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Challenges in Computational Statistics and Data Mining 2016
- Stan Matwin, Jan Mielniczuk:
Challenges in Computational Statistics and Data Mining. Studies in Computational Intelligence 605, Springer 2016, ISBN 978-3-319-18780-8 - Mohammad Reza Bonyadi, Zbigniew Michalewicz:
Evolutionary Computation for Real-World Problems. 1-24 - Susanne Bornelöv, Jan Komorowski:
Selection of Significant Features Using Monte Carlo Feature Selection. 25-38 - Michal Draminski:
ADX Algorithm for Supervised Classification. 39-52 - Lukasz Debowski:
Estimation of Entropy from Subword Complexity. 53-70 - Maik Döring, László Györfi, Harro Walk:
Exact Rate of Convergence of Kernel-Based Classification Rule. 71-91 - Janusz Kacprzyk, Slawomir Zadrozny:
Compound Bipolar Queries: A Step Towards an Enhanced Human Consistency and Human Friendliness. 93-111 - Olgierd Hryniewicz:
Process Inspection by Attributes Using Predicted Data. 113-134 - Szymon Jaroszewicz, Lukasz Zaniewicz:
Székely Regularization for Uplift Modeling. 135-154 - Milosz Kadzinski, Roman Slowinski, Marcin Szelag:
Dominance-Based Rough Set Approach to Multiple Criteria Ranking with Sorting-Specific Preference Information. 155-171 - Marek Kimmel:
On Things Not Seen. 173-188 - Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Robert A. Klopotek, Elzbieta A. Klopotek:
Network Capacity Bound for Personalized Bipartite PageRank. 189-204 - Marzena Kryszkiewicz:
Dependence Factor as a Rule Evaluation Measure. 205-223 - Adam Krzyzak:
Recent Results on Nonparametric Quantile Estimation in a Simulation Model. 225-246 - Blazej Miasojedow, Wojciech Niemiro, Jan Palczewski, Wojciech Rejchel:
Adaptive Monte Carlo Maximum Likelihood. 247-270 - Jan Mielniczuk, Pawel Teisseyre:
What Do We Choose When We Err? Model Selection and Testing for Misspecified Logistic Regression Revisited. 271-296 - Miroslaw Pawlak:
Semiparametric Inference in Identification of Block-Oriented Systems. 297-331 - Jerzy Stefanowski:
Dealing with Data Difficulty Factors While Learning from Imbalanced Data. 333-363 - Marina Sokolova, Stan Matwin:
Personal Privacy Protection in Time of Big Data. 365-380 - James R. Thompson:
Data Based Modeling. 381-399
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