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1. Speech Dimensionality Analysis on Hypercubical Self-Organizing Maps
2. Independent Component Analysis for Non-Normal Factor Analysis
3. Methods for Exploratory Cluster Analysis
4. Blind Decomposition of Multimodal Evoked Responses and DC Fields
5. Serum Cortisol Levels in Goats Exhibit Seasonal but not Daily Rhythmicity
6. Analyzing Bird Song Syllables on the Self-Organizing Map
7. Self-Organized Maps of Sensory Events
8. Learning Metrics for Information Visualization
9. On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models
10. Unlimited Vocabulary Speech Recognition Based on Morphs Discovered in an Unsupervised Manner
11. On Lexicon Creation for Turkish LVCSR
12. Word Splitting for Turkish LVCSR
13. Unsupervised Segmentation of Words Using Prior Distributions of Morph Length and Frequency
14. Associative Clustering to Find Dependencies Between Expression Profiles and Transcription Factor Binding
15. Modeling Receptive Felds with Non-Negative Sparse Coding
16. Can Relevance be Inferred from Eye Movements in Information Retrieval ?
17. Discriminative Clustering in Fisher Metrics
18. Interpreting Neural Response Variability as Monte Carlo Sampling of the Posterior
19. Evaluation of Features for Defect Image Retrieval
20. Defect Image Classification and Retrieval with MPEG-7 Descriptors
21. Content-Based Retrieval of Surface Defect Images with MPEG-7 Descriptors
22. Methods for Adaptive Combination of Classifiers with Application to Recognition of Handwritten Characters
23. Towards Context Awareness Using Symbol Clustering Map
24. Misinterpretations When Using Matlab in DSP Education
25. Finding Profiles of Forest Nutrition by Clustering of the Self-Organizing Map
26. On the Decomposition of the Self-Organizing Map Distortion Measure
27. Comparison of Classifier Selection Methods for Improving Committee Performance
28. Icasso: Software for Investigating the Reliability of ICA Estimates by Clustering and Visualization
29. A Hierarchical Approach to Learning Context and Facilitating User Interaction in Mobile Devices
30. Analysis of Mobile Radio Access Network Using the Self-Organizing Map
31. Self-Organizing Operator Maps in Complex System Analysis
32. Extensions of ICA as Models of Natural Images and Visual Processing
33. Bubbles: A Unifying Framework for Low-Level Statistical Properties of Natural Image Sequences
34. Connection Between Multilayer Perceptrons and Regression Using Independent Component Analysis
35. Independent Component Analysis of Nondeterministic fMRI Signal Sources
36. Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Lecture Notes in Computer Science 2714
37. Independent Component Analysis for Artefact Separation in Astrophysical Images
38. Blind Separation of Positive Sources Using Non-Negative PCA
39. Inter-Query Relevance Learning in PicSOM for Content-Based Image Retrieval
40. Probability Interpretation of Distributions on SOM Surfaces
41. Unsupervised Learning in Human-Computer Interfaces
42. Kielen sävyt ja tulkinnan moniulotteisuus
43. Adaptive and Visual Map Interface for Document Collections
44. Framework for Modeling Partial Conceptual Autonomy of Adaptive and Communicating Agents
45. Shared Means and Meaning in Vocal Expression of Man and Macaque
46. Automatic Blink Detection: A Method for Differentiation of Wake and Sleep of Intellectually Disabled and Healthy Subjects in Long-Term Ambulatory Monitoring
47. An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM
48. Using Long-Term Learning to Improve Efficiency of Content-Based Image Retrieval
49. Simple-Cell-Like Receptive Fields Maximize Temporal Coherence in Natural Video
50. Temporal and Spatiotemporal Coherence in Simple-Cell Responses: A Generative Model of Natural Image Sequences
51. Using Image Segments in PicSOM CBIR System
52. Identifying Differentially Expressed Genes with Bootstrap-Based Testing
53. Identifying Differentially Expressed Genes
54. The Evolving Tree, a New Kind of Self-Organizing Neural Network
55. Trustworthiness and Metrics in Visualizing Similarity of Gene Expression
56. Discriminative Clustering
57. Informative Discriminant Analysis
58. Discriminative Clustering: Vector Quantization in Learning Metrics
59. Regularized Discriminative Clustering
60. Final Technical Report on Linear ICA
61. Final Technical Report on BSS Models and Methods for Non-Independent BSS
62. Technical Report on Separation Methods for Nonlinear Mixtures
63. Accelerating Cyclic Update Algorithms for Parameter Estimation by Pattern Searches
64. Hierarchical Models of Variance Sources
65. Nonlinear Blind Source Separation by Variational Bayesian Learning
66. Advances in Nonlinear Blind Source Separation
67. Missing Values in Hierarchical Nonlinear Factor Analysis
68. Inter-Cell Interference Cancellation in CDMA Array Systems by Independent Component Analysis
69. Nonlinear Independent Factor Analysis by Hierarchical Models
70. On-line Variational Bayesian Learning
71. Gradient Based Method for Symmetric and Asymmetric Multiagent Reinforcement Learning
72. Asymmetric Multiagent Reinforcement Learning
73. Policy Gradient Method for Multiagent Reinforcement Learning
74. ICA Features of Image Data in One, Two and Three Dimensions
75. Examining the Dependencies Between ICA Features of Image Data
76. Word Sense Disambiguation with THESSOM
77. Using Conceptual Decision Model in a Case Study
78. Decision Concepts
79. Conceptual Decision Model
80. Novel Application of Bayesian Approach to level A in Vitro-in Vivo Correlation (IVIVC) Model for Levosimendan Modified-Release Capsules
81. Using the LogSig-function to Iintegrate Expert Knowledge to Self-Organizing Map (SOM) Based Analysis
82. Automatic Extraction of Simple Features from Process Data
83. Clustering of Human Endogenous Retrovirus Sequences with Median Self-Organizing Map
84. Bibliography of Self-Organizing Map SOM) Papers: 1998-2001 Addendum
85. Experiments with Linear and Nonlinear Feature Transformations in HMM Based Phone Recognition
86. Feature Transformations and Combinations for Improving ASR Performance
87. Self-Organizing Map of Symbol Strings with Smooth Symbol Averaging
88. A State-Space Method for Language Modeling
89. Topic Identification in Dynamical Text by Complexity Pursuit
90. A Simple Algorithm for Topic Identification in 0-1 Data
91. Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data
92. Simulation Model for Gene Expression Data
93. Temporal Coherence, Natural Image Sequences, and the Visual Cortex
94. A Two-Layer Temporal Generative Model of Natural Video Exhibits Complex-Cell-Like Pooling of Simple Cell Outputs
95. Exploiting Independence to Cancel Interferences due to Adjacent Cells in a DS-CDMA System
96. Bayes Blocks Software Library
97. Finding Recurrent Sources in Sequences
98. Beyond Independence: Probabilistic Methods for Query Approximation on Binary Transaction Data
99. Discovering All Most Specific Sentences
100. Fragments of Order
101. Rule Discovery and Probabilistic Modeling for Onomastic Data
102. The Pattern Ordering Problem
103. A Structural GEM for Learning Logical Hidden Markov Models
104. Towards Discovering Structural Signatures of Protein Folds based on Logical Hidden Markov Models
105. Counterintuitiveness as the Hallmark of Religiosity
106. Visualizations for Assessing Convergence and Mixing of MCMC
107. Visualizing High-Dimensional Posterior Distributions in Bayesian Modeling
108. Associative Clustering by Maximizing a Bayes Factor
109. A Bayesian Approach to Overlearning in ICA
110. Simulating Language Learning in Community of Agents Using Self-Organizing Maps
111. Emergence of Linguistic Representations by Independent Component Analysis
112. Relevance Feedback from Eye Movements for Proactive Information Retrieval
113. Finite Sequential Information Bottleneck (fsIB)
114. A Computational Model of Visual Attention
115. CinemaSense Portal and Neural Network Analysis Method for Supporting Students of Linguistic Minorities in Distance Learning
116. Introduction to Special Issue on Independent Component Analysis
117. Decreased Production of Reactive Oxygen Species by Blood Monocytes Caused by Clozapine Correlates with EEG Slowing in Schizophrenic Patients
118. Conceptual Decision Model
119. Content-Based Browsing of Mail-Order Catalogue with PicSOM System