| 2008 |
|---|
| 99 | | Jordi Solé i Casals,
François B. Vialatte,
Zhe Chen,
Andrzej Cichocki:
Investigation of ICA Algorithms for Feature Extraction of EEG Signals in Discrimination of Alzheimer Disease.
BIOSIGNALS (1) 2008: 232-235 |
| 98 | EE | François B. Vialatte,
Andrzej Cichocki:
Split-test Bonferroni correction for QEEG statistical maps.
Biological Cybernetics 98(4): 295-303 (2008) |
| 2007 |
|---|
| 97 | EE | Andrzej Cichocki,
Rafal Zdunek,
Shun-ichi Amari:
Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization.
ICA 2007: 169-176 |
| 96 | EE | 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 |
| 95 | EE | Bartosz Swiderski,
Stanislaw Osowski,
Andrzej Cichocki,
Andrzej Rysz:
Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine.
ICANNGA (2) 2007: 373-381 |
| 94 | EE | Jian-Wu Xu,
Hovagim Bakardjian,
Andrzej Cichocki,
Jose C. Principe:
A New Nonlinear Similarity Measure for Multichannel Biological Signals.
IJCNN 2007: 2046-2051 |
| 93 | EE | Zhaoshui He,
Andrzej Cichocki:
An Efficient K -Hyperplane Clustering Algorithm and Its Application to Sparse Component Analysis.
ISNN (2) 2007: 1032-1041 |
| 92 | EE | Andrzej Cichocki,
Rafal Zdunek:
Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization.
ISNN (3) 2007: 793-802 |
| 91 | EE | Dimitrios Georgakopoulos,
Donald Baker,
Marian H. Nodine,
Andrzej Cichocki:
Event-driven Video Awareness Providing Physical Security.
World Wide Web 2007: 85-109 |
| 90 | EE | 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) |
| 89 | EE | 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) |
| 88 | EE | Abd-Krim Seghouane,
Andrzej Cichocki:
Bayesian estimation of the number of principal components.
Signal Processing 87(3): 562-568 (2007) |
| 87 | EE | Rafal Zdunek,
Andrzej Cichocki:
Nonnegative matrix factorization with constrained second-order optimization.
Signal Processing 87(8): 1904-1916 (2007) |
| 86 | EE | Hualiang Li,
Tülay Adali,
Wei Wang,
Darren Emge,
Andrzej Cichocki,
Andrzej Cichocki:
Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy.
VLSI Signal Processing 48(1-2): 83-97 (2007) |
| 85 | EE | Hualiang Li,
Tülay Adali,
Wei Wang,
Darren Emge,
Andrzej Cichocki,
Andrzej Cichocki:
Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy.
VLSI Signal Processing 48(1-2): 83-97 (2007) |
| 2006 |
|---|
| 84 | EE | Andrzej Cichocki,
Rafal Zdunek,
Shun-ichi Amari:
Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms.
ICA 2006: 32-39 |
| 83 | EE | 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 |
| 82 | EE | 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 |
| 81 | EE | 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 |
| 80 | EE | Zhaoshui He,
Andrzej Cichocki:
K-EVD Clustering and Its Applications to Sparse Component Analysis.
ICA 2006: 90-97 |
| 79 | EE | 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 |
| 78 | EE | Rafal Zdunek,
Andrzej Cichocki:
Non-negative Matrix Factorization with Quasi-Newton Optimization.
ICAISC 2006: 870-879 |
| 77 | EE | Hyekyoung Lee,
Andrzej Cichocki,
Seungjin Choi:
Nonnegative Matrix Factorization for Motor Imagery EEG Classification.
ICANN (2) 2006: 250-259 |
| 76 | EE | Zhaoshui He,
Andrzej Cichocki,
Shengli Xie:
K-Hyperplanes Clustering and Its Application to Sparse Component Analysis.
ICONIP (1) 2006: 1038-1047 |
| 75 | EE | 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 |
| 74 | EE | Wei Liu,
Danilo P. Mandic,
Andrzej Cichocki:
An analysis of the CCA approach for blind source separation and its adaptive realization.
ISCAS 2006 |
| 73 | EE | Wei Liu,
Danilo P. Mandic,
Andrzej Cichocki:
Blind source extraction of instantaneous noisy mixtures using a linear predictor.
ISCAS 2006 |
| 72 | EE | 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 |
| 71 | EE | 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 |
| 70 | EE | Yoshikazu Washizawa,
Toshihisa Tanaka,
Danilo P. Mandic,
Andrzej Cichocki:
A Flexible Method for Envelope Estimation in Empirical Mode Decomposition.
KES (3) 2006: 1248-1255 |
| 69 | EE | Donald Baker,
Dimitrios Georgakopoulos,
Marian H. Nodine,
Andrzej Cichocki:
From Events to Awareness.
SCW 2006: 21-30 |
| 68 | EE | 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) |
| 67 | EE | 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) |
| 66 | EE | 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) |
| 65 | EE | 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) |
| 64 | EE | Seungjin Choi,
Jong-Hoon Ahn,
Andrzej Cichocki:
Constrained Projection Approximation Algorithms for Principal Component Analysis.
Neural Processing Letters 24(1): 53-65 (2006) |
| 2005 |
|---|
| 63 | EE | 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 |
| 62 | EE | 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 |
| 61 | EE | Jianzhao Qin,
Yuanqing Li,
Andrzej Cichocki:
ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System.
ISNN (1) 2005: 973-978 |
| 60 | EE | Yuanqing Li,
Andrzej Cichocki,
Jianzhao Qin:
Blind Identification and Deconvolution for Noisy Two-Input Two-Output Channels.
ISNN (2) 2005: 502-507 |
| 59 | EE | Donald Baker,
Andrzej Cichocki,
Dimitrios Georgakopoulos,
Marian H. Nodine:
Awareness-Enabled Coordination.
SAINT Workshops 2005: 230-233 |
| 2004 |
|---|
| 58 | EE | Fabian J. Theis,
Pando G. Georgiev,
Andrzej Cichocki:
Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform.
ESANN 2004: 343-348 |
| 57 | EE | Andrzej Cichocki,
Jacek M. Zurada:
Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications.
ICAISC 2004: 30-37 |
| 56 | | Pando G. Georgiev,
Andrzej Cichocki:
Sparse component analysis of overcomplete mixtures by improved basis pursuit method.
ISCAS (5) 2004: 37-40 |
| 55 | | Andrzej Cichocki,
Yuanqing Li,
Pando G. Georgiev,
Shun-ichi Amari:
Beyond ICA: robust sparse signal representations.
ISCAS (5) 2004: 684-687 |
| 54 | EE | Andrzej Cichocki,
Marek Rusinkiewicz:
Providing Transactional Properties for Migrating Workflows.
MONET 9(5): 473-480 (2004) |
| 53 | EE | Yuanqing Li,
Andrzej Cichocki,
Shun-ichi Amari:
Analysis of Sparse Representation and Blind Source Separation.
Neural Computation 16(6): 1193-1234 (2004) |
| 52 | EE | 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) |
| 2003 |
|---|
| 51 | EE | L.-Q. Zhang,
Andrzej Cichocki:
Independent Residual Analysis for Temporally Correlated Signals.
IWANN (1) 2003: 158-165 |
| 50 | EE | Yuanqing Li,
Andrzej Cichocki,
Shun-ichi Amari,
Sergei Shishkin,
Jianting Cao,
Fanji Gu:
Sparse Representation and Its Applications in Blind Source Separation.
NIPS 2003 |
| 49 | EE | 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) |
| 2002 |
|---|
| 48 | EE | Pando G. Georgiev,
Andrzej Cichocki:
Robust Blind Source Separation Utilizing Second and Fourth Order Statistics.
ICANN 2002: 1162-1167 |
| 47 | EE | 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 |
| 46 | EE | Allan Kardec Barros,
Andrzej Cichocki:
Neural Coding by Redundancy Reduction and Correlation.
SBRN 2002: 223-226 |
| 45 | EE | Sergiy 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) |
| 44 | EE | 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) |
| 43 | EE | Donald Baker,
Dimitrios Georgakopoulos,
Hans Schuster,
Andrzej Cichocki:
Awareness Provisioning in Collaboration Management.
Int. J. Cooperative Inf. Syst. 11(1-2): 145-173 (2002) |
| 42 | EE | Seungjin Choi,
Andrzej Cichocki,
Shun-ichi Amari:
Equivariant nonstationary source separation.
Neural Networks 15(1): 121-130 (2002) |
| 41 | EE | 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) |
| 40 | EE | Sergio Cruces,
Luis Castedo,
Andrzej Cichocki:
Robust blind source separation algorithms using cumulants.
Neurocomputing 49(1-4): 87-118 (2002) |
| 2001 |
|---|
| 39 | EE | Sergio Cruces,
Andrzej Cichocki,
Shun-ichi Amari:
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction.
IWANN (2) 2001: 786-793 |
| 38 | EE | Liqing Zhang,
Shun-ichi Amari,
Andrzej Cichocki:
Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions.
IWANN (2) 2001: 826-833 |
| 37 | | Allan Kardec Barros,
Andrzej Cichocki:
Extraction of Specific Signals with Temporal Structure.
Neural Computation 13(9): 1995-2003 (2001) |
| 36 | EE | 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) |
| 35 | EE | Liqing Zhang,
Shun-ichi Amari,
Andrzej Cichocki:
Semiparametric model and superefficiency in blind deconvolution.
Signal Processing 81(12): 2535-2553 (2001) |
| 2000 |
|---|
| 34 | EE | Dimitrios Georgakopoulos,
Andrzej Cichocki,
Hans Schuster,
Donald Baker:
Process-Based Service Integration for Zero Latency Supply Chains in Virtual Enterprises.
AIWoRC 2000: 263-280 |
| 33 | EE | Hans Schuster,
Dimitrios Georgakopoulos,
Andrzej Cichocki,
Donald Baker:
Modeling and Composing Service-Based nd Reference Process-Based Multi-enterprise Processes.
CAiSE 2000: 247-263 |
| 32 | EE | Dimitrios Georgakopoulos,
Hans Schuster,
Donald Baker,
Andrzej Cichocki:
Managing Escalation of Collaboration Processes in Crisis Mitigation Situations.
ICDE 2000: 45-56 |
| 31 | EE | Hans Schuster,
Donald Baker,
Andrzej Cichocki,
Dimitrios Georgakopoulos,
Marek Rusinkiewicz:
The Collaboration Management Infrastructure.
ICDE 2000: 677-678 |
| 30 | EE | Allan Kardec Barros,
Andrzej Cichocki,
Noboru Ohnishi:
Extraction of Statistically Dependent Sources with Temporal Structure.
SBRN 2000: 61-65 |
| 29 | | Dimitrios Georgakopoulos,
Andrzej Cichocki,
Hans Schuster,
Donald Baker:
Process-based e-service integration.
TES 2000: 117-134 |
| 28 | | Shun-ichi Amari,
Tianping Chen,
Andrzej Cichocki:
Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation.
Neural Computation 12(6): 1463-1484 (2000) |
| 27 | | 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) |
| 1999 |
|---|
| 26 | EE | 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 |
| 25 | EE | Andrzej Cichocki,
Marek Rusinkiewicz:
Providing Transactional Properties for Migrating Workflows.
DEXA Workshop 1999: 90-94 |
| 24 | EE | Andrzej Cichocki,
Liqing Zhang,
Tomasz M. Rutkowski:
Blind separation and filtering using state space models.
ISCAS (5) 1999: 78-81 |
| 23 | EE | Liqing Zhang,
Shun-ichi Amari,
Andrzej Cichocki:
Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems
NIPS 1999: 363-369 |
| 22 | EE | Dimitrios Georgakopoulos,
Hans Schuster,
Andrzej Cichocki,
Donald Baker:
Managing Process and Service Fusion in Virtual Enterprises.
Inf. Syst. 24(6): 429-456 (1999) |
| 21 | EE | 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) |
| 1998 |
|---|
| 20 | | Andrzej Cichocki,
Liqing Zhang:
Two-stage Blind Deconvolution Using State-space Models.
ICONIP 1998: 729-732 |
| 19 | EE | Liqing Zhang,
Andrzej Cichocki:
Blind Separation of Filtered Sources Using State-Space Approach.
NIPS 1998: 648-656 |
| 18 | EE | Allan Kardec Barros,
Andrzej Cichocki:
A Fixed-Point Algorithm for Independent Component Analysis which uses a priori Information.
SBRN 1998: 39-42 |
| 17 | EE | 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) |
| 16 | | 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) |
| 15 | EE | 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) |
| 1997 |
|---|
| 14 | | 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 |
| 13 | EE | 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 |
| 12 | EE | 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 |
| 11 | EE | 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) |
| 10 | | Wlodzimierz Kasprzak,
Andrzej Cichocki,
Shun-ichi Amari:
Blind Source Separation with Convolutive Noise Cancellation.
Neural Computing and Applications 6(3): 127-141 (1997) |
| 9 | EE | Fa-Long Luo,
Rolf Unbehauen,
Andrzej Cichocki:
A Minor Component Analysis Algorithm.
Neural Networks 10(2): 291-297 (1997) |
| 8 | EE | Shun-ichi Amari,
Tianping Chen,
Andrzej Cichocki:
Stability Analysis of Learning Algorithms for Blind Source Separation.
Neural Networks 10(8): 1345-1351 (1997) |
| 7 | | Andrzej Cichocki,
Andrzej Bargiela:
Neural Networks for Solving Linear Inequality Systems.
Parallel Computing 22(11): 1455-1475 (1997) |
| 1996 |
|---|
| 6 | | Dominique Jean,
Andrzej Cichocki,
Marek Rusinkiewicz:
A Database Environment for Workflow Specification and Execution.
CODAS 1996: 402-411 |
| 5 | EE | 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) |
| 4 | | Wladyslaw Skarbek,
Andrzej Cichocki:
Robust Image Association by Recurrent Neural Subnetworks.
Neural Processing Letters 3(3): 131-138 (1996) |
| 1995 |
|---|
| 3 | EE | Shun-ichi Amari,
Andrzej Cichocki,
Howard Hua Yang:
A New Learning Algorithm for Blind Signal Separation.
NIPS 1995: 757-763 |
| 2 | | 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) |
| 1992 |
|---|
| 1 | | Marek Rusinkiewicz,
Piotr Krychniak,
Andrzej Cichocki:
Towards a Model for Multidatabase Transactions.
Int. J. Cooperative Inf. Syst. 1(3-4): 579-618 (1992) |
