Rough Sets : International Joint Conference, IJCRS 2019, Debrecen, Hungary, June 17-21, 2019, Proceedings / edited by Tamás Mihálydeák, Fan Min, Guoyin Wang, Mohua Banerjee, Ivo Düntsch, Zbigniew Suraj, Davide Ciucci.

Format:

Book

Contributor:

Mihálydeák, Tamás, editor.

Min, Fan, editor.

Wang, Guoyin, 1970- editor.

Banerjee, Mohua, editor.

Düntsch, Ivo, editor.

Suraj, Zbigniew, editor.

Ciucci, Davide, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 11499.

Lecture Notes in Artificial Intelligence ; 11499

Language:

English

Subjects (All):

Data mining.

Artificial intelligence.

Computer arithmetic and logic units.

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Arithmetic and Logic Structures.

Local Subjects:

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Arithmetic and Logic Structures.

Physical Description:

1 online resource (XXII, 550 pages) : 239 illustrations, 55 illustrations in color.

Edition:

First edition 2019.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

This LNAI 11499 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2019, held in Debrecen, Hungary, in June 2019. The 41 full papers were carefully reviewed and selected from 71 submissions. The IJCRS conferences aim at bringing together experts from universities and research centers as well as the industry representing fields of research in which theoretical and applicational aspects of rough set theory already find or may potentially find usage. The papers are grouped in topical sections on core rough set models and methods; related methods and hybridization; areas of application.

Contents:

Core Rough Set Models and Methods

An Application of Bayesian Confirmation Theory for Three-Way Decision

Concept Approximation Based on Rough Sets and Judgment

Rough Sets and the Algebra of Conditional Logic

Rough Sets Defined by Multiple Relations

On the Roughly Continuous Real Functions

On topologies defined by binary relations in rough sets

Iterative Set Approximations Based on Tolerance Relation

Approximation Based on Representatives

Local search for attribute reduction

Rough Matroids Based on Dual Approximation Operators

Studies on Reducing the Necessary Data Size for Rule Induction from the Decision Table by STRIM

Rough Approximations on Two Universes under a Mapping

Rough Sets Based on Possible Indiscernibility Relations in Incomplete Information Tables with Continuous Values

The Prototype View of Concepts

A Three-Way Clustering Algorithm via Decomposing Similarity Matrices for Multi-View Data with Noise

Related Methods and Hybridization

A Scalable Approach to Fuzzy Rough Nearest Neighbour Classification with Ordered Weighted Averaging Operators

Learning Multi-granular Features for Harvesting Knowledge from Free Text

Building a Framework of Rough Inclusion Functions by Means of Computerized Proof Assistant

Membrane Systems and Multiset Approximation: The Cases of Inner and Boundary Rule Application

Soft Petri Net

Approximations induced by tolerance relations

Three-Way Classification: Ambiguity and Abstention in Machine Learning

Concepts Approximation Through Dialogue With User

A Dynamic Dominance-based Rough Set Approach for Processing Ordered Data

CSLI: Cost-sensitive collaborative filtering with local information embedding

Attribute reduction based on optimistic multi-granulation information Systems

Constructing the Optimal Approximation Sets of Rough Sets in Multi-granularity Spaces

Discovering Flow Graphs from Data Tables Using the Classification and Prediction Software System (CLAPSS)

Methods to Edit Multi-label Training Sets Using Rough Sets Theory

Areas of Applications

The Impact of Rough Set Conferences

Multivariate Ovulation Window Detection at OvuFriend

Incremental Sequential Three-Way Decision Using a Deep Stacked Autoencoder

Three-way Decision Collaborative Recommendation Algorithm Based on User Reputation

Multi-Graded Hybrid MRDM Model for Assisting Financial Performance Evaluation Decisions: A Preliminary Work

3D Face Recognition Based on Hybrid Data

Rough Sets and Local Texture Features for Diagnosis of Connective Tissue Disorders

Developing Pricing Models for Online Art Sales Using Text Analytics

Hardware Implementation on Field Programmable Gate Array of Two-Stage Algorithm for Rough Set Reduct Generation

A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks

A Robust Long-term Pedestrian Tracking-by-Detection Algorithm Based on Three-way Decision

A Bibliometric Profile of Research on Rough Sets.

Other Format:

Printed edition:

ISBN:

978-3-030-22815-6

9783030228156

Access Restriction:

Restricted for use by site license.