Conferences in DBLP

International Conference on Machine Learning and Applications (icmla)
2009 (conf/icmla/2009)

1. 
   Learning Probabilistic Structure Graphs for Classification and Detection of Object Structures. [Citation Graph (, )][DBLP]
   
   
2. 
   Linear Representation Learning Using Sphere Factor Analysis. [Citation Graph (, )][DBLP]
   
   
3. 
   Study of Bidimensional Empirical Mode Decomposition Method for Various Radial Basis Function Surface Interpolators. [Citation Graph (, )][DBLP]
   
   
4. 
   Exploring Scale-Induced Feature Hierarchies in Natural Images. [Citation Graph (, )][DBLP]
   
   
5. 
   Robust Target Localization and Segmentation Using Graph Cut, KPCA and Mean-Shift. [Citation Graph (, )][DBLP]
   
   
6. 
   Mahalanobis Distance Based Non-negative Sparse Representation for Face Recognition. [Citation Graph (, )][DBLP]
   
   
7. 
   Learning American English Accents Using Ensemble Learning with GMMs. [Citation Graph (, )][DBLP]
   
   
8. 
   A Syllable-Level Probabilistic Framework for Bird Species Identification. [Citation Graph (, )][DBLP]
   
   
9. 
   Learning Deep Neural Networks for High Dimensional Output Problems. [Citation Graph (, )][DBLP]
   
   
10. 
    Video Copy Detection Using Temporally Informative Representative Images. [Citation Graph (, )][DBLP]
    
    
11. 
    Dominant Audio Descriptors for Audio Classification and Retrieval. [Citation Graph (, )][DBLP]
    
    
12. 
    A Hybrid Method of Genetic Algorithms and Ant Colony Optimization to Solve the Traveling Salesman Problem. [Citation Graph (, )][DBLP]
    
    
13. 
    A Multiobjective Genetic Fuzzy System for Obtaining Compact and Accurate Fuzzy Classifiers with Transparent Fuzzy Partitions. [Citation Graph (, )][DBLP]
    
    
14. 
    Randomized and Rank Based Differential Evolution. [Citation Graph (, )][DBLP]
    
    
15. 
    A Genetic Algorithm that Incorporates an Adaptive Mutation Based on an Evolutionary Model. [Citation Graph (, )][DBLP]
    
    
16. 
    Exact Graph Structure Estimation with Degree Priors. [Citation Graph (, )][DBLP]
    
    
17. 
    Estimating an Optimal Correlation Structure from Replicated Molecular Profiling Data Using Finite Mixture Models. [Citation Graph (, )][DBLP]
    
    
18. 
    Community Structure Identification: A Probabilistic Approach. [Citation Graph (, )][DBLP]
    
    
19. 
    Conditional Prediction Intervals for Linear Regression. [Citation Graph (, )][DBLP]
    
    
20. 
    Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule. [Citation Graph (, )][DBLP]
    
    
21. 
    Outlier Detection with One-Class Classifiers from ML and KDD. [Citation Graph (, )][DBLP]
    
    
22. 
    Discovering Characterization Rules from Rankings. [Citation Graph (, )][DBLP]
    
    
23. 
    ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approximation. [Citation Graph (, )][DBLP]
    
    
24. 
    An Incremental Model Selection Algorithm Based on Cross-Validation for Finding the Architecture of a Hidden Markov Model on Hand Gesture Data Sets. [Citation Graph (, )][DBLP]
    
    
25. 
    Discriminative Multi-stream Discrete Hidden Markov Models. [Citation Graph (, )][DBLP]
    
    
26. 
    Regularizing the Local Similarity Discriminant Analysis Classifier. [Citation Graph (, )][DBLP]
    
    
27. 
    Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning. [Citation Graph (, )][DBLP]
    
    
28. 
    Graph Propositionalization for Random Forests. [Citation Graph (, )][DBLP]
    
    
29. 
    An Instance-Based Learning Approach for Available-Memory Non-minimal Cost-Bounded Search. [Citation Graph (, )][DBLP]
    
    
30. 
    Finding Answer Passages with Rank Optimizing Decision Trees. [Citation Graph (, )][DBLP]
    
    
31. 
    Hierarchical Stability-Based Model Selection for Clustering Algorithms. [Citation Graph (, )][DBLP]
    
    
32. 
    A New Incremental Pairwise Clustering Algorithm. [Citation Graph (, )][DBLP]
    
    
33. 
    Sequence Segmentation via Clustering of Subsequences. [Citation Graph (, )][DBLP]
    
    
34. 
    Feature Selection with Imbalanced Data for Software Defect Prediction. [Citation Graph (, )][DBLP]
    
    
35. 
    Wrapper-Based Feature Ranking for Software Engineering Metrics. [Citation Graph (, )][DBLP]
    
    
36. 
    A Novel Domain-Specific Feature Extraction Scheme for Arabic Handwritten Digits Recognition. [Citation Graph (, )][DBLP]
    
    
37. 
    Knowledge Transfer for Feature Generation in Document Classification. [Citation Graph (, )][DBLP]
    
    
38. 
    Semantic Word Spaces for Robust Role Labeling. [Citation Graph (, )][DBLP]
    
    
39. 
    Learning Context Free Grammars by Using SAT Solvers. [Citation Graph (, )][DBLP]
    
    
40. 
    Label Propagation on K-partite Graphs. [Citation Graph (, )][DBLP]
    
    
41. 
    Structured Prediction with Relative Margin. [Citation Graph (, )][DBLP]
    
    
42. 
    Comparative Analysis of Support Vector Machines Based on Linear and Quadratic Optimization Criteria. [Citation Graph (, )][DBLP]
    
    
43. 
    Incremental and Decremental Multi-category Classification by Support Vector Machines. [Citation Graph (, )][DBLP]
    
    
44. 
    Transformation Learning Via Kernel Alignment. [Citation Graph (, )][DBLP]
    
    
45. 
    The Neuro Slot Car Racer: Reinforcement Learning in a Real World Setting. [Citation Graph (, )][DBLP]
    
    
46. 
    Sensitivity Analysis of POMDP Value Functions. [Citation Graph (, )][DBLP]
    
    
47. 
    Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs. [Citation Graph (, )][DBLP]
    
    
48. 
    Exploiting Domain Symmetries in Reinforcement Learning with Continuous State and Action Spaces. [Citation Graph (, )][DBLP]
    
    
49. 
    Theoretical and Empirical Analysis of Reward Shaping in Reinforcement Learning. [Citation Graph (, )][DBLP]
    
    
50. 
    Multiagent Transfer Learning via Assignment-Based Decomposition. [Citation Graph (, )][DBLP]
    
    
51. 
    Clustering and Naive Bayesian Approaches for Situation-Aware Recommendation on Mobile Devices. [Citation Graph (, )][DBLP]
    
    
52. 
    Ranking Electrical Feeders of the New York Power Grid. [Citation Graph (, )][DBLP]
    
    
53. 
    Conditional Random Fields for Rock Characterization Using Drill Measurements. [Citation Graph (, )][DBLP]
    
    
54. 
    Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. [Citation Graph (, )][DBLP]
    
    
55. 
    Estimating the Odometry Error of a Mobile Robot by Neural Networks. [Citation Graph (, )][DBLP]
    
    
56. 
    Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling. [Citation Graph (, )][DBLP]
    
    
57. 
    Enabling Efficient Time Series Analysis for Wearable Activity Data. [Citation Graph (, )][DBLP]
    
    
58. 
    ELM-Based Intelligent Resource Selection for Grid Scheduling. [Citation Graph (, )][DBLP]
    
    
59. 
    An Extended Version of the NLMF Algorithm Based on Proportionate Krylov Subspace Projections. [Citation Graph (, )][DBLP]
    
    
60. 
    Statistical Decision Making for Authentication and Intrusion Detection. [Citation Graph (, )][DBLP]
    
    
61. 
    Genetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance Classification. [Citation Graph (, )][DBLP]
    
    
62. 
    Spectral Clustering and Feature Selection for Microarray Data. [Citation Graph (, )][DBLP]
    
    
63. 
    Differentially Expressed Gene Identification Based on Separability Index. [Citation Graph (, )][DBLP]
    
    
64. 
    Application of Inductive Confidence Machine to ICMLA Competition Data. [Citation Graph (, )][DBLP]
    
    
65. 
    Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers Challenge. [Citation Graph (, )][DBLP]
    
    
66. 
    Feature Selection in Cancer Classification from mRNA Data Based on Localized Dimension Reduction. [Citation Graph (, )][DBLP]
    
    
67. 
    Using Bayesian Logistic Regression with High-Order Interactions to Model Radiation-Induced Toxicities Following Radiotherapy. [Citation Graph (, )][DBLP]
    
    
68. 
    Machine Learning for Modeling Dose-Related Organ-at-Risk Complications after Radiation Therapy. [Citation Graph (, )][DBLP]
    
    
69. 
    Machine Learning for Intra-Fraction Tumor Motion Modeling with Respiratory Surrogates. [Citation Graph (, )][DBLP]
    
    
70. 
    Markerless Fluoroscopic Gating for Lung Cancer Radiotherapy Using Generalized Linear Discriminant Analysis. [Citation Graph (, )][DBLP]
    
    
71. 
    A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis. [Citation Graph (, )][DBLP]
    
    
72. 
    Application of Machine Learning Techniques for Prediction of Radiation Pneumonitis in Lung Cancer Patients. [Citation Graph (, )][DBLP]
    
    
73. 
    Bayesian Network Learning for Detecting Reliable Interactions of Dose-Volume Related Parameters in Radiation Pneumonitis. [Citation Graph (, )][DBLP]
    
    
74. 
    Multi-Region Tracking for Lung Tumor Motion Assessment. [Citation Graph (, )][DBLP]
    
    
75. 
    Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data. [Citation Graph (, )][DBLP]
    
    
76. 
    Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk. [Citation Graph (, )][DBLP]
    
    
77. 
    Adaptive Thresholding based on SOM Technique for Semi-Automatic NPC Image Segmentation. [Citation Graph (, )][DBLP]
    
    
78. 
    Maximum Likelihood Logistic Regression Using Metaheuristics. [Citation Graph (, )][DBLP]
    
    
79. 
    Evaluation of Approaches for Dimensionality Reduction Applied with Naive Bayes Anti-Spam Filters. [Citation Graph (, )][DBLP]
    
    
80. 
    Towards a Classifying Artificial Immune System for Web Server Attacks. [Citation Graph (, )][DBLP]
    
    
81. 
    Contextual Analysis Processing Able to Interpret Coherence of Knowledge Representations Related to Reputation. [Citation Graph (, )][DBLP]
    
    
82. 
    Weighted Consensus Clustering for Identifying Functional Modules in Protein-Protein Interaction Networks. [Citation Graph (, )][DBLP]
    
    
83. 
    A New Performance Measure for Class Imbalance Learning. Application to Bioinformatics Problems. [Citation Graph (, )][DBLP]
    
    
84. 
    Cost-Sensitive Classification Based on Bregman Divergences for Medical Diagnosis. [Citation Graph (, )][DBLP]
    
    
85. 
    Dimensionality Reduction in Gene Expression Database through the Random Projection Method. [Citation Graph (, )][DBLP]
    
    
86. 
    Tanimoto Metric in Tree-SOM for Improved Representation of Mass Spectrometry Data with an Underlying Taxonomic Structure. [Citation Graph (, )][DBLP]
    
    
87. 
    Fast Discriminative Linear Models for Scalable Video Tagging. [Citation Graph (, )][DBLP]
    
    
88. 
    A Timing-Based Classification Method for Human Voice in Opera Recordings. [Citation Graph (, )][DBLP]
    
    
89. 
    Vocal Characteristics Classification of Audio Segments: An Investigation of the Influence of Accompaniment Music on Low-Level Features. [Citation Graph (, )][DBLP]
    
    
90. 
    Structured Prediction Models for Chord Transcription of Music Audio. [Citation Graph (, )][DBLP]
    
    
91. 
    An Image Clustering and Retrieval Framework Using Feedback-Based Integrated Region Matching. [Citation Graph (, )][DBLP]
    
    
92. 
    Towards a Class-Based Representation of Perceptual Tempo for Music Retrieval. [Citation Graph (, )][DBLP]
    
    
93. 
    A Parameter Determination System for Wind Turbines Based on Naive Bayes Classification Algorithm. [Citation Graph (, )][DBLP]
    
    
94. 
    An Expert System to Estimate the Capacity of Harvesting Energy from Biogas and its Capacity in TRNC. [Citation Graph (, )][DBLP]
    
    
95. 
    Using Genetic Algorithm for Finding Switching Angles of a Single-Phase Multilevel DC/AC Converter on Solar Modules. [Citation Graph (, )][DBLP]
    
    
96. 
    Development of an Intelligent Decision Support System for Determining the Efficiency of Shunt Active Power Filter. [Citation Graph (, )][DBLP]
    
    
97. 
    Estimation of Fuel Cell Life Time Using Latent Variables in Regression Context. [Citation Graph (, )][DBLP]
    
    
98. 
    A New Digital Control DC-DC Converter with Multi-layer Neural Network Predictor. [Citation Graph (, )][DBLP]
    
    
99. 
    Multi Agent Holonic Based Architecture for Communication and Learning about Power Demand in Residential Areas. [Citation Graph (, )][DBLP]
    
    
100. 
     Learning Disambiguation of Hindi Morpheme 'vaalaa' with a Sparse Corpus. [Citation Graph (, )][DBLP]
     
     
101. 
     Bagging Ranking Trees. [Citation Graph (, )][DBLP]
     
     
102. 
     A Hybrid Approach to Process Mining: Finding Immediate Successors of a Process by Using From-To Chart. [Citation Graph (, )][DBLP]
     
     
103. 
     Design of an Intelligent Decision Making System for a Travelling Wave Ultrasonic Motor. [Citation Graph (, )][DBLP]
     
     
104. 
     On the Complexity of General Solution DAGs. [Citation Graph (, )][DBLP]
     
     
105. 
     Learning Geographic Regions using Location Based Services in Next Generation Networks. [Citation Graph (, )][DBLP]
     
     
106. 
     Discretization Techniques and Genetic Algorithm for Learning the Classification Method PROAFTN. [Citation Graph (, )][DBLP]
     
     
107. 
     A New Competitive Strategy for Self Organizing Map Learning. [Citation Graph (, )][DBLP]
     
     
108. 
     A New Method for Learning Decision Trees from Rules. [Citation Graph (, )][DBLP]
     
     
109. 
     Evolution of Parameters for an Autonomous Canine Control Algorithm. [Citation Graph (, )][DBLP]
     
     
110. 
     Requirement Engineering Techniques Selection and Modeling. [Citation Graph (, )][DBLP]
     
     
111. 
     Text Classification Methodologies Applied to Micro-Text in Military Chat. [Citation Graph (, )][DBLP]
     
     
112. 
     Application of Artificial Neural Network (ANN) Method to Exergy Analysis of Thermodynamic Systems. [Citation Graph (, )][DBLP]
     
     
113. 
     Report Cards for Manholes: Eliciting Expert Feedback for a Learning Task. [Citation Graph (, )][DBLP]
     
     
114. 
     Alive on Back-feed Culprit Identification via Machine Learning. [Citation Graph (, )][DBLP]
     
     
115. 
     Mining Interesting Ratio Patterns over a Stream Sliding Window. [Citation Graph (, )][DBLP]
     
     
116. 
     A Supervised Time Series Feature Extraction Technique Using DCT and DWT. [Citation Graph (, )][DBLP]
     
     
117. 
     Classification in High-Dimensional Feature Spaces: Random Subsample Ensemble. [Citation Graph (, )][DBLP]
     
     
118. 
     An Ordinal Data Method for the Classification with Reject Option. [Citation Graph (, )][DBLP]
     
     
119. 
     A Novel Energy Saving and Power Production System Performance Analysis in Marine Power Plant Using Waste Heat. [Citation Graph (, )][DBLP]
     
     
120. 
     A Novel OCR System for Calculating Handwritten Persian Arithmetic Expressions. [Citation Graph (, )][DBLP]
     
     
121. 
     All-Monotony: A Generalization of the All-Confidence Antimonotony. [Citation Graph (, )][DBLP]
     
     
122. 
     Improving Prediction by Weighting Class Association Rules. [Citation Graph (, )][DBLP]
     
     
123. 
     Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor Classification. [Citation Graph (, )][DBLP]
     
     
124. 
     Clustering Similar Actions in Sequential Decision Processes. [Citation Graph (, )][DBLP]
     
     
125. 
     Discovering Rules from Disk Events for Predicting Hard Drive Failures. [Citation Graph (, )][DBLP]
     
     
126. 
     The Fuzzy Logic Control of a Multilevel Converter in a Variable Speed Wind Turbine. [Citation Graph (, )][DBLP]
     
     
127. 
     Grounding Symbols: Labelling and Resolving Pronoun Resolution with fLIF Neurons. [Citation Graph (, )][DBLP]
     
     
128. 
     Development of an Ontology of Learning Strategies and its Application to Generate Open Learner Models. [Citation Graph (, )][DBLP]
     
     
129. 
     Artificial Neural Networks Prognostic Evaluation of Post-Surgery Complications in Patients Underwent to Coronary Artery Bypass Graft Surgery. [Citation Graph (, )][DBLP]