Conferences in DBLP

International Conference on Machine Learning and Applications (icmla)
2007 (conf/icmla/2007)

1. 
   Machine Learning for Information Management: Some Promising Directions. [Citation Graph (, )][DBLP]
   
   
2. 
   Technologies and Solutions for Trend Detection in Public Literature for Biomarker Discovery. [Citation Graph (, )][DBLP]
   
   
3. 
   Neural Networks with Complex-Valued Neurons for Recurrent and Feedforward Architectures. [Citation Graph (, )][DBLP]
   
   
4. 
   Learning in Biomedicine and Bioinformatics Using Affinity Propagation. [Citation Graph (, )][DBLP]
   
   
5. 
   Text Mining and Ontology Applications in Bioinformatics and GIS. [Citation Graph (, )][DBLP]
   
   
6. 
   Machine Learning Challenges in Chemoinformatics and Drug Screening and Design. [Citation Graph (, )][DBLP]
   
   
7. 
   Probabilistic Graphical Models-Theory, Algorithm, and Application. [Citation Graph (, )][DBLP]
   
   
8. 
   An optimization method for selecting parameters in support vector machines. [Citation Graph (, )][DBLP]
   
   
9. 
   Large Scale Classification with Support Vector Machine Algorithms. [Citation Graph (, )][DBLP]
   
   
10. 
    Modifying kernels using label information improves SVM classification performance. [Citation Graph (, )][DBLP]
    
    
11. 
    Evolving kernel functions for SVMs by genetic programming. [Citation Graph (, )][DBLP]
    
    
12. 
    Sparsity regularization path for semi-supervised SVM. [Citation Graph (, )][DBLP]
    
    
13. 
    Improving gene expression programming performance by using differential evolution. [Citation Graph (, )][DBLP]
    
    
14. 
    Using genetic programming for the induction of oblique decision trees. [Citation Graph (, )][DBLP]
    
    
15. 
    Extraction of minimum decision algorithm using rough sets and genetic algorithms. [Citation Graph (, )][DBLP]
    
    
16. 
    Design of Simple Limit Cycles with Recurrent Neural Networks for Oscillatory Control. [Citation Graph (, )][DBLP]
    
    
17. 
    Multi-Stages Genetic Algorithms: Introducing Temporal Structures to Facilitate Selection of Optimal Evolutionary Paths. [Citation Graph (, )][DBLP]
    
    
18. 
    A New Ant Evolution Algorithm to Resolve TSP Problem. [Citation Graph (, )][DBLP]
    
    
19. 
    An Efficient Constraint-Based Closed Set Mining Algorithm. [Citation Graph (, )][DBLP]
    
    
20. 
    Rare Itemset Mining. [Citation Graph (, )][DBLP]
    
    
21. 
    Semantic Partition Based Association Rule Mining across Multiple Databases Using Abstraction. [Citation Graph (, )][DBLP]
    
    
22. 
    An Itemset-Driven Cluster-Oriented Approach to Extract Compact and Meaningful Sets of Association Rules. [Citation Graph (, )][DBLP]
    
    
23. 
    Clustering Categorical Data Based on Maximal Frequent Itemsets. [Citation Graph (, )][DBLP]
    
    
24. 
    Learning Algorithms for Grammars of Variable Arity Trees. [Citation Graph (, )][DBLP]
    
    
25. 
    An incremental viterbi algorithm. [Citation Graph (, )][DBLP]
    
    
26. 
    Phase transition and heuristic search in relational learning. [Citation Graph (, )][DBLP]
    
    
27. 
    Learning complex problem solving expertise from failures. [Citation Graph (, )][DBLP]
    
    
28. 
    Bias-variance tradeoff in hybrid generative-discriminative models. [Citation Graph (, )][DBLP]
    
    
29. 
    Combining active learning and relevance vector machines for text classification. [Citation Graph (, )][DBLP]
    
    
30. 
    Efficient label propagation for interactive image segmentation. [Citation Graph (, )][DBLP]
    
    
31. 
    An OCR-independent character segmentation using shortest-path in grayscale document images. [Citation Graph (, )][DBLP]
    
    
32. 
    Boosting inductive transfer for text classification using wikipedia. [Citation Graph (, )][DBLP]
    
    
33. 
    Discover the power of social and hidden curriculum to decision making: experiments with enron email and movie newsgroups. [Citation Graph (, )][DBLP]
    
    
34. 
    Soft Failure Detection Using Factorial Hidden Markov Models. [Citation Graph (, )][DBLP]
    
    
35. 
    Memory-based context-sensitive spelling correction at web scale. [Citation Graph (, )][DBLP]
    
    
36. 
    Covariance matrix computations with federated databases. [Citation Graph (, )][DBLP]
    
    
37. 
    Recognition of ultrasonic multi-echo sequences for autonomous symbolic indoor tracking. [Citation Graph (, )][DBLP]
    
    
38. 
    An agent based system for california electricity market: a perspective of myopic machine learning. [Citation Graph (, )][DBLP]
    
    
39. 
    Predicting building contamination using machine learning. [Citation Graph (, )][DBLP]
    
    
40. 
    Bootstrapping algorithms for an application in the automotive domain. [Citation Graph (, )][DBLP]
    
    
41. 
    An application of a rule-based model in software quality classification. [Citation Graph (, )][DBLP]
    
    
42. 
    Estimating class probabilities in random forests. [Citation Graph (, )][DBLP]
    
    
43. 
    Effect of synaptic weight assignment on spiking neuron response. [Citation Graph (, )][DBLP]
    
    
44. 
    A comparison of two algorithms for predicting the condition number. [Citation Graph (, )][DBLP]
    
    
45. 
    Evolutionary Sound Matching: A Test Methodology and Comparative Study. [Citation Graph (, )][DBLP]
    
    
46. 
    Learning to evaluate conditional partial plans. [Citation Graph (, )][DBLP]
    
    
47. 
    A spline based regression technique on interval valued noisy data. [Citation Graph (, )][DBLP]
    
    
48. 
    A new time series prediction algorithm based on moving average of nth-order difference. [Citation Graph (, )][DBLP]
    
    
49. 
    Machine learned regression for abductive DNA sequencing. [Citation Graph (, )][DBLP]
    
    
50. 
    Automatic medical coding of patient records via weighted ridge regression. [Citation Graph (, )][DBLP]
    
    
51. 
    Constructive neural network ensemble for regression tasks in high dimensional spaces. [Citation Graph (, )][DBLP]
    
    
52. 
    Web-based maze robot learning using fuzzy motion control system. [Citation Graph (, )][DBLP]
    
    
53. 
    Web based machine learning for language identification and translation. [Citation Graph (, )][DBLP]
    
    
54. 
    A web based adaptive educational system. [Citation Graph (, )][DBLP]
    
    
55. 
    Dimensionality reduction for active learning with nearest neighbour classifier in text categorisation problems. [Citation Graph (, )][DBLP]
    
    
56. 
    Scalable optimal linear representation for face and object recognition. [Citation Graph (, )][DBLP]
    
    
57. 
    Model evaluation for prognostics: estimating cost saving for the end users. [Citation Graph (, )][DBLP]
    
    
58. 
    Rule refinement with extended data expression. [Citation Graph (, )][DBLP]
    
    
59. 
    A simultaneous two-level clustering algorithm for automatic model selection. [Citation Graph (, )][DBLP]
    
    
60. 
    LEONARDO - The computational intelligence (CI) model selection wizard. [Citation Graph (, )][DBLP]
    
    
61. 
    Control of a re-entrant line manufacturing model with a reinforcement learning approach. [Citation Graph (, )][DBLP]
    
    
62. 
    Supervised reinforcement learning using behavior models. [Citation Graph (, )][DBLP]
    
    
63. 
    Performance evaluation of EANT in the robocup keepaway benchmark. [Citation Graph (, )][DBLP]
    
    
64. 
    Learning with limited minority class data. [Citation Graph (, )][DBLP]
    
    
65. 
    Combining multi-distributed mixture models and bayesian networks for semi-supervised learning. [Citation Graph (, )][DBLP]
    
    
66. 
    Using evolutionary sampling to mine imbalanced data. [Citation Graph (, )][DBLP]
    
    
67. 
    Learning bayesian networks consistent with the optimal branching. [Citation Graph (, )][DBLP]
    
    
68. 
    Manifold clustering via energy minimization. [Citation Graph (, )][DBLP]
    
    
69. 
    Co-clustering by similarity refinement. [Citation Graph (, )][DBLP]
    
    
70. 
    2IBGSOM: interior and irregular boundaries growing self-organizing maps. [Citation Graph (, )][DBLP]
    
    
71. 
    Comparison of semantic and single term similarity measures for clustering turkish documents. [Citation Graph (, )][DBLP]
    
    
72. 
    A music recommendation system with a dynamic k-means clustering algorithm. [Citation Graph (, )][DBLP]
    
    
73. 
    Tracking recurrent concept drift in streaming data using ensemble classifiers. [Citation Graph (, )][DBLP]
    
    
74. 
    Feature extraction using random matrix theory approach. [Citation Graph (, )][DBLP]
    
    
75. 
    Toward optimal selection of feature clusters. [Citation Graph (, )][DBLP]
    
    
76. 
    A hierarchical feature decomposition clustering algorithm for unsupervised classification of document image types. [Citation Graph (, )][DBLP]
    
    
77. 
    Enhanced recursive feature elimination. [Citation Graph (, )][DBLP]
    
    
78. 
    Learning a knowledge base of ontological concepts for high-level scene interpretation. [Citation Graph (, )][DBLP]
    
    
79. 
    Web-based parallel corpora for statistical machine translation. [Citation Graph (, )][DBLP]
    
    
80. 
    Uncertainty optimization for robust dynamic optical flow estimation. [Citation Graph (, )][DBLP]
    
    
81. 
    Direct calculation of predictions for K29/K29. [Citation Graph (, )][DBLP]
    
    
82. 
    Learning: An Effective Approach in Endgame Chess Board Evaluation. [Citation Graph (, )][DBLP]
    
    
83. 
    Hybrid Neural Network Based Model for Predicting the Performance of a Two Stroke Spark Ignition Engine. [Citation Graph (, )][DBLP]
    
    
84. 
    Predicting Binding Sites in the Mouse Genome. [Citation Graph (, )][DBLP]
    
    
85. 
    Reducing a Biomarkers List via Mathematical Programming: Application to Gene Signatures to Detect Time-Dependent Hypoxia in Cancer. [Citation Graph (, )][DBLP]
    
    
86. 
    Polynomial and RBF Kernels as Marker Selection Tools-A Breast Cancer Case Study. [Citation Graph (, )][DBLP]
    
    
87. 
    Statistical and Biological Validation Methods in Cluster Analysis of Gene Expression. [Citation Graph (, )][DBLP]
    
    
88. 
    Support Vector Machine Classification of Probability Models and Peptide Features for Improved Peptide Identification from Shotgun Proteomics. [Citation Graph (, )][DBLP]
    
    
89. 
    Identifying Functional Binding Motifs of Tumor Protein p53 Using Support Vector Machines. [Citation Graph (, )][DBLP]
    
    
90. 
    Use of Neural Networks to Predict Adverse Outcomes from Acute Coronary Syndrome for Male and Female Patients. [Citation Graph (, )][DBLP]
    
    
91. 
    The Natural Induction System AQ21 and its Application to Data Describing Patients with Metabolic Syndrome: Initial Results. [Citation Graph (, )][DBLP]
    
    
92. 
    Understanding Challenges in Preserving and Reconstructing Computer-Assisted Medical Decision Processes. [Citation Graph (, )][DBLP]
    
    
93. 
    Semi-Supervised Active Learning for Modeling Medical Concepts from Free Text. [Citation Graph (, )][DBLP]
    
    
94. 
    A Statistical Algorithm to Discover Knowledge in Medical Data Sources. [Citation Graph (, )][DBLP]
    
    
95. 
    A Clustering-Based Approach to Predict Outcome in Cancer Patients. [Citation Graph (, )][DBLP]
    
    
96. 
    Maximum Likelihood Quantization of Genomic Features Using Dynamic Programming. [Citation Graph (, )][DBLP]
    
    
97. 
    CLASSEQ: Classification of Sequences via Comparative Analysis of Multiple Genomes. [Citation Graph (, )][DBLP]
    
    
98. 
    Biomarker Identification by Knowledge-Driven Multi-Level ICA and Motif Analysis. [Citation Graph (, )][DBLP]
    
    
99. 
    Generalized Sequence Signatures through Symbolic Clustering. [Citation Graph (, )][DBLP]
    
    
100. 
     SVMotif: A Machine Learning Motif Algorithm. [Citation Graph (, )][DBLP]
     
     
101. 
     Association Learning in SOMs for Fuzzy-Classification. [Citation Graph (, )][DBLP]
     
     
102. 
     SEBINI-CABIN: An Analysis Pipeline for Biological Network Inference, with a Case Study in Protein-Protein Interaction Network Reconstruction. [Citation Graph (, )][DBLP]
     
     
103. 
     Alignment of Multiple Proteins with an Ensemble of Hidden Markov Models. [Citation Graph (, )][DBLP]
     
     
104. 
     Improvement of Bayesian Network Inference Using a Relaxed Gene Ordering. [Citation Graph (, )][DBLP]
     
     
105. 
     Feature Extraction from Microarray Expression Data by Integration of Semantic Knowledge. [Citation Graph (, )][DBLP]
     
     
106. 
     Normalized Linear Transform for Cross-Platform Microarray Data Integration. [Citation Graph (, )][DBLP]
     
     
107. 
     Logistic Ensembles for Random Spherical Linear Oracles. [Citation Graph (, )][DBLP]
     
     
108. 
     Cox's Proportional Hazards Model with Lp Penalty for Biomarker Identification and Survival Prediction. [Citation Graph (, )][DBLP]
     
     
109. 
     Modeling Spatial-Temporal Epidemics Using STBL Model. [Citation Graph (, )][DBLP]