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Advances in Intelligent Dat...
This book constitutes the refereed conference proceedings of the 14th International Conference on Intelligent Data Analysis, which was held in October 2015 inSaint tienne. France. The 29 revised full papers were carefully reviewed and selected from 65 submissions.The traditional focus of the IDA symposium series is on end-to-end intelligentsupport for data analysis.The symposium aims to provide a forum for inspiring research contributionsthat might be considered preliminary in other leading conferences and journals,but that have a potentially dramatic impact. To facilitate this, IDA 2015 willfeature two tracks: a regular "Proceedings" track, as well as a "Horizon" trackfor early-stage research of potentially ground-breaking nature
Monografía
monografia Rebiun17928325 https://catalogo.rebiun.org/rebiun/record/Rebiun17928325 151012s2015 deu| s |||| 0|eng d 9783319244655 978-3-319-24465-5 9783319244648 10.1007/978-3-319-24465-5. doi UPNA0456961 BUH Advances in Intelligent Data Analysis XIV Recurso electrónico] :] 14th International Symposium, IDA 2015, Saint Etienne. France, October 22 -24, 2015. Proceedings edited by Elisa Fromont, Tijl De Bie, Matthijs van Leeuwen Servicio en línea Lecture Notes in Computer Science 9385 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 Acceso restringido a miembros del Consorcio de Bibliotecas Universitarias de Andalucía This book constitutes the refereed conference proceedings of the 14th International Conference on Intelligent Data Analysis, which was held in October 2015 inSaint tienne. France. The 29 revised full papers were carefully reviewed and selected from 65 submissions.The traditional focus of the IDA symposium series is on end-to-end intelligentsupport for data analysis.The symposium aims to provide a forum for inspiring research contributionsthat might be considered preliminary in other leading conferences and journals,but that have a potentially dramatic impact. To facilitate this, IDA 2015 willfeature two tracks: a regular "Proceedings" track, as well as a "Horizon" trackfor early-stage research of potentially ground-breaking nature Modo de acceso: world wide web Springer (e-Books) Computer science Algorithms Database management Artificial intelligence Image processing Pattern recognition Computer Science Pattern Recognition Image Processing and Computer Vision Artificial Intelligence (incl. Robotics) Database Management Algorithm Analysis and Problem Complexity Information Systems Applications (incl. Internet) Fromont, Elisa De Bie, Tijl van Leeuwen, Matthijs Lecture Notes in Computer Science (Servicio en línea) SpringerLink Books (Servicio en línea) Lecture Notes in Computer Science 9385