2005 IEEE International Conference on Acoustics, Speech, and Signal Processing
March 18-23, 2005 • Pennsylvania Convention Center/Marriott Hotel • Philadelphia, PA, USA
ICASSP
30th Anniversary
MLSP-P2: Learning Theory and Classification |
| Session Type: Poster |
| Time: Tuesday, March 22, 15:30 - 17:30 |
| Location: CC: Poster 8 |
| Chair: Danilo Mandic, Imperial College |
| MLSP-P2.1: AN IMPROVEMENT TO THE NATURAL GRADIENT LEARNING ALGORITHM FOR MULTILAYER PERCEPTRONS |
| Michael Bastian; Utah State University |
| Jacob Gunther; Utah State University |
| Todd Moon; Utah State University |
| MLSP-P2.2: ON NONLINEAR MODULAR NEURAL FILTERS |
| Mo Chen; Imperial College London |
| Danilo Mandic; Imperial College London |
| Temujin Gautama; K.U. Leuven, Campus Gasthuisberg |
| Mark Van Hulle; K.U. Leuven, Campus Gasthuisberg |
| MLSP-P2.3: SUPERVISED TRAINING OF ADAPTIVE SYSTEMS WITH PARTIALLY LABELED DATA |
| Deniz Erdogmus; Oregon Graduate Institute, OHSU |
| Yadunandana Rao; Motorola Inc. |
| Jose Principe; University of Florida |
| MLSP-P2.4: THE LAPLACIAN SPECTRAL CLASSIFIER |
| Robert Jenssen; University of Tromsø |
| Deniz Erdogmus; University of Florida |
| Jose Principe; University of Florida |
| Torbjørn Eltoft; University of Tromsø |
| MLSP-P2.5: A LOGISTIC REGRESSION MODEL FOR SMALL SAMPLE CLASSIFICATION PROBLEMS WITH HIDDEN VARIABLES AND NON-LINEAR RELATIONSHIPS: AN APPLICATION IN BUSINESS ANALYTICS |
| Aleksandra Mojsilovic; IBM T. J. Watson Research Center |
| MLSP-P2.6: WHITENING SPACIAL CORRELATION FILTERING FOR HYPERSPECTRAL ANOMALY DETECTION |
| Jean-Michel Gaucel; Institut Fresnel / CNRS UMR 6133 - EGIM |
| Mireille Guillaume; Institut Fresnel / CNRS UMR 6133 - EGIM |
| Salah Bourennane; Institut Fresnel / CNRS UMR 6133 - EGIM |
| MLSP-P2.7: GAUSS MIXTURE IMAGE CLASSIFICATION FOR THE LINEAR IMAGE TRANSFORMS |
| Kivanc Ozonat; Stanford University |
| Robert M. Gray; Stanford University |
| MLSP-P2.8: A GENERALIZED MULTIPLE INSTANCE LEARNING ALGORITHM FOR LARGE SCALE MODELING OF MULTIMEDIA SEMANTICS |
| Milind Naphade; IBM T. J. Watson Research Center |
| John Smith; IBM T. J. Watson Research Center |
| MLSP-P2.9: A HYBRID GENETIC ALGORITHM APPROACH FOR IMPROVING THE PERFORMANCE OF THE LF-ASD BRAIN COMPUTER INTERFACE |
| Mehrdad Fatourechi; University of British Columbia |
| Ali Bashashati; University of British Columbia |
| Rabab K. Ward; University of British Columbia |
| Gary E. Birch; Neil Squire Foundation |
| MLSP-P2.10: EXTENDING GENETIC PROGRAMMING FOR MULTI-CLASS CLASSIFICATION BY COMBINING K-NEAREST NEIGHBOR |
| Liang Zhang; University of Liverpool |
| Lindsay Jack; University of Liverpool |
| Asoke K. Nandi; University of Liverpool |
| MLSP-P2.11: OPTIMAL ESTIMATION OF FEED-FOWARD-CONTROLLED LINEAR SYSTEMS |
| Caleb Kemere; Stanford University |
| Teresa Meng; Stanford University |
| MLSP-P2.12: COMBINING CLASSIFIERS WITH DIFFERENT FOOTSTEP FEATURE SETS AND MULTIPLE SAMPLES FOR PERSON IDENTIFICATION |
| Jaakko Suutala; University of Oulu |
| Juha Röning; University of Oulu |
| MLSP-P2.13: A COMPARISON OF EM AND GMVQ IN ESTIMATING GAUSS MIXTURES: APPLICATION TO PROBABILISTIC IMAGE RETRIEVAL |
| Sangoh Jeong; Stanford University |
| Robert M. Gray; Stanford University |
| MLSP-P2.14: ADAPTIVE FRÉCHET KERNEL BASED SUPPORT VECTOR MACHINE FOR TEXT DETECTION |
| Shiyan Hu; Polytechnic University |
| Minya Chen; Polytechnic University |