talebi, Stefan Werner, Yili Xia, Clive Cheong Took, Danilo P. Mandic
2022	J	`jnl`	A Pilot Study of Heart Rate Variability Synchrony as a Marker of Intraoperative Surgical Teamwork and Its Correlation to the Length of Procedure. Sensors Katarzyna Powezka, Allan Pettipher, Apit Hemakom, Tricia Adjei, Pasha Normahani, Danilo P. Mandic, Usman Jaffer
2022	J	`jnl`	A full second-order statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria. Signal Process. Xing Zhang, Yili Xia, Chunguo Li, Luxi Yang, Danilo P. Mandic
2022	J	`jnl`	Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]. IEEE Signal Process. Mag. Ilya Kisil, Giuseppe Giovanni Calvi, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic
2022	A*	`conf`	BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis. NeurIPS Yichong Leng, Zehua Chen, Junliang Guo, Haohe Liu, Jiawei Chen, Xu Tan, Danilo P. Mandic, Lei He, Xiangyang Li, Tao Qin, Sheng Zhao, Tie-Yan Liu
2022	J	`jnl`	BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis. CoRR Yichong Leng, Zehua Chen, Junliang Guo, Haohe Liu, Jiawei Chen, Xu Tan, Danilo P. Mandic, Lei He, Xiang-Yang Li, Tao Qin, Sheng Zhao, Tie-Yan Liu
2022	J	`jnl`	Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks. CoRR Chuang Liu, Xueqi Ma, Yibing Zhan, Liang Ding, Dapeng Tao, Bo Du, Wenbin Hu, Danilo P. Mandic
2022	J	`jnl`	Demystifying CNNs for Images by Matched Filters. CoRR Shengxi Li, Xinyi Zhao, Ljubisa Stankovic, Danilo P. Mandic
2022	Misc	`conf`	Dynamic Portfolio Cuts: A Spectral Approach to Graph-Theoretic Diversification. ICASSP Alvaro Arroyo, Bruno Scalzo, Ljubisa Stankovic, Danilo P. Mandic
2022	—	`conf`	Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications. AII Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Umberto Aguglia, Danilo P. Mandic, Francesco Carlo Morabito
2022	B	`conf`	Fractional-Order Learning Systems. IJCNN Sayed Pouria Talebi, Stefan Werner, Danilo P. Mandic
2022	—	`conf`	Graph and tensor-train recurrent neural networks for high-dimensional models of limit order books. ICAIF Jacobo Roa-Vicens, Yao Lei Xu, Ricardo Silva, Danilo P. Mandic
2022	J	`jnl`	Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Multi-Way Financial Modelling. CoRR Yao Lei Xu, Kriton Konstantinidis, Danilo P. Mandic
2022	B	`conf`	Hearables: Artefact removal in Ear-EEG for continuous 24/7 monitoring. IJCNN Edoardo Occhipinti, Harry J. Davies, Ghena Hammour, Danilo P. Mandic
2022	J	`jnl`	Hyper-GST: Predict Metro Passenger Flow Incorporating GraphSAGE, Hypergraph, Social-meaningful Edge Weights and Temporal Exploitation. CoRR Yuyang Miao, Yao Xu, Danilo P. Mandic
2022	J	`jnl`	Incremental deep learning for reflectivity data recognition in stomatology. Neural Comput. Appl. Ales Procházka, Jindrich Charvát, Oldrich Vysata, Danilo P. Mandic
2022	J	`jnl`	InferGrad: Improving Diffusion Models for Vocoder by Considering Inference in Training. CoRR Zehua Chen, Xu Tan, Ke Wang, Shifeng Pan, Danilo P. Mandic, Lei He, Sheng Zhao
2022	Misc	`conf`	Infergrad: Improving Diffusion Models for Vocoder by Considering Inference in Training. ICASSP Zehua Chen, Xu Tan, Ke Wang, Shifeng Pan, Danilo P. Mandic, Lei He, Sheng Zhao
2022	J	`jnl`	Last-iterate convergence analysis of stochastic momentum methods for neural networks. CoRR Dongpo Xu, Jinlan Liu, Yinghua Lu, Jun Kong, Danilo P. Mandic
2022	Misc	`conf`	Low-Complexity Attention Modelling via Graph Tensor Networks. ICASSP Yao Lei Xu, Kriton Konstantinidis, Shengxi Li, Ljubisa Stankovic, Danilo P. Mandic
2022	J	`jnl`	Multivariate Multiscale Cosine Similarity Entropy and Its Application to Examine Circularity Properties in Division Algebras. Entropy Hongjian Xiao, Theerasak Chanwimalueang, Danilo P. Mandic
2022	Misc	`conf`	Multivariate Multiscale Cosine Similarity Entropy. ICASSP Hongjian Xiao, Theerasak Chanwimalueang, Danilo P. Mandic
2022	J	`jnl`	Online censoring based complex-valued adaptive filters. Signal Process. Engin Cemal Mengüç, Min Xiang, Danilo P. Mandic
2022	J	`jnl`	Pearl: Parallel Evolutionary and Reinforcement Learning Library. CoRR Rohan Tangri, Danilo P. Mandic, Anthony G. Constantinides
2022	J	`jnl`	Rapid Extraction of Respiratory Waveforms from Photoplethysmography: A Deep Encoder Approach. CoRR Harry J. Davies, Danilo P. Mandic
2022	J	`jnl`	ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech. CoRR Zehua Chen, Yihan Wu, Yichong Leng, Jiawei Chen, Haohe Liu, Xu Tan, Yang Cui, Ke Wang, Lei He, Sheng Zhao, Jiang Bian, Danilo P. Mandic
2022	J	`jnl`	Supervised Learning for Nonsequential Data: A Canonical Polyadic Decomposition Approach. IEEE Trans. Neural Networks Learn. Syst. Alexandros Haliassos, Kriton Konstantinidis, Danilo P. Mandic
2022	—	`conf`	Tracking Cognitive Workload in Gaming with In-Ear $\text{SpO}_{2}$. EMBC Harry J. Davies, Ian Williams, Danilo P. Mandic
2022	Misc	`conf`	Variational Bayesian Tensor Networks with Structured Posteriors. ICASSP Kriton Konstantinidis, Yao Lei Xu, Qibin Zhao, Danilo P. Mandic
2022	J	`jnl`	Variational Embedding Multiscale Sample Entropy: A Tool for Complexity Analysis of Multichannel Systems. Entropy Hongjian Xiao, Danilo P. Mandic
2022	J	`jnl`	Wearable In-Ear PPG: Detailed Respiratory Variations Enable Classification of COPD. IEEE Trans. Biomed. Eng. Harry J. Davies, Patrik Bachtiger, Ian Williams, Philip L. Molyneaux, Nicholas S. Peters, Danilo P. Mandic
2022	J	`jnl`	Weight sharing for LMS algorithms: Convolutional neural networks inspired multichannel adaptive filtering. Digit. Signal Process. Clive Cheong Took, Danilo P. Mandic
2021	J	`jnl`	A Full Second-Order Analysis of the Widely Linear MVDR Beamformer for Noncircular Signals. IEEE Trans. Signal Process. Zhe Li, Rui Pu, Yili Xia, Wenjiang Pei, Danilo P. Mandic
2021	J	`jnl`	A Universal Framework for Learning the Elliptical Mixture Model. IEEE Trans. Neural Networks Learn. Syst. Shengxi Li, Zeyang Yu, Danilo P. Mandic
2021	J	`jnl`	A layer-wise distribution analysis of the WLMMSE-SIC MIMO receiver for rectilinear or quasi-rectilinear signals. Signal Process. Zhe Li, Wei Deng, Zhanyu Zhu, Danilo P. Mandic
2021	J	`jnl`	A lower bound on the tensor rank based on its maximally square matrix unfolding. Signal Process. Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
2021	J	`jnl`	A review of Hidden Markov models and Recurrent Neural Networks for event detection and localization in biomedical signals. Inf. Fusion Yassin Khalifa, Danilo P. Mandic, Ervin Sejdic
2021	J	`jnl`	An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data. CoRR Harry J. Davies, Ghena Hammour, Danilo P. Mandic
2021	—	`conf`	Bayesian autoregressive spectral estimation. LA-CCI Alejandro Cuevas, Sebastián López, Danilo P. Mandic, Felipe A. Tobar
2021	J	`jnl`	Convergence of the RMSProp deep learning method with penalty for nonconvex optimization. Neural Networks Dongpo Xu, Shengdong Zhang, Huisheng Zhang, Danilo P. Mandic
2021	J	`jnl`	Convolutional Neural Networks Demystified: A Matched Filtering Perspective Based Tutorial. CoRR Ljubisa Stankovic, Danilo P. Mandic
2021	J	`jnl`	Deep neural network representation and Generative Adversarial Learning. Neural Networks Ariel Ruiz-Garcia, Jürgen Schmidhuber, Vasile Palade, Clive Cheong Took, Danilo P. Mandic
2021	B	`conf`	Graph Theory for Metro Traffic Modelling. IJCNN Bruno Scalzo Dees, Yao Lei Xu, Anthony G. Constantinides, Danilo P. Mandic
2021	J	`jnl`	Graph Theory for Metro Traffic Modelling. CoRR Bruno Scalzo Dees, Yao Lei Xu, Anthony G. Constantinides, Danilo P. Mandic
2021	J	`jnl`	HOTTBOX: Higher Order Tensor ToolBOX. CoRR Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
2021	—	`conf`	Hearables: From in-ear Recording of Vital Signs and Neural Function to Doctorless Hospitals. MECO Danilo P. Mandic
2021	—	`conf`	Hearables: Making Sense from Motion Artefacts in Ear-EEG for Real-Life Human Activity Classification. EMBC Ghena Hammour, Danilo P. Mandic
2021	J	`jnl`	Improved Coherence Index-Based Bound in Compressive Sensing. CoRR Ljubisa Stankovic, Milos Brajovic, Danilo P. Mandic, Isidora Stankovic, Milos Dakovic
2021	J	`jnl`	Improved Coherence Index-Based Bound in Compressive Sensing. IEEE Signal Process. Lett. Ljubisa Stankovic, Milos Brajovic, Danilo P. Mandic, Isidora Stankovic, Milos Dakovic
2021	J	`jnl`	Innovation Starts With Education [From the Guest Editors]. IEEE Signal Process. Mag. Mónica F. Bugallo, Anthony G. Constantinides, Danilo P. Mandic, Alan V. Oppenheim, Roberto B. Togneri
2021	Misc	`conf`	Kernel Learning with Tensor Networks. ICASSP Kriton Konstantinidis, Shengxi Li, Danilo P. Mandic
2021	J	`jnl`	Learning to Classify and Imitate Trading Agents in Continuous Double Auction Markets. CoRR Mahmoud Mahfouz, Tucker Balch, Manuela Veloso, Danilo P. Mandic
2021	—	`conf`	Learning to classify and imitate trading agents in continuous double auction markets. ICAIF Mahmoud Mahfouz, Tucker Balch, Manuela Veloso, Danilo P. Mandic
2021	Misc	`conf`	Nonstationary Portfolios: Diversification in the Spectral Domain. ICASSP Bruno Scalzo, Alvaro Arroyo, Ljubisa Stankovic, Danilo P. Mandic
2021	J	`jnl`	Online Censoring Based Weighted-Frequency Fourier Linear Combiner for Estimation of Pathological Hand Tremors. IEEE Signal Process. Lett. Engin Cemal Mengüç, Salim Çinar, Min Xiang, Danilo P. Mandic
2021	—	`conf`	Recurrent Graph Tensor Networks: A Low-Complexity Framework for Modelling High-Dimensional Multi-Way Sequences. EUSIPCO Yao Lei Xu, Danilo P. Mandic
2021	J	`jnl`	Reducing Computational Complexity of Tensor Contractions via Tensor-Train Networks. CoRR Ilya Kisil, Giuseppe Giovanni Calvi, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic
2021	Misc	`conf`	Robust PCA Through Maximum Correntropy Power Iterations. ICASSP Jean P. Chereau, Bruno Scalzo, Danilo P. Mandic
2021	J	`jnl`	Tensor Networks for Multi-Modal Non-Euclidean Data. CoRR Yao Lei Xu, Kriton Konstantinidis, Danilo P. Mandic
2021	B	`conf`	Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting. IJCNN Yao Lei Xu, Giuseppe Giovanni Calvi, Danilo P. Mandic
2021	J	`jnl`	Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting. CoRR Yao Lei Xu, Giuseppe Giovanni Calvi, Danilo P. Mandic
2021	J	`jnl`	Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach. CoRR Ljubisa Stankovic, Danilo P. Mandic
2021	J	`jnl`	Von Mises-Fisher Elliptical Distribution. CoRR Shengxi Li, Danilo P. Mandic
2020	J	`jnl`	A Full Second-Order Analysis of the Widely Linear MVDR Beamformer for Noncircular Signals. CoRR Zhe Li, Rui Pu, Yili Xia, Wenjiang Pei, Danilo P. Mandic
2020	Misc	`conf`	A Low-Dimensionality Method for Data-Driven Graph Learning. ICASSP Ljubisa Stankovic, Milos Dakovic, Danilo P. Mandic, Milos Brajovic, Bruno Scalzo Dees, Anthony G. Constantinides
2020	B	`conf`	A Probabilistic Beat-to-Beat Filtering Model for Continuous and Accurate Blood Pressure Estimation. IJCNN Zehua Chen, Bruno Scalzo Dees, Danilo P. Mandic
2020	J	`jnl`	A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical Signals. CoRR Yassin Khalifa, Danilo P. Mandic, Ervin Sejdic
2020	J	`jnl`	Analysis of Least Stochastic Entropy Adaptive Filters for Noncircular Gaussian Signals. IEEE Trans. Circuits Syst. II Express Briefs Xing Zhang, Bruno Scalzo Dees, Chunguo Li, Yili Xia, Luxi Yang, Danilo P. Mandic
2020	J	`jnl`	Complex Properness Inspired Blind Adaptive Frequency-Dependent I/Q Imbalance Compensation for Wideband Direct-Conversion Receivers. IEEE Trans. Wirel. Commun. Xing Zhang, Yili Xia, Chunguo Li, Luxi Yang, Danilo P. Mandic
2020	J	`jnl`	Data Analytics on Graphs Part I: Graphs and Spectra on Graphs. Found. Trends Mach. Learn. Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
2020	J	`jnl`	Data Analytics on Graphs Part II: Signals on Graphs. Found. Trends Mach. Learn. Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
2020	J	`jnl`	Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications. Found. Trends Mach. Learn. Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
2020	J	`jnl`	Demystifying the Coherence Index in Compressive Sensing [Lecture Notes]. IEEE Signal Process. Mag. Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Ilya Kisil
2020	—	`conf`	Design of Improper Constellations for Optimal Data Rates in Downlink NOMA Systems. WCSP Hao Cheng, Yili Xia, Zhaohua Lu, Yongming Huang, Wenjiang Pei, Luxi Yang, Danilo P. Mandic
2020	J	`jnl`	Fractional-Order Correntropy Adaptive Filters for Distributed Processing of $\alpha$-Stable Signals. IEEE Signal Process. Lett. Vinay Chakravarthi Gogineni, Sayed Pouria Talebi, Stefan Werner, Danilo P. Mandic
2020	J	`jnl`	Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments. IEEE Trans. Circuits Syst. Vinay Chakravarthi Gogineni, Sayed Pouria Talebi, Stefan Werner, Danilo P. Mandic
2020	J	`jnl`	Graph Signal Processing - Part III: Machine Learning on Graphs, from Graph Topology to Applications. CoRR Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
2020	J	`jnl`	Hearables: Automatic Overnight Sleep Monitoring With Standardized In-Ear EEG Sensor. IEEE Trans. Biomed. Eng. Takashi Nakamura, Yousef D. Alqurashi, Mary J. Morrell, Danilo P. Mandic
2020	B	`conf`	Improperness Based SINR Analysis of GFDM Systems Under Joint Tx and Rx I/Q Imbalance. WCNC Hao Cheng, Yili Xia, Yongming Huang, Luxi Yang, Zixiang Xiong, Danilo P. Mandic
2020	J	`jnl`	In-Ear SpO2: A Tool for Wearable, Unobtrusive Monitoring of Core Blood Oxygen Saturation. Sensors Harry J. Davies, Ian Williams, Nicholas S. Peters, Danilo P. Mandic
2020	J	`jnl`	Methods of Adaptive Signal Processing on Graphs Using Vertex-Time Autoregressive Models. CoRR Thiernithi Variddhisaï, Danilo P. Mandic
2020	J	`jnl`	Multi-Graph Tensor Networks. CoRR Yao Lei Xu, Kriton Konstantinidis, Danilo P. Mandic
2020	J	`jnl`	On the decomposition of multichannel nonstationary multicomponent signals. Signal Process. Ljubisa Stankovic, Milos Brajovic, Milos Dakovic, Danilo P. Mandic
2020	J	`jnl`	Performance Analysis of Deficient Length Quaternion Least Mean Square Adaptive Filters. IEEE Trans. Signal Process. Min Xiang, Yili Xia, Danilo P. Mandic
2020	Misc	`conf`	Portfolio Cuts: A Graph-Theoretic Framework to Diversification. ICASSP Bruno Scalzo Dees, Ljubisa Stankovic, Anthony G. Constantinides, Danilo P. Mandic
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`	Quaternion-Valued Distributed Filtering and Control. IEEE Trans. Autom. Control. Sayed Pouria Talebi, Stefan Werner, Danilo P. Mandic
2020	A*	`conf`	Reciprocal Adversarial Learning via Characteristic Functions. NeurIPS Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2020	J	`jnl`	Reciprocal Adversarial Learning via Characteristic Functions. CoRR Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2020	J	`jnl`	Recurrent Graph Tensor Networks. CoRR Yao Lei Xu, Danilo P. Mandic
2020	B	`conf`	SINR Analysis Of Mimo Systems With Widely Linear MMSE Receivers For The Reception Of Real-Valued Constellations. PIMRC Zhe Li, Wei Deng, Wenjiang Pei, Yili Xia, Chao Zhu, Danilo P. Mandic
2020	A*	`conf`	Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold. AAAI Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2020	J	`jnl`	Supervised Learning for Non-Sequential Data with the Canonical Polyadic Decomposition. CoRR Alexandros Haliassos, Kriton Konstantinidis, Danilo P. Mandic
2020	B	`conf`	Tensor Decompositions in Deep Learning. ESANN Davide Bacciu, Danilo P. Mandic
2020	J	`jnl`	Tensor Decompositions in Deep Learning. CoRR Davide Bacciu, Danilo P. Mandic
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`	Vertex-frequency graph signal processing: A comprehensive review. Digit. Signal Process. Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Bruno Scalzo, Milos Brajovic, Ervin Sejdic, Anthony G. Constantinides
2020	J	`jnl`	Widely Linear Quaternion-Valued Least-Mean Kurtosis Algorithm. IEEE Trans. Signal Process. Engin Cemal Mengüç, Nurettin Acir, Danilo P. Mandic
2019	J	`jnl`	A Data Analytics Perspective of Power Grid Analysis-Part 1: The Clarke and Related Transforms [Lecture Notes]. IEEE Signal Process. Mag. Danilo P. Mandic, Sithan Kanna, Yili Xia, Ahmad Moniri, Adrià Junyent-Ferré, Anthony G. Constantinides
2019	J	`jnl`	A Data Analytics Perspective of Power Grid Analysis-Part 2: Teaching Old Power Systems New Tricks [Lecture Notes]. IEEE Signal Process. Mag. Sithan Kanna, Ahmad Moniri, Yili Xia, Anthony G. Constantinides, Danilo P. Mandic
2019	J	`jnl`	A Statistically Identifiable Model for Tensor-Valued Gaussian Random Variables. CoRR Bruno Scalzo Dees, Danilo P. Mandic
2019	—	`conf`	A Transition Probability Based Classification Model for Enhanced N1 Sleep stage Identification During Automatic Sleep Stage Scoring. EMBC Harry J. Davies, Takashi Nakamura, Danilo P. Mandic
2019	J	`jnl`	A Unifying Analysis of Shift Operators on a Graph. CoRR Bruno Scalzo Dees, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic
2019	J	`jnl`	A class of multidimensional NIPALS algorithms for quaternion and tensor partial least squares regression. Signal Process. Alexander E. Stott, Bruno Scalzo Dees, Ilia Kisil, Danilo P. Mandic
2019	J	`jnl`	A cost-effective nonlinear self-interference canceller in full-duplex direct-conversion transceivers. Signal Process. Zhe Li, Yili Xia, Wenjiang Pei, Danilo P. Mandic
2019	J	`jnl`	A general solver to the elliptical mixture model through an approximate Wasserstein manifold. CoRR Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2019	J	`jnl`	An Intuitive Derivation of the Coherence Index Relation in Compressive Sensing. CoRR Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Ilya Kisil
2019	J	`jnl`	Analysis of the Unconstrained Frequency-Domain Block LMS for Second-Order Noncircular Inputs. IEEE Trans. Signal Process. Xing Zhang, Yili Xia, Chunguo Li, Luxi Yang, Danilo P. Mandic
2019	J	`jnl`	Bidimensional Multivariate Empirical Mode Decomposition With Applications in Multi-Scale Image Fusion. IEEE Access Yili Xia, Bin Zhang, Wenjiang Pei, Danilo P. Mandic
2019	J	`jnl`	Complementary Cost Functions for Complex and Quaternion Widely Linear Estimation. IEEE Signal Process. Lett. Min Xiang, Yili Xia, Danilo P. Mandic
2019	J	`jnl`	Complex-Valued Nonlinear Adaptive Filters With Applications in $\alpha$-Stable Environments. IEEE Signal Process. Lett. Sayed Pouria Talebi, Stefan Werner, Danilo P. Mandic
2019	J	`jnl`	Full Mean Square Performance Bounds on Quaternion Estimators for Improper Data. IEEE Trans. Signal Process. Yili Xia, Song Tao, Zhe Li, Min Xiang, Wenjiang Pei, Danilo P. Mandic
2019	J	`jnl`	Graph Signal Processing - Part I: Graphs, Graph Spectra, and Spectral Clustering. CoRR Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo Dees, Tony Constantinides
2019	J	`jnl`	Graph Signal Processing - Part II: Processing and Analyzing Signals on Graphs. CoRR Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Anthony G. Constantinides
2019	J	`jnl`	Graph Theory and Metro Traffic Modelling. CoRR Bruno Scalzo Dees, Anthony G. Constantinides, Danilo P. Mandic
2019	—	`conf`	Hearables: Feasibility and Validation of In-Ear Electrocardiogram. EMBC Ghena Hammour, Metin Yarici, Wilhelm von Rosenberg, Danilo P. Mandic
2019	J	`jnl`	Hypercomplex Widely Linear Estimation Through the Lens of Underpinning Geometry. IEEE Trans. Signal Process. Tohru Nitta, Masaki Kobayashi, Danilo P. Mandic
2019	J	`jnl`	Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum]. IEEE Signal Process. Mag. Victor Solo, Maria Sabrina Greco, Danilo P. Mandic, Petar M. Djuric, Andreas Spanias, Mónica F. Bugallo
2019	J	`jnl`	Joint Channel Estimation and Tx/Rx I/Q Imbalance Compensation for GFDM Systems. IEEE Trans. Wirel. Commun. Hao Cheng, Yili Xia, Yongming Huang, Luxi Yang, Danilo P. Mandic
2019	J	`jnl`	Multiple-Model Adaptive Estimation for 3-D and 4-D Signals: A Widely Linear Quaternion Approach. IEEE Trans. Neural Networks Learn. Syst. Min Xiang, Bruno Scalzo Dees, Danilo P. Mandic
2019	J	`jnl`	On the Decomposition of Multivariate Nonstationary Multicomponent Signals. CoRR Ljubisa Stankovic, Milos Brajovic, Milos Dakovic, Danilo P. Mandic
2019	J	`jnl`	Portfolio Cuts: A Graph-Theoretic Framework to Diversification. CoRR Bruno Scalzo Dees, Ljubisa Stankovic, Anthony G. Constantinides, Danilo P. Mandic
2019	Misc	`conf`	Quaternion-Valued Adaptive Filtering via Nesterov's Extrapolation. ICASSP Thiernithi Variddhisaï, Min Xiang, Scott C. Douglas, Danilo P. Mandic
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`	Reply to "Comments on 'The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes'". IEEE Trans. Signal Process. Danilo P. Mandic, Clive Cheong Took
2019	J	`jnl`	Robust Principal Component Analysis Based On Maximum Correntropy Power Iterations. CoRR Jean P. Chereau, Bruno Scalzo Dees, Danilo P. Mandic
2019	—	`conf`	Scalable automatic sleep staging in the era of Big Data. EMBC Takashi Nakamura, Harry J. Davies, Danilo P. Mandic
2019	Misc	`conf`	Simultaneous DFT and IDFT through Widely Linear CLMS. ICASSP Xing Zhang, Bruno Scalzo Dees, Chunguo Li, Yili Xia, Luxi Yang, Danilo P. Mandic
2019	Misc	`conf`	Smart DSP for a Smarter Power Grid: Teaching Power System Analysis through Signal Processing. ICASSP Ahmad Moniri, Anthony G. Constantinides, Danilo P. Mandic
2019	Misc	`conf`	Support Tensor Machine for Financial Forecasting. ICASSP Giuseppe Giovanni Calvi, Vladimir Lucic, Danilo P. Mandic
2019	—	`conf`	Tensor Decompositions and Practical Applications: A Hands-on Tutorial. INNSBDDL (Tutorials) Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
2019	A*	`conf`	Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion. AAAI Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao
2019	Misc	`conf`	Tracking Dynamic Systems in α-Stable Environments. ICASSP Sayed Pouria Talebi, Stefan Werner, Shengxi Li, Danilo P. Mandic
2019	J	`jnl`	Tucker Tensor Layer in Fully Connected Neural Networks. CoRR Giuseppe Giovanni Calvi, Ahmad Moniri, Mahmoud Mahfouz, Zeyang Yu, Qibin Zhao, Danilo P. Mandic
2019	J	`jnl`	Understanding the Basis of Graph Signal Processing via an Intuitive Example-Driven Approach [Lecture Notes]. IEEE Signal Process. Mag. Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Ilia Kisil, Ervin Sejdic, Anthony G. Constantinides
2019	J	`jnl`	Unitary Shift Operators on a Graph. CoRR Bruno Scalzo Dees, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic
2019	J	`jnl`	Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition. Comput. Intell. Neurosci. Sofie Therese Hansen, Apit Hemakom, Mads Gylling Safeldt, Lærke Karen Krohne, Kristoffer Hougaard Madsen, Hartwig R. Siebner, Danilo P. Mandic, Lars Kai Hansen
2019	J	`jnl`	Vertex-Frequency Graph Signal Processing. CoRR Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Bruno Scalzo, Milos Brajovic, Ervin Sejdic, Anthony G. Constantinides
2019	—	`conf`	Widely Linear Complex-Valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. ICANN (1) Zeyang Yu, Shengxi Li, Danilo P. Mandic
2019	J	`jnl`	Widely Linear Complex-valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. CoRR Zeyang Yu, Shengxi Li, Danilo P. Mandic
2018	J	`jnl`	A Normalized Complex LMS Based Blind I/Q Imbalance Compensator for GFDM Receivers and Its Full Second-Order Performance Analysis. IEEE Trans. Signal Process. Hao Cheng, Yili Xia, Yongming Huang, Luxi Yang, Danilo P. Mandic
2018	J	`jnl`	A Novel Multivariate Sample Entropy Algorithm for Modeling Time Series Synchronization. Entropy David Looney, Tricia Adjei, Danilo P. Mandic
2018	J	`jnl`	A perspective on CLMS as a deficient length augmented CLMS: Dealing with second order noncircularity. Signal Process. Yili Xia, Scott C. Douglas, Danilo P. Mandic
2018	J	`jnl`	A universal framework for learning based on the elliptical mixture model (EMM). CoRR Shengxi Li, Zeyang Yu, Danilo P. Mandic
2018	—	`conf`	Additive noise influence on the bivariate two-component signal decomposition. MECO Milos Brajovic, Ljubisa Stankovic, Milos Dakovic, Danilo P. Mandic
2018	Misc	`conf`	Affine-Projection Least-Mean-Magnitude-Phase Algorithms Using a Posteriori Updates. ICASSP Scott C. Douglas, Danilo P. Mandic
2018	J	`jnl`	An Augmented Nonlinear LMS for Digital Self-Interference Cancellation in Full-Duplex Direct-Conversion Transceivers. IEEE Trans. Signal Process. Zhe Li, Yili Xia, Wenjiang Pei, Kai Wang, Danilo P. Mandic
2018	J	`jnl`	Augmented Performance Bounds on Strictly Linear and Widely Linear Estimators With Complex Data. IEEE Trans. Signal Process. Yili Xia, Danilo P. Mandic
2018	B	`conf`	Automatic detection of drowsiness using in-ear EEG. IJCNN Takashi Nakamura, Yousef D. Alqurashi, Mary J. Morrell, Danilo P. Mandic
2018	J	`jnl`	Bringing Wearable Sensors into the Classroom: A Participatory Approach [SP Education]. IEEE Signal Process. Mag. Sithan Kanna, Wilhelm von Rosenberg, Valentin Goverdovsky, Anthony G. Constantinides, Danilo P. Mandic
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	Misc	`conf`	Complementary Complex-Valued Spectrum for Real-Valued Data: Real Time Estimation of the Panorama Through Circularity-Preserving Dft. ICASSP Bruno Scalzo Dees, Scott C. Douglas, Danilo P. Mandic
2018	Misc	`conf`	Correntropy-Based Adaptive Filtering of Noncircular Complex Data. ICASSP Bruno Scalzo Dees, Yili Xia, Scott C. Douglas, Danilo P. Mandic
2018	J	`jnl`	Distributed Adaptive Filtering of α-Stable Signals. IEEE Signal Process. Lett. Sayed Pouria Talebi, Stefan Werner, Danilo P. Mandic
2018	Misc	`conf`	EAR-EEG for Detecting Inter-Brain Synchronisation in Continuous Cooperative Multi-Person Scenarios. ICASSP Apit Hemakom, Valentin Goverdovsky, Danilo P. Mandic
2018	—	`conf`	Feature Fusion via Tensor Network Summation. EUSIPCO Giuseppe Giovanni Calvi, Ilia Kisil, Danilo P. Mandic
2018	A*	`conf`	Hypergraph p-Laplacian: A Differential Geometry View. AAAI Shota Saito, Danilo P. Mandic, Hideyuki Suzuki
2018	J	`jnl`	In-Ear EEG Biometrics for Feasible and Readily Collectable Real-World Person Authentication. IEEE Trans. Inf. Forensics Secur. Takashi Nakamura, Valentin Goverdovsky, Danilo P. Mandic
2018	J	`jnl`	Maximum Likelihood Parameter Estimation of Unbalanced Three-Phase Power Signals. IEEE Trans. Instrum. Meas. Yili Xia, Sithan Kanna, Danilo P. Mandic
2018	J	`jnl`	Performance Analysis of Quaternion-Valued Adaptive Filters in Nonstationary Environments. IEEE Trans. Signal Process. Min Xiang, Sithan Kanna, Danilo P. Mandic
2018	J	`jnl`	Performance analysis of the deficient length augmented CLMS algorithm for second order noncircular complex signals. Signal Process. Yili Xia, Scott C. Douglas, Danilo P. Mandic
2018	J	`jnl`	Probabilistic guidance for catheter tip motion in cardiac ablation procedures. Medical Image Anal. Mihaela A. M. Constantinescu, Su-Lin Lee, Sabine Ernst, Apit Hemakom, Danilo P. Mandic, Guang-Zhong Yang
2018	J	`jnl`	Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion. CoRR Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao
2018	—	`conf`	Refreshing DSP Courses through Biopresence in the Curriculum: A Successful Paradigm. DSP Ahmad Moniri, Ilia Kisil, Anthony G. Constantinides, Danilo P. Mandic
2018	—	`conf`	Refreshing Digital Communications Curriculum with RFID Technology: A Participatory Approach. DSP Zhe Li, Wei Deng, Wenjiang Pei, Yili Xia, Danilo P. Mandic
2018	J	`jnl`	Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing. Signal Process. Min Xiang, Shirin Enshaeifar, Alexander E. Stott, Clive Cheong Took, Yili Xia, Sithan Kanna, Danilo P. Mandic
2018	—	`conf`	Tensor Ensemble Learning for Multidimensional Data. GlobalSIP Ilia Kisil, Ahmad Moniri, Danilo P. Mandic
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	J	`jnl`	Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion. CoRR Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao
2018	—	`conf`	Text Mining - A Key Lynchpin in the Investment Process: A Survey. APPIS Athanasios Konstantinidis, Bruno Scalzo Dees, Giuseppe Giovanni Calvi, Danilo P. Mandic
2018	J	`jnl`	Time-frequency decomposition of multivariate multicomponent signals. Signal Process. Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic
2018	Misc	`conf`	Widely Linear CLMS Based Cancelation of Nonlinear Self -Interference in Full-Duplex Direct-Conversion Transceivers. ICASSP Zhe Li, Wenjiang Pei, Yili Xia, Kai Wang, Danilo P. Mandic
2018	J	`jnl`	Widely linear complex partial least squares for latent subspace regression. Signal Process. Alexander E. Stott, Sithan Kanna, Danilo P. Mandic
2017	—	`conf`	A DFT enhanced complex LMS for digital adaptive spur cancellation. DSP Zhe Li, Yili Xia, Wenjiang Pei, Kai Wang, Danilo P. Mandic
2017	J	`jnl`	A Full Mean Square Analysis of CLMS for Second-Order Noncircular Inputs. IEEE Trans. Signal Process. Yili Xia, Danilo P. Mandic
2017	J	`jnl`	A Multivariate Multiscale Fuzzy Entropy Algorithm with Application to Uterine EMG Complexity Analysis. Entropy Mosabber Uddin Ahmed, Theerasak Chanwimalueang, Sudhin Thayyil, Danilo P. Mandic
2017	J	`jnl`	An Augmented Nonlinear Complex LMS for Digital Self-Interference Cancellation in Full-Duplex Direct-Conversion Transceivers. CoRR Zhe Li, Yili Xia, Wenjiang Pei, Kai Wang, Danilo P. Mandic
2017	Misc	`conf`	An online NIPALS algorithm for Partial Least Squares. ICASSP Alexander E. Stott, Sithan Kanna, Danilo P. Mandic, William T. Pike
2017	J	`jnl`	Complementary Mean Square Analysis of Augmented CLMS for Second-Order Noncircular Gaussian Signals. IEEE Signal Process. Lett. Yili Xia, Danilo P. Mandic
2017	B	`conf`	Complexity science for sleep stage classification from EEG. IJCNN Takashi Nakamura, Tricia Adjei, Yousef Alqurashi, David Looney, Mary J. Morrell, Danilo P. Mandic
2017	J	`jnl`	Cosine Similarity Entropy: Self-Correlation-Based Complexity Analysis of Dynamical Systems. Entropy Theerasak Chanwimalueang, Danilo P. Mandic
2017	Misc	`conf`	Cost-effective diffusion Kalman filtering with implicit measurement exchanges. ICASSP Sayed Pouria Talebi, Sithan Kanna, Yili Xia, Danilo P. Mandic
2017	J	`jnl`	Cost-effective quaternion minimum mean square error estimation: From widely linear to four-channel processing. Signal Process. Min Xiang, Clive Cheong Took, Danilo P. Mandic
2017	J	`jnl`	Diagonalisation of covariance matrices in quaternion widely linear signal processing. CoRR Min Xiang, Shirin Enshaeifar, Alexander Stott, Clive Cheong Took, Yili Xia, Danilo P. Mandic
2017	J	`jnl`	Distributed Particle Filtering of α-Stable Signals. IEEE Signal Process. Lett. Sayed Pouria Talebi, Danilo P. Mandic
2017	J	`jnl`	Hypergraph p-Laplacian: A Differential Geometry View. CoRR Shota Saito, Danilo P. Mandic, Hideyuki Suzuki
2017	J	`jnl`	In-ear EEG biometrics for feasible and readily collectable real-world person authentication. CoRR Takashi Nakamura, Valentin Goverdovsky, Danilo P. Mandic
2017	J	`jnl`	Noncircular Measurement and Mitigation of I/Q Imbalance for OFDM-Based WLAN Transmitters. IEEE Trans. Instrum. Meas. Zhe Li, Yili Xia, Wenjiang Pei, Kai Wang, Yongming Huang, Danilo P. Mandic
2017	—	`conf`	On an RLS-like LMS adaptive filter. DSP Thiernithi Variddhisaï, Danilo P. Mandic
2017	J	`jnl`	Online Multilinear Dictionary Learning for Sequential Compressive Sensing. CoRR Thiernithi Variddhisaï, Danilo P. Mandic
2017	Misc	`conf`	Single-channel Wiener filtering of deterministic signals in stochastic noise using the panorama. ICASSP Scott C. Douglas, Danilo P. Mandic
2017	—	`conf`	Stability of distributed extended Kalman filters. DSP Sithan Kanna, Danilo P. Mandic
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`	The quaternion least mean magnitude phase adaptive filtering algorithm. DSP Min Xiang, Scott C. Douglas, Danilo P. Mandic
2017	J	`jnl`	Translation invariant multi-scale signal denoising based on goodness-of-fit tests. Signal Process. Naveed ur Rehman, Syed Zain Abbas, Anum Asif, Anum Javed, Khuram Naveed, Danilo P. Mandic
2017	—	`conf`	Two-component bivariate signal decomposition based on time-frequency analysis. DSP Ljubisa Stankovic, Milos Brajovic, Milos Dakovic, Danilo P. Mandic
2017	—	`conf`	Widely linear adaptive frequency estimation for unbalanced three-phase power systems with multiple noisy measurements. DSP Yili Xia, Lulu Qiao, Qi Yang, Wenjiang Pei, Danilo P. Mandic
2016	J	`jnl`	A Distributed Quaternion Kalman Filter With Applications to Smart Grid and Target Tracking. IEEE Trans. Signal Inf. Process. over Networks Sayed Pouria Talebi, Sithan Kanna, Danilo P. Mandic
2016	J	`jnl`	A Quaternion Frequency and Phasor Estimator for Three-Phase Power Distribution Networks. CoRR Sayed Pouria Talebi, Danilo P. Mandic
2016	—	`conf`	A distributed quaternion Kalman filter with applications to fly-by-wire systems. DSP Sayed Pouria Talebi, Sithan Kanna, Yili Xia, Danilo P. Mandic
2016	B	`conf`	A least squares enhanced smart DFT technique for frequency estimation of unbalanced three-phase power systems. IJCNN Yili Xia, Kai Wang, Wenjiang Pei, Zoran Blazic, Danilo P. Mandic
2016	C	`conf`	Blind source separation and artefact cancellation for single channel bioelectrical signal. BSN Zhiqiang Zhang, Huihui Li, Danilo P. Mandic
2016	J	`jnl`	Discriminating Multiple Emotional States from EEG Using a Data-Adaptive, Multiscale Information-Theoretic Approach. Int. J. Neural Syst. Yelena Tonoyan, David Looney, Danilo P. Mandic, Marc M. Van Hulle
2016	J	`jnl`	Financial Stress Through Complexity Science. IEEE J. Sel. Top. Signal Process. Apit Hemakom, Theerasak Chanwimalueang, Alicia Carrion, Lisa Aufegger, Anthony G. Constantinides, Danilo P. Mandic
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`	Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading. IEEE J. Sel. Top. Signal Process. Ali N. Akansu, Dmitry Malioutov, Daniel P. Palomar, Emmanuelle Jay, Danilo P. Mandic
2016	J	`jnl`	Is a Complex-Valued Stepsize Advantageous in Complex-Valued Gradient Learning Algorithms? IEEE Trans. Neural Networks Learn. Syst. Huisheng Zhang, Danilo P. Mandic
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`	Modelling economic stress through financial systemic balance index. DSP Alicia Carrion Garcia, Theerasak Chanwimalueang, Giuseppe Giovanni Calvi, Apit Hemakom, Ramón Miralles Ricós, Danilo P. Mandic
2016	Misc	`conf`	Modelling stress in public speaking: Evolution of stress levels during conference presentations. ICASSP Theerasak Chanwimalueang, Lisa Aufegger, Wilhelm von Rosenberg, Danilo P. Mandic
2016	J	`jnl`	Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns. Comput. Intell. Neurosci. YoungJoo Kim, Jiwoo Ryu, Ko Keun Kim, Clive Cheong Took, Danilo P. Mandic, Cheolsoo Park
2016	Misc	`conf`	Novel quaternion matrix factorisations. ICASSP Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei, Danilo P. Mandic
2016	J	`jnl`	Optimization in Quaternion Dynamic Systems: Gradient, Hessian, and Learning Algorithms. IEEE Trans. Neural Networks Learn. Syst. Dongpo Xu, Yili Xia, Danilo P. Mandic
2016	Misc	`conf`	Performance advantage of quaternion widely linear estimation: An approximate uncorrelating transform approach. ICASSP Min Xiang, Sithan Kanna, Scott C. Douglas, Danilo P. Mandic
2016	Misc	`conf`	Quantifying cooperation in choir singing: Respiratory and cardiac synchronisation. ICASSP Apit Hemakom, Valentin Goverdovsky, Lisa Aufegger, Danilo P. Mandic
2016	Misc	`conf`	Stability analysis of the least-mean-magnitude-phase algorithm. ICASSP Scott C. Douglas, Danilo P. Mandic
2016	J	`jnl`	Steady-State Behavior of General Complex-Valued Diffusion LMS Strategies. IEEE Signal Process. Lett. Sithan Kanna, Danilo P. Mandic
2016	—	`conf`	Synchrosqueezing an effective method for analyzing Doppler radar physiological signals. EMBC Ehsan Yavari, Ashikur Rahman, Jia Xu, Danilo P. Mandic, Olga Boric-Lubecke
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
2015	J	`jnl`	A Class of Multivariate Denoising Algorithms Based on Synchrosqueezing. IEEE Trans. Signal Process. Alireza Ahrabian, Danilo P. Mandic
2015	J	`jnl`	A Multivariate Empirical Mode DecompositionBased Approach to Pansharpening. IEEE Trans. Geosci. Remote. Sens. Syed Muhammad Umer Abdullah, Naveed ur Rehman, Muhammad Murtaza Khan, Danilo P. Mandic
2015	B	`conf`	A non-linear state space frequency estimator for three-phase power systems. IJCNN Sayed Pouria Talebi, Sithan Kanna, Danilo P. Mandic
2015	Misc	`conf`	A quaternion frequency estimator for three-phase power systems. ICASSP Sayed Pouria Talebi, Danilo P. Mandic
2015	Misc	`conf`	Common components analysis via linked blind source separation. ICASSP Guoxu Zhou, Andrzej Cichocki, Danilo P. Mandic
2015	J	`jnl`	Complex-Valued Least Squares Frequency Estimation for Unbalanced Power Systems. IEEE Trans. Instrum. Meas. Yili Xia, Zoran Blazic, Danilo P. Mandic
2015	J	`jnl`	Convergence analysis of an augmented algorithm for fully complex-valued neural networks. Neural Networks Dongpo Xu, Huisheng Zhang, Danilo P. Mandic
2015	J	`jnl`	Design of Positive-Definite Quaternion Kernels. IEEE Signal Process. Lett. Felipe A. Tobar, Danilo P. Mandic
2015	—	`conf`	Developing an online steady-state visual evoked potential-based brain-computer interface system using EarEEG. EMBC Yu-Te Wang, Masaki Nakanishi, Simon Lind Kappel, Preben Kidmose, Danilo P. Mandic, Yijun Wang, Chung-Kuan Cheng, Tzyy-Ping Jung
2015	J	`jnl`	Distributed Widely Linear Kalman Filtering for Frequency Estimation in Power Networks. IEEE Trans. Signal Inf. Process. over Networks Sithan Kanna, Dahir H. Dini, Yili Xia, S. Y. Hui, Danilo P. Mandic
2015	J	`jnl`	EEG Signal Quality of a Subcutaneous Recording System Compared to Standard Surface Electrodes. J. Sensors Jonas Duun-Henriksen, Troels Wesenberg Kjaer, David Looney, Mary Doreen Atkins, Jens A. Sørensen, Martin Rose, Danilo P. Mandic, Rasmus Elsborg Madsen, Claus Bogh Juhl
2015	—	`conf`	EarEEG based visual P300 Brain-Computer Interface. NER Faisal Farooq, David Looney, Danilo P. Mandic, Preben Kidmose
2015	—	`conf`	Enabling R-peak detection in wearable ECG: Combining matched filtering and Hilbert transform. DSP Theerasak Chanwimalueang, Wilhelm von Rosenberg, Danilo P. Mandic
2015	J	`jnl`	Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform. IEEE Trans. Neural Networks Learn. Syst. Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2015	Misc	`conf`	Mean square analysis of the CLMS and ACLMS for non-circular signals: The approximate uncorrelating transform approach. ICASSP Danilo P. Mandic, Sithan Kanna, Scott C. Douglas
2015	J	`jnl`	Multi-Scale Pixel-Based Image Fusion Using Multivariate Empirical Mode Decomposition. Sensors Naveed ur Rehman, Shoaib Ehsan, Syed Muhammad Umer Abdullah, Muhammad Jehanzaib Akhtar, Danilo P. Mandic, Klaus D. McDonald-Maier
2015	Misc	`conf`	Nonuniformly sampled trivariate empirical mode decomposition. ICASSP Apit Hemakom, Alireza Ahrabian, David Looney, Naveed ur Rehman, Danilo P. Mandic
2015	J	`jnl`	On the Intrinsic Relationship Between the Least Mean Square and Kalman Filters [Lecture Notes]. IEEE Signal Process. Mag. Danilo P. Mandic, Sithan Kanna, Anthony G. Constantinides
2015	J	`jnl`	Performance Bounds of Quaternion Estimators. IEEE Trans. Neural Networks Learn. Syst. Yili Xia, Cyrus Jahanchahi, Tohru Nitta, Danilo P. Mandic
2015	J	`jnl`	Quaternion-Valued Echo State Networks. IEEE Trans. Neural Networks Learn. Syst. Yili Xia, Cyrus Jahanchahi, Danilo P. Mandic
2015	—	`conf`	Real-time detection of rectilinear sources for wireless communication signals. ISWCS Sithan Kanna, Min Xiang, Danilo P. Mandic
2015	—	`conf`	Real-time estimation of quaternion impropriety. DSP Sayed Pouria Talebi, Sithan Kanna, Danilo P. Mandic
2015	J	`jnl`	Selective Time-Frequency Reassignment Based on Synchrosqueezing. IEEE Signal Process. Lett. Alireza Ahrabian, Danilo P. Mandic
2015	—	`conf`	Smart helmet: Monitoring brain, cardiac and respiratory activity. EMBC Wilhelm von Rosenberg, Theerasak Chanwimalueang, Valentin Goverdovsky, Danilo P. Mandic
2015	J	`jnl`	Synchrosqueezing-based time-frequency analysis of multivariate data. Signal Process. Alireza Ahrabian, David Looney, Ljubisa Stankovic, Danilo P. Mandic
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`	The Theory of Quaternion Matrix Derivatives. IEEE Trans. Signal Process. Dongpo Xu, Danilo P. Mandic
2015	Misc	`conf`	The widely linear quaternion recursive total least squares. ICASSP Thiannithi Thanthawaritthisai, Felipe A. Tobar, Anthony G. Constantinides, Danilo P. Mandic
2015	J	`jnl`	Unsupervised State-Space Modeling Using Reproducing Kernels. IEEE Trans. Signal Process. Felipe A. Tobar, Petar M. Djuric, Danilo P. Mandic
2015	Misc	`conf`	Vital signs from inside a helmet: A multichannel face-lead study. ICASSP Wilhelm von Rosenberg, Theerasak Chanwimalueang, David Looney, Danilo P. Mandic
2014	J	`jnl`	A Class of Quaternion Kalman Filters. IEEE Trans. Neural Networks Learn. Syst. Cyrus Jahanchahi, Danilo P. Mandic
2014	Misc	`conf`	A Quaternion Least Mean Phase adaptive estimator. ICASSP Sayed Pouria Talebi, Dongpo Xu, Anthony Kuh, Danilo P. Mandic
2014	—	`conf`	A balancing voltage transformation for robust frequency estimation in unbalanced power systems. APSIPA Yili Xia, Kai Wang, Wenjiang Pei, Danilo P. Mandic
2014	—	`conf`	A method for quantitative assessment of artifacts in EEG, and an empirical study of artifacts. EMBC Simon Lind Kappel, David Looney, Danilo P. Mandic, Preben Kidmose
2014	Misc	`conf`	A particle filtering based kernel HMM predictor. ICASSP Felipe A. Tobar, Danilo P. Mandic
2014	—	`conf`	A real time tracker of complex circularity. SAM Sithan Kanna, Scott C. Douglas, Danilo P. Mandic
2014	—	`conf`	A theoretical bound for the performance advantage of quaternion widely linear estimation. DSP Cyrus Jahanchahi, Sithan Kanna, Danilo P. Mandic
2014	J	`jnl`	Adaptive Convex Combination Approach for the Identification of Improper Quaternion Processes. IEEE Trans. Neural Networks Learn. Syst. Bukhari Che Ujang, Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2014	Misc	`conf`	Autoconvolution and panorama: Augmenting second-order signal analysis. ICASSP Scott C. Douglas, Danilo P. Mandic
2014	J	`jnl`	Complex dual channel estimation: Cost effective widely linear adaptive filtering. Signal Process. Cyrus Jahanchahi, Sithan Kanna, Danilo P. Mandic
2014	J	`jnl`	Distributed Widely Linear Frequency Estimation in Unbalanced Three Phase Power Systems. CoRR Sithan Kanna, Dahir H. Dini, Yili Xia, Ron Shu-Yuen Hui, Danilo P. Mandic
2014	J	`jnl`	Dynamically-Sampled Bivariate Empirical Mode Decomposition. IEEE Signal Process. Lett. Naveed ur Rehman, Muhammad Waqas Safdar, Ubaid ur Rehman, Danilo P. Mandic
2014	—	`conf`	EEG-based brain connectivity analysis of states of unawareness. EMBC Ling Li, Adrien Witon, Samuele Marcora, Howard Bowman, Danilo P. Mandic
2014	—	`ch.`	Ear-EEG: Continuous Brain Monitoring. Brain-Computer Interface Research (3) David Looney, Preben Kidmose, Mary J. Morrell, Danilo P. Mandic
2014	—	`conf`	Estimation of financial indices volatility using a model with time-varying parameters. CIFEr Felipe A. Tobar, Marcos E. Orchard, Danilo P. Mandic, Anthony G. Constantinides
2014	Misc	`conf`	Estimation of phase synchrony using the synchrosqueezing transform. ICASSP Alireza Ahrabian, Danilo P. Mandic
2014	J	`jnl`	Guest Editorial Special Issue on Complex- and Hypercomplex-Valued Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Akira Hirose, Igor N. Aizenberg, Danilo P. Mandic
2014	J	`jnl`	Introduction to the Issue on Signal Processing in Smart Electric Power Grid. IEEE J. Sel. Top. Signal Process. Yih-Fang Huang, Shalinee Kishore, Visa Koivunen, Danilo P. Mandic, Lang Tong
2014	J	`jnl`	Multikernel Least Mean Square Algorithm. IEEE Trans. Neural Networks Learn. Syst. Felipe A. Tobar, Sun-Yuan Kung, Danilo P. Mandic
2014	—	`conf`	Multimodal physiological sensor for motion artefact rejection. EMBC Valentin Goverdovsky, David Looney, Preben Kidmose, Danilo P. Mandic
2014	—	`conf`	Predicting subject performance level from EEG signal complexity when engaged in BCI paradigm. MLSP Yelena Tonoyan, David Looney, Danilo P. Mandic, Marc M. Van Hulle
2014	J	`jnl`	Quaternion Gradient and Hessian. CoRR Dongpo Xu, Danilo P. Mandic
2014	J	`jnl`	Quaternion Reproducing Kernel Hilbert Spaces: Existence and Uniqueness Conditions. IEEE Trans. Inf. Theory Felipe A. Tobar, Danilo P. Mandic
2014	Misc	`conf`	Subspace denoising of EEG artefacts via multivariate EMD. ICASSP David Looney, Valentin Goverdovsky, Preben Kidmose, Danilo P. Mandic
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	B	`conf`	The HC calculus, quaternion derivatives and caylay-hamilton form of quaternion adaptive filters and learning systems. IJCNN Yili Xia, Cyrus Jahanchahi, Dongpo Xu, Danilo P. Mandic
2014	—	`conf`	The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms. SAM Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2014	J	`jnl`	Theory of Digital filter banks Realized via multivariate Empirical mode Decomposition. Adv. Data Sci. Adapt. Anal. Min-Sung Koh, Danilo P. Mandic, Anthony G. Constantinides
2013	J	`jnl`	A Study of Evoked Potentials From Ear-EEG. IEEE Trans. Biomed. Eng. Preben Kidmose, David Looney, Michael Ungstrup, Mike Lind Rank, Danilo P. Mandic
2013	J	`jnl`	A class of quaternion valued affine projection algorithms. Signal Process. Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2013	—	`conf`	An adaptive diffusion quaternion LMS algorithm for distributed networks of 3D and 4D vector sensors. EUSIPCO Cyrus Jahanchahi, Danilo P. Mandic
2013	J	`jnl`	Augmented MVDR Spectrum-Based Frequency Estimation for Unbalanced Power Systems. IEEE Trans. Instrum. Meas. Yili Xia, Danilo P. Mandic
2013	J	`jnl`	Bivariate Empirical Mode Decomposition for Unbalanced Real-World Signals. IEEE Signal Process. Lett. Alireza Ahrabian, Naveed ur Rehman, Danilo P. Mandic
2013	J	`jnl`	Blind Separation of Dependent Sources With a Bounded Component Analysis Deflationary Algorithm. IEEE Signal Process. Lett. Pablo Aguilera, Sergio Cruces, Iván Durán-Díaz, Auxiliadora Sarmiento, Danilo P. Mandic
2013	J	`jnl`	Comparison of P300 Responses in Auditory, Visual and Audiovisual Spatial Speller BCI Paradigms CoRR Moonjeong Chang, Nozomu Nishikawa, Zbigniew R. Struzik, Koichi Mori, Shoji Makino, Danilo P. Mandic, Tomasz M. Rutkowski
2013	J	`jnl`	Design of oversampled generalised discrete Fourier transform filter banks for application to subband-based blind source separation. IET Signal Process. Bo Peng, Wei Liu, Danilo P. Mandic
2013	J	`jnl`	Distributed Widely Linear Complex Kalman Filtering. CoRR Dahir H. Dini, Sithan Kanna, Danilo P. Mandic
2013	Misc	`conf`	Dynamical complexity analysis of multivariate financial data. ICASSP Wenjun Er, Danilo P. Mandic
2013	—	`conf`	EEG epileptic seizures separation with multivariate empirical mode decomposition for diagnostic purposes. EMBC Tomasz M. Rutkowski, Zbigniew R. Struzik, Danilo P. Mandic
2013	—	`conf`	Ear-EEG from generic earpieces: A feasibility study. EMBC Preben Kidmose, David Looney, L. Jochumsen, Danilo P. Mandic
2013	J	`jnl`	Emd via mEMD: multivariate noise-Aided Computation of Standard EMD. Adv. Data Sci. Adapt. Anal. Naveed ur Rehman, Cheolsoo Park, Norden E. Huang, Danilo P. Mandic
2013	J	`jnl`	Empirical Mode Decomposition-Based Time-Frequency Analysis of Multivariate Signals: The Power of Adaptive Data Analysis. IEEE Signal Process. Mag. Danilo P. Mandic, Naveed ur Rehman, Zhaohua Wu, Norden E. Huang
2013	—	`conf`	Exploiting Sparsity in Widely Linear Estimation. ISWCS Dahir H. Dini, Danilo P. Mandic
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	J	`jnl`	Multi-command Tactile and Auditory Brain Computer Interface based on Head Position Stimulation CoRR Hiromu Mori, Yoshihiro Matsumoto, Zbigniew R. Struzik, Koichi Mori, Shoji Makino, Danilo P. Mandic, Tomasz M. Rutkowski
2013	Misc	`conf`	On intraference and its implications in complex-valued signal processing. ICASSP Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2013	J	`jnl`	Prediction of wide-sense stationary quaternion random signals. Signal Process. Jesús Navarro-Moreno, Rosa M. Fernández-Alcalá, Clive Cheong Took, Danilo P. Mandic
2013	J	`jnl`	The Augmented Complex Particle Filter. IEEE Trans. Signal Process. Dahir H. Dini, Petar M. Djuric, Danilo P. Mandic
2013	Misc	`conf`	The quaternion kernel least squares. ICASSP Felipe A. Tobar, Danilo P. Mandic
2013	J	`jnl`	Widely Linear Modeling for Frequency Estimation in Unbalanced Three-Phase Power Systems. IEEE Trans. Instrum. Meas. Dahir H. Dini, Danilo P. Mandic
2012	Misc	`conf`	A family of least-squares magnitude phase algorithms. ICASSP Scott C. Douglas, Danilo P. Mandic
2012	—	`conf`	A novel augmented complex valued kernel LMS. SAM Felipe A. Tobar, Anthony Kuh, Danilo P. Mandic
2012	J	`jnl`	Adaptive Frequency Estimation in Smart Grid Applications: Exploiting Noncircularity and Widely Linear Adaptive Estimators. IEEE Signal Process. Mag. Yili Xia, Scott C. Douglas, Danilo P. Mandic
2012	J	`jnl`	Algorithmic Trading Using Phase Synchronization. IEEE J. Sel. Top. Signal Process. Alireza Ahrabian, Clive Cheong Took, Danilo P. Mandic
2012	J	`jnl`	An adaptive approach for the identification of improper complex signals. Signal Process. Beth Jelfs, Danilo P. Mandic, Scott C. Douglas
2012	—	`conf`	Auditory evoked responses from Ear-EEG recordings. EMBC Preben Kidmose, David Looney, Danilo P. Mandic
2012	J	`jnl`	Class of Widely Linear Complex Kalman Filters. IEEE Trans. Neural Networks Learn. Syst. Dahir H. Dini, Danilo P. Mandic
2012	—	`conf`	Cooperative adaptive estimation of distributed noncircular complex signals. ACSCC Dahir H. Dini, Danilo P. Mandic
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	J	`jnl`	Identification of Defective Areas in Composite Materials by Bivariate EMD Analysis of Ultrasound. IEEE Trans. Instrum. Meas. Marco Leo, David Looney, Tiziana D'Orazio, Danilo P. Mandic
2012	J	`jnl`	Kalman filtering for widely linear complex and quaternion valued bearings only tracking. IET Signal Process. Dahir H. Dini, Cyrus Jahanchahi, Danilo P. Mandic
2012	J	`jnl`	Modelling of brain consciousness based on collaborative adaptive filters. Neurocomputing Ling Li, Yili Xia, Beth Jelfs, Jianting Cao, Danilo P. Mandic
2012	J	`jnl`	Multivariate Multiscale Entropy Analysis. IEEE Signal Process. Lett. Mosabber Uddin Ahmed, Danilo P. Mandic
2012	Misc	`conf`	Multivariate entropy analysis with data-driven scales. ICASSP Mosabber Uddin Ahmed, Naveed ur Rehman, David Looney, Tomasz M. Rutkowski, Preben Kidmose, Danilo P. Mandic
2012	J	`jnl`	On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing. IEEE Trans. Signal Process. Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
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	Misc	`conf`	On gradient calculation in quaternion adaptive filtering. ICASSP Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2012	Misc	`conf`	On quaternion analyticity: Enabling quaternion-valued nonlinear adaptive filtering. ICASSP Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
2012	—	`conf`	Phase-based brain consciousness analysis. EMBC Ling Li, David Looney, Cheolsoo Park, Toshihisa Tanaka, Jianting Cao, Danilo P. Mandic
2012	J	`jnl`	Reducing permutation error in subband-based convolutive blind separation. IET Signal Process. Bo Peng, Wei Liu, Danilo P. Mandic
2012	—	`conf`	Session TP2b: Cooperative adaptation and learning (invited). ACSCC Danilo P. Mandic, Ali H. Sayed
2012	J	`jnl`	Widely Linear Adaptive Frequency Estimation of Unbalanced Three-Phase Power Systems. IEEE Trans. Instrum. Meas. Yili Xia, Danilo P. Mandic
2012	—	`conf`	Widely linear state space models for frequency estimation in unbalanced three-phase systems. SAM Dahir H. Dini, Yili Xia, Scott C. Douglas, Danilo P. Mandic
2011	J	`jnl`	A Quaternion Gradient Operator and Its Applications. IEEE Signal Process. Lett. Danilo P. Mandic, Cyrus Jahanchahi, Clive Cheong Took
2011	J	`jnl`	A Widely Linear Complex Unscented Kalman Filter. IEEE Signal Process. Lett. Dahir H. Dini, Danilo P. Mandic, Simon J. Julier
2011	B	`conf`	A class of fast quaternion valued variable stepsize stochastic gradient learning algorithms for vector sensor processes. IJCNN Mingxuan Wang, Clive Cheong Took, Danilo P. Mandic
2011	Misc	`conf`	A collaborative filtering approach for quasi-brain-death EEG analysis. ICASSP Yili Xia, Ling Li, Jianting Cao, Martin Golz, Danilo P. Mandic
2011	—	`conf`	A unifying framework for the analysis of quaternion valued adaptive filters. ACSCC Clive Cheong Took, Cyrus Jahanchahi, Danilo P. Mandic
2011	J	`jnl`	An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals. IEEE Signal Process. Lett. Yili Xia, Danilo P. Mandic, Ali H. Sayed
2011	J	`jnl`	An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals. IEEE Trans. Neural Networks Yili Xia, Beth Jelfs, Marc M. Van Hulle, José C. Príncipe, Danilo P. Mandic
2011	—	`conf`	An in-the-ear platform for recording electroencephalogram. EMBC David Looney, Cheolsoo Park, Preben Kidmose, Mike Lind Rank, Michael Ungstrup, K. Rosenkranz, Danilo P. Mandic
2011	Misc	`conf`	Augmented complex matrix factorisation. ICASSP David Looney, Danilo P. Mandic
2011	J	`jnl`	Augmented second-order statistics of quaternion random signals. Signal Process. Clive Cheong Took, Danilo P. Mandic
2011	Misc	`conf`	Blind extraction of improper quaternion sources. ICASSP Soroush Javidi, Clive Cheong Took, Cyrus Jahanchahi, Nicolas Le Bihan, Danilo P. Mandic
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	—	`conf`	Estimating human response to taste using EEG. EMBC Cheolsoo Park, David Looney, Danilo P. Mandic
2011	J	`jnl`	Fast Independent Component Analysis Algorithm for Quaternion Valued Signals. IEEE Trans. Neural Networks Soroush Javidi, Clive Cheong Took, Danilo P. Mandic
2011	J	`jnl`	Filter Bank Property of Multivariate Empirical Mode Decomposition. IEEE Trans. Signal Process. Naveed ur Rehman, Danilo P. Mandic
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	—	`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`	Multivariate multiscale entropy for brain consciousness analysis. EMBC Mosabber Uddin Ahmed, Ling Li, Jianting Cao, Danilo P. Mandic
2011	J	`jnl`	On the unitary diagonalisation of a special class of quaternion matrices. Appl. Math. Lett. Clive Cheong Took, Danilo P. Mandic, Fuzhen Zhang
2011	—	`conf`	Power independent EMG based gesture recognition for robotics. EMBC Ling Li, David Looney, Cheolsoo Park, Naveed ur Rehman, Danilo P. Mandic
2011	J	`jnl`	Quaternion-Valued Nonlinear Adaptive Filtering. IEEE Trans. Neural Networks Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
2011	J	`jnl`	The complex local mean decomposition. Neurocomputing Cheolsoo Park, David Looney, Marc M. Van Hulle, Danilo P. Mandic
2011	Misc	`conf`	The least-mean-magnitude-phase algorithm with applications to communications systems. ICASSP Scott C. Douglas, Danilo P. Mandic
2011	B	`conf`	Widely linear adaptive frequency estimation in three-phase power systems under unbalanced voltage sag conditions. IJCNN Yili Xia, Scott C. Douglas, Danilo P. Mandic
2010	—	`conf`	A Regularised Normalised Augmented Complex Least Mean Square algorithm. ISWCS Yili Xia, Soroush Javidi, Danilo P. Mandic
2010	J	`jnl`	A modified Armijo rule for the online selection of learning rate of the LMS algorithm. Digit. Signal Process. Christos Boukis, Danilo P. Mandic, Anthony G. Constantinides, Lazaros Polymenakos
2010	J	`jnl`	A quaternion widely linear adaptive filter. IEEE Trans. Signal Process. Clive Cheong Took, Danilo P. Mandic
2010	—	`conf`	An Auditory Oddball Based Brain-Computer Interface System Using Multivariate EMD. ICIC (2) Qi-Wei Shi, Wei Zhou, Jianting Cao, Danilo P. Mandic, Toshihisa Tanaka, Tomasz M. Rutkowski, Ru-Bin Wang
2010	J	`jnl`	An augmented affine projection algorithm for the filtering of noncircular complex signals. Signal Process. Yili Xia, Clive Cheong Took, Danilo P. Mandic
2010	J	`jnl`	Characterisation of Signal Modality: Exploiting Signal Nonlinearity in Machine Learning and Signal Processing. J. Signal Process. Syst. Beth Jelfs, Soroush Javidi, Phebe Vayanos, Danilo P. Mandic
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	—	`conf`	Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals. ANNPR Marco Leo, David Looney, Tiziana D'Orazio, Danilo P. Mandic
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	J	`jnl`	Empirical mode decomposition for trivariate signals. IEEE Trans. Signal Process. Naveed ur Rehman, Danilo P. Mandic
2010	B	`conf`	Identification of improper processes by variable tap-length complex-valued adaptive filters. IJCNN Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
2010	C	`conf`	Image fusion based on Fast and Adaptive Bidimensional Empirical Mode Decomposition. FUSION Mosabber Uddin Ahmed, Danilo P. Mandic
2010	J	`jnl`	Noisy Component Extraction (NoiCE). IEEE Trans. Circuits Syst. I Regul. Pap. Wai Yie Leong, Danilo P. Mandic
2010	B	`conf`	On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting. IJCNN Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2010	Misc	`conf`	Performance analysis of the conventional complex LMS and augmented complex LMS algorithms. ICASSP Scott C. Douglas, Danilo P. Mandic
2010	B	`conf`	Quadrivariate Empirical Mode Decomposition. IJCNN Naveed ur Rehman, Danilo P. Mandic
2010	B	`conf`	Quaternion-valued short term forecasting of wind profile. IJCNN Clive Cheong Took, Danilo P. Mandic, Kazuyuki Aihara
2010	J	`jnl`	Quaternion-valued stochastic gradient-based adaptive IIR filtering. IEEE Trans. Signal Process. Clive Cheong Took, Danilo P. Mandic
2010	J	`jnl`	Split quaternion nonlinear adaptive filtering. Neural Networks Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
2010	—	`conf`	The widely linear quaternion recursive least squares filter. CIP Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2010	B	`conf`	Towards estimating selective auditory attention from EEG using a novel time-frequency-synchronisation framework. IJCNN David Looney, Cheolsoo Park, Yili Xia, Preben Kidmose, Michael Ungstrup, Danilo P. Mandic
2009	J	`jnl`	A class of stochastic gradient algorithms with exponentiated error cost functions. Digit. Signal Process. Christos Boukis, Danilo P. Mandic, Anthony G. Constantinides
2009	Misc	`conf`	A split quaternion nonlinear adaptive filter. ICASSP Bukhari Che Ujang, Clive Cheong Took, Aleksandar Kavcic, Danilo P. Mandic
2009	J	`jnl`	Adaptive IIR filtering of noncircular complex signals. IEEE Trans. Signal Process. Clive Cheong Took, Danilo P. Mandic
2009	Misc	`conf`	Applications of complex augmented kernels to wind profile prediction. ICASSP Anthony Kuh, Danilo P. Mandic
2009	B	`conf`	Complex valued recurrent neural networks for noncircular complex signals. IJCNN Danilo P. Mandic
2009	—	`conf`	Conditioning multimodal information for smart environments. ICDSC David Looney, Naveed ur Rehman, Danilo P. Mandic, Tomasz M. Rutkowski, Alla Heidenreich, Dagmar Beyer
2009	Misc	`conf`	Duality between widely linear and dual channel adaptive filtering. ICASSP Danilo P. Mandic, Susanne Still, Scott C. Douglas
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	J	`jnl`	Multiscale Image Fusion Using Complex Extensions of EMD. IEEE Trans. Signal Process. David Looney, Danilo P. Mandic
2009	Misc	`conf`	Qualitative analysis of rotational modes within three dimensional empirical mode decomposition. ICASSP Naveed ur Rehman, Danilo P. Mandic
2009	Misc	`conf`	Study of the quaternion LMS and four-channel LMS algorithms. ICASSP Clive Cheong Took, Danilo P. Mandic, Jacob Benesty
2009	J	`jnl`	The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes. IEEE Trans. Signal Process. Clive Cheong Took, Danilo P. Mandic
2009	B	`conf`	Upper bounds on the capacities of non-controllable finite-state channels using dynamic programming methods. ISIT Xiujie Huang, Aleksandar Kavcic, Xiao Ma, Danilo P. Mandic
2008	J	`jnl`	A Homomorphic Neural Network for Modeling and Prediction. Neural Comput. Maciej Pedzisz, Danilo P. Mandic
2008	Misc	`conf`	A machine learning enhanced empirical mode decomposition. ICASSP David Looney, Danilo P. Mandic
2008	J	`jnl`	Advances in blind signal processing. Neurocomputing Deniz Erdogmus, Danilo P. Mandic, Toshihisa Tanaka
2008	J	`jnl`	An Assessment of Qualitative Performance of Machine Learning Architectures: Modular Feedback Networks. IEEE Trans. Neural Networks Mo Chen, Temujin Gautama, Danilo P. Mandic
2008	J	`jnl`	Blind source extraction: Standard approaches and extensions to noisy and post-nonlinear mixing. Neurocomputing Wai Yie Leong, Wei Liu, Danilo P. Mandic
2008	Misc	`conf`	Cascaded approach for microsleep data extraction. ICASSP Wai Yie Leong, Danilo P. Mandic
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	—	`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	—	`conf`	Fusion of visual and thermal images using complex extension of EMD. ICDSC David Looney, Danilo P. Mandic
2008	J	`jnl`	Online Detection of the Modality of Complex-Valued Real World Signals. Int. J. Neural Syst. Danilo P. Mandic, Phebe Vayanos, Mo Chen, Su Lee Goh
2008	Misc	`conf`	Online tracking of the degree of nonlinearity within complex signals. ICASSP Danilo P. Mandic, Phebe Vayanos, Soroush Javidi, Beth Jelfs, Kazuyuki Aihara
2008	J	`jnl`	Post-Nonlinear Blind Extraction in the Presence of Ill-Conditioned Mixing. IEEE Trans. Circuits Syst. I Regul. Pap. Wai Yie Leong, Danilo P. Mandic
2008	J	`jnl`	Preface. Neural Networks Danilo P. Mandic, Wlodzislaw Duch
2008	Misc	`conf`	Qualitative assessment of intrinsic mode functions of empirical mode decomposition. ICASSP Mo Chen, Danilo P. Mandic, Preben Kidmose, Michael Ungstrup
2007	—	`conf`	A Class of Adaptively Regularised PNLMS Algorithms. DSP Beth Jelfs, Danilo P. Mandic, Jacob Benesty
2007	—	`conf`	A Generalised Mixed Norm Stochastic Gradient Algorithm. DSP Christos Boukis, Danilo P. Mandic, Anthony G. Constantinides
2007	J	`jnl`	A Multimodal Approach to Communicative Interactivity Classification. J. VLSI Signal Process. Tomasz M. Rutkowski, Danilo P. Mandic, Allan Kardec Barros
2007	—	`conf`	A Unifying Approach to the Derivation of the Class of PNLMS Algorithms. DSP Beth Jelfs, Danilo P. Mandic, Andrzej Cichocki
2007	—	`conf`	Algorithms for BER-Constrained Variable-Length Equalizers driven by Channel Response Knowledge over Frequency-Selective Radio Channel. VTC Spring Armelle Wautier, Lionel Husson, Ionut-Dan Plai, Danilo P. Mandic
2007	J	`jnl`	An Augmented Extended Kalman Filter Algorithm for Complex-Valued Recurrent Neural Networks. Neural Comput. Su Lee Goh, Danilo P. Mandic
2007	J	`jnl`	An augmented CRTRL for complex-valued recurrent neural networks. Neural Networks Su Lee Goh, Danilo P. Mandic
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	—	`ed.`	Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I ICANN (1) Joaquim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, Danilo P. Mandic
2007	—	`ed.`	Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part II ICANN (2) Joaquim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, Danilo P. Mandic
2007	J	`jnl`	Biometrics from Brain Electrical Activity: A Machine Learning Approach. IEEE Trans. Pattern Anal. Mach. Intell. Ramaswamy Palaniappan, Danilo P. Mandic
2007	—	`conf`	Blind Extraction of Microsleep Events. DSP Wai Yie Leong, Danilo P. Mandic, Martin Golz, David Sommer
2007	—	`conf`	Blind Extraction of Noisy Events using Nonlinear Predictor. ICASSP (2) Wai Yie Leong, Danilo P. Mandic, Wei Liu
2007	—	`conf`	Blood Volume Signal Analysis with Empirical Mode Decomposition. DSP George Souretis, Danilo P. Mandic, Massimo Grisseli, Toshihisa Tanaka, Marc M. Van Hulle
2007	—	`conf`	Collaborative Adaptive Learning using Hybrid Filters. ICASSP (3) Danilo P. Mandic, Phebe Vayanos, Christos Boukis, Beth Jelfs, Su Lee Goh, Temujin Gautama, Tomasz M. Rutkowski
2007	J	`jnl`	Complex Empirical Mode Decomposition. IEEE Signal Process. Lett. Toshihisa Tanaka, Danilo P. Mandic
2007	J	`jnl`	EEG Based Biometric Framework for Automatic Identity Verification. J. VLSI Signal Process. Ramaswamy Palaniappan, Danilo P. Mandic
2007	—	`conf`	Exploiting Nonlinearity in Adaptive Signal Processing. NOLISP Phebe Vayanos, Mo Chen, Beth Jelfs, Danilo P. Mandic
2007	J	`jnl`	Feature Fusion for the Detection of Microsleep Events. J. VLSI Signal Process. Martin Golz, David Sommer, Mo Chen, Udo Trutschel, Danilo P. Mandic
2007	—	`conf`	Modelling the Communication Atmosphere: A Human Centered Multimedia Approach to Evaluate Communicative Situations. Artifical Intelligence for Human Computing Tomasz M. Rutkowski, Danilo P. Mandic
2007	C	`conf`	Noisy Component Extraction (Noice). ISCAS Wai Yie Leong, Danilo P. Mandic
2007	—	`conf`	Regularised Adaptive Fir Filters for Image Denoising. DSP David Looney, Danilo P. Mandic, Tomasz M. Rutkowski
2007	—	`conf`	Rotation Invariant Complex Empirical Mode Decomposition. ICASSP (3) Muhammad Altaf, Temujin Gautama, Toshihisa Tanaka, Danilo P. Mandic
2007	J	`jnl`	Sequential Data Fusion via Vector Spaces: Fusion of Heterogeneous Data in the Complex Domain. J. VLSI Signal Process. Danilo P. Mandic, Su Lee Goh, Kazuyuki Aihara
2007	J	`jnl`	Stochastic Gradient-Adaptive Complex-Valued Nonlinear Neural Adaptive Filters With a Gradient-Adaptive Step Size. IEEE Trans. Neural Networks Su Lee Goh, Danilo P. Mandic
2006	—	`conf`	A Flexible Method for Envelope Estimation in Empirical Mode Decomposition. KES (3) Yoshikazu Washizawa, Toshihisa Tanaka, Danilo P. Mandic, Andrzej Cichocki
2006	—	`conf`	A Normalised Kurtosis Based Blind Source Extraction Algorithm for Noisy Mixtures. ICASSP (5) Wei Liu, Danilo P. Mandic
2006	—	`conf`	A Novel Tool for Sequential Fusion of Nonlinear Features: A Sleep Psychology Application. MFI Mo Chen, David Sommer, Su Lee Goh, Temujin Gautama, Dragan Obradovic, Martin Golz, Mary J. Morrell, Hui Wang, Danilo P. Mandic
2006	J	`jnl`	A normalised kurtosis-based algorithm for blind source extraction from noisy measurements. Signal Process. Wei Liu, Danilo P. Mandic
2006	J	`jnl`	A novel algorithm for the adaptation of the pole of Laguerre filters. IEEE Signal Process. Lett. Christos Boukis, Danilo P. Mandic, Anthony G. Constantinides, Lazaros C. Polymenakos
2006	—	`conf`	An Augmented Extended Kalman Filter Algorithm for Complex-Valued Recurrent Neural Networks. ICASSP (5) Su Lee Goh, Danilo P. Mandic
2006	J	`jnl`	An Implementation of Nonlinear Multiuser Detection in Rayleigh Fading Channel. EURASIP J. Wirel. Commun. Netw. Wai Yie Leong, John Homer, Danilo P. Mandic
2006	—	`conf`	An Online Method for Detecting Nonlinearity Within a Signal. KES (3) Beth Jelfs, Phebe Vayanos, Mo Chen, Su Lee Goh, Christos Boukis, Temujin Gautama, Tomasz M. Rutkowski, Tony Kuh, Danilo P. Mandic
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`	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	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	C	`conf`	Blind source extraction of instantaneous noisy mixtures using a linear predictor. ISCAS Wei Liu, Danilo P. Mandic, Andrzej Cichocki
2006	J	`jnl`	Introductory Note. J. VLSI Signal Process. Allan Kardec Barros, Danilo P. Mandic, Jan Larsen
2006	—	`conf`	Sensor Network Localization Using Least Squares Kernel Regression. KES (3) Anthony Kuh, Chaopin Zhu, Danilo P. Mandic
2006	—	`conf`	Sequential Detection Using Least Squares Temporal Difference Methods. ICASSP (5) Anthony Kuh, Danilo P. Mandic
2006	—	`conf`	Speech Enhancement Based on the Response Features of Facilitated EI Neurons. ICA André Borges Cavalcante, Danilo P. Mandic, Tomasz M. Rutkowski, Allan Kardec Barros
2005	—	`conf`	A class of gradient-adaptive step size algorithms for complex-valued nonlinear neural adaptive filters. ICASSP (5) Su Lee Goh, Danilo P. Mandic
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`	Communicative Interactivity - A Multimodal Communicative Situation Classification Approach. ICANN (2) Tomasz M. Rutkowski, Danilo P. Mandic
2005	—	`conf`	Data Fusion for Modern Engineering Applications: An Overview. ICANN (2) Danilo P. Mandic, Dragan Obradovic, Anthony Kuh, Tülay Adali, Udo Trutschel, Martin Golz, Philippe De Wilde, Javier A. Barria, Anthony G. Constantinides, Jonathon A. Chambers
2005	—	`conf`	Energy of Brain Potentials Evoked During Visual Stimulus: A New Biometric? ICANN (2) Ramaswamy Palaniappan, Danilo P. Mandic
2005	—	`conf`	Fusion of State Space and Frequency- Domain Features for Improved Microsleep Detection. ICANN (2) David Sommer, Mo Chen, Martin Golz, Udo Trutschel, Danilo P. Mandic
2005	J	`jnl`	Nonlinear adaptive prediction of complex-valued signals by complex-valued PRNN. IEEE Trans. Signal Process. Su Lee Goh, Danilo P. Mandic
2005	—	`conf`	On nonlinear modular neural filters. ICASSP (5) Mo Chen, Danilo P. Mandic, Temujin Gautama, Marc M. Van Hulle
2005	—	`conf`	Semi-blind source separation for convolutive mixtures based on frequency invariant transformation. ICASSP (5) Wei Liu, Danilo P. Mandic
2004	J	`jnl`	A Complex-Valued RTRL Algorithm for Recurrent Neural Networks. Neural Comput. Su Lee Goh, Danilo P. Mandic
2004	J	`jnl`	A generalized normalized gradient descent algorithm. IEEE Signal Process. Lett. Danilo P. Mandic
2004	J	`jnl`	A non-parametric test for detecting the complex-valued nature of time series. Int. J. Knowl. Based Intell. Eng. Syst. Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle
2004	J	`jnl`	A novel adaptive learning rate sequential blind source separation algorithm. Signal Process. Maria G. Jafari, Jonathon A. Chambers, Danilo P. Mandic
2004	J	`jnl`	A novel method for determining the nature of time series. IEEE Trans. Biomed. Eng. Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle
2004	J	`jnl`	Heteroscedastic kernel ridge regression. Neurocomputing Gavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic
2004	—	`conf`	Quality assessment of hybrid nonlinear filters. ICASSP (5) Mo Chen, Danilo P. Mandic
2003	J	`jnl`	A Data Reusing Nonlinear Gradient Descent Algorithm for a Class of Complex Valued Neural Adaptive Filters. Neural Process. Lett. Andrew I. Hanna, Danilo P. Mandic
2003	B	`conf`	A Data-Reusing Gradient Descent Algorithm for Complex-Valued Recurrent Neural Networks. KES Su Lee Goh, Danilo P. Mandic
2003	B	`conf`	A Fast Converging Sequential Blind Source Separation Algorithm for Cyclostationary Sources. KES Maria G. Jafari, Danilo P. Mandic, Jonathon A. Chambers
2003	B	`conf`	A Non-parametric Test for Detecting the Complex-Valued Nature of Time Series. KES Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle
2003	J	`jnl`	A complex-valued nonlinear neural adaptive filter with a gradient adaptive amplitude of the activation function. Neural Networks Andrew I. Hanna, Danilo P. Mandic
2003	—	`conf`	A differential entropy based method for determining the optimal embedding parameters of a signal. ICASSP (6) Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle
2003	J	`jnl`	A fully adaptive normalized nonlinear gradient descent algorithm for complex-valued nonlinear adaptive filters. IEEE Trans. Signal Process. Andrew I. Hanna, Danilo P. Mandic
2003	—	`conf`	A gradient adaptive step size algorithm for IIR filters. ICASSP (6) Christos Boukis, Danilo P. Mandic, Eftychios V. Papoulis, Anthony G. Constantinides
2003	—	`conf`	A normalized mixed-norm adaptive filtering algorithm robust under impulsive noise interference. ICASSP (6) Danilo P. Mandic, Eftychios V. Papoulis, Christos Boukis
2003	—	`conf`	An on-line algorithm for blind source extraction based on nonlinear prediction approach. NNSP Danilo P. Mandic, Andrzej Cichocki, Uttachai Manmontri
2003	—	`conf`	Analysis of the class of complex-valued error adaptive normalised nonlinear gradient descent algorithms. ICASSP (2) Andrew I. Hanna, Ian Yates, Danilo P. Mandic
2003	B	`conf`	Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression. ESANN Gavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic
2003	—	`conf`	Nonlinear adaptive prediction using a complex-valued PRNN. NNSP Su Lee Goh, Danilo P. Mandic
2003	J	`jnl`	On "an improved approach for nonlinear system identification using neural networks". J. Frankl. Inst. Andrew I. Hanna, Danilo P. Mandic
2003	J	`jnl`	Recurrent neural networks with trainable amplitude of activation functions. Neural Networks Su Lee Goh, Danilo P. Mandic
2003	J	`jnl`	Signal Nonlinearity in fMRI: A Comparison between BOLD and MION. IEEE Trans. Medical Imaging Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle
2002	Misc	`conf`	A general adaptive normalised nonlinear-gradient descent algorithm for nonlinear adaptive filters. ICASSP Danilo P. Mandic, Andrew I. Hanna, Dai I. Kim
2002	—	`conf`	A global gradient descent algorithm for hierarchical FIR adaptive filters. DSP Christos Boukis, Danilo P. Mandic
2002	—	`conf`	A hierarchical feedforward adaptive filter for system identification. NNSP Christos Boukis, Danilo P. Mandic, Anthony G. Constantinides
2002	Misc	`conf`	A normalised complex backpropagation algorithm. ICASSP Andrew I. Hanna, Danilo P. Mandic
2002	J	`jnl`	A spatially-adaptive neural network approach to regularized image restoration. J. Intell. Fuzzy Syst. Alex S. Palmer, Moe Razaz, Danilo P. Mandic
2002	J	`jnl`	Data-Reusing Recurrent Neural Adaptive Filters. Neural Comput. Danilo P. Mandic
2002	C	`conf`	Error Functions for Prediction of Episodes of Poor Air Quality. ICANN Robert J. Foxall, Gavin C. Cawley, Stephen R. Dorling, Danilo P. Mandic
2002	—	`conf`	Fully adaptive neural nonlinear FIR filters. NNSP Woon Chong Siaw, Su Lee Goh, Andrew I. Hanna, Christos Boukis, Danilo P. Mandic
2002	B	`conf`	Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality. ESANN Robert J. Foxall, Gavin C. Cawley, Nicola L. C. Talbot, Stephen R. Dorling, Danilo P. Mandic
2002	J	`jnl`	Nonlinear FIR adaptive filters with a gradient adaptive amplitude in the nonlinearity. IEEE Signal Process. Lett. Andrew I. Hanna, Danilo P. Mandic
2002	Misc	`conf`	On sensitivity of neural adaptive filters with respect to the slope parameter of a neuron activation function. ICASSP Warren Sherliker, Igor R. Krcmar, Milorad M. Bozic, Danilo P. Mandic
2002	Misc	`conf`	On the derivation of the optimal payload size for packet based transmission over a binary symmetrical communication channel. ICASSP Djemal H. Kolonic, Danilo P. Mandic, Ben Milner, Richard W. Harvey
2002	—	`conf`	Spatially Adaptive Image Restoration by Neural Network Filtering. SBRN Alex S. Palmer, Moe Razaz, Danilo P. Mandic
2001	Misc	`conf`	A fully adaptive normalized nonlinear gradient descent algorithm for nonlinear system identification. ICASSP Igor R. Krcmar, Danilo P. Mandic
2001	J	`jnl`	A normalized gradient descent algorithm for nonlinear adaptive filters using a gradient adaptive step size. IEEE Signal Process. Lett. Danilo P. Mandic, Andrew I. Hanna, Moe Razaz
2001	Misc	`conf`	Nonlinear modelling of air pollution time series. ICASSP Robert J. Foxall, Igor R. Krcmar, Gavin C. Cawley, Stephen R. Dorling, Danilo P. Mandic
2000	J	`jnl`	A normalised real time recurrent learning algorithm. Signal Process. Danilo P. Mandic, Jonathon A. Chambers
2000	Misc	`conf`	A normalized gradient algorithm for an adaptive recurrent perceptron. ICASSP Jonathon A. Chambers, Warren Sherliker, Danilo P. Mandic
2000	J	`jnl`	Advanced RNN Based NARMA Predictors. J. VLSI Signal Process. Danilo P. Mandic, Jonathon A. Chambers
2000	Misc	`conf`	On global asymptotic stability of fully connected recurrent neural networks. ICASSP Danilo P. Mandic, Jonathon A. Chambers, Milorad M. Bozic
2000	A	`conf`	On the Choice of Tactile Code. IEEE International Conference on Multimedia and Expo (I) Danilo P. Mandic, Richard W. Harvey, Djemal H. Kolonic
2000	J	`jnl`	On the choice of parameters of the cost function in nested modular RNN's. IEEE Trans. Neural Networks Learn. Syst. Danilo P. Mandic, Jonathon A. Chambers
2000	J	`jnl`	Relationships Between the A Priori and A Posteriori Errors in Nonlinear Adaptive Neural Filters. Neural Comput. Danilo P. Mandic, Jonathon A. Chambers
2000	Misc	`conf`	Some potential pitfalls with s to z-plane mappings. ICASSP Richard W. Harvey, Danilo P. Mandic, Djemal H. Kolonic
2000	J	`jnl`	Towards the Optimal Learning Rate for Backpropagation. Neural Process. Lett. Danilo P. Mandic, Jonathon A. Chambers
2000	Misc	`conf`	Visualising error surfaces for adaptive filters and other purposes. ICASSP Mark Fisher, Danilo P. Mandic, J. Andrew Bangham, Richard W. Harvey
1999	J	`jnl`	Exploiting inherent relationships in RNN architectures. Neural Networks Danilo P. Mandic, Jonathon A. Chambers
1999	Misc	`conf`	Global asymptotic convergence of nonlinear relaxation equations realised through a recurrent perceptron. ICASSP Danilo P. Mandic, Jonathon A. Chambers
1999	J	`jnl`	Relating the Slope of the Activation Function and the Learning Rate Within a Recurrent Neural Network. Neural Comput. Danilo P. Mandic, Jonathon A. Chambers
1999	J	`jnl`	Toward an optimal PRNN-based nonlinear predictor. IEEE Trans. Neural Networks Danilo P. Mandic, Jonathon A. Chambers