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Home > Emerging Paradigms in Machine Learning > Mining Incomplete Data—A Rough Set Approach
Emerging Paradigms in Machine Learning |
Sheela Ramanna; Lakhmi C Jain; Robert J. Howlett
Springer Berlin Heidelberg
Emerging Paradigms in Machine Learning
Mining Incomplete Data—A Rough Set Approach
Authors

Jerzy W. Grzymala-Busse; Zdzislaw S. Hippe

ARI Id

1664965166292_4261037

Access

Not Available Free

Pages

49-74

DOI

10.1007/978-3-642-28699-5_4

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-642-28699-5_4

Table of Contents of Book
Showing 1 to 20 of 22 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
1-20
Emerging Paradigms in Machine Learning: An Introduction
Sheela Ramanna; Lakhmi C. Jain; Robert J. Howlett
1-8
Front Matter
9-9
Extensions of Dynamic Programming as a New Tool for Decision Tree Optimization
Abdulaziz Alkhalid; Igor Chikalov; Shahid Hussain; Mikhail Moshkov
11-29
Optimised Information Abstraction in Granular Min/Max Clustering
Andrzej Bargiela; Witold Pedrycz
31-48
Mining Incomplete Data—A Rough Set Approach
Jerzy W. Grzymala-Busse; Zdzislaw S. Hippe
49-74
Roles Played by Bayesian Networks in Machine Learning: An Empirical Investigation
Estevam R. Hruschka Jr.; Maria do Carmo Nicoletti
75-116
Evolving Intelligent Systems: Methods, Algorithms and Applications
Andre Lemos; Walmir Caminhas; Fernando Gomide
117-159
Emerging Trends in Machine Learning: Classification of Stochastically Episodic Events
B. John Oommen; Colin Bellinger
161-195
Learning of Defaults by Agents in a Distributed Multi-Agent System Environment
Henryk Rybinski; Dominik Ryżko; Przemysław Więch
197-213
Rough Non-deterministic Information Analysis: Foundations and Its Perspective in Machine Learning
Hiroshi Sakai; Hitomi Okuma; Michinori Nakata
215-247
Introduction to Perception Based Computing
Andrzej Skowron; Piotr Wasilewski
249-275
Overlapping, Rare Examples and Class Decomposition in Learning Classifiers from Imbalanced Data
Jerzy Stefanowski
277-306
A Granular Computing Paradigm for Concept Learning
Yiyu Yao; Xiaofei Deng
307-326
Front Matter
327-327
Identifying Calendar-Based Periodic Patterns
Jhimli Adhikari; P. R. Rao
329-357
The Mamdani Expert-System with Parametric Families of Fuzzy Constraints in Evaluation of Cancer Patient Survival Length
Elisabeth Rakus-Andersson
359-378
Support Vector Machines in Biomedical and Biometrical Applications
Krzysztof A. Cyran; Jolanta Kawulok; Michal Kawulok; Magdalena Stawarz; Marcin Michalak; Monika Pietrowska et al.
379-417
Workload Modeling for Multimedia Surveillance Systems
Mukesh Saini; Pradeep K. Atrey; Mohan S. Kankanhalli
419-440
Rough Set and Artificial Neural Network Approach to Computational Stylistics
Urszula Stańczyk
441-470
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 22 entries
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