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1. Model-Independent Bounding of the Supports of Boolean Formulae in Binary Data
2. An Automated Report Generation Tool for the Data Understanding Phase
3. Hierarchical Models of Variance Sources
4. Exploring Dependencies Between Yeast Stress Genes and their Regulators
5. Bird Song Recognition Based on Syllable Histograms
6. Classification of the Harmonic Structure in Bird Vocalization
7. Comparison of ML, MAP, and VB Based Acoustic Models in Large Vocabulary Speech Recognition
8. Associative Clustering
9. Analysis of Auditory fMRI Recordings via ICA: A Study on Consistency
10. Dependencies Between Tanscription Factor Binding Sites: Comparison Between ICA, NMF, PLSA and Frequent Sets
11. Learning to Read Between the Lines: The Aspect Bernoulli Model
12. Using SOM-Based Data Binning to Support Supervised Variable Selection
13. Visualization of a Pharmaceutical Unit Operation: Wet Granulation
14. Mining Massive Document Collections by the WEBSOM Method
15. Use of Image Subset Features in Image Retrieval with Self-Organizing Maps
16. Task-Based User Evaluation of Content-Based Image Database Browsing Systems
17. Entropy-Based Measures for Clustering and SOM Topology Preservation Applied to Content-Based Image Indexing and Retrieval
18. Class Distributions on SOM Surfaces for Feature Extraction and Object Retrieval
19. Differentially Expressed Genes in Non-Small Cell Lung Cancer (NSCLC).Expression Profiling of Cancer-Related Genes in Squamous Cell Lung Cancer
20. Evaluation of Forest Nutrition Based on Large-Scale Foliar Surveys: Are Nutrition Profiles the Way of the Future?
21. Caveolins as Tumor Markers in Lung Cancer Detected by Combined Use of cDNA and Tissue Microarrays
22. Sparse Regression for Analyzing the Development of Foliar Nutrient Concentrations in Coniferous Trees
23. Learning Linear Dependency Trees from Multivariate Time-series Data
24. Geometric and Combinatorial Tiles in 0-1 Data
25. Dense Itemsets
26. Post-Nonlinear Independent Component Analysis by Variational Bayesian Learning
27. Bayesian versus Constrained Structure Approaches for Source Separation in Post-Nonlinear Mixtures
28. Nonlinear Dynamical Factor Analysis for State Change Detection
29. Gaussian Process Regression with Fluid Hyperpriors
30. Subspace Clustering of Binary Data - A Probabilistic Approach
31. Content-Based Retrieval of Surface Defect Images with PicSOM
32. A Novel Shape Feature for Image Classification and Retrieval
33. A Novel Self-Organizing Neural Network for Defect Image Classification
34. Content-Based Image Retrieval of Web Surface Defects with PicSOM
35. SOM-based System for Web Surface Inspection
36. Validating the Independent Components of Neuroimaging Time-Series via Clustering and Visualization
37. Touch Detection System for Mobile Terminals
38. Sensor Signal Data Set for Exploring Context Recognition of Mobile Devices
39. Duration Modeling Techniques for Continuous Speech Recognition
40. Using Phone Durations in Finnish Large Vocabulary Continuous Speech Recognition
41. Sequential Information Bottleneck for Finite Data
42. Improved Learning of Riemannian Metrics for Exploratory Data Analysis
43. Asymmetric Multiagent Reinforcement Learning
44. Hybrid Model for Multiagent Reinforcement Learning
45. Asymmetric Multiagent Reinforcement Learning in Pricing Applications
46. Policy Gradient Method for Team Markov Games
47. Gradient Descent for Symmetric and Asymmetric Multiagent Reinforcement Learning
48. Principle of Learning Metrics for Data Analysis
49. Neuro Computing in Knowledge-Based Decision Support Systems
50. Using Self-Organizing Map in a Computerized Decision Support System
51. Decision Concepts
52. Induction of a Simple Morphology for Highly-Inflecting Languages
53. Morpheme Segmentation Gold Standards for Finnish and English
54. Using Kernel PCA for Initialisation of Variational Bayesian Nonlinear Blind Source Separation Method
55. Variational Learning and Bits-Back Coding: An Information-Theoretic View to Bayesian Learning
56. Approximating Nonlinear Transformations of Probability Distributions for Nonlinear Independent Component Analysis
57. On Text-Based Estimation of Document Relevance
58. Trial Report on Self-Organizing Map based Analysis Tool for Radio Networks
59. Decoder Issues in Unlimited Finnish Speech Recognition
60. Grouping and Visualizing Human Endogenous Retroviruses by Bootstrapping Median Self-organizing Maps
61. The Go-Playing Program Called Go81
62. Partially Observed Values
63. Relevance Feedback from Eye Movements for Proactive Information Retrieval
64. Online Algorithm for the Self-Organizing Map of Symbol Strings
65. An Evaluation of a Spoken Document Retrieval Baseline System in Finnish
66. Language Modeling Structures in Audio Transcription for Retrieval of Historical Speeches
67. Independent Component Analysis and Beyond
68. A "Non-negative PCA" Algorithm for Independent Component Analysis
69. Blind Separation of Positive Sources by Globally Convergent Gradient Search
70. Guest Editorial - Special issue on information theoretic learning
71. Blind Source Separation: Neural Net Principles and Applications
72. Patterns, Clusters, and Components - What Data is Made of
73. Time Series Benchmarking Competition: The CATS Benchmark
74. Finding Clusters and Components by Unsupervised Learning
75. The Evolving Tree - a Novel Self-Organizing Network for Data Analysis
76. A FastICA Algorithm for Non-Negative Independent Component Analysis
77. Applications of Independent Component Analysis
78. Advances in Blind Source Separation (BSS) and Independent Component Analysis (ICA) for Nonlinear Mixtures
79. Evaluation of Linguistic Features for Word Sense Disambiguation with Self-Organized Document Maps
80. Semi-Blind Interference Suppression on Coherent Multipath Environments
81. A Denoising Source Separation Based Approach to Interference Cancellation for DS-CDMA Array Systems
82. Blind Source Separation for Interference Cancellation - A Comparision of Several Spatial and Temporal Statistics Based Techniques
83. Wrist Actigraphy in Estimation of Sleep and Wake in Intellectually Disabled Subjects with Motor Handicaps
84. Linguistic Feature Extraction using Independent Component Analysis
85. Document Maps for Competence Management
86. Assessing Similarity of Emergent Representations Based on Unsupervised Learning
87. Framework for Modeling Emotions in Communities of Agents
88. Independent Component Analysis of Word Contexts and Comparison with Traditional Categories
89. Word Category Maps based on Emergent Features Created by ICA
90. A Model for Analyzing Dependencies Between Two ICA Features in Natural Images
91. Natural Image Patch Statistics Conditioned on Acitivity of an Independent Component
92. Blind Source Separation Techniques for Decomposing Event Related Brain Signals
93. Independent Component Analysis Decomposition of Structural MRI
94. Unsupervised MRI Tissue Classification by Support Vector Machines
95. Double Quantization of the Regressor Space for Long-Term Time Series Prediction: Method and Proof of Stability
96. Mutual Information for the Selection of Relevant Variables in Spectrometric Nonlinear Modeling
97. Business Plans Classification with Locally Pruned Lazy Learning Models
98. Fast Bootstrap Applied to LS-SVM for Long Term Prediction of Time Series
99. Fast Bootstrap for Least-Square Support Vector Machines
100. Robust Time Series Prediction Using KIII Model
101. DSS Matlab Package, software package
102. The Evolving Tree Software Package
103. Self-Organizing Tactile Maps
104. Two-Way Latent Grouping Model for User Preference Prediction
105. Accurate, Fast and Stable Denoising Source Separation Algorithms
106. Clustered Segmentations
107. Approximating a Collection of Frequent Sets
108. Relational Link-Based Ranking
109. Bayesian Inference of Independent Components from Elliptical Stellar Population Spectra
110. Spectral Color Picking Technique Using Nonlinear PCA
111. Portable electronic device and method for determining its context