Selected International Conference Papers
2012
Hyohyeong Kang and Seungjin Choi (2012),
"Probabilistic models for common spatial patterns:
Parameter-expanded EM and variational Bayes,"
in Proceedings of the Twenty-Sixth AAAI Conference on Artificial
Intelligence (AAAI-2012),
Toronto, Canada, July 22-26, 2012. (oral)
(acceptance rate = 26%)
("will be available")
Hyohyeong Kang and Seungjin Choi (2012),
"Bayesian common spatial patterns with Dirichlet process priors
for multi-subject EEG classification,"
in Proceedings of the International Joint Conference on Neural Networks
(IJCNN-2012),
Brisbane, Australia, June 10-15, 2012. (oral)
("will be available")
Jiho Yoo and Seungjin Choi (2011),
"Hierarchical variational Bayesian matrix co-factorization,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2012),
Kyoto, Japan, March 25-30, 2012. (oral)
2011
"Semi-supervised discriminant hashing,"
in Proceedings of the Eleventh IEEE International Conference on Data Mining
(ICDM-2011),
Vancouver, Canada, December 11-14, 2011.
(acceptance rate=18%)
"Patch-based Markov random fields for fast face occlusion recovery,"
in Proceedings of the IEEE International Workshop on
Machine Learning for Signal Processing (MLSP-2011),
Beijing, China, September 18-21, 2011.
"Restricted deep belief networks for multi-view learning,"
in Proceedings of the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases
(ECML-PKDD-2011),
Athens, Greece, September 5-9, 2011.
(acceptance rate = 20%)
"Bayesian matrix co-factorization:
Variational algorithm and Cramer-Rao bound,"
in Proceedings of the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases
(ECML-PKDD-2011),
Athens, Greece, September 5-9, 2011.
(acceptance rate = 20%)
"Matrix co-factorization on compressed sensing,"
in Proceedings of the Twenty-Second International Joint Conference on
Artificial Intelligence (IJCAI-2011),
Barcelona, Spain, July 16-22, 2011.
(acceptance rate = 400/1325 = 30%)
"Geometric programming for classifier aggregation,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2011),
Prague, Czech Republic, May 22-27, 2011.
"Multiple kernel nonnegative matrix factorization,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2011),
Prague, Czech Republic, May 22-27, 2011.
"Bayesian multi-task learning for common spatial patterns,"
in Proceedings of the IEEE International Workshop on Pattern Recognition
in NeuroImaging (PRNI-2011),
Seoul, Korea, May 16-18, 2011.
2010
"Bayesian aggregation of binary classifiers,"
in Proceedings of the Tenth IEEE International Conference on
Data Mining (ICDM-2010),
Sydney, Australia, December 14-17, 2010.
(acceptance rate = 72/797 = 9% for regular papers)
"A tongue-machine interface: Detection of tongue positions by
glossokinetic potentials,"
in Proceedings of the International Conference on Neural Information
Processing (ICONIP-2010),
Sydney, Australia, November 22-25, 2010.
("APNNA Best Paper Award")
"Hierarchical Gaussian process regression,"
in Proceedings of the Second Asian Conference on Machine Learning
(ACML-2010),
Tokyo, Japan, November 8-10, 2010.
(acceptance rate = 23/74 = 31%)
"Local dimensionality reduction for multiple instance learning,"
in Proceedings of the IEEE International Workshop on
Machine Learning for Signal Processing (MLSP-2010),
Kittila, Finland, August 29 - September 1, 2010.
"Manifold-respecting probabilistic matrix tri-factorization,"
in Proceedings of the IEEE International Workshop on
Machine Learning for Signal Processing (MLSP-2010),
Kittila, Finland, August 29 - September 1, 2010.
"Manifold alpha-integration,"
in Proceedings of the Pacific Rim International Conference on
Artificial Intelligence (PRICAI-2010),
pp. 397-408, Daegu, Korea, August 30 - September 3, 2010.
(acceptance rate = 52/191 = 27.22% for regular papers)
"Alpha-integration of multiple evidence,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2010),
Dallas, Texas, March 14-19, 2010.
"Blind rhythmic source separation: Nonnegativity and repeatability,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2010),
Dallas, Texas, March 14-19, 2010.
"Nonnegative matrix partial co-factorization for drum source separation,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2010),
Dallas, Texas, March 14-19, 2010.
"Learning alpha-integration with partially-labeled data,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2010),
Dallas, Texas, March 14-19, 2010.
2009
"Clustering sequence sets for motif discovery,"
in Advances in Neural Information Processing Systems 22
(NIPS-2009),
edited by Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams
and A. Culotta,
Vancouver, Canada, December 7-10, 2009.
(acceptance rate = 263/1105 = 23.8%)
"Common neighborhood sub-graph density as a similarity
measure for community detection,"
in Proceedings of the International Conference on Neural Information
Processing (ICONIP-2009),
Bangkok, Thailand, December 1-5, 2009.
"Probabilistic combination of multiple evidence,"
in Proceedings of the International Conference on Neural Information
Processing (ICONIP-2009),
Bangkok, Thailand, December 1-5, 2009.
"Weighted nonnegative matrix co-tri-factorization for collaborative
prediction,"
in Proceedings of the First Asian Conference on Machine Learning
(ACML-2009),
pp. 396-411, Nanjing, China, November 2-4, 2009.
(acceptance rate = 27/113 = 23.89% )
"Group nonnegative matrix factorization for EEG classification,"
in Proceedings of the Twelfth International Conference on
Artificial Intelligence and Statistics (AISTATS-2009),
Clearwater Beach, Florida, April 16-18, 2009.
"Probabilistic matrix tri-factorization,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2009),
Taipei, Taiwan, April 19-24, 2009.
"Weighted nonnegative matrix factorization,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2009),
Taipei, Taiwan, April 19-24, 2009.
"Ensembles of landmark multidimensional scalings,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2009),
Taipei, Taiwan, April 19-24, 2009.
"Target speech extraction using learned spectral bases,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2009),
Taipei, Taiwan, April 19-24, 2009.
"Incremental learning to rank with partially labeled data,"
in Proceedings of the ACM International Workshop on Web Search Click Data
(WSCD-2009),
Barcelona, Spain, February 9, 2009.
2008
"Kernel oriented discriminant analysis for speaker-independent
phoneme spaces,"
in Proceedings of the International Conference on Pattern Recognition
(ICPR-2008),
Tampa, Florida, December 8-11, 2008.
"Orthogonal nonnegative matrix factorization:
Multiplicative updates on Stiefel manifolds,"
in Proceedings of the 9th International Conference on Intelligent Data
Engineering and Automated Learning (IDEAL-2008),
Daejeon, Korea, November 2-5, 2008.
(One of best 3 student paper awards)
"Manifold integration with Markov random walks,"
in Proceedings of the Twenty-Third AAAI Conference on Artificial
Intelligence (AAAI-2008),
Chicago, Illinois, July 13-17, 2008.
(acceptance rate = 24%)
"Gaussian process regression for voice activity detection
and speech enhancement,"
in Proceedings of the International Joint Conference on Neural Networks
(IJCNN-2008),
Hong Kong, June 1-6, 2008
"Algorithms for orthogonal nonnegative matrix factorization,"
in Proceedings of the International Joint Conference on Neural Networks
(IJCNN-2008),
Hong Kong, June 1-6, 2008
"CUR+NMF for learning spectral features from large data matrix,"
in Proceedings of the International Joint Conference on Neural Networks
(IJCNN-2008),
Hong Kong, June 1-6, 2008
"Nonnegative Tucker decomposition with alpha-divergence,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2008),
Las Vegas, Nevada, March 30 - April 4, 2008.
"Gaussian processes for source separation,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2008),
Las Vegas, Nevada, March 30 - April 4, 2008.
2007
"Real-time classification of fear/panic emotion based on physiological
signals,"
in Proceedings of the 8th Pan-Pacific Conference on Occupational
Ergonomics (PPCOE-2007),
Bangkok, Thailand, October 17-19, 2007.
"Source separation with Gaussian process models,"
in Proceedings of the European Conference on Machine Learning
(ECML-2007),
Warsaw, Poland, September 17-21, 2007.
(acceptance rate = 9.1% for oral presentation)
"Color face tensor factorization and slicing for
illumination-robust recognition,"
in Proceedings of the International Conference on Biometrics
(ICB-2007),
Seoul, Korea, August 27-29, 2007.
(Best Biometrics Student Paper Award)
(acceptance rate = 10.9% for oral presentation)
"Wake-sleep PCA,"
in Proceedings of the International Joint Conference on Neural Networks
(IJCNN-2007),
Orlando, Florida, August 12-17, 2007.
"Nonnegative Tucker decomposition,"
in Proceedings of the IEEE CVPR-2007 Workshop on Component Analysis
Methods,
Minneapolis, Minnesota, June 22, 2007.
"Neighbor search with global geometry: A minimax message passing
algorithm,"
in Proceedings of the International Conference on Machine Learning
(ICML-2007),
Corvallis, Oregon, June 20-24, 2007.
(acceptance rate = 29%)
"Non-negative tensor factorization using alpha and
beta divergences,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2007),
Honolulu, Hawaii, April 15-20, 2007.
"A method of initialization for nonnegative matrix factorization,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2007),
Honolulu, Hawaii, April 15-20, 2007.
"Soft geodesic kernel k-means,"
in Proceedings of the IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP-2007),
Honolulu, Hawaii, April 15-20, 2007.
"Novel multi-layer non-negative tensor factorization with
sparsity constraints,"
in Proceedings of the International Conference on Adaptive and Natural
Computing Algorithms,
Warsaw, Poland, April 11-14, 2007.
"Dynamically weighted hidden Markov model for
spam deobfuscation,"
in Proceedings of the International Joint Conference on Artificial
Intelligence (IJCAI-2007),
Hyderabad, India, January 6-12, 2007.
(acceptance rate = 16% for oral presentation)
2006
"Tree-dependent components of gene expression
data for clustering,"
in Proceedings of the International Conference on Artificial Neural
Networks (LNCS 4132),
Athens, Greece, September 10-14, 2006.
"Nonnegative matrix factorization for
motor imagery EEG classification,"
in Proceedings of the International Conference on Artificial Neural
Networks (LNCS 4132),
Athens, Greece, September 10-14, 2006.
"ICA-based clustering for resolving permutation ambiguity
in frequency-domain convolutive source separation,"
in Proceedings of the International Conference on Pattern Recognition
(ICPR),
Hong Kong, August 20-24, 2006.
(acceptance rate = 15% for oral presentation)
"Rao-Blackwellized particle filtering for
sequential speech enhancement,"
in Proceedings of the International Joint Conference on Neural Networks
(IJCNN),
Vancouver, Canada, July 16-21, 2006.
"Relative gradient learning for independent subspace analysis,"
in Proceedings of the International Joint Conference on Neural Networks
(IJCNN),
Vancouver, Canada, July 16-21, 2006.
"Iterative projection approximation algorithms for PCA,"
in Proceedings of the IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP),
Toulouse, France, May 14-19, 2006.
"Monaural music source separation:
Nonnegativity, sparseness, and shift-invariance,"
in Proceedings of the International Conference on Independent Component
Analysis and Blind Signal Separation (LNCS 3889),
pp. 617-624, Charleston, South Carolina, March 5-8, 2006
"Topographic independent component analysis of
gene expression time series data,"
in Proceedings of the International Conference on Independent Component Analysis and
Blind Signal Separation (LNCS 3889),
pp. 462-469, Charleston, South Carolina, March 5-8, 2006
2005
"U-likelihood and U-updating algorithms: Statistical inference in
latent variable models,"
in Proceedings of the European Conference on Machine Learning (LNAI 3720),
pp. 377-388, Porto, Protugal, October 3-7, 2005
(acceptance rate = 11% for oral presentation)
"On variations of power iteration,"
in Proceedings of the International Conference on Artificial Nerual Networks (LNCS 3697),
pp. 145-150, Warsaw, Poland, September 11-15, 2005
"On spectral basis selection for single channel polyphonic music
separation,"
in Proceedings of the International Conference on Artificial Nerual Networks (LNCS 3697),
pp. 157-162, Warsaw, Poland, September 11-15, 2005
"Myocardial blood flow quantification in dynamic PET; An ensemble ICA
approach,"
in Proceedings of the International Conference on Artificial Nerual Networks (LNCS 3697),
pp. 709-714, Warsaw, Poland, September 11-15, 2005
"Kernel Isomap on noisy manifold,"
in Proceedings of the IEEE International Conference on Development and Learning (ICDL),
pp. 208-213, Osaka, Japan, July 19-21, 2005.
"Independent arrays or independent time courses for
gene expression time series,"
in Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS),
Kobe, Japan, May 23-26, 2005.
"F-SEONS: A second-order frequency-domain algorithm for
noisy convolutive source separation,"
in Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS),
Kobe, Japan, May 23-26, 2005.
"Relative trust-region learning for ICA,"
in Proceedings of the IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP),
Philadelphia, PA, March 19-23, 2005.
"Independent subspaces of gene expression data,"
in Proceedings of the IASTED International Conference on Artificial Intelligence
and Applications,
Innsbruck, Austria, February 14-16, 2005.
2004
"Learning nonnegative features of spectro-temporal sounds
for classification,"
in Proceedings of the International Conference on Spoken Language Processing (ICSLP),
Jeju Island, Korea, October 4-8, 2004.
"A multiplicative up-propagation algorithm,"
in Proceedings of the International Conference on Machine Learning (ICML),
pp. 17-24, Banff, Canada, July 4-8, 2004.
(acceptance rate = 33%)
"Fast stochastic neighbor embedding: A trust-region algorithm,"
in Proceedings of the International Joint Conference on Neural Networks (IJCNN),
pp. 123-128, Budapest, Hungary, July 25-29, 2004.
"Minimum entropy, k-means, spectral clustering,"
in Proceedings of the International Joint Conference on Neural Networks (IJCNN),
pp. 117-122, Budapest, Hungary, July 25-29, 2004.
"Trust-region learning for ICA,"
in Proceedings of the International Joint Conference on Neural Networks (IJCNN),
pp. 41-46, Budapest, Hungary, July 25-29, 2004.
"A new way of PCA: Integrated-squared-error and EM algorithms,"
in Proceedings of the International Conference on Acoustics, Speech,
and Signal Processing (ICASSP),
pp. 777-780, Montreal, Canada, May 17-21, 2004.
"Independence or nonnegativity: Constraints for sensory coding,"
in International Congress Series 1269, 2004.
(presented as an invited talk in BrainIT-2004,
Kitakyushu, Japan, March 7-9, 2004)
"Multiple nonnegative matrix factorization of dynamic PET images,"
in Proceedings of the Asian Conference on Computer Vision (ACCV),
pp. 1009-1013, Jeju Island, Korea, January 27-30, 2004.
2003
"Non-negative component parts of sound for classification,"
in Proceedings of the IEEE International Symposium on Signal Processing and
Information Technology,
Darmstadt, Germany, December 14-17, 2003.
"ICA+OPCA for artifact-robust classification of EEG data,"
in Proceedings of the IEEE NNSP,
pp. 585-594, Toulouse, France, September 17-19, 2003.
"Membership scoring via independent feature subspace analysis
for grouping co-expressed genes,"
in Proceedings of the IJCNN,
Portland, Oregon, July 20-24, 2003.
"PCA+HMM+SVM for EEG pattern classification,"
in Proceedings of the IEEE ISSPA,
pp. 541-544, Paris, France, July 1-4, 2003.
"Differential ICA,"
in Proceedings of the ICANN/ICONIP
(Lecture Notes in Computer Science 2714),
pp. 68-75, Istanbul, Turkey, June 26-29, 2003.
"Subtype classification of human breast cancer via kernel methods
and pattern analysis of clinical outcome over the feature space,"
presented as a poster
in Kernel Methods in Bioinformatics Workshop
(at RECOMB)
Berlin, Germany, April 14, 2003
"Differential learning and random walk model,"
in Proceedings of the IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP),
pp. 724-727, Hong Kong, April 6-10, 2003.
"Several improvements of the Herault-Jutten model
for speech segregation,"
in Proceedings of the ICA,
pp. 1089-1094, Nara, Japan, Apri 1-4, 2003.
2002
"PCA-based linear dynamical systems for multichannel
EEG classification,"
in Proceedings of the ICONIP,
pp. 745-749, Singapore, Nov. 19-22, 2002.
"Rectified subspace analysis of dynamic positron emission tomography,"
in Proceedings of the ICONIP,
pp. 2269-2273, Singapore, Nov. 19-22, 2002.
"Comparative evaluation of CASA and BSS models for subband cocktail
party speech segregation,"
in Proceedings of the International Conference on Spoken Language Processing,
Denver, Colorado, Sep. 16-20, 2002.
"Adaptive differential decorrelation: A natural
gradient algorithm,"
in Proceedings of the ICANN (Lecture Notes in Computer Science 2415),
pp. 1168-1173, Madrid, Spain, Aug. 27-30, 2002.
"ISAcycle: Independent subspace analysis of gene expression data,"
Presented (as a poster)
at Intelligent Systems for Molecular Biology,
Edmonton, Canada, Aug. 3-7, 2002.
"Why blind source separation for blind equalization of multiple
channels?,"
in Proceedings of the IEEE Sensory Array and Multichannel Processing (SAM),
Rosslyn, VA, Aug. 4-7, 2002.
"Natural gradient learning for second-order nonstationary
source separation,"
in Proceedings of the IJCNN 2002,
pp. 654-658, Honolulu, Hawaii, May 12-17, 2002.
2001
"Differential decorrelation for nonstationary source
separation,"
in Proceedings of the ICA,
pp. 319-322, San Diego, California, December 9-13, 2001.
"Evaluation of CASA and BSS models for subband cocktail
party speech recognition,"
in Proceedings of the ICA,
pp. 301-306, San Diego, California, December 9-13, 2001.
"Application of non-negative matrix factorization to
dynamic positron emmision tomography,"
in Proceedings of the ICA,
pp. 629-632, San Diego, California, December 9-13, 2001.
"Sequential least squares algorithms for blind co-channel
signal separation,"
in Proceedings of the ICA,
pp. 601-604, San Diego, California, December 9-13, 2001.
"A comparison of PCA/ICA for data preprocessing in a geoscience
application,"
in Proceedings of the ICA,
pp. 278-283, San Diego, California, December 9-13, 2001.
"Non-negative matrix factorization of dynamic images
in nuclear medicine,"
in Proceedings of the IEEE Nuclear Science Symposium and
Medical Imaging Conference,
pp. 2027-2030, San Diego, California, November 4-10, 2001.
N. Kudomi, K. Hayashida, Y. Miyake, H. Iida (2001),
"Noninvasive estimation of cerebral boold flow using image-derived
carotid input function in H_2^{15}O Dynamic PET,"
in Proceedings of the IEEE Nuclear Science Symposium and
Medical Imaging Conference,
pp. 1282-1285, San Diego, California, November 4-10, 2001.
"Correlation matching approach to source sepration in the
presence of spatially correlated noise,"
in Proceedings of the InternationalSymp. Signal Processing
and Applications (IEEE ISSPA 2001),
Kuala-Lumpur, Malaysia, August 13-16, 2001.
"Blind separation of second-order nonstationary and temporally
colored sources,"
in Proceedings of the IEEE Workshop on
Statistical Signal Processing (IEEE SSP 2001),
pp. 444-447, Singapore, August 6-8, 2001.
"Approximate maximum likelihood source separation using
the natural gradient,"
in Proceedings of the IEEE SPAWC 2001,
pp. 235-238, Taoyuan, Taiwan, March 20-23, 2001.
2000
"Blind separation of nonstationary and temporally correlated
sources from noisy mixtures,"
in Proceedings of the IEEE Workshop on Neural Networks for Signal
Processing (NNSP 2000),
pp. 405-414, Sydney, Austrailia, Dec. 11-13, 2000.
"Blind source separation from noisy measurements:
Time-delayed correlation matching,"
in Proceedings of the ICONIP,
pp. 1359-1362, Taejon, Korea, Nov. 14-18, 2000.
"Multichannel signal separation for cocktail party speech recognition:
A dynamic recurrent network,"
in Proceedings of the International Conference on Spoken
Language Processing (ICSLP 2000),
Beijing, China, Oct. 16-20, 2000.
"Local stability analysis of flexible independent component
analysis algorithm,"
in Proceedings of the IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP),
Istanbul, Turkey, pp. 3426-3429, June 5-9, 2000.
"Factorial code representation of faces for recognition,"
Lecture Notes in Computer Science 1811, Biologically Motivated
Computer Vision,
S. -W. Lee, H. H. Bulthoff, and T. Poggio, Eds., pp. 42-51,
Springer, 2000.
1999
"Blind separation of delayed and superimposed acoustic sources:
Learning algorithm and experimental study,"
in Proceedings of the International Conference on Speech Processing (ICSP'99),
pp. 109-114, August 18-20 1999.
"Acoustic source separation: Fundamental issues,"
in Proceedings of the International Conference on Speech Processing (ICSP'99),
pp. 505-510, August 18-20 1999.
"A CASA front-end using the localization cue for segregation and
then cocktail-party speech recognition,"
in Proceedings of the International Conference on Speech Processing (ICSP'99),
pp. 97-102, August 18-20 1999.
"Constrained minimum entropy and maximum negentropy for
blind deconvolution and equalization,"
in Proceedings of the International Conference on Telecommunications (ICT'99),
pp. 13-17, June 15-18, 1999.
"A hybrid learning approach to blind deconvolution of MIMO systems,"
in Proceedings of the IEEE Signal Processing
Workshop on Higher-order Statistics (HOS'99),
Ceasarea, Israel, pp. 292-295, June 14-16, 1999.
"Two spatio-temporal decorrelation learning algorithms and
their application to multichannel blind deconvolutioin,"
in Proceedings of the IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP),
Phoenix, Arizona, pp. 1085-1088, March 15-19 1999.
"Nolinear dynamic independent component analysis using state-space
and neural network models,"
in Proceedings of the International Workshop on Independent Component Analysis and
Blind Signal Separation (ICA'99),
Aussois, France, pp. 99-104, January 11-15 1999.
"Natural gradient learning with a nonholonomic constraint for
blind deconvolution of multiple channels,"
in Proceedings of the International Workshop on Independent Component Analysis and
Blind Signal Separation (ICA'99),
Aussois, France, pp. 371-376, January 11-15 1999.
1998
"Blind equalization of SIMO channels via spatio-temporal
anti-Hebbian learning rule,"
in Proceedings of the IEEE Workshop on Neural Networks for '
Signal Processing (NNSP'98),
pp. 93-102, Cambridge, England, 31 August - 3 September 1998.
"Flexible independent component analysis,"
in Proceedings of the IEEE Workshop on Neural Networks
for Signal Processing (NNSP'98),
pp. 83-92, Cambridge, England, 31 August - 3 September 1998.
"On-line sequential multichannel blind deconvolution: A deflation approach,"
in Proceedings of the IEEE DSP Workshop, pp. 159-162,
Utah, August 9-12 1998.
1997
"Self-adaptive independent compoenent analysis for sub-Gaussian and
super-Gaussian mixtures with unknown number of source signals,"
in Proceedings of the NOLTA'97, Hawaii, pp. 731-734, November 1997.
"Natural gradient learning algorithms for decorrelation,"
in Progress in Connectionist-Based Information Systems,
N. Kasabov, R. Kozma, K. Ko, R. O'shea, T. Gedeon, eds.,
vol. 1, pp. 645-648, 1997.
"Adaptive blind deconvolution and equalization with self-adaptive
nonlinearities: An information-theoretic approach,"
in Progress in Connectionist-Based Information Systems,
N. Kasabov, R. Kozma, K. Ko, R. O'shea, T. Gedeon, eds.,
vol. 1, pp. 641-644, 1997.
"Adaptive blind separation of speech signals: Cocktail party problem"
in Proceedings of the International Conference on Speech Processing (ICSP'97),
pp. 617-622, 26-28 August 1997
"Blind signal deconvolution by spatio-temporal decorrelation and demixing,"
in Neural Networks for Signal Processing VII,
J. Principe, L. Gile, N. Morgan, and E. Wilson, eds.,
pp. 426-435, September 1997.
"A linear feedforward neural network with lateral feedback
connections for blind source separation,"
in Proceedings of the IEEE Signal Processing Workshop on Higher-order Statistics (HOS'97),
Banff, Canada, pp. 349-353, July 21-23 1997.
"An adaptive system for direct multi-channel blind equalization,"
in Proceedings of the The First Signal Processing Workshop on Signal Processing
Advances in Wireless Communications (SPAWC'97),
Paris, France, pp. 85-88, 16-18 April 1997.
"A learning algorithm for the separation of non-zero skewness
signals with no spurious equilibria,"
in Proceedings of the The Fifth European Symposim on Artificial Neural Networks (ESANN'97),
Bruges, Belgium, pp. 249-254, 16-18 April 1997.
1996
"A direct adaptive blind equalizer for multi-channel transmission,"
in 1996 Neural Information Processing Systems (NIPS) Workshop
on Blind Signal Processing and its Applications,
Snowmass, Colorado, December 1996.
"Two-stage neural network for blind sources separation,"
in Proceedings of the the Midwest Symposium on Circuits and Systems,
Ames, Iowa, pp. 827-830, August 1996.
1994
"Contrast enhancement of missile data through image sequence
stabilization and product correlation,"
in Proceedings of the the IS\&T/SPIE Symposium on Electronic
Imaging: Science and Technology,
San Jose, California, Feb. 1994.