Rough Sets and Knowledge Technology 10th International Conference RSKT 2015 Held as Part of the International Joint Conference on Rough Sets IJCRS 2015 Tianjin China November 20 23 2015 Proceedings 1st Edition by Davide 3319257544 9783319257549

Rough Sets and Knowledge Technology 10th International Conference RSKT 2015 Held as Part of the International Joint Conference on Rough Sets IJCRS 2015 Tianjin China November 20 23 2015 Proceedings 1st Edition by Davide Ciucci – Ebook Instant Download/Delivery ISBN(s): 3319257544, 9783319257549

Product details:

• ISBN 10: 3319257544
• ISBN 13:  9783319257549
• Author: Davide Ciucci

This book constitutes the thoroughly refereed conference proceedings of the 10th International Conference on Rough Sets and Knowledge Technology, RSKT 2015, held in Tianjin, China, in November 2015, as part of the International Joint Conference on Rough Sets, IJCRS 2015, together with the 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDgrC 2015. The 66 papers presented at IJCRS 2015 were carefully reviewed and selected from 97 submissions. The 38 papers included in this volume are organized in the following topical sections: rough sets: the experts speak; reducts and rules; three-way decisions; logic and algebra; clustering; rough sets and graphs; and modeling and learning. In addition the volume contains 6 contributions by new fellows of the International Rough Set Society, an invited talk and a tutorial.

Table of contents:

A Rough Set Approach to Incomplete Data

PICKT: A Solution for Big Data Analysis

A Further Investigation to Relative Reducts of Decision Information Systems

Rough Sets – Past, Present and Future: Some Notes

Interactive Granular Computing

Rough Sets and Three-Way Decisions

Tutorial

Rough Set Tools for Practical Data Exploration

Reducts and Rules

Dominance-Based Neighborhood Rough Sets and Its Attribute Reduction

Mining Incomplete Data with Many Lost and Attribute-Concept Values

Inconsistent Dominance Principle Based Attribute Reduction in Ordered Information Systems

Improving Indiscernibility Matrix Based Approach for Attribute Reduction

Imprecise Rules for Data Privacy

Proposal for a Statistical Reduct Method for Decision Tables

Computation of Cores in Big Datasets: An FPGA Approach

Knowledge Spaces and Reduction of Covering Approximation Spaces

Families of the Granules for Association Rules and Their Properties

Generalized Rough Sets

New Neighborhood Based Rough Sets

Rough Sets and Textural Neighbourhoods

Matrix Approaches for Variable Precision Rough Approximations

The Lower Approximation Number in Covering-Based Rough Set

The Matroidal Structures of the Second Type of Covering-Based Rough Set

Incremental Updating Rough Approximations in Interval-valued Information Systems

Three-way Decision

Methods and Practices of Three-Way Decisions for Complex Problem Solving

A Multi-view Decision Model Based on CCA

A Teacher-Cost-Sensitive Decision-Theoretic Rough Set Model

A Three-Way Decision Making Approach to Malware Analysis

Chinese Emotion Recognition Based on Three-Way Decisions

Statistical Interpretations of Three-Way Decisions

Decision-Level Sensor-Fusion Based on DTRS

Logic and Algebra

Antichain Based Semantics for Rough Sets

Formalizing Lattice-Theoretical Aspects of Rough and Fuzzy Sets

Generalized Fuzzy Regular Filters on Residuated Lattices

Approximations on Normal Forms in Rough-Fuzzy Predicate Calculus

Clustering

Combining Rough Clustering Schemes as a Rough Ensemble

Water Quality Prediction Based on a Novel Fuzzy Time Series Model and Automatic Clustering Techniques

Clustering Algorithm Based on Fruit Fly Optimization

Rough Sets and Graphs

Rough Set Theory Applied to Simple Undirected Graphs

The Connectivity of the Covering Approximation Space

Detecting Overlapping Communities with Triangle-Based Rough Local Expansion Method

Modeling and Learning

Rough Sets for Finite Mixture Model Based HEp-2 Cell Segmentation

Water Quality Prediction Based on an Improved ARIMA- RBF Model Facilitated by Remote Sensing Applications

Roughness in Timed Transition Systems Modeling Propagation of Plasmodium

A Study on Similarity Calculation Method for API Invocation Sequences

Fast Human Detection Using Deformable Part Model at the Selected Candidate Detection Positions

A New Method for Driver Fatigue Detection Based on Eye State

Facial Expression Recognition Based on Quaternion-Space and Multi-features Fusion

Correction to: Interactive Granular Computing

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