Andrzej Cichocki

Fengyu Cong, Anh Huy Phan, Piia Astikainen, Qibin Zhao, Qiang Wu, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki: Multi-Domain Feature Extraction for Small Event-Related potentials through Nonnegative Multi-Way Array Decomposition from Low Dense Array EEG. Int. J. Neural Syst. 23(2) (2013)

Cesar F. Caiafa, Andrzej Cichocki: Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases. Neural Computation 25(1): 186-220 (2013)

Anh Huy Phan, Petr Tichavský, Andrzej Cichocki: Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC. SIAM J. Matrix Analysis Applications 34(1): 126-147 (2013)

Saeid Sanei, Saideh Ferdowsi, Kianoush Nazarpour, Andrzej Cichocki: Advances in Electroencephalography Signal Processing [Life Sciences]. IEEE Signal Process. Mag. 30(1): 170-176 (2013)

Fengyu Cong, Anh Huy Phan, Qibin Zhao, Tiina Huttunen-Scott, Jukka Kaartinen, Tapani Ristaniemi, Heikki Lyytinen, Andrzej Cichocki: Benefits of Multi-Domain Feature of mismatch Negativity Extracted by Non-Negative Tensor Factorization from EEG Collected by Low-Density Array. Int. J. Neural Syst. 22(6) (2012)

Anh Huy Phan, Andrzej Cichocki: Seeking an appropriate alternative least squares algorithm for nonnegative tensor factorizations - A novel recursive solution for nonnegative quadratic programming and NTF. Neural Computing and Applications 21(4): 623-637 (2012)

Justin Dauwels, Theophane Weber, François B. Vialatte, Toshimitsu Musha, Andrzej Cichocki: Quantifying Statistical Interdependence, Part III: N > 2 Point Processes. Neural Computation 24(2): 408-454 (2012)

Guoxu Zhou, Andrzej Cichocki: Canonical Polyadic Decomposition Based on a Single Mode Blind Source Separation. IEEE Signal Process. Lett. 19(8): 523-526 (2012)

Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi: Tongue-Rudder: A Glossokinetic-Potential-Based Tongue-Machine Interface. IEEE Trans. Biomed. Engineering 59(1): 290-299 (2012)

Guoxu Zhou, Andrzej Cichocki, Shengli Xie: Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation. IEEE Transactions on Signal Processing 60(6): 2928-2940 (2012)

Guoxu Zhou, Zhaoshui He, Yu Zhang, Qibin Zhao, Andrzej Cichocki: Canonical Polyadic Decomposition: From 3-way to N-Way. CIS 2012: 391-395

Yu Zhang, Qibin Zhao, Guoxu Zhou, Xingyu Wang, Andrzej Cichocki: Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI. FSKD 2012: 891-895

Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Zbynek Koldovský: On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations. LVA/ICA 2012: 288-296

Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Danilo P. Mandic, Kiyotoshi Matsuoka: On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach. LVA/ICA 2012: 297-305

Fengyu Cong, Anh Huy Phan, Piia Astikainen, Qibin Zhao, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki: Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs 14 Electrodes EEG Data. LVA/ICA 2012: 502-510

Akinari Onishi, Anh Huy Phan, Kiyotoshi Matsuoka, Andrzej Cichocki: Tensor classification for P300-based brain computer interface. ICASSP 2012: 581-584

Justin Dauwels, K. Srinivasan, M. Ramasubba Reddy, Andrzej Cichocki: Multi-channel EEG compression based on 3D decompositions. ICASSP 2012: 637-640

Hiroshi Higashi, Andrzej Cichocki, Toshihisa Tanaka: Regularization using geometric information between sensors capturing features from brain signals. ICASSP 2012: 721-724

Anh Huy Phan, Petr Tichavský, Andrzej Cichocki, Zbynek Koldovský: Low-rank blind nonnegative matrix deconvolution. ICASSP 2012: 1893-1896

Cesar F. Caiafa, Andrzej Cichocki: Block sparse representations of tensors using Kronecker bases. ICASSP 2012: 2709-2712

Tatsuya Yokota, Andrzej Cichocki, Yukihiko Yamashita: Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis. ICONIP (3) 2012: 84-91

Fengyu Cong, Anh Huy Phan, Qibin Zhao, Qiang Wu, Tapani Ristaniemi, Andrzej Cichocki: Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations. ICONIP (3) 2012: 166-173

Esteve Gallego-Jutglà, Tomasz M. Rutkowski, Andrzej Cichocki, Jordi Solé-Casals: EEG Signal Analysis via a Cleaning Procedure based on Multivariate Empirical Mode Decomposition. IJCCI 2012: 670-676

Jaroslav Rokicki, Hiyoshi Kazuko, François-Benoit Vialatte, Andrius Usinskas, Andrzej Cichocki: Early Alzheimer's Disease Progression Detection using Multi-subnetworks of the Brain. IJCCI 2012: 684-691

K. Hiyoshi-Taniguchi, M. Kawasaki, Tatsuya Yokota, Hovagim Bakardjian, H. Fukuyama, François B. Vialatte, Andrzej Cichocki: EEG Beta Range Dynamics and Emotional Judgments of Face and Voices. IJCCI 2012: 738-740

Akitoshi Itai, Arao Funase, Andrzej Cichocki, Hiroshi Yasukawa: Non-linear filter based outer product expansion with reference signal for EEG analysis. ISCAS 2012: 345-348

Fabian J. Theis, Andrzej Cichocki, Arie Yeredor, Michael Zibulevsky (Eds.): Latent Variable Analysis and Signal Separation - 10th International Conference, LVA/ICA 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings. Lecture Notes in Computer Science 7191, Springer 2012, isbn 978-3-642-28550-9

Zhaoshui He, Shengli Xie, Andrzej Cichocki: On the convergence of FOCUSS algorithm for sparse representation. CoRR abs/1202.5470 (2012)

Anh Huy Phan, Petr Tichavský, Andrzej Cichocki: On Fast Computation of Gradients for CANDECOMP/PARAFAC Algorithms. CoRR abs/1204.1586 (2012)

Anh Huy Phan, Petr Tichavský, Andrzej Cichocki: Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC. CoRR abs/1205.2584 (2012)

Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Zenas C. Chao, Yasuo Nagasaka, Naotaka Fujii, Liqing Zhang, Andrzej Cichocki: Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method. CoRR abs/1207.1230 (2012)

Guoxu Zhou, Andrzej Cichocki, Shengli Xie: Accelerated Canonical Polyadic Decomposition by Using Mode Reduction. CoRR abs/1211.3500 (2012)

Anh Huy Phan, Petr Tichavský, Andrzej Cichocki: CANDECOMP/PARAFAC Decomposition of High-order Tensors Through Tensor Reshaping. CoRR abs/1211.3796 (2012)

Guoxu Zhou, Andrzej Cichocki, Shengli Xie: Common and Individual Features Analysis: Beyond Canonical Correlation Analysis. CoRR abs/1212.3913 (2012)

Tomasz M. Rutkowski, Andrzej Cichocki, Danilo P. Mandic, Toyoaki Nishida: Emotional empathy transition patterns from human brain responses in interactive communication situations - Brain-computer and machine interactive interfacing approach. AI Soc. 26(3): 301-315 (2011)

Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki, Donna Erickson, Jianting Cao, Danilo P. Mandic: Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms. Computers in Human Behavior 27(5): 1512-1518 (2011)

Fabio Babiloni, Andrzej Cichocki, Saeid Sanei, Laura Astolfi, Febo Cincotti, Sara González Andino: Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing. Comp. Int. and Neurosc. 2011 (2011)

Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari: Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization. Entropy 13(1): 134-170 (2011)

Sergio Cruces, Andrzej Cichocki: Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition". Neurocomputing 74(5): 863-865 (2011)

Anh Huy Phan, Andrzej Cichocki: Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification. Neurocomputing 74(11): 1956-1969 (2011)

Anh Huy Phan, Andrzej Cichocki: PARAFAC algorithms for large-scale problems. Neurocomputing 74(11): 1970-1984 (2011)

Zhaoshui He, Shengli Xie, Rafal Zdunek, Guoxu Zhou, Andrzej Cichocki: Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering. IEEE Transactions on Neural Networks 22(12): 2117-2131 (2011)

Thomas Villmann, José C. Príncipe, Andrzej Cichocki: Information theory related learning. ESANN 2011

Justin Dauwels, K. Srinivasan, M. Ramasubba Reddy, Andrzej Cichocki: Multi-channel EEG compression based on matrix and tensor decompositions. ICASSP 2011: 629-632

Anh Huy Phan, Andrzej Cichocki, Kiyotoshi Matsuoka, Jianting Cao: Novel hierarchical ALS algorithm for nonnegative tensor factorization. ICASSP 2011: 1984-1987

Anh Huy Phan, Petr Tichavský, Andrzej Cichocki: Fast damped gauss-newton algorithm for sparse and nonnegative tensor factorization. ICASSP 2011: 1988-1991

Qibin Zhao, Akinari Onishi, Yu Zhang, Jianting Cao, Liqing Zhang, Andrzej Cichocki: A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli. ICONIP (1) 2011: 279-286

Yu Zhang, Guoxu Zhou, Qibin Zhao, Akinari Onishi, Jing Jin, Xingyu Wang, Andrzej Cichocki: Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs. ICONIP (1) 2011: 287-295

Arao Funase, Andrzej Cichocki, Ichi Takumi: Research on Relationship between Saccadic Eye Movements and EEG Signals in the Case of Free Movements and Cued Movements. ICONIP (1) 2011: 322-328

Qiang Wu, Liqing Zhang, Andrzej Cichocki: A Two Stage Algorithm for K-Mode Convolutive Nonnegative Tucker Decomposition. ICONIP (2) 2011: 663-670

Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa: Analysis of environmental electromagnetic signal using nonnegative Matrix Factorization minimizing quasi-L1 norm. IGARSS 2011: 1846-1849

Yohei Tomita, Antoine Gaume, Hovagim Bakardjian, Monique Maurice, Andrzej Cichocki, Yoko Yamaguchi, Gérard Dreyfus, François-Benoît Maurice: Concatenation Method for High-temporal Resolution SSVEP-BCI. IJCCI (NCTA) 2011: 444-452

Esteve Gallego-Jutglà, Jordi Solé-Casals, Tomasz M. Rutkowski, Andrzej Cichocki: Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG Signals. IJCCI (NCTA) 2011: 455-460

K. Hiyoshi-Taniguchi, François-Benoit Vialatte, M. Kawasaki, H. Fukuyama, Andrzej Cichocki: Neurodynamics of Emotional Judgments in the Human Brain. IJCCI (NCTA) 2011: 461-464

Justin Dauwels, Hang Yu, Xueou Wang, François B. Vialatte, Charles-François Vincent Latchoumane, Jaeseung Jeong, Andrzej Cichocki: Inferring Brain Networks through Graphical Models with Hidden Variables. MLINI 2011: 194-201

Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Liqing Zhang, Tonio Ball, Andreas Schulze-Bonhage, Andrzej Cichocki: Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach. NIPS 2011: 1269-1277

Theodore W. Berger, Zhe (Sage) Chen, Andrzej Cichocki, Karim G. Oweiss, Rodrigo Quian Quiroga, Nitish V. Thakor: Signal Processing for Neural Spike Trains. Comp. Int. and Neurosc. 2010 (2010)

Andrzej Cichocki, Shun-ichi Amari: Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities. Entropy 12(6): 1532-1568 (2010)

Tomasz M. Rutkowski, Danilo P. Mandic, Andrzej Cichocki, Andrzej W. Przybyszewski: Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis. Journal of Circuits, Systems, and Computers 19(1): 215-229 (2010)

Justin Dauwels, François-Benoit Vialatte, Toshimitsu Musha, Andrzej Cichocki: A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG. NeuroImage 49(1): 668-693 (2010)

Zhaoshui He, Andrzej Cichocki, Shengli Xie, Kyuwan Choi: Detecting the Number of Clusters in n-Way Probabilistic Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 32(11): 2006-2021 (2010)

Shoji Makino, Andrzej Cichocki, Wei Xing Zheng, Aurelio Uncini: Guest Editorial Special Section on Blind Signal Processing and Its Applications. IEEE Trans. on Circuits and Systems 57-I(7): 1401-1403 (2010)

Soroush Javidi, Danilo P. Mandic, Andrzej Cichocki: Complex Blind Source Extraction From Noisy Mixtures Using Second-Order Statistics. IEEE Trans. on Circuits and Systems 57-I(7): 1404-1416 (2010)

Yoshikazu Washizawa, Yukihiko Yamashita, Toshihisa Tanaka, Andrzej Cichocki: Blind extraction of global signal from multi-channel noisy observations. IEEE Transactions on Neural Networks 21(9): 1472-1481 (2010)

François-Benoit Vialatte, Charles-François Vincent Latchoumane, Nigel R. Hudson, Sunil Wimalaratna, Jordi Solé-Casals, Jaeseung Jeong, Andrzej Cichocki: Sparse Bump Modeling of mildAD Patients - Modeling Transient Oscillations in the EEG of Patients with Mild Alzheimer's Disease. BIOSIGNALS 2010: 478-483

Jordi Solé-Casals, François B. Vialatte, Johannes Pantel, David Prvulovic, Corinna Haenschel, Andrzej Cichocki: ICA Cleaning Procedure for EEG Signals Analysis - Application to Alzheimer's Disease Detection. BIOSIGNALS 2010: 484-489

Ivica Kopriva, Andrzej Cichocki: Nonlinear Band Expansion and 3D Nonnegative Tensor Factorization for Blind Decomposition of Magnetic Resonance Image of the Brain. LVA/ICA 2010: 490-497

Fengyu Cong, Anh Huy Phan, Heikki Lyytinen, Tapani Ristaniemi, Andrzej Cichocki: Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential. LVA/ICA 2010: 620-628

Rafal Zdunek, Andrzej Cichocki: Sequential Coordinate-Wise DNMF for Face Recognition. ICAISC (1) 2010: 563-570

Satish G. Iyengar, Justin Dauwels, Pramod K. Varshney, Andrzej Cichocki: Quantifying EEG synchrony using copulas. ICASSP 2010: 505-508

Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Andrzej Cichocki: Separation of EOG artifacts from EEG signals using bivariate EMD. ICASSP 2010: 562-565

Yoshikazu Washizawa, Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki: Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification. ICONIP (2) 2010: 26-33

Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi: A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials. ICONIP (2) 2010: 34-41

Arao Funase, Motoaki Mouri, Andrzej Cichocki, Ichi Takumi: Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis. ICONIP (2) 2010: 74-81

Anh Huy Phan, Andrzej Cichocki, Rafal Zdunek, Thanh Vu Dinh: Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations. ICONIP (1) 2010: 262-269

Fengyu Cong, Anh Huy Phan, Andrzej Cichocki, Heikki Lyytinen, Tapani Ristaniemi: Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials. IJCNN 2010: 1-5

Yusuke Sato, Tetsuya Hoya, Hovagim Bakardjian, Andrzej Cichocki: Reduction of broadband noise in speech signals by multilinear subspace analysis. INTERSPEECH 2010: 965-968

Fengyu Cong, Igor Kalyakin, Anh Huy Phan, Andrzej Cichocki, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi: Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials. ISNN (2) 2010: 385-391

Andrzej Cichocki, Rafal Zdunek, Anh Huy Phan, Shun-ichi Amari: Nonnegative Matrix and Tensor Factorizations - Applications to Exploratory Multi-way Data Analysis and Blind Source Separation. Wiley 2009, isbn 978-0-470-74666-0

Laura Astolfi, Andrzej Cichocki, Fabio Babiloni: NeuroMath: Advanced Methods for the Estimation of Human Brain Activity and Connectivity. Comp. Int. and Neurosc. 2009 (2009)

Andrzej Cichocki, Anh Huy Phan: Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations. IEICE Transactions 92-A(3): 708-721 (2009)

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz: Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus. Neurocomputing 72(7-9): 1575-1583 (2009)

Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi: Kernel nonnegative matrix factorization for spectral EEG feature extraction. Neurocomputing 72(13-15): 3182-3190 (2009)

Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki: Quantifying Statistical Interdependence by Message Passing on Graphs - Part I: One-Dimensional Point Processes. Neural Computation 21(8): 2152-2202 (2009)

Justin Dauwels, François B. Vialatte, Theophane Weber, Toshimitsu Musha, Andrzej Cichocki: Quantifying Statistical Interdependence by Message Passing on Graphs - Part II: Multidimensional Point Processes. Neural Computation 21(8): 2203-2268 (2009)

Cesar F. Caiafa, Andrzej Cichocki: Estimation of Sparse Nonnegative Sources from Noisy Overcomplete Mixtures Using MAP. Neural Computation 21(12): 3487-3518 (2009)

Zhaoshui He, Andrzej Cichocki, Yuanqing Li, Shengli Xie, Saeid Sanei: K-hyperline clustering learning for sparse component analysis. Signal Processing 89(6): 1011-1022 (2009)

Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, Shengli Xie: Improved FOCUSS Method With Conjugate Gradient Iterations. IEEE Transactions on Signal Processing 57(1): 399-404 (2009)

Wenwu Wang, Andrzej Cichocki, Jonathon A. Chambers: A multiplicative algorithm for convolutive non-negative matrix factorization based on squared Euclidean distance. IEEE Transactions on Signal Processing 57(7): 2858-2864 (2009)

Jordi Solé i Casals, François B. Vialatte, Zhe (Sage) Chen, Andrzej Cichocki: Coherency and Sharpness Measures by using ICA Algorithms - An Investigation for Alzheimer's Disease Discrimination. BIOSIGNALS 2009: 468-475

Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Danilo P. Mandic, Jianting Cao, Anca L. Ralescu: Multichannel spectral pattern separation - An EEG processing application -. ICASSP 2009: 373-376

Qibin Zhao, Liqing Zhang, Andrzej Cichocki: Multilinear generalization of Common Spatial Pattern. ICASSP 2009: 525-528

Qibin Zhao, Cesar F. Caiafa, Andrzej Cichocki, Liqing Zhang, Anh Huy Phan: Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains. ICONIP (1) 2009: 221-228

Anh Huy Phan, Andrzej Cichocki: Advances in PARAFAC Using Parallel Block Decomposition. ICONIP (1) 2009: 323-330

Arao Funase, Motoaki Mouri, Andrzej Cichocki, Ichi Takumi: Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals. ICONIP (1) 2009: 409-416

Anh Huy Phan, Andrzej Cichocki: Local Learning Rules for Nonnegative Tucker Decomposition. ICONIP (1) 2009: 538-545

Yoshikazu Washizawa, Yukihiko Yamashita, Andrzej Cichocki: Blind Source Extraction using Spatio-temporal Inverse Filter. ISCAS 2009: 2786-2789

François B. Vialatte, Andrzej Cichocki: Split-test Bonferroni correction for QEEG statistical maps. Biological Cybernetics 98(4): 295-303 (2008)

Andrzej Cichocki, Yoshikazu Washizawa, Tomasz M. Rutkowski, Hovagim Bakardjian, Anh Huy Phan, Seungjin Choi, Hyekyoung Lee, Qibin Zhao, Liqing Zhang, Yuanqing Li: Noninvasive BCIs: Multiway Signal-Processing Array Decompositions. IEEE Computer 41(10): 34-42 (2008)

Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa, Masayasu Hata: Global Signal Elimination and Local Signals Enhancement from EM Radiation Waves Using Independent Component Analysis. IEICE Transactions 91-A(8): 1875-1882 (2008)

Rafal Zdunek, Andrzej Cichocki: Nonnegative matrix factorization with quadratic programming. Neurocomputing 71(10-12): 2309-2320 (2008)

Yoshikazu Washizawa, Andrzej Cichocki: Sparse blind identification and separation by using adaptive K-orthodrome clustering. Neurocomputing 71(10-12): 2321-2329 (2008)

Tülay Adali, Z. Jane Wang, Martin J. McKeown, Philippe Ciuciu, Lars Kai Hansen, Andrzej Cichocki, Vincent D. Calhoun: Introduction to the Issue on fMRI Analysis for Human Brain Mapping. J. Sel. Topics Signal Processing 2(6): 813-816 (2008)

Zhaoshui He, Shengli Xie, Liqing Zhang, Andrzej Cichocki: A Note on Lewicki-Sejnowski Gradient for Learning Overcomplete Representations. Neural Computation 20(3): 636-643 (2008)

Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, Jose C. Principe: A new nonlinear similarity measure for multichannel signals. Neural Networks 21(2-3): 222-231 (2008)

Andrzej Cichocki, Hyekyoung Lee, Yong-Deok Kim, Seungjin Choi: Non-negative matrix factorization with alpha-divergence. Pattern Recognition Letters 29(9): 1433-1440 (2008)

Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Shengli Xie, Cuntai Guan: Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation. IEEE Transactions on Neural Networks 19(12): 2009-2021 (2008)

Rafal Zdunek, Andrzej Cichocki: Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals. IEEE Transactions on Signal Processing 56(10-1): 4752-4761 (2008)

Jordi Solé i Casals, François B. Vialatte, Zhe (Sage) Chen, Andrzej Cichocki: Investigation of ICA Algorithms for Feature Extraction of EEG Signals in Discrimination of Alzheimer Disease. BIOSIGNALS (1) 2008: 232-235

Scott Rickard, Andrzej Cichocki: When is non-negative matrix decomposition unique? CISS 2008: 1091-1092

Pablo Martinez Vasquez, Hovagim Bakardjian, Montserrat Vallverdú, Andrzej Cichocki: Fast Multi-command SSVEP Brain Machine Interface without Training. ICANN (2) 2008: 300-307

Justin Dauwels, Tomasz M. Rutkowski, François B. Vialatte, Andrzej Cichocki: On the synchrony of empirical mode decompositions with application to electroencephalography. ICASSP 2008: 473-476

Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi: Nonnegative Tucker decomposition with alpha-divergence. ICASSP 2008: 1829-1832

Tomasz M. Rutkowski, Danilo P. Mandic, Andrzej Cichocki, Andrzej W. Przybyszewski: EMD Approach to Multichannel EEG Data - The Amplitude and Phase Synchrony Analysis Technique. ICIC (1) 2008: 122-129

Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki: On Similarity Measures for Spike Trains. ICONIP (1) 2008: 177-185

François B. Vialatte, Justin Dauwels, Jordi Solé i Casals, Monique Maurice, Andrzej Cichocki: Improved Sparse Bump Modeling for Electrophysiological Data. ICONIP (1) 2008: 224-231

Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki: An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony. ICONIP (1) 2008: 318-326

François B. Vialatte, Monique Maurice, Justin Dauwels, Andrzej Cichocki: Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz). ICONIP (1) 2008: 400-407

Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Anca L. Ralescu, Danilo P. Mandic: Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation. ICONIP (1) 2008: 453-460

Justin Dauwels, Yuki Tsukada, Yuichi Sakumura, Shin Ishii, Kazuhiro Aoki, Takeshi Nakamura, Michiyuki Matsuda, François B. Vialatte, Andrzej Cichocki: On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration. ICONIP (1) 2008: 469-477

François B. Vialatte, Jordi Solé i Casals, Monique Maurice, Charles-François Vincent Latchoumane, Nigel R. Hudson, Sunil Wimalaratna, Jaeseung Jeong, Andrzej Cichocki: Improving the Quality of EEG Data in Patients with Alzheimer's Disease Using ICA. ICONIP (2) 2008: 979-986

Arao Funase, Motoaki Mouri, Tohru Yagi, Andrzej Cichocki, Ichi Takumi: Analysis on Saccade-Related Independent Components by Various ICA Algorithms for Developing BCI. ICONIP (2) 2008: 1021-1028

Kyuwan Choi, Andrzej Cichocki: Control of a Wheelchair by Motor Imagery in Real Time. IDEAL 2008: 330-337

Motoaki Mouri, Arao Funase, Ichi Takumi, Andrzej Cichocki, Hiroshi Yasukawa, Masayasu Hata: Improvement of Earthquake Prediction by using Global Signal Elimination from Environmental Electromagnetic Signals. IGARSS (5) 2008: 566-569

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz: Single-class SVM classifier for localization of epileptic focus on the basis of EEG. IJCNN 2008: 189-194

Qibin Zhao, Liqing Zhang, Andrzej Cichocki, Jie Li: Incremental Common Spatial Pattern algorithm for BCI. IJCNN 2008: 2656-2659

Rafal Zdunek, Zhaoshui He, Andrzej Cichocki: Tomographic image reconstruction from limited-view projections with Wiener filtered focuss algorithm. ISBI 2008: 768-771

Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, Jianting Cao: CG-M-FOCUSS and Its Application to Distributed Compressed Sensing. ISNN (1) 2008: 237-245

Anh Huy Phan, Andrzej Cichocki: Fast and Efficient Algorithms for Nonnegative Tucker Decomposition. ISNN (2) 2008: 772-782

Charles-François Vincent Latchoumane, François B. Vialatte, Jaeseung Jeong, Andrzej Cichocki: EEG Classification of Mild and Severe Alzheimer's Disease Using Parallel Factor Analysis Method. World Congress on Engineering (Selected Papers) 2008: 705-715

Pando G. Georgiev, Panos M. Pardalos, Andrzej Cichocki: Algorithms with high order convergence speed for blind source extraction. Comp. Opt. and Appl. 38(1): 123-131 (2007)

Andrzej Cichocki, Frank Ehlers: Advances in Blind Source Separation. EURASIP J. Adv. Sig. Proc. 2007 (2007)

Fabian J. Theis, Pando G. Georgiev, Andrzej Cichocki: Robust Sparse Component Analysis Based on a Generalized Hough Transform. EURASIP J. Adv. Sig. Proc. 2007 (2007)

Hyekyoung Lee, Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi: Nonnegative Tensor Factorization for Continuous EEG Classification. Int. J. Neural Syst. 17(4): 305-317 (2007)

Andrzej Cichocki, Rafal Zdunek: Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches. Int. J. Neural Syst. 17(6): 431-446 (2007)

Abd-Krim Seghouane, Andrzej Cichocki: Bayesian estimation of the number of principal components. Signal Processing 87(3): 562-568 (2007)

Rafal Zdunek, Andrzej Cichocki: Nonnegative matrix factorization with constrained second-order optimization. Signal Processing 87(8): 1904-1916 (2007)

Zhaoshui He, Shengli Xie, Shuxue Ding, Andrzej Cichocki: Convolutive Blind Source Separation in the Frequency Domain Based on Sparse Representation. IEEE Transactions on Audio, Speech & Language Processing 15(5): 1551-1563 (2007)

Wei Liu, Danilo P. Mandic, Andrzej Cichocki: Analysis and Online Realization of the CCA Approach for Blind Source Separation. IEEE Transactions on Neural Networks 18(5): 1505-1510 (2007)

Da-Zheng Feng, Wei Xing Zheng, Andrzej Cichocki: Matrix-Group Algorithm via Improved Whitening Process for Extracting Statistically Independent Sources From Array Signals. IEEE Transactions on Signal Processing 55(3): 962-977 (2007)

Hualiang Li, Tülay Adali, Wei Wang, Darren Emge, Andrzej Cichocki: Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. VLSI Signal Processing 48(1-2): 83-97 (2007)

Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari: Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization. ICA 2007: 169-176

Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari: Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. ICANNGA (2) 2007: 271-280

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz: Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine. ICANNGA (2) 2007: 373-381

Justin Dauwels, François B. Vialatte, Andrzej Cichocki: A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer's Disease Based on EEG. ICONIP (1) 2007: 112-125

Rafal Zdunek, Andrzej Cichocki: Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing. ICONIP (2) 2007: 519-528

Marko Jankovic, Pablo Martinez, Zhe (Sage) Chen, Andrzej Cichocki: Modified Modulated Hebb-Oja Learning Rule: A Method for Biologically Plausible Principal Component Analysis. ICONIP (1) 2007: 527-536

Andrzej Cichocki, Marko Jankovic, Rafal Zdunek, Shun-ichi Amari: Sparse Super Symmetric Tensor Factorization. ICONIP (1) 2007: 781-790

Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, Liqing Zhang: Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation. ICONIP (1) 2007: 811-820

Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, Jose C. Principe: A New Nonlinear Similarity Measure for Multichannel Biological Signals. IJCNN 2007: 2046-2051

Andrzej Cichocki, Rafal Zdunek: Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization. ISNN (3) 2007: 793-802

Zhaoshui He, Andrzej Cichocki: An Efficient K -Hyperplane Clustering Algorithm and Its Application to Sparse Component Analysis. ISNN (2) 2007: 1032-1041

Justin Dauwels, François B. Vialatte, Tomasz M. Rutkowski, Andrzej Cichocki: Measuring Neural Synchrony by Message Passing. NIPS 2007

Dimitrios Georgakopoulos, Donald Baker, Marian H. Nodine, Andrzej Cichocki: Event-driven Video Awareness Providing Physical Security. World Wide Web 2007: 85-109

Seungjin Choi, Jong-Hoon Ahn, Andrzej Cichocki: Constrained Projection Approximation Algorithms for Principal Component Analysis. Neural Processing Letters 24(1): 53-65 (2006)

Wakako Nakamura, Kimitaka Anami, Takeyuki Mori, Osamu Saitoh, Andrzej Cichocki, Shun-ichi Amari: Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis. IEEE Trans. Biomed. Engineering 53(7): 1294-1308 (2006)

Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Cuntai Guan: Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation. IEEE Transactions on Information Theory 52(7): 3139-3152 (2006)

Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari: Blind estimation of channel parameters and source components for EEG signals: a sparse factorization approach. IEEE Transactions on Neural Networks 17(2): 419-431 (2006)

Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Daniel W. C. Ho, Shengli Xie: Underdetermined blind source separation based on sparse representation. IEEE Transactions on Signal Processing 54(2): 423-437 (2006)

Maria G. Jafari, Wenwu Wang, Jonathon A. Chambers, Tetsuya Hoya, Andrzej Cichocki: Sequential blind source separation based exclusively on second-order statistics developed for a class of periodic signals. IEEE Transactions on Signal Processing 54(3): 1028-1040 (2006)

Dimitrios Georgakopoulos, Marian H. Nodine, Donald Baker, Andrzej Cichocki: Awareness-Enabled Coordination for Large Scale Collaboration Management. CTS 2006: 132-141

Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari: Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms. ICA 2006: 32-39

Zhaoshui He, Andrzej Cichocki: K-EVD Clustering and Its Applications to Sparse Component Analysis. ICA 2006: 90-97

Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa, Masayasu Hata: Global Noise Elimination from ELF Band Electromagnetic Signals by Independent Component Analysis. ICA 2006: 384-391

Arao Funase, Tohru Yagi, Motoaki Mouri, Allan Kardec Barros, Andrzej Cichocki, Ichi Takumi: Analysis on EEG Signals in Visually and Auditorily Guided Saccade Task by FICAR. ICA 2006: 438-445

Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Cuntai Guan: Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation. ICA 2006: 831-837

Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, Raul Kompass, Gen Hori, Zhaoshui He: Extended SMART Algorithms for Non-negative Matrix Factorization . ICAISC 2006: 548-562

Rafal Zdunek, Andrzej Cichocki: Non-negative Matrix Factorization with Quasi-Newton Optimization. ICAISC 2006: 870-879

Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi: Nonnegative Matrix Factorization for Motor Imagery EEG Classification. ICANN (2) 2006: 250-259

François B. Vialatte, Andrzej Cichocki: Sparse Bump Sonification: A New Tool for Multichannel EEG Diagnosis of Mental Disorders; Application to the Detection of the Early Stage of Alzheimer's Disease. ICONIP (3) 2006: 92-101

Zhaoshui He, Andrzej Cichocki, Shengli Xie: K-Hyperplanes Clustering and Its Application to Sparse Component Analysis. ICONIP (1) 2006: 1038-1047

Wei Liu, Danilo P. Mandic, Andrzej Cichocki: An analysis of the CCA approach for blind source separation and its adaptive realization. ISCAS 2006

Wei Liu, Danilo P. Mandic, Andrzej Cichocki: Blind source extraction of instantaneous noisy mixtures using a linear predictor. ISCAS 2006

Jianting Cao, Liangyu Zhao, Andrzej Cichocki: Visualization of Dynamic Brain Activities Based on the Single-Trial MEG and EEG Data Analysis. ISNN (2) 2006: 531-540

Tomasz M. Rutkowski, François B. Vialatte, Andrzej Cichocki, Danilo P. Mandic, Allan Kardec Barros: Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach. KES (3) 2006: 1232-1239

Yoshikazu Washizawa, Toshihisa Tanaka, Danilo P. Mandic, Andrzej Cichocki: A Flexible Method for Envelope Estimation in Empirical Mode Decomposition. KES (3) 2006: 1248-1255

Donald Baker, Dimitrios Georgakopoulos, Marian H. Nodine, Andrzej Cichocki: From Events to Awareness. SCW 2006: 21-30

Shuxue Ding, Andrzej Cichocki, Jie Huang, Daming Wei: Blind source separation of acoustic signals in realistic environments based on ICA in the time-frequency domain. Int. J. Pervasive Computing and Communications 1(2): 89-100 (2005)

Tetsuya Hoya, Toshihisa Tanaka, Andrzej Cichocki, Takahiro Murakami, Gen Hori, Jonathon A. Chambers: Stereophonic noise reduction using a combined sliding subspace projection and adaptive signal enhancement. IEEE Transactions on Speech and Audio Processing 13(3): 309-320 (2005)

Pando G. Georgiev, Fabian J. Theis, Andrzej Cichocki: Sparse component analysis and blind source separation of underdetermined mixtures. IEEE Transactions on Neural Networks 16(4): 992-996 (2005)

François B. Vialatte, Andrzej Cichocki, Gérard Dreyfus, Toshimitsu Musha, Sergei L. Shishkin, Rémi Gervais: Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals. ICANN (1) 2005: 683-692

Wei Liu, Danilo P. Mandic, Andrzej Cichocki: A class of novel blind source extraction algorithms based on a linear predictor. ISCAS (4) 2005: 3599-3602

Yuanqing Li, Andrzej Cichocki, Jianzhao Qin: Blind Identification and Deconvolution for Noisy Two-Input Two-Output Channels. ISNN (2) 2005: 502-507

Jianzhao Qin, Yuanqing Li, Andrzej Cichocki: ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System. ISNN (1) 2005: 973-978

Donald Baker, Andrzej Cichocki, Dimitrios Georgakopoulos, Marian H. Nodine: Awareness-Enabled Coordination. SAINT Workshops 2005: 230-233

Andrzej Cichocki, Marek Rusinkiewicz: Providing Transactional Properties for Migrating Workflows. MONET 9(5): 473-480 (2004)

Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari: Analysis of Sparse Representation and Blind Source Separation. Neural Computation 16(6): 1193-1234 (2004)

Yuanqing Li, Andrzej Cichocki, Liqing Zhang: Blind source estimation of FIR channels for binary sources: a grouping decision approach. Signal Processing 84(12): 2245-2263 (2004)

Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari: Self-adaptive blind source separation based on activation functions adaptation. IEEE Transactions on Neural Networks 15(2): 233-244 (2004)

José Carlos Príncipe, Erkki Oja, Lei Xu, Andrzej Cichocki, Deniz Erdogmus: Guest Editorial Special Issue on Information Theoretic Learning. IEEE Transactions on Neural Networks 15(4): 789-791 (2004)

Sergio Antonio Cruces-Alvarez, Andrzej Cichocki, Shun-ichi Amari: From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability. IEEE Transactions on Neural Networks 15(4): 859-873 (2004)

Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari: Multichannel blind deconvolution of nonminimum-phase systems using filter decomposition. IEEE Transactions on Signal Processing 52(5): 1430-1442 (2004)

Fabian J. Theis, Pando G. Georgiev, Andrzej Cichocki: Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. ESANN 2004: 343-348

Andrzej Cichocki, Jacek M. Zurada: Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications. ICAISC 2004: 30-37

Pando G. Georgiev, Andrzej Cichocki: Sparse component analysis of overcomplete mixtures by improved basis pursuit method. ISCAS (5) 2004: 37-40

Andrzej Cichocki, Yuanqing Li, Pando G. Georgiev, Shun-ichi Amari: Beyond ICA: robust sparse signal representations. ISCAS (5) 2004: 684-687

Reda R. Gharieb, Andrzej Cichocki: Second-order statistics based blind source separation using a bank of subband filters. Digital Signal Processing 13(2): 252-274 (2003)

Allan Kardec Barros, Andrzej Cichocki, Noboru Ohnishi: Wavelet-Like Receptive Fields Emerges by Non-Linear Minimization of Neuron Error. Int. J. Neural Syst. 13(2): 87-91 (2003)

Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda: A robust approach to independent component analysis of signals with high-level noise measurements. IEEE Transactions on Neural Networks 14(3): 631-645 (2003)

Liqing Zhang, Andrzej Cichocki: Independent Residual Analysis for Temporally Correlated Signals. IWANN (1) 2003: 158-165

Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Sergei L. Shishkin, Jianting Cao, Fanji Gu: Sparse Representation and Its Applications in Blind Source Separation. NIPS 2003

Andrzej Cichocki, Shun-ichi Amari: Adaptive Blind Signal and Image Processing - Learning Algorithms and Applications. Wiley 2002, isbn 978-0-471-60791-5, pp. I-XXXI, 1-554

Sergiy A. Vorobyov, Andrzej Cichocki: Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis. Biological Cybernetics 86(4): 293-303 (2002)

Donald Baker, Dimitrios Georgakopoulos, Hans Schuster, Andrzej Cichocki: Awareness Provisioning in Collaboration Management. Int. J. Cooperative Inf. Syst. 11(1-2): 145-173 (2002)

Sergio Cruces, Luis Castedo, Andrzej Cichocki: Robust blind source separation algorithms using cumulants. Neurocomputing 49(1-4): 87-118 (2002)

Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda: Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization. Neurocomputing 49(1-4): 255-277 (2002)

Dimitrios Georgakopoulos, Hans Schuster, Andrzej Cichocki, Donald Baker: Process-Based E-Service Composition for Modeling and Automating Zero Latency Supply Chains. Information Systems Frontiers 4(1): 33-54 (2002)

Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Equivariant nonstationary source separation. Neural Networks 15(1): 121-130 (2002)

Seungjin Choi, Andrzej Cichocki, Adel Belouchrani: Second Order Nonstationary Source Separation. VLSI Signal Processing 32(1-2): 93-104 (2002)

Pando G. Georgiev, Andrzej Cichocki: Robust Blind Source Separation Utilizing Second and Fourth Order Statistics. ICANN 2002: 1162-1167

Pando G. Georgiev, Andrzej Cichocki: Robust blind source separation and dispersing algorithms. ICASSP 2002: 997-1000

Anne H. H. Ngu, Dimitrios Georgakopoulos, Donald Baker, Andrzej Cichocki, Joseph Desmarais, Peter Bates: Advanced Process-Based Component Integration in Telcordia's Cable OSS. ICDE 2002: 485-487

Allan Kardec Barros, Andrzej Cichocki: Neural Coding by Redundancy Reduction and Correlation. SBRN 2002: 223-226

Sergiy A. Vorobyov, Andrzej Cichocki: Hyper Radial Basis Function Neural Networks for Interference Cancellation with Nonlinear Processing of Reference Signal. Digital Signal Processing 11(3): 204-221 (2001)

Roman Rosipal, Mark Girolami, Leonard J. Trejo, Andrzej Cichocki: Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression. Neural Computing and Applications 10(3): 231-243 (2001)

Allan Kardec Barros, Andrzej Cichocki: Extraction of Specific Signals with Temporal Structure. Neural Computation 13(9): 1995-2003 (2001)

Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki: Semiparametric model and superefficiency in blind deconvolution. Signal Processing 81(12): 2535-2553 (2001)

Reda R. Gharieb, Andrzej Cichocki: Noise reduction in brain evoked potentials based on third-order correlations. IEEE Trans. Biomed. Engineering 48(5): 501-512 (2001)

Sergio Cruces, Andrzej Cichocki, Shun-ichi Amari: The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. IWANN (2) 2001: 786-793

Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki: Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. IWANN (2) 2001: 826-833

Shun-ichi Amari, Tianping Chen, Andrzej Cichocki: Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation. Neural Computation 12(6): 1463-1484 (2000)

Andrzej Cichocki, Ruck Thawonmas: On-line Algorithm for Blind Signal Extraction of Arbitrarily Distributed, but Temporally Correlated Sources Using Second Order Statistics. Neural Processing Letters 12(1): 91-98 (2000)

Sergio Antonio Cruces-Alvarez, Andrzej Cichocki, Luis Castedo: An iterative inversion approach to blind source separation. IEEE Trans. Neural Netw. Learning Syst. 11(6): 1423-1437 (2000)

Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Flexible Independent Component Analysis. VLSI Signal Processing 26(1-2): 25-38 (2000)

Dimitrios Georgakopoulos, Andrzej Cichocki, Hans Schuster, Donald Baker: Process-Based Service Integration for Zero Latency Supply Chains in Virtual Enterprises. AIWoRC 2000: 263-280

Hans Schuster, Dimitrios Georgakopoulos, Andrzej Cichocki, Donald Baker: Modeling and Composing Service-Based nd Reference Process-Based Multi-enterprise Processes. CAiSE 2000: 247-263

Dimitrios Georgakopoulos, Hans Schuster, Donald Baker, Andrzej Cichocki: Managing Escalation of Collaboration Processes in Crisis Mitigation Situations. ICDE 2000: 45-56

Hans Schuster, Donald Baker, Andrzej Cichocki, Dimitrios Georgakopoulos, Marek Rusinkiewicz: The Collaboration Management Infrastructure. ICDE 2000: 677-678

Allan Kardec Barros, Andrzej Cichocki, Noboru Ohnishi: Extraction of Statistically Dependent Sources with Temporal Structure. SBRN 2000: 61-65

Dimitrios Georgakopoulos, Andrzej Cichocki, Hans Schuster, Donald Baker: Process-based e-service integration. TES 2000: 117-134

Andrzej Cichocki, Juha Karhunen, Wlodzimierz Kasprzak, Ricardo Vigário: Neural networks for blind separation with unknown number of sources. Neurocomputing 24(1-3): 55-93 (1999)

Dimitrios Georgakopoulos, Hans Schuster, Andrzej Cichocki, Donald Baker: Managing Process and Service Fusion in Virtual Enterprises. Inf. Syst. 24(6): 429-456 (1999)

Donald Baker, Dimitrios Georgakopoulos, Hans Schuster, Anthony R. Cassandra, Andrzej Cichocki: Providing Customized Process and Situation Awareness in the Collaboration Management Infrastructure. CoopIS 1999: 79-91

Andrzej Cichocki, Marek Rusinkiewicz: Providing Transactional Properties for Migrating Workflows. DEXA Workshop 1999: 90-94

Andrzej Cichocki, Liqing Zhang, Tomasz M. Rutkowski: Blind separation and filtering using state space models. ISCAS (5) 1999: 78-81

Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki: Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems. NIPS 1999: 363-369

Andrzej Cichocki, Scott C. Douglas, Shun-ichi Amari: Robust techniques for independent component analysis (ICA) with noisy data. Neurocomputing 22(1-3): 113-129 (1998)

Seungjin Choi, Ruey-Wen Liu, Andrzej Cichocki: A Spurious Equilibria-free Learning Algorithm for the Blind Separation of Non-zoer Skewness Signals. Neural Processing Letters 7(2): 61-68 (1998)

Howard Hua Yang, Shun-ichi Amari, Andrzej Cichocki: Information-theoretic approach to blind separation of sources in non-linear mixture. Signal Processing 64(3): 291-300 (1998)

Mark Girolami, Andrzej Cichocki, Shun-ichi Amari: A common neural-network model for unsupervised exploratory data analysis and independent component analysis. IEEE Transactions on Neural Networks 9(6): 1495-1501 (1998)

Andrzej Cichocki, Liqing Zhang: Two-stage Blind Deconvolution Using State-space Models. ICONIP 1998: 729-732

Liqing Zhang, Andrzej Cichocki: Blind Separation of Filtered Sources Using State-Space Approach. NIPS 1998: 648-656

Allan Kardec Barros, Andrzej Cichocki: A Fixed-Point Algorithm for Independent Component Analysis which uses a priori Information. SBRN 1998: 39-42

Juha Karhunen, Andrzej Cichocki, Wlodzimierz Kasprzak, Petteri Pajunen: On Neural Blind Separation with Noise Suppression and Redundancy Reduction. Int. J. Neural Syst. 8(2): 219-237 (1997)

Wlodzimierz Kasprzak, Andrzej Cichocki, Shun-ichi Amari: Blind Source Separation with Convolutive Noise Cancellation. Neural Computing and Applications 6(3): 127-141 (1997)

Fa-Long Luo, Rolf Unbehauen, Andrzej Cichocki: A Minor Component Analysis Algorithm. Neural Networks 10(2): 291-297 (1997)

Shun-ichi Amari, Tianping Chen, Andrzej Cichocki: Stability Analysis of Learning Algorithms for Blind Source Separation. Neural Networks 10(8): 1345-1351 (1997)

Andrzej Cichocki, Andrzej Bargiela: Neural Networks for Solving Linear Inequality Systems. Parallel Computing 22(11): 1455-1475 (1997)

Scott C. Douglas, Andrzej Cichocki: Neural networks for blind decorrelation of signals. IEEE Transactions on Signal Processing 45(11): 2829-2842 (1997)

Tadeusz Lobos, Andrzej Cichocki, Pawel Kostyla, Zbigniew Waclawek: Adaptive On-line Learing Algorithm for Robust Estimation of Parameters of Noisy Sinusoidal Signals. ICANN 1997: 1193-1198

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: InfoSleuth: Semantic Integration of Information in Open and Dynamic Environments (Experience Paper). SIGMOD Conference 1997: 195-206

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: The InfoSleuth Project. SIGMOD Conference 1997: 543-545

Piotr Krychniak, Marek Rusinkiewicz, Andrzej Cichocki, Amit P. Sheth, Gomer Thomas: Bounding the Effects of Compensation under Relaxed Multi-level Serializability. Distributed and Parallel Databases 4(4): 355-374 (1996)

Wladyslaw Skarbek, Andrzej Cichocki: Robust Image Association by Recurrent Neural Subnetworks. Neural Processing Letters 3(3): 131-138 (1996)

Dominique Jean, Andrzej Cichocki, Marek Rusinkiewicz: A Database Environment for Workflow Specification and Execution. CODAS 1996: 402-411

Wlodzimierz Kasprzak, Andrzej Cichocki: Recurrent least square learning for quasi-parallel principal component analysis. ESANN 1996

Andrzej Cichocki, Rolf Unbehauen, Markus Lendl, Klaus Weinzierl: Neural networks for linear inverse problems with incomplete data especially in applications to signal and image reconstruction. Neurocomputing 8(1): 7-41 (1995)

Shun-ichi Amari, Andrzej Cichocki, Howard Hua Yang: A New Learning Algorithm for Blind Signal Separation. NIPS 1995: 757-763

Andrzej Cichocki, Rolf Unbehauen: Neural networks for optimization and signal processing. Wiley 1993, isbn 978-0-471-93010-5, pp. I-XVII, 1-526

Andrzej Cichocki, Rolf Unbehauen: Neural networks for computing eigenvalues and eigenvectors. Biological Cybernetics 68(2): 155-164 (1992)

Marek Rusinkiewicz, Piotr Krychniak, Andrzej Cichocki: Towards a Model for Multidatabase Transactions. Int. J. Cooperative Inf. Syst. 1(3-4): 579-618 (1992)