Advances in Intelligent Data Analysis XIV
Springer International Publishing (Verlag)
978-3-319-24464-8 (ISBN)
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.
Erscheinungsdatum | 08.10.2016 |
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Reihe/Serie | Information Systems and Applications, incl. Internet/Web, and HCI | Lecture Notes in Computer Science |
Zusatzinfo | XXIX, 346 p. 95 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Schlagworte | Algorithm analysis and problem complexity • artificial intelligence (incl. robotics) • Big Data • Bioinformatics • classification • Clustering • Computer Science • Database Management • Data Mining • data mining and knowledge discovery • Genetic algorithms • Information storage and retrieval • information systems applications (incl. internet) • Information Technology • Information Theory • Knowledge Integration • Malware • Medical Data Mining • Online Learning • Ontologies • Probabilistic Reasoning • Recommender Systems • Search Engine • sequential rule mining • supervised learning • Text Mining • topic models |
ISBN-10 | 3-319-24464-7 / 3319244647 |
ISBN-13 | 978-3-319-24464-8 / 9783319244648 |
Zustand | Neuware |
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