Advances in intelligent data analysis XIV : 14th international symposium, IDA 2015, Saint Etienne, France, October 22-24, 2015 : proceedings /: 14th international symposium, IDA 2015, Saint Etienne, France, October 22-24, 2015 : proceedings. (2015)

• Record Type: Book
• Further Information: Note: Elisa Fromont, Tijl De Bie, Matthijs van Leeuwen (Eds.).
• Editors: Fromont, Elisa; De Bie, Tijl; Leeuwen, Matthijs van
• Other Names: International Symposium on Intelligent Data Analysis, 14th
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (346 pages)
• Subjects: 519.5; Computer science; Mathematical statistics -- Congresses; Mathematical statistics -- Data processing -- Congresses; Expert systems (Computer science) -- Congresses; Computers -- Computer Graphics; Computers -- Intelligence (AI) & Semantics; Computers -- Database Management -- General; Computers -- Programming -- Algorithms; Computers -- Information Technology; Image processing; Artificial intelligence; Databases; Algorithms & data structures; Information retrieval; Optical pattern recognition; Computer vision; Artificial intelligence; Database management; Computer software; Computers -- Computer Vision & Pattern Recognition; Pattern recognition
• Languages: English
• ISBNs: 9783319244655
• Related ISBNs: 9783319244648
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.