| 2025 | ICASSP | So Far Yet So Near: Time Series Data Augmentation with Exploring non-Semantic Boundaries based on Reinforcement Learning. | Haoran Li, Zhibo Zhang, Jiarong Kang, Xun Jiang, Xiaoli Gong, Jin Zhang, Zhe Sun, Andrzej Cichocki |
| 2025 | ICASSP | Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model. | Haoran Li, Zhibo Zhang, Yuchen Li, Xiaoli Gong, Jin Zhang, Tingjuan Lu, Jin Zhou, Zhe Sun, Andrzej Cichocki |
| 2025 | IJCNN | MPFDAN: Multi-Perspective Feature Dynamic Adaptation Network for Domain Adaptive Object Detection. | Hang Yang, Ke Liu, Wenchao Weng, Weichen Dai, Andrzej Cichocki, Wanzeng Kong |
| 2024 | CW | An EEG-based Decoding Method for Motor Imagery Intentions in Mixed-Subject Settings with Adversarial Disentanglement. | Tianyi Zhao, Li Zhu, Lei Jin, Jiazheng Zhang, Chengrui Chen, Jianhai Zhang, Andrzej Cichocki, Jianghan Yan, Wanzeng Kong |
| 2024 | ICASSP | Granger Connectivity Analysis as a Block-Term Tensor Regression for eSport Players. | Airat Kotliar-Shapirov, Sergei Gostilovich, Anastasia Sozykina, Anh Huy Phan, Andrzej Cichocki |
| 2021 | ACL | CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network. | Jiajia Tang, Kang Li, Xuanyu Jin, Andrzej Cichocki, Qibin Zhao, Wanzeng Kong |
| 2021 | ACL | Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint. | Igor Vorona, Anh-Huy Phan, Alexander Panchenko, Andrzej Cichocki |
| 2021 | ICASSP | Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices. | Anh-Huy Phan, Petr Tichavsk, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Andrzej Cichocki |
| 2020 | AAAI | Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. | Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng |
| 2020 | ECCV | Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network. | Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavsk, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki |
| 2020 | ICASSP | Joint Semi-Supervised Feature Auto-Weighting and Classification Model for EEG-Based Cross-Subject Sleep Quality Evaluation. | Yong Peng, Qingxi Li, Wanzeng Kong, Jianhai Zhang, Bao-Liang Lu, Andrzej Cichocki |
| 2020 | ICASSP | Weighted Krylov-Levenberg-Marquardt Method for Canonical Polyadic Tensor Decomposition. | Petr Tichavsk, Anh Huy Phan, Andrzej Cichocki |
| 2019 | ICASSP | Flexible Non-negative Matrix Factorization with Adaptively Learned Graph Regularization. | Yong Peng, Yanfang Long, Feiwei Qin, Wanzeng Kong, Feiping Nie, Andrzej Cichocki |
| 2019 | ICASSP | Joint Structured Graph Learning and Clustering Based on Concept Factorization. | Yong Peng, Rixin Tang, Wanzeng Kong, Jianhai Zhang, Feiping Nie, Andrzej Cichocki |
| 2019 | ICASSP | Joint Structured Graph Learning and Unsupervised Feature Selection. | Yong Peng, Leijie Zhang, Wanzeng Kong, Feiping Nie, Andrzej Cichocki |
| 2019 | ICASSP | Learning Efficient Tensor Representations with Ring-structured Networks. | Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki |
| 2018 | CHI | Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals. | Aurlien Appriou, Andrzej Cichocki, Fabien Lotte |
| 2018 | CW | Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study. | Li Zhu, Fabien Lotte, Gaochao Cui, Junhua Li, Changle Zhou, Andrzej Cichocki |
| 2018 | ICASSP | Common and Individual Feature Extraction Using Tensor Decompositions: a Remedy for the Curse of Dimensionality? | Ilia Kisil, Giuseppe Giovanni Calvi, Andrzej Cichocki, Danilo P. Mandic |
| 2018 | ICDM | Medical Image De-noising Using Deep Networks. | Maame G. Asante-Mensah, Andrzej Cichocki |
| 2018 | ICDM | Learning Connectivity Patterns via Graph Kernels for fMRI-Based Depression Diagnostics. | Maksim Sharaev, Alexey Artemov, Ekaterina Kondrateva, Sergei Ivanov, Svetlana Sushchinskaya, Alexander Bernstein, Andrzej Cichocki, Evgeny Burnaev |
| 2018 | ICLR | Learning Efficient Tensor Representations with Ring Structure Networks. | Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki |
| 2017 | ICASSP | Partitioned Hierarchical alternating least squares algorithm for CP tensor decomposition. | Anh Huy Phan, Petr Tichavsk, Andrzej Cichocki |
| 2017 | ICASSP | An augmented Lagrangian algorithm for decomposition of symmetric tensors of order-4. | Anh Huy Phan, Masao Yamagishi, Andrzej Cichocki |
| 2017 | ICONIP | A Graph Theory Analysis on Distinguishing EEG-Based Brain Death and Coma. | Gaochao Cui, Li Zhu, Qibin Zhao, Jianting Cao, Andrzej Cichocki |
| 2016 | AAAI | Common and Discriminative Subspace Kernel-Based Multiblock Tensor Partial Least Squares Regression. | Ming Hou, Qibin Zhao, Brahim Chaib-draa, Andrzej Cichocki |
| 2016 | ICASSP | Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition. | Anh Huy Phan, Petr Tichavsk, Andrzej Cichocki |
| 2016 | ICASSP | Tensor completion via functional smooth component deflation. | Tatsuya Yokota, Andrzej Cichocki |
| 2016 | ICASSP | Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion. | Yu Zhang, Qibin Zhao, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki |
| 2016 | ICMV | Video denoising using low rank tensor decomposition. | Lihua Gui, Gaochao Cui, Qibin Zhao, Dongsheng Wang, Andrzej Cichocki, Jianting Cao |
| 2016 | ICONIP | Dynamic MEMD Associated with Approximate Entropy in Patients' Consciousness Evaluation. | Gaochao Cui, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Andrzej Cichocki |
| 2016 | ICONIP | Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering. | Namgil Lee, Anh Huy Phan, Fengyu Cong, Andrzej Cichocki |
| 2016 | ICONIP | Motor Priming as a Brain-Computer Interface. | Tom Stewart, Kiyoshi Hoshino, Andrzej Cichocki, Tomasz M. Rutkowski |
| 2015 | AAAI | Multi-tensor Completion with Common Structures. | Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo |
| 2015 | ICASSP | Low rank tensor deconvolution. | Anh Huy Phan, Petr Tichavsk, Andrzej Cichocki |
| 2015 | ICASSP | Common components analysis via linked blind source separation. | Guoxu Zhou, Andrzej Cichocki, Danilo P. Mandic |
| 2014 | ICAISC | B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization. | Rafal Zdunek, Andrzej Cichocki, Tatsuya Yokota |
| 2014 | ICARCV | Predicting traffic speed in urban transportation subnetworks for multiple horizons. | Justin Dauwels, Aamer Aslam, Muhammad Tayyab Asif, Xinyue Zhao, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet |
| 2014 | ICARCV | Extracting commuting patterns in railway networks through matrix decompositions. | Shashank Jere, Justin Dauwels, Muhammad Tayyab Asif, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet |
| 2014 | ICASSP | Fast and stable recovery of Approximately low multilinear rank tensors from multi-way compressive measurements. | Cesar Federico Caiafa, Andrzej Cichocki |
| 2014 | ICASSP | Synchrony analysis of paroxysmal gamma waves in meditation EEG. | Jing Jin, Justin Dauwels, Franois B. Vialatte, Andrzej Cichocki |
| 2014 | ICASSP | On Fast algorithms for orthogonal Tucker decomposition. | Anh Huy Phan, Andrzej Cichocki, Petr Tichavsk |
| 2014 | ICASSP | Deflation method for CANDECOMP/PARAFAC tensor decomposition. | Anh Huy Phan, Petr Tichavsk, Andrzej Cichocki |
| 2014 | ICASSP | Tensor-variate Gaussian processes regression and its application to video surveillance. | Qibin Zhao, Guoxu Zhou, Liqing Zhang, Andrzej Cichocki |
| 2014 | ICONIP | Deep Learning of Multifractal Attributes from Motor Imagery Induced EEG. | Junhua Li, Andrzej Cichocki |
| 2014 | ICONIP | Linked Tucker2 Decomposition for Flexible Multi-block Data Analysis. | Tatsuya Yokota, Andrzej Cichocki |
| 2014 | IJCNN | Nonnegative Shifted Tensor Factorization in time frequency domain. | Qiang Wu, Ju Liu, Feng-rong Sun, Jie Li, Andrzej Cichocki |
| 2014 | ISNN | Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition. | Namgil Lee, Andrzej Cichocki |
| 2014 | ISNN | Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient. | Guoxu Zhou, Qibin Zhao, Yu Zhang, Andrzej Cichocki |
| 2013 | AAAI | A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data. | Qibin Zhao, Liqing Zhang, Andrzej Cichocki |
| 2013 | ICANN | GNMF with Newton-Based Methods. | Rafal Zdunek, Anh Huy Phan, Andrzej Cichocki |
| 2013 | ICASSP | A greedy algorithm for model selection of tensor decompositions. | Austin J. Brockmeier, Jos C. Prncipe, Anh Huy Phan, Andrzej Cichocki |
| 2013 | ICASSP | Tensor completion throughmultiple Kronecker product decomposition. | Anh Huy Phan, Andrzej Cichocki, Petr Tichavsk, Gheorghe Luta, Austin J. Brockmeier |
| 2013 | ICASSP | From basis components to complex structural patterns. | Anh Huy Phan, Andrzej Cichocki, Petr Tichavsk, Rafal Zdunek, Sidney R. Lehky |
| 2013 | ICASSP | A further improvement of a fast damped Gauss-Newton algorithm for candecomp-parafac tensor decomposition. | Petr Tichavsk, Anh Huy Phan, Andrzej Cichocki |
| 2013 | ICASSP | Kernel-based tensor partial least squares for reconstruction of limb movements. | Qibin Zhao, Guoxu Zhou, Tlay Adali, Liqing Zhang, Andrzej Cichocki |
| 2013 | ICDE | Privacy-protecting index for outsourced databases. | Chung-Min Chen, Andrzej Cichocki, Allen McIntosh, Euthimios Panagos |
| 2013 | ICONIP | Spectral Power Estimation for Unevenly Spaced Motor Imagery Data. | Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki |
| 2013 | IROS | EOG/ERP hybrid human-machine interface for robot control. | Jiaxin Ma, Yu Zhang, Yunjun Nam, Andrzej Cichocki, Fumitoshi Matsuno |
| 2012 | CIS | Canonical Polyadic Decomposition: From 3-way to N-Way. | Guoxu Zhou, Zhaoshui He, Yu Zhang, Qibin Zhao, Andrzej Cichocki |
| 2012 | ICASSP | Block sparse representations of tensors using Kronecker bases. | Cesar F. Caiafa, Andrzej Cichocki |
| 2012 | ICASSP | Multi-channel EEG compression based on 3D decompositions. | Justin Dauwels, K. Srinivasan, M. Ramasubba Reddy, Andrzej Cichocki |
| 2012 | ICASSP | Regularization using geometric information between sensors capturing features from brain signals. | Hiroshi Higashi, Andrzej Cichocki, Toshihisa Tanaka |
| 2012 | ICASSP | Tensor classification for P300-based brain computer interface. | Akinari Onishi, Anh Huy Phan, Kiyotoshi Matsuoka, Andrzej Cichocki |
| 2012 | ICASSP | Low-rank blind nonnegative matrix deconvolution. | Anh Huy Phan, Petr Tichavsk, Andrzej Cichocki, Zbynek Koldovsk |
| 2012 | ICONIP | Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations. | Fengyu Cong, Anh Huy Phan, Qibin Zhao, Qiang Wu, Tapani Ristaniemi, Andrzej Cichocki |
| 2012 | ICONIP | Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis. | Tatsuya Yokota, Andrzej Cichocki, Yukihiko Yamashita |
| 2012 | IJCCI | EEG Signal Analysis via a Cleaning Procedure based on Multivariate Empirical Mode Decomposition. | Esteve Gallego-Jutgl, Tomasz M. Rutkowski, Andrzej Cichocki, Jordi Sol-Casals |
| 2012 | IJCCI | EEG Beta Range Dynamics and Emotional Judgments of Face and Voices. | Kazuko Hiyoshi-Taniguchi, M. Kawasaki, Tatsuya Yokota, Hovagim Bakardjian, Hironori Fukuyama, Franois B. Vialatte, Andrzej Cichocki |
| 2012 | IJCCI | Early Alzheimer's Disease Progression Detection using Multi-subnetworks of the Brain. | Jaroslav Rokicki, Kazuko Hiyoshi, Franois-Benot Vialatte, Andrius Usinskas, Andrzej Cichocki |
| 2012 | ISCAS | Non-linear filter based outer product expansion with reference signal for EEG analysis. | Akitoshi Itai, Arao Funase, Andrzej Cichocki, Hiroshi Yasukawa |
| 2011 | ESANN | Information theory related learning. | Thomas Villmann, Jos C. Prncipe, Andrzej Cichocki |
| 2011 | ICASSP | Multi-channel EEG compression based on matrix and tensor decompositions. | Justin Dauwels, K. Srinivasan, M. Ramasubba Reddy, Andrzej Cichocki |
| 2011 | ICASSP | Novel hierarchical ALS algorithm for nonnegative tensor factorization. | Anh Huy Phan, Andrzej Cichocki, Kiyotoshi Matsuoka, Jianting Cao |
| 2011 | ICASSP | Fast damped gauss-newton algorithm for sparse and nonnegative tensor factorization. | Anh Huy Phan, Petr Tichavsk, Andrzej Cichocki |
| 2011 | ICONIP | Research on Relationship between Saccadic Eye Movements and EEG Signals in the Case of Free Movements and Cued Movements. | Arao Funase, Andrzej Cichocki, Ichi Takumi |
| 2011 | ICONIP | A Two Stage Algorithm for K-Mode Convolutive Nonnegative Tucker Decomposition. | Qiang Wu, Liqing Zhang, Andrzej Cichocki |
| 2011 | ICONIP | Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs. | Yu Zhang, Guoxu Zhou, Qibin Zhao, Akinari Onishi, Jing Jin, Xingyu Wang, Andrzej Cichocki |
| 2011 | ICONIP | A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli. | Qibin Zhao, Akinari Onishi, Yu Zhang, Jianting Cao, Liqing Zhang, Andrzej Cichocki |
| 2011 | IGARSS | Analysis of environmental electromagnetic signal using nonnegative Matrix Factorization minimizing quasi-L1 norm. | Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa |
| 2011 | IJCCI | Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG Signals. | Esteve Gallego-Jutgl, Jordi Sol-Casals, Tomasz M. Rutkowski, Andrzej Cichocki |
| 2011 | IJCCI | Neurodynamics of Emotional Judgments in the Human Brain. | Kazuko Hiyoshi-Taniguchi, Franois-Benot Vialatte, M. Kawasaki, Hironori Fukuyama, Andrzej Cichocki |
| 2011 | IJCCI | Concatenation Method for High-temporal Resolution SSVEP-BCI. | Yohei Tomita, Antoine Gaume, Hovagim Bakardjian, Monique Maurice, Andrzej Cichocki, Yoko Yamaguchi, Grard Dreyfus, Franois-Benot Maurice |
| 2010 | ICAISC | Sequential Coordinate-Wise DNMF for Face Recognition. | Rafal Zdunek, Andrzej Cichocki |
| 2010 | ICASSP | Quantifying EEG synchrony using copulas. | Satish G. Iyengar, Justin Dauwels, Pramod K. Varshney, Andrzej Cichocki |
| 2010 | ICASSP | Separation of EOG artifacts from EEG signals using bivariate EMD. | Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Andrzej Cichocki |
| 2010 | ICONIP | Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis. | Arao Funase, Motoaki Mouri, Andrzej Cichocki, Ichi Takumi |
| 2010 | ICONIP | A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials. | Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi |
| 2010 | ICONIP | Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations. | Anh Huy Phan, Andrzej Cichocki, Rafal Zdunek, Thanh Vu Dinh |
| 2010 | ICONIP | Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification. | Yoshikazu Washizawa, Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki |
| 2010 | IJCNN | Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials. | Fengyu Cong, Anh Huy Phan, Andrzej Cichocki, Heikki Lyytinen, Tapani Ristaniemi |
| 2010 | Interspeech | Reduction of broadband noise in speech signals by multilinear subspace analysis. | Yusuke Sato, Tetsuya Hoya, Hovagim Bakardjian, Andrzej Cichocki |
| 2010 | ISNN | Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials. | Fengyu Cong, Igor Kalyakin, Anh Huy Phan, Andrzej Cichocki, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi |
| 2009 | ICASSP | Multichannel spectral pattern separation - An EEG processing application -. | Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Danilo P. Mandic, Jianting Cao, Anca L. Ralescu |
| 2009 | ICASSP | Multilinear generalization of Common Spatial Pattern. | Qibin Zhao, Liqing Zhang, Andrzej Cichocki |
| 2009 | ICONIP | Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals. | Arao Funase, Motoaki Mouri, Andrzej Cichocki, Ichi Takumi |
| 2009 | ICONIP | Advances in PARAFAC Using Parallel Block Decomposition. | Anh Huy Phan, Andrzej Cichocki |
| 2009 | ICONIP | Local Learning Rules for Nonnegative Tucker Decomposition. | Anh Huy Phan, Andrzej Cichocki |
| 2009 | ICONIP | Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains. | Qibin Zhao, Cesar F. Caiafa, Andrzej Cichocki, Liqing Zhang, Anh Huy Phan |
| 2009 | ISCAS | Blind Source Extraction using Spatio-temporal Inverse Filter. | Yoshikazu Washizawa, Yukihiko Yamashita, Andrzej Cichocki |
| 2008 | CISS | When is non-negative matrix decomposition unique? | Scott Rickard, Andrzej Cichocki |
| 2008 | ICANN | Fast Multi-command SSVEP Brain Machine Interface without Training. | Pablo Martinez Vasquez, Hovagim Bakardjian, Montserrat Vallverd, Andrzej Cichocki |
| 2008 | ICASSP | On the synchrony of empirical mode decompositions with application to electroencephalography. | Justin Dauwels, Tomasz M. Rutkowski, Franois B. Vialatte, Andrzej Cichocki |
| 2008 | ICASSP | Nonnegative Tucker decomposition with alpha-divergence. | Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi |
| 2008 | ICONIP | On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration. | Justin Dauwels, Yuki Tsukada, Yuichi Sakumura, Shin Ishii, Kazuhiro Aoki, Takeshi Nakamura, Michiyuki Matsuda, Franois B. Vialatte, Andrzej Cichocki |
| 2008 | ICONIP | On Similarity Measures for Spike Trains. | Justin Dauwels, Franois B. Vialatte, Theophane Weber, Andrzej Cichocki |
| 2008 | ICONIP | An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony. | Justin Dauwels, Franois B. Vialatte, Theophane Weber, Andrzej Cichocki |
| 2008 | ICONIP | Analysis on Saccade-Related Independent Components by Various ICA Algorithms for Developing BCI. | Arao Funase, Motoaki Mouri, Tohru Yagi, Andrzej Cichocki, Ichi Takumi |
| 2008 | ICONIP | Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation. | Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Anca L. Ralescu, Danilo P. Mandic |
| 2008 | ICONIP | Improving the Quality of EEG Data in Patients with Alzheimer's Disease Using ICA. | Franois B. Vialatte, Jordi Sol i Casals, Monique Maurice, Charles-Franois Vincent Latchoumane, Nigel R. Hudson, Sunil Wimalaratna, Jaeseung Jeong, Andrzej Cichocki |
| 2008 | ICONIP | Improved Sparse Bump Modeling for Electrophysiological Data. | Franois B. Vialatte, Justin Dauwels, Jordi Sol i Casals, Monique Maurice, Andrzej Cichocki |
| 2008 | ICONIP | Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz). | Franois B. Vialatte, Monique Maurice, Justin Dauwels, Andrzej Cichocki |
| 2008 | IGARSS | Improvement of Earthquake Prediction by using Global Signal Elimination from Environmental Electromagnetic Signals. | Motoaki Mouri, Arao Funase, Ichi Takumi, Andrzej Cichocki, Hiroshi Yasukawa, Masayasu Hata |
| 2008 | IJCNN | Single-class SVM classifier for localization of epileptic focus on the basis of EEG. | Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz |
| 2008 | IJCNN | Incremental Common Spatial Pattern algorithm for BCI. | Qibin Zhao, Liqing Zhang, Andrzej Cichocki, Jie Li |
| 2008 | IDEAL | Control of a Wheelchair by Motor Imagery in Real Time. | Kyuwan Choi, Andrzej Cichocki |
| 2008 | ISNN | CG-M-FOCUSS and Its Application to Distributed Compressed Sensing. | Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, Jianting Cao |
| 2008 | ISNN | Fast and Efficient Algorithms for Nonnegative Tucker Decomposition. | Anh Huy Phan, Andrzej Cichocki |
| 2007 | ICASSP | Non-Negative Tensor Factorization using Alpha and Beta Divergences. | Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari |
| 2007 | ICASSP | A Novel Measure for Synchrony and its Application to Neural Signals. | Justin Dauwels, Franois B. Vialatte, Andrzej Cichocki |
| 2007 | ICASSP | EEG Windowed Statisticalwavelet Deviation for Estimation of Muscular Artifacts. | Franois B. Vialatte, Jordi Sol-Casals, Andrzej Cichocki |
| 2007 | ICONIP | Sparse Super Symmetric Tensor Factorization. | Andrzej Cichocki, Marko Jankovic, Rafal Zdunek, Shun-ichi Amari |
| 2007 | ICONIP | Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation. | Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, Liqing Zhang |
| 2007 | ICONIP | A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer's Disease Based on EEG. | Justin Dauwels, Franois B. Vialatte, Andrzej Cichocki |
| 2007 | ICONIP | Modified Modulated Hebb-Oja Learning Rule: A Method for Biologically Plausible Principal Component Analysis. | Marko Jankovic, Pablo Martinez, Zhe (Sage) Chen, Andrzej Cichocki |
| 2007 | ICONIP | Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing. | Rafal Zdunek, Andrzej Cichocki |
| 2007 | IJCNN | A New Nonlinear Similarity Measure for Multichannel Biological Signals. | Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, Jos C. Prncipe |
| 2007 | ISNN | Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization. | Andrzej Cichocki, Rafal Zdunek |
| 2007 | ISNN | An Efficient | Zhaoshui He, Andrzej Cichocki |
| 2006 | ICAISC | Extended SMART Algorithms for Non-negative Matrix Factorization . | Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, Raul Kompass, Gen Hori, Zhaoshui He |
| 2006 | ICAISC | Non-negative Matrix Factorization with Quasi-Newton Optimization. | Rafal Zdunek, Andrzej Cichocki |
| 2006 | ICANN | Nonnegative Matrix Factorization for Motor Imagery EEG Classification. | Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi |
| 2006 | ICASSP | Constrained non-Negative Matrix Factorization Method for EEG Analysis in Early Detection of Alzheimer Disease. | Zhe (Sage) Chen, Andrzej Cichocki, Tomasz M. Rutkowski |
| 2006 | ICASSP | Iterative Projection Approximation Algorithms for PCA. | Seungjin Choi, Jong-Hoon Ahn, Andrzej Cichocki |
| 2006 | ICASSP | New Algorithms for Non-Negative Matrix Factorization in Applications to Blind Source Separation. | Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari |
| 2006 | ICASSP | On-Line K-PLANE Clustering Learning Algorithm for Sparse Comopnent Analysis. | Yoshikazu Washizawa, Andrzej Cichocki |
| 2006 | ICONIP | K-Hyperplanes Clustering and Its Application to Sparse Component Analysis. | Zhaoshui He, Andrzej Cichocki, Shengli Xie |
| 2006 | ICONIP | Sparse Bump Sonification: A New Tool for Multichannel EEG Diagnosis of Mental Disorders; Application to the Detection of the Early Stage of Alzheimer's Disease. | Franois B. Vialatte, Andrzej Cichocki |
| 2006 | ISCAS | An analysis of the CCA approach for blind source separation and its adaptive realization. | Wei Liu, Danilo P. Mandic, Andrzej Cichocki |
| 2006 | ISCAS | Blind source extraction of instantaneous noisy mixtures using a linear predictor. | Wei Liu, Danilo P. Mandic, Andrzej Cichocki |
| 2006 | ISNN | Visualization of Dynamic Brain Activities Based on the Single-Trial MEG and EEG Data Analysis. | Jianting Cao, Liangyu Zhao, Andrzej Cichocki |
| 2006 | KES | Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach. | Tomasz M. Rutkowski, Franois B. Vialatte, Andrzej Cichocki, Danilo P. Mandic, Allan Kardec Barros |
| 2006 | KES | A Flexible Method for Envelope Estimation in Empirical Mode Decomposition. | Yoshikazu Washizawa, Toshihisa Tanaka, Danilo P. Mandic, Andrzej Cichocki |
| 2005 | ICANN | Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals. | Franois B. Vialatte, Andrzej Cichocki, Grard Dreyfus, Toshimitsu Musha, Sergei L. Shishkin, Rmi Gervais |
| 2005 | ISCAS | A class of novel blind source extraction algorithms based on a linear predictor. | Wei Liu, Danilo P. Mandic, Andrzej Cichocki |
| 2005 | ISNN | Blind Identification and Deconvolution for Noisy Two-Input Two-Output Channels. | Yuanqing Li, Andrzej Cichocki, Jianzhao Qin |
| 2005 | ISNN | ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System. | Jianzhao Qin, Yuanqing Li, Andrzej Cichocki |
| 2004 | ESANN | Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. | Fabian J. Theis, Pando G. Georgiev, Andrzej Cichocki |
| 2004 | ICAISC | Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications. | Andrzej Cichocki, Jacek M. Zurada |
| 2004 | ICASSP | Blind source separation and sparse component analysis of overcomplete mixtures. | Pando G. Georgiev, Fabian J. Theis, Andrzej Cichocki |
| 2004 | ICASSP | Subband decomposition independent component analysis and new performance criteria. | Toshihisa Tanaka, Andrzej Cichocki |
| 2004 | ICCVG | Blind Extraction of Sparse Images from under-determined Mixtures. | Wlodzimierz Kasprzak, Andrzej Cichocki, Adam F. Okazaki |
| 2004 | ISCAS | Beyond ICA: robust sparse signal representations. | Andrzej Cichocki, Yuanqing Li, Pando G. Georgiev, Shun-ichi Amari |
| 2004 | ISCAS | Sparse component analysis of overcomplete mixtures by improved basis pursuit method. | Pando G. Georgiev, Andrzej Cichocki |
| 2003 | ICASSP | Blind deconvolution of FIR channels with binary sources: a grouping decision approach. | Yuanqing Li, Andrzej Cichocki, Liqing Zhang |
| 2003 | IWANN | Independent Residual Analysis for Temporally Correlated Signals. | Liqing Zhang, Andrzej Cichocki |
| 2002 | ICANN | Robust Blind Source Separation Utilizing Second and Fourth Order Statistics. | Pando G. Georgiev, Andrzej Cichocki |
| 2002 | ICASSP | Robust blind source separation and dispersing algorithms. | Pando G. Georgiev, Andrzej Cichocki |
| 2002 | ICDE | Advanced Process-Based Component Integration in Telcordia's Cable OSS. | Anne H. H. Ngu, Dimitrios Georgakopoulos, Donald Baker, Andrzej Cichocki, Joseph Desmarais, Peter Bates |
| 2001 | ICASSP | Efficient extraction of evoked potentials by combination of Wiener filtering and subspace methods. | Andrzej Cichocki, Reda R. Gharieb, Tetsuya Hoya |
| 2001 | ICASSP | On-line EEG classification and sleep spindles detection using an adaptive recursive bandpass filter. | Reda R. Gharieb, Andrzej Cichocki |
| 2001 | IWANN | The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. | Sergio Cruces, Andrzej Cichocki, Shun-ichi Amari |
| 2001 | IWANN | Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. | Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki |
| 2000 | CaiSE | Modeling and Composing Service-Based nd Reference Process-Based Multi-enterprise Processes. | Hans Schuster, Dimitrios Georgakopoulos, Andrzej Cichocki, Donald Baker |
| 2000 | ICASSP | Local stability analysis of flexible independent component analysis algorithm. | Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari |
| 2000 | ICASSP | Novel blind source separation algorithms using cumulants. | Sergio Cruces, Luis Castedo, Andrzej Cichocki |
| 2000 | ICDE | Managing Escalation of Collaboration Processes in Crisis Mitigation Situations. | Dimitrios Georgakopoulos, Hans Schuster, Donald Baker, Andrzej Cichocki |
| 2000 | ICDE | The Collaboration Management Infrastructure. | Hans Schuster, Donald Baker, Andrzej Cichocki, Dimitrios Georgakopoulos, Marek Rusinkiewicz |
| 1999 | CoopIS | Providing Customized Process and Situation Awareness in the Collaboration Management Infrastructure. | Donald Baker, Dimitrios Georgakopoulos, Hans Schuster, Anthony R. Cassandra, Andrzej Cichocki |
| 1999 | ICASSP | Two spatio-temporal decorrelation learning algorithms and their application to multichannel blind deconvolution. | Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari |
| 1999 | ISCAS | Blind separation and filtering using state space models. | Andrzej Cichocki, Liqing Zhang, Tomasz M. Rutkowski |
| 1998 | ICONIP | Two-stage Blind Deconvolution Using State-space Models. | Andrzej Cichocki, Liqing Zhang |
| 1997 | ICANN | Adaptive On-line Learing Algorithm for Robust Estimation of Parameters of Noisy Sinusoidal Signals. | Tadeusz Lobos, Andrzej Cichocki, Pawel Kostyla, Zbigniew Waclawek |
| 1997 | ICASSP | Rates of convergence of the recursive radial basis function networks. | Janusz Mazurek, Adam Krzyzak, Andrzej Cichocki |
| 1997 | ICASSP | Robust PCA neural networks for random noise reduction of the data. | Stanislaw Osowski, Andrzej Majkowski, Andrzej Cichocki |
| 1997 | ICASSP | Blind extraction of source signals with specified stochastic features. | Ruck Thawonmas, Andrzej Cichocki |
| 1997 | ICONIP | Non-Holonomic Constraints in Learning Blind Source Separation. | Shun-ichi Amari, Ta Chen, Andrzej Cichocki |
| 1997 | ICONIP | Blind Source Separation and Deconvolution of Fast Sampled Signals. | Andrew D. Back, Andrzej Cichocki |
| 1997 | ICONIP | Natural Gradient Learning Algorithms for Decorrelation. | Seungjin Choi, Shun-ichi Amari, Andrzej Cichocki |
| 1997 | ICONIP | Adaptive Blind Deconvolution and Equalization with Self-Adaptive Nonlinearities: An Information-theoretic Approach. | Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari |
| 1997 | ICONIP | On-line Adaptive Algorithms for Blind Equalization of Multi-Channel Systems. | Andrzej Cichocki, Jianting Cao, L. Sabala |
| 1997 | SIGMOD | InfoSleuth: Semantic Integration of Information in Open and Dynamic Environments (Experience Paper). | Roberto J. Bayardo Jr., William Bohrer, Richard S. Brice, Andrzej Cichocki, Jerry Fowler, Abdelsalam Helal, Vipul Kashyap, Tomasz Ksiezyk, Gale Martin, Marian H. Nodine, Mosfeq Rashid, Marek Rusinkiewicz, Ray Shea, C. Unnikrishnan, Amy Unruh, Darrell Woelk |
| 1997 | SIGMOD | The InfoSleuth Project. | Roberto J. Bayardo Jr., William Bohrer, Richard S. Brice, Andrzej Cichocki, Jerry Fowler, Abdelsalam Helal, Vipul Kashyap, Tomasz Ksiezyk, Gale Martin, Marian H. Nodine, Mosfeq Rashid, Marek Rusinkiewicz, Ray Shea, C. Unnikrishnan, Amy Unruh, Darrell Woelk |
| 1996 | ESANN | Recurrent least square learning for quasi-parallel principal component analysis. | Wlodzimierz Kasprzak, Andrzej Cichocki |
| 1996 | ICPR | Hidden image separation from incomplete image mixtures by independent component analysis. | Wlodzimierz Kasprzak, Andrzej Cichocki |