Rough sets : International Joint Conference, IJCRS 2019, Debrecen, Hungary, June 17-21, 2019, Proceedings /: International Joint Conference, IJCRS 2019, Debrecen, Hungary, June 17-21, 2019, Proceedings. (2019)

• Record Type: Book
• Other Titles: IJCRS 2019
• Further Information: Note: Tamás Mihálydeák, Fan Min, Guoyin Wang, Mohua Banerjee, Ivo Düntsch, Zbigniew Suraj, Davide Ciucci (eds.).
• Editors: Mihálydeák, Tamás; Min, Fan; Wang, Guoyin; Banerjee, Mohua; Düntsch, Ivo; Suraj, Zbigniew; Ciucci, Davide
• Other Names: International Joint Conference on Rough Sets
• 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (xxii, 550 pages), illustrations (some color)
• Subjects: 511.3/22; Rough sets -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030228156; 3030228150
• Related ISBNs: 9783030228149
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed July 3, 2019).
• 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.