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
- Title:
- 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)
- Main Title:
- Advances in intelligent data analysis XIV : 14th international symposium, IDA 2015, Saint Etienne, France, October 22-24, 2015 : proceedings
- 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 distributionalData 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. … (more)
- 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.
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.362517
- Ingest File:
- 01_328.xml