Advances in Intelligent Data Analysis XIV

14th International Symposium, IDA 2015, Saint Etienne. France, October 22 -24, 2015. Proceedings

AvElisa Fromont,Tijl De Bie

Häftad, Engelska, 2015

Del 9385 i serien Lecture Notes in Computer Science

550 kr

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Beskrivning

To facilitate this, IDA 2015 will feature two tracks: a regular "Proceedings" track, as well as a "Horizon" track for early-stage research of potentially ground-breaking nature.

Produktinformation

Utgivningsdatum:2015-10-09
Mått:155 x 235 x 21 mm
Vikt:569 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:346
Förlag:Springer International Publishing AG
ISBN:9783319244648

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Innehållsförteckning

Dataanalytics and optimization for assessing a ride sharing system.- Constraint-BasedQuerying for Bayesian Network Exploration.- Efficient Model Selection forRegularized Classification by Exploiting Unlabeled Data.- Segregation Discoveryin a Social Network of Companies.- A first+-order-logic based model forgrounded language learning.- A parallel distributed processing algorithm forimage feature extraction.- Modeling concept drift: A probabilistic graphicalmodel based approach.- Diversity-driven Widening of Hierarchical AgglomerativeClustering.- Batch Steepest-Descent-Mildest-Ascent for Interactive MaximumMargin Clustering.- Time Series Classification with Representation Ensembles.- SimultaneousClustering and Model Selection for Multinomial Distribution: A ComparativeStudy.- On Binary Reduction of Large-scale Multiclass Classification Problems.-Probabilistic Active Learning in Data Streams.- Implicitly ConstrainedSemi-Supervised Least Squares Classification.- Diagonal Co-clustering Algorithmfor Document-Word Partitioning.- I-Louvain: an attributed graph clusteringmethod.- Class-based outlier detection: staying zombies or awaiting forresurrection?.- Using Metalearning for Prediction of Taxi Trip Duration UsingDifferent Granularity Levels.- Using entropy as a measure of acceptance formulti-label classification.- Investigation of Node Deletion Techniques forClustering Applications of Growing Self Organizing Maps.- Exploratory topicmodeling with distributional semantics.- Assigning Geo-Relevance of SentimentsMined from Location-Based Social Media Posts.- Continuous and Discrete DeepClassifiers for Data Integration.- A Bayesian Approach for IdentifyingMultivariate Differences Between Groups.- Automatically Discovering OffensivePatterns in Soccer Match Data.- Fast Algorithm Selection using LearningCurves.- Optimally Weighted Cluster Kriging for Big Data Regression.- Slowercan be faster: The iRetis incremental model tree learner.- VoQs: A WebApplication for Visualization of Questionnaire Surveys.