Challenges in computational statistics and data mining. ([2016])

• Record Type: Book
• Further Information: Note: Stan Matwin, Jan Mielniczuk, editors.
• Editors: Matwin, Stan; Mielniczuk, Jan
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2016
• Extent: 1 online resource (x, 399 pages), illustrations (some color)
• Subjects: 519.5; Engineering; Mathematical statistics; Data mining; Statistics; Artificial intelligence; Data mining; Mathematical statistics; Computer Science; Engineering & Applied Sciences; Computers -- Database Management -- Data Mining; Mathematics -- Probability & Statistics -- General; Computers -- Intelligence (AI) & Semantics; Data mining; Probability & statistics; Artificial intelligence; Engineering; Computational Intelligence; Data Mining and Knowledge Discovery; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences; Artificial Intelligence (incl. Robotics); Electronic books
• Languages: English
• ISBNs: 9783319187815; 3319187813; 3319187805; 9783319187808
• Related ISBNs: 9783319187808
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed July 16, 2015).
• 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.