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Advances in Intelligent Data Analysis XIV

Advances in Intelligent Data Analysis XIV


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About the Book

Data analytics and optimization for assessing a ride sharing system.- Constraint-Based Querying for Bayesian Network Exploration.- Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data.- Segregation Discovery in a Social Network of Companies.- A first+-order-logic based model for grounded language learning.- A parallel distributed processing algorithm for image feature extraction.- Modeling concept drift: A probabilistic graphical model based approach.- Diversity-driven Widening of Hierarchical Agglomerative Clustering.- Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin Clustering.- Time Series Classification with Representation Ensembles.- Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study.- On Binary Reduction of Large-scale Multiclass Classification Problems.- Probabilistic Active Learning in Data Streams.- Implicitly Constrained Semi-Supervised Least Squares Classification.- Diagonal Co-clustering Algorithm for Document-Word Partitioning.- I-Louvain: an attributed graph clustering method.- Class-based outlier detection: staying zombies or awaiting for resurrection?.- Using Metalearning for Prediction of Taxi Trip Duration Using Different Granularity Levels.- Using entropy as a measure of acceptance for multi-label classification.- Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps.- Exploratory topic modeling with distributional semantics.- Assigning Geo-Relevance of Sentiments Mined from Location-Based Social Media Posts.- Continuous and Discrete Deep Classifiers for Data Integration.- A Bayesian Approach for Identifying Multivariate Differences Between Groups.- Automatically Discovering Offensive Patterns in Soccer Match Data.- Fast Algorithm Selection using Learning Curves.- Optimally Weighted Cluster Kriging for Big Data Regression.- Slower can be faster: The iRetis incremental model tree learner.- VoQs: A Web Application for Visualization of Questionnaire Surveys.


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Product Details
  • ISBN-13: 9783319244648
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: 1st ed. 2015
  • Language: English
  • Returnable: Y
  • Spine Width: 20 mm
  • Weight: 580 gr
  • ISBN-10: 3319244647
  • Publisher Date: 09 Oct 2015
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 346
  • Series Title: English
  • Sub Title: 14th International Symposium, Ida 2015, Saint Etienne. France, October 22 -24, 2015. Proceedings
  • Width: 156 mm


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