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1. Latent Linguistic Codes for Morphemes using Independent Component Analysis
2. Advanced Analysis Methods for 3G Cellular Networks
3. Upper Bound for the Approximation Ratio of a Class of Hypercube Segmentation Algorithms
4. Gradient Descent for Symmetric and Asymmetric Multiagent Reinforcement Learning
5. Self-Organizing Map-Based Discovery and Visualization of Human Endogeneous Retroviral Sequence Groups
6. Discriminative Components of Data
7. Blind Interference Cancellation Scheme for DS-CDMA Systems
8. Combining Measurement Quality into Monitoring Trends in Foliar Nutrient Concentrations
9. Are N and S Deposition Altering the Chemical Composition of Norway Spruce and Scots Pine Needles in Finland?
10. Optimal Stopping and Constraints for Diffusion Models of Signals with Discontinuities
11. Use of Input Deformations with Brownian Motion Filters for Discontinuous Regression
12. Jacobi Alternative to Bayesian Evidence Maximization in Diffusion Filtering
13. Gaussian Processes of Nonlinear Diffusion Filtering
14. Optimal Ratio of Lamé Moduli with Application to Motion of Jupiter Storms
15. Unsupervised Variational Bayesian Learning of Nonlinear Models
16. Empirical Evidence of the Linear Nature of Magnetoencephalograms
17. Independent Variable Group Analysis in Learning Compact Representations for Data
18. Proceedings of the International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR'05), Espoo, Finland, June 15-17, 2005
19. Hierarchical Multiagent Reinforcement Learning in Markov Games
20. Multiresponse Sparse Regression with Application to Multidimensional Scaling
21. Visual Approach to Supervised Variable Selection by Self-Organizing Map
22. Self-Organizing Map Learning Nonlinearly Embedded Manifolds
23. Morphologically Motivated Language Models in Speech Recognition
24. Growing an n-Gram Model
25. Building Compact Language Models Incrementally
26. Retrieving Speech Correctly Despite the Recognition Errors
27. Methods for Combining Language Models in Speech Recognition
28. To Recover from Speech Recognition Errors in Spoken Document Retrieval
29. SpeechFind: Advances in Spoken Document Retrieval for a National Gallery of the Spoken Word
30. Speech Transcription and Spoken Document Retrieval in Finnish
31. SOM Based Decision Support in Failure Management
32. Inducing the Morphological Lexicon of a Natural Language from Unannotated Text
33. Morfessor and Hutmegs: Unsupervised Morpheme Segmentation for Highly-Inflecting and Compounding Languages
34. Unsupervised Morpheme Segmentation and Morphology Induction from Text Corpora Using Morfessor 1.0
35. Non-Parametric Dependent Components
36. Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework
37. L1CAM, INP10, P-cadherin, tPA and ITGB4 Over-Expression in Malignant Pleural Mesotheliomas Revealed by Combined Use of cDNA and Tissue Microarray
38. Boolean Formulas and Frequent Sets
39. New Pruning Criteria for Efficient Decoding
40. An Efficient One-pass Decoder for Finnish Large Vocabulary Continuous Speech Recognition
41. Explorative Modeling of Yeast Stress Response and its Regulation with gCCA and Associative Clustering
42. Integration of Transcription Factor Binding and Gene Expression by Associative Custering
43. Input Selection for Long-Term Prediction of Time Series
44. A SOM Based Approach for Visualization of GSM Network Performance Data
45. A Knowledge-Based Model for Analyzing GSM Network Performance
46. Nonlinear Relational Markov Networks with an Application to the Game of Go
47. Learning Nonlinear State-Space Models for Control
48. 'Say EM' for Selecting Probabilistic Models for Logical Sequences
49. Proceedings of the Workshop W9 on Reinforcement Learning in Nonstationary Environments, Porto, Portugal, 2005 (in conjunction with the 16th ECML and 9th PKDD, Oct. 3-7, 2005)
50. Contour Co-occurrence Matrix - A Novel Statistical Shape Descriptor
51. Shape-Based Co-occurrence Matrices for Defect Classification
52. Analyzing Large Image Databases with the Evolving Tree
53. The Evolving Tree, a Hierarchical Tool for Unsupervised Data Analysis
54. Examining the Behaviour of the Evolving Tree
55. Two-Way Latent Grouping Model for User Preference Prediction
56. A Quantization Watermarking Technique Robust to Linear and Non-Linear Valumetric Distortions Using a Fractal Set of Foating Quantizers
57. Security of DM Quantization Watermarking Scheme: A Practical Study for Digital Images
58. Influence des Vecteurs Caractéristiques en Stéganalyse par Séparateurs à Vastes Marges
59. On Adaptive Confidences for Critic-Driven Classifier Combining
60. Local Multidimensional Scaling with Controlled Tradeoff Between Trustworthiness and Continuity
61. Visualized Atlas of a Gene Expression Databank
62. Source Localization of Low- and High-Amplitude Alpha Activity: A Segmental and DSS Analysis
63. Nonstationary Nature of the Brain Activity as Revealed by EEG/MEG: Methodological, Practical and Conceptual Challenges
64. On Discriminative Joint Density Modeling
65. Implicit Relevance Feedback From Eye Movements
66. Expectation Maximization Algorithms for Conditional Likelihoods
67. Combining Eye Movements and Collaborative Filtering for Proactive Information Retrieval
68. Inferring Relevance from Eye Movements: Feature Extraction
69. Miten hermoverkkomallit selittävät kielen oppimista
70. Proceedings of Symposium on Adaptive Models of Knowledge, Language and Cognition (AMKLC'05).Espoo, Finland, June 15-17, 2005
71. Adaptive and Statistical Approaches in Conceptual Modeling
72. Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps
73. Fast Bootstrap Methodology for Model Selection
74. Nonlinear Time Series Prediction by Weighted Vector Quantization
75. Nonparametric Noise Estimation to Build Nonlinear Model in Chemometry
76. Input Selection and Function Approximation using the SOM: an Application to Spectrometric Modeling
77. Mutual Information and Gamma Test for Input Selection
78. Pruned Lazy Learning Models for Time Series Prediction
79. LS-SVM Hyperparameter Selection with a Nonparametric Noise Estimator
80. Mutual Information and k-Nearest Neighbors approximator for Time Series Predictions
81. Direct and Recursive Prediction of Time Series Using Mutual Information Selection
82. Input and Structure Selection for k-NN Approximator
83. Interactive Retrieval in Facial Image Database using Self-Organizing Maps
84. Emergence of Semantic Concepts in Visual Databases
85. Application of Self-Organizing Maps and Automatic Image Segmentation to 101 Object Categories Database
86. Approximated Cassification in Interactive Facial Image Retrieval
87. Semantic Annotation of Image Groups with Self-Organizing Maps
88. Partial Relevance in Interactive Facial Image Retrieval
89. Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-Organizing Maps
90. Self-Organizing Map Application for Retrieval of Man-Made Structures in Remote Sensing Data
91. Keyword-Detection Approach to Automatic Image Annotation
92. PicSOM Experiments in TRECVID 2005
93. Proceedings of KRBIO05, Symposium on Knowledge Representation in Bioinformatics, Espoo, Finland, June 15-17, 2005
94. From Learning Metrics Towards Dependency Exploration
95. User Models from Implicit Feedback for Proactive Information Retrieval
96. Proactive Information Retrieval by Monitoring Eye Movements
97. Discriminative Clustering of Yeast Stress Response
98. Associative Clustering for Exploring Dependencies between Functional Genomics Data Sets
99. A Hidden Markov Technique for Haplotype Reconstruction
100. Mining Chains of Relations
101. A Look at Aerosol Formation using Data Mining Techniques
102. Clustering Aggregation
103. Finding Partial Orders from Unordered 0-1 Data
104. Piecewise Constant Modeling of Sequential Data Using Reversible Jump Markov Chain Monte Carlo
105. Using Markov Chain Monte Carlo and Dynamic Programming for Event Sequence Data
106. Von Foerster Meets Kohonen - Approaches to Artificial Intelligence, Cognitive Science and Information Systems Development
107. In Search for Volta: Statistical Analysis of Word Patterns in Shakespeare's Sonnets
108. Self-Refreshing SOM as a Semantic Memory Model
109. Analysis of Interprofessional Collaboration in an Online Learning Environment using Self-Organizing Maps
110. Comparison of Independent Component Analysis and Singular Value Decomposition in Word Context Analysis
111. Research Nations
112. Finding Hidden Factors in Large Spatiotemporal Data Sets
113. Pointwise Organizing Projections
114. Expectation Maximization Algorithms for Conditional Likelihoods
115. Associative Clustering (AC): Technical Details
116. On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models
117. Frequency-Based Separation of Climate Signals
118. Semiblind Source Separation of Climate Data Detects El Niño as the Component with the Highest Interannual Variability
119. Independent Component Analysis of fMRI Group Studies by Self-Organizing Clustering
120. Independent Component Analysis.Japanese translation
121. Artifical Neural Networks: Biological Inspirations - ICANN 2005.Lecture Notes in Computer Science 3696
122. Artifical Neural Networks: Formal Models and Their Applications - ICANN 2005.Lecture Notes in Computer Science 3697
123. Cramér-Rao Lower Bound for Linear Independent Component Analysis
124. Projective Nonnegative Matrix Factorization for Image Compression and Feature Extraction
125. Denoising Source Separation
126. Constraint-Based Mining and Inductive Databases, Springer-Verlag LNCS Volume 3848
127. Parameter-Free Spatial Data Mining Using MDL
128. SOM Based Decision Support in Failure Management
129. Discriminative Clustering
130. Integrating Probe-Level Expression Changes Across Generations of Affymetrix Arrays
131. A Variational Bayesian Method for Rectified Factor Analysis
132. Emergence of Linguistic Features: Independent Component Analysis of Contexts
133. Musiikkiäänitteiden digitaalinen vanhentaminen
134. Questioning External and Internal Representation: The Case of Scientific Models