Cesar F. Caiafa

65 papers A* 3Misc 2Journal 49Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
A Cross-Modality Comparison between Structural and Functional Brain Connectivity and Individual Differences in Intelligence.
BIOSTEC (1)
Sue Si-Qi Gao, Tong Liang, Zhe Sun, Cesar F. Caiafa, Jordi Solé-Casals
2026 J jnl
A robust denoising diffusion framework for completing missing regions of multiple biomedical signals.
Biomed. Signal Process. Control.
Shurun Wang, Hao Tang, Ryutaro Himeno, Jordi Solé-Casals, Cesar F. Caiafa, Shigeki Aoki, Zhe Sun
2026 J jnl
Density-Based Adaptive Mode Decomposition.
IEEE Trans. Signal Process.
Hao Jia, Chunyu Yang, Cesar F. Caiafa, Zhe Sun, Feng Duan, Jordi Solé-Casals
2026 J jnl
On the robustness of EMG tensor completion under various missing patterns.
Biomed. Signal Process. Control.
Tong Liang, Hao Jia, Chao Li, Cesar F. Caiafa, Ryutaro Himeno, Yasuhiro Kushihashi, Jordi Solé-Casals, Zhe Sun
2026 J jnl
Revealing Structural Brain-Cognition Relationships in Children: A Comparison of Morphometric Similarity and INverse Divergence Networks.
Neuroinformatics
Shuning Han, Hao Jia, Gemma Vilaseca, Núria Vilaró, Feng Duan, Zhe Sun, Cesar F. Caiafa, Jordi Solé-Casals
2026 J jnl
Short-time variational mode decomposition.
Signal Process.
Hao Jia, Pengfei Cao, Tong Liang, Cesar F. Caiafa, Zhe Sun, Yasuhiro Kushihashi, Antoni Grau, Yolanda Bolea, Feng Duan, Jordi Solé-Casals
2025 — conf
Analyzing Cognitive Patterns in Gifted Children Using MRI and Morphometric Similarity Networks.
BIOSTEC (1)
Shuning Han, Feng Duan, Gemma Vilaseca, Núria Vilaró, Cesar F. Caiafa, Zhe Sun, Jordi Solé-Casals
2025 J jnl
ECGDenoiser: A Magnitude-Aware Deep Learning Framework with Phase Retrieval for Electrocardiogram Signal Enhancement.
Circuits Syst. Signal Process.
Shurun Wang, Hao Tang, Ryutaro Himeno, Jordi Solé-Casals, Cesar F. Caiafa, Shigeki Aoki, Zhe Sun
2025 J jnl
Enhanced Scene-Specific Saliency Prediction Incorporating Scene Information.
Cogn. Comput.
Shuning Han, Zhe Sun, Takashi Michikawa, Cesar F. Caiafa, Jordi Solé-Casals, Hideo Yokota
2025 J jnl
HSBNN: A High-Scalable Bayesian Neural Networks Accelerator Based on Field Programmable Gate Arrays (FPGA).
Cogn. Comput.
Yinghao Liu, Hao Zhang, Zhe Sun, Feng Duan, Yuan Ma, Wenyi Lu, Cesar F. Caiafa, Jordi Solé-Casals
2025 J jnl
Information Theory Quantifiers in Cryptocurrency Time Series Analysis.
Entropy
Micaela Suriano, Leonidas Facundo Caram, Cesar F. Caiafa, Hernán D. Merlino, Osvaldo Anibal Rosso
2025 J jnl
Short-time Variational Mode Decomposition.
CoRR
Hao Jia, Pengfei Cao, Tong Liang, Cesar F. Caiafa, Zhe Sun, Yasuhiro Kushihashi, Antoni Grau, Yolanda Bolea, Feng Duan, Jordi Solé i Casals
2024 — conf
An Insight Into Neurodegeneration: Harnessing Functional MRI Connectivity in the Diagnosis of Mild Cognitive Impairment.
BIOSTEC (1)
Shuning Han, Zhe Sun, Kanhao Zhao, Feng Duan, Cesar F. Caiafa, Yu Zhang, Jordi Solé-Casals
2024 J jnl
Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer's Disease.
Cogn. Comput.
Hao Jia, Zihao Huang, Cesar F. Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals
2024 A* conf
Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance.
ICML
Mingyuan Bai, Wei Huang, Tenghui Li, Andong Wang, Junbin Gao, Cesar F. Caiafa, Qibin Zhao
2024 J jnl
Efficient Algorithms for Low Tubal Rank Tensor Approximation with Applications to Image Compression, Super-Resolution and Deep Learning.
CoRR
Salman Ahmadi-Asl, Naeim Rezaeian, Cesar F. Caiafa, Andre L. F. de Almeida
2024 J jnl
Enabling temporal-spectral decoding in multi-class single-side upper limb classification.
Eng. Appl. Artif. Intell.
Hao Jia, Shuning Han, Cesar F. Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals
2024 J jnl
Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms.
Comput. Methods Programs Biomed.
Shurun Wang, Hao Tang, Ryutaro Himeno, Jordi Solé-Casals, Cesar F. Caiafa, Shuning Han, Shigeki Aoki, Zhe Sun
2024 J jnl
Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection.
Adv. Comput. Math.
Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
2023 J jnl
A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials.
Cogn. Comput.
Zhao Zhang, Shuning Han, Huaihai Yi, Feng Duan, Fei Kang, Zhe Sun, Jordi Solé-Casals, Cesar F. Caiafa
2023 J jnl
A sparse coding approach to inverse problems with application to microwave tomography imaging.
CoRR
Cesar F. Caiafa, Ramiro M. Irastorza
2023 A* conf
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations.
ICML
Chao Li, Junhua Zeng, Chunmei Li, Cesar F. Caiafa, Qibin Zhao
2023 J jnl
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations.
CoRR
Chao Li, Junhua Zeng, Chunmei Li, Cesar F. Caiafa, Qibin Zhao
2023 J jnl
Brain Simulation and Spiking Neural Networks.
Cogn. Comput.
Zhe Sun, Vassilis Cutsuridis, Cesar F. Caiafa, Jordi Solé-Casals
2023 J jnl
Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis.
IEEE J. Biomed. Health Informatics
Hao Jia, Fan Feng, Cesar F. Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals
2023 J jnl
Robust Low-Tubal-rank tensor recovery Using Discrete Empirical Interpolation Method with Optimized Slice/Feature Selection.
CoRR
Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
2023 J jnl
Special Issue "Machine Learning Methods for Biomedical Data Analysis".
Sensors
Cesar F. Caiafa, Zhe Sun, Toshihisa Tanaka, Pere Martí-Puig, Jordi Solé-Casals
2023 J jnl
Underwater sEMG-based recognition of hand gestures using tensor decomposition.
Pattern Recognit. Lett.
Jianing Xue, Zhe Sun, Feng Duan, Cesar F. Caiafa, Jordi Solé-Casals
2022 J jnl
Domain classifier-based transfer learning for visual attention prediction.
World Wide Web
Zhiwen Zhang, Feng Duan, Cesar F. Caiafa, Jordi Solé-Casals, Zhenglu Yang, Zhe Sun
2022 J jnl
Improving Pre-movement Pattern Detection with Filter Bank Selection.
CoRR
Hao Jia, Zhe Sun, Feng Duan, Yu Zhang, Cesar F. Caiafa, Jordi Solé-Casals
2022 J jnl
Tensor completion algorithms for estimating missing values in multi-channel audio signals.
Comput. Electr. Eng.
Wenjian Ding, Zhe Sun, Xingxing Wu, Zhenglu Yang, Jordi Solé-Casals, Cesar F. Caiafa
2022 J jnl
Towards Multi-class Pre-movement Classification.
CoRR
Hao Jia, Zhe Sun, Feng Duan, Yu Zhang, Cesar F. Caiafa, Jordi Solé-Casals
2021 J jnl
A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition.
Entropy
Yangyang Dai, Feng Duan, Fan Feng, Zhe Sun, Yu Zhang, Cesar F. Caiafa, Pere Martí-Puig, Jordi Solé-Casals
2021 J jnl
A multimodal emotion recognition method based on facial expressions and electroencephalography.
Biomed. Signal Process. Control.
Ying Tan, Zhe Sun, Feng Duan, Jordi Solé-Casals, Cesar F. Caiafa
2021 J jnl
Cross Tensor Approximation Methods for Compression and Dimensionality Reduction.
IEEE Access
Salman Ahmadi-Asl, Cesar F. Caiafa, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets, Jun Wang
2021 — conf
Learning From Incomplete Features by Simultaneous Training of Neural Networks and Sparse Coding.
CVPR Workshops
Cesar F. Caiafa, Ziyao Wang, Jordi Solé-Casals, Qibin Zhao
2021 J jnl
Serial-EMD: Fast Empirical Mode Decomposition Method for Multi-dimensional Signals Based on Serialization.
CoRR
Jin Zhang, Fan Feng, Pere Martí-Puig, Cesar F. Caiafa, Zhe Sun, Feng Duan, Jordi Solé-Casals
2021 J jnl
Serial-EMD: Fast empirical mode decomposition method for multi-dimensional signals based on serialization.
Inf. Sci.
Jin Zhang, Fan Feng, Pere Martí-Puig, Cesar F. Caiafa, Zhe Sun, Feng Duan, Jordi Solé-Casals
2021 J jnl
WLnet: Towards an Approach for Robust Workload Estimation Based on Shallow Neural Networks.
IEEE Access
Zhe Sun, Binghua Li, Feng Duan, Hao Jia, Shan Wang, Yu Liu, Andrzej Cichocki, Cesar F. Caiafa, Jordi Solé-Casals
2020 J jnl
Learning from Incomplete Data by Simultaneous Training of Neural Networks and Sparse Coding.
CoRR
Cesar F. Caiafa, Ziyao Wang, Jordi Solé-Casals, Qibin Zhao
2019 A* conf
Learning Macroscopic Brain Connectomes via Group-Sparse Factorization.
NeurIPS
Farzane Aminmansour, Andrew Patterson, Lei Le, Yisu Peng, Daniel Mitchell, Franco Pestilli, Cesar F. Caiafa, Russell Greiner, Martha White
2017 Misc conf
MPI-LiFE: Designing High-Performance Linear Fascicle Evaluation of Brain Connectome with MPI.
HiPC
Shashank Gugnani, Xiaoyi Lu, Franco Pestilli, Cesar F. Caiafa, Dhabaleswar K. Panda
2017 — conf
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays.
NIPS
Cesar F. Caiafa, Olaf Sporns, Andrew J. Saykin, Franco Pestilli
2016 J jnl
Ensemble Tractography.
PLoS Comput. Biol.
Hiromasa Takemura, Cesar F. Caiafa, Brian A. Wandell, Franco Pestilli
2015 J jnl
Stable, Robust, and Super Fast Reconstruction of Tensors Using Multi-Way Projections.
IEEE Trans. Signal Process.
Cesar F. Caiafa, Andrzej Cichocki
2015 J jnl
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis.
IEEE Signal Process. Mag.
Andrzej Cichocki, Danilo P. Mandic, Lieven De Lathauwer, Guoxu Zhou, Qibin Zhao, Cesar F. Caiafa, Anh Huy Phan
2014 J jnl
Stable, Robust and Super Fast Reconstruction of Tensors Using Multi-Way Projections.
CoRR
Cesar F. Caiafa, Andrzej Cichocki
2014 J jnl
Tensor Decompositions for Signal Processing Applications From Two-way to Multiway Component Analysis.
CoRR
Andrzej Cichocki, Danilo P. Mandic, Anh Huy Phan, Cesar F. Caiafa, Guoxu Zhou, Qibin Zhao, Lieven De Lathauwer
2013 J jnl
A Fast Gradient Approximation for Nonlinear Blind Signal Processing.
Cogn. Comput.
Jordi Solé-Casals, Cesar F. Caiafa
2013 J jnl
Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases.
Neural Comput.
Cesar F. Caiafa, Andrzej Cichocki
2013 J jnl
Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method.
IEEE Trans. Pattern Anal. Mach. Intell.
Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Zenas C. Chao, Yasuo Nagasaka, Naotaka Fujii, Liqing Zhang, Andrzej Cichocki
2013 J jnl
Multidimensional compressed sensing and their applications.
WIREs Data Mining Knowl. Discov.
Cesar F. Caiafa, Andrzej Cichocki
2013 — conf
Using Generic Order Moments for separation of dependent sources with linear conditional expectations.
EUSIPCO
Cesar F. Caiafa, Ercan E. Kuruoglu
2012 Misc conf
Block sparse representations of tensors using Kronecker bases.
ICASSP
Cesar F. Caiafa, Andrzej Cichocki
2012 J jnl
Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method
CoRR
Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Zenas C. Chao, Yasuo Nagasaka, Naotaka Fujii, Liqing Zhang, Andrzej Cichocki
2012 J jnl
On the conditions for valid objective functions in blind separation of independent and dependent sources.
EURASIP J. Adv. Signal Process.
Cesar F. Caiafa
2011 — conf
A Simple Approximation for Fast Nonlinear Deconvolution.
NOLISP
Jordi Solé-Casals, Cesar F. Caiafa
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
2009 J jnl
Estimation of Sparse Nonnegative Sources from Noisy Overcomplete Mixtures Using MAP.
Neural Comput.
Cesar F. Caiafa, Andrzej Cichocki
2009 — conf
Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains.
ICONIP (1)
Qibin Zhao, Cesar F. Caiafa, Andrzej Cichocki, Liqing Zhang, Anh Huy Phan
2008 J jnl
Blind spectral unmixing by local maximization of non-Gaussianity.
Signal Process.
Cesar F. Caiafa, Emanuele Salerno, Araceli N. Proto, L. Fiumi
2007 — conf
Blind Source Separation Applied to Spectral Unmixing: Comparing Different Measures of Nongaussianity.
KES (3)
Cesar F. Caiafa, Emanuele Salerno, Araceli N. Proto
2007 J jnl
Long correlation Gaussian random fields: Parameter estimation and noise reduction.
Digit. Signal Process.
Cesar F. Caiafa, Araceli N. Proto, Ercan E. Kuruoglu
2006 — conf
Dependent component analysis as a tool for blind spectral unmixing of remote sensed images.
EUSIPCO
Cesar F. Caiafa, Emanuele Salerno, Araceli N. Proto, L. Fiumi
2006 J jnl
Separation of statistically dependent sources using an L
Signal Process.
Cesar F. Caiafa, Araceli N. Proto