Advances in Intelligent Data Analysis XIV: 14th International Symposium, IDA 2015, Saint Etienne, France, October 22–24, 2015, Proceedings

Front Matter....Pages -
Data Analytics and Optimisation for Assessing a Ride Sharing System....Pages 1-12
Constraint-Based Querying for Bayesian Network Exploration....Pages 13-24
Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data....Pages 25-36
Segregation Discovery in a Social Network of Companies....Pages 37-48
A First-Order-Logic Based Model for Grounded Language Learning....Pages 49-60
A Parallel Distributed Processing Algorithm for Image Feature Extraction....Pages 61-71
Modeling Concept Drift: A Probabilistic Graphical Model Based Approach....Pages 72-83
Diversity-Driven Widening of Hierarchical Agglomerative Clustering....Pages 84-94
Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin Clustering....Pages 95-107
Time Series Classification with Representation Ensembles....Pages 108-119
Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study....Pages 120-131
On Binary Reduction of Large-Scale Multiclass Classification Problems....Pages 132-144
Probabilistic Active Learning in Datastreams....Pages 145-157
Implicitly Constrained Semi-supervised Least Squares Classification....Pages 158-169
Diagonal Co-clustering Algorithm for Document-Word Partitioning....Pages 170-180
I-Louvain: An Attributed Graph Clustering Method....Pages 181-192
Class-Based Outlier Detection: Staying Zombies or Awaiting for Resurrection?....Pages 193-204
Using Metalearning for Prediction of Taxi Trip Duration Using Different Granularity Levels....Pages 205-216
Using Entropy as a Measure of Acceptance for Multi-label Classification....Pages 217-228
Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps....Pages 229-240
Exploratory Topic Modeling with Distributional Semantics....Pages 241-252
Assigning Geo-relevance of Sentiments Mined from Location-Based Social Media Posts....Pages 253-263
Continuous and Discrete Deep Classifiers for Data Integration....Pages 264-274
A Bayesian Approach for Identifying Multivariate Differences Between Groups....Pages 275-285
Automatically Discovering Offensive Patterns in Soccer Match Data....Pages 286-297
Fast Algorithm Selection Using Learning Curves....Pages 298-309
Optimally Weighted Cluster Kriging for Big Data Regression....Pages 310-321
Slower Can Be Faster: The iRetis Incremental Model Tree Learner....Pages 322-333
VoQs: A Web Application for Visualization of Questionnaire Surveys....Pages 334-343
Back Matter....Pages -