Challenges in Computational Statistics and Data Mining - Couverture rigide

Couverture rigide

ISBN 10 : 3319187805 ISBN 13 : 9783319187808

Editeur : Birkhauser Verlag AG, 2015

Synopsis

Evolutionary Computation for Real-world Problems.- Selection of Significant Features Using Monte Carlo Feature Selection.- ADX Algorithm for Supervised Classification.- Estimation of Entropy from Subword Complexity.- Exact Rates of Convergence of Kernel-based Classification Rule.- Compound Bipolar Queries: a Step Towards an Enhanced Human Consistency and Human Friendliness.- Process Inspection by Attributes Using Predicted Data.- Székely Regularization for Uplift Modeling.- Dominance-Based Rough Set Approach to Multiple Criterion Ranking with Sorting-specific Preference Information.- On things not Seen.- Network Capacity Bound for Personalized Bipartite Page Rank.- Dependence Factor as a Rule Evaluation Measure.- Recent Results on Quantlie Estimation Methods in Simulation Model.- Adaptive Monte Carlo Maximum Likelihood.- What Do we Choose when we Err? Model Selection and Testing for Misspecified Logistic Regression Revisited.- Semiparametric Inference Identification of Block-oriented Systems.- Dealing with Data Difficulty Factors While Learning from Imbalanced Data.- Privacy Protection in a Time of Big Data.- Data Based Modeling.

Détails de l'édition

• Éditeur: Birkhauser Verlag AG
• Date d'édition: 2015
• Langue: anglais
• ISBN 10: 3319187805
• ISBN 13: 9783319187808
• Reliure: Relié
• Numéro d'édition: 1
• Nombre de pages: 399
• Éditeur: Matwin Stan, Mielniczuk Jan
• Coordonnées du fabricant: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Allemagne