IJCRS 2019
International Joint Conference on Rough Sets 2019
Call for Workshops/Tutorials
Researchers are invited to submit proposals for workshops and tutorials devoted to one or more of the conference topics.
The submissions of workshops and tutorials should be accompanied by the names of principal organizers, chairs, and a
short description of the topics. Contact/submission: ijcrs2019@inf.unideb.hu
The Seventh International Workshop on
Three-way Decisions, Uncertainty, and Granular Computing
Brief Description
Three-way decisions (3WD) play an essential role in real world decision-making and information processing tasks in many fields, such as medical sciences, business and management science, psychology, cognitive science, computer science, engineering, etc. A theory of three-way decisions, introduced by Yiyu Yao, aims at a unified, discipline-independent framework to study fundamental notions, concepts and applications of decision-making with three options that have been widely used either explicitly or implicitly across many areas. In particular, three-way decisions have been successfully used for interpreting rough set three regions, decision analysis with uncertainty, cluster analysis, information filtering, Web-based support systems, multi-criteria classification and multi-view decision models.
Background
The First International Symposium on Three-way Decisions and Granular Computing (ISTDGC 2013) was successfully held in Chengdu, China in 2013. The Second International Workshop on Three-way Decisions, Uncertainty, and Granular Computing (TWDUG 2014) was successfully held in Shanghai, China in 2014. The Third International Workshop (TWDUG 2015) was held in Tianjin in 2015 at the International Joint Conference on Rough Sets (IJCRS 2015). The fourth International Workshop was held in Santiago de Chile in 2016 at the International Joint Conference on Rough Sets (IJCRS 2016). The fifth International Workshop was held in Olsztyn in 2016 at the International Joint Conference on Rough Sets (IJCRS 2017). The Sixth in International Workshop was held in Quy Nhon in 2018 at the International Joint Conference on Rough Sets (IJCRS 2018). The seventh international workshop will be held in Debrecen, Hungary in 2019 at the International Joint Conference on Rough Sets (IJCRS 2019). In the workshop, we would like to stimulate an intensive discussion on 3WD and to focus on the interaction and integration of three-way decisions, theories of uncertainty and granular computing. We warmly invite you to participate by submitting and presenting original and unpublished research work. The joint effort of the members of the workshop is to evaluate future directions of 3WD.
More information about three-way decisions can be found at:
http://www2.cs.uregina.ca/~twd/
TOPICS (OPEN LIST)
Foundations of three-way decisions
- Philosophical foundations of three-way decisions
- Cognitive foundations of three-way decisions
- Logical foundations and three-way reasoning
- Theories and models of three-way decisions
- Three-way decisions spaces
- Three-way computing and processing
Connections of three-way decisions and other theories
- Three-way decisions, rough sets, fuzzy sets, and interval sets
- Three-way decisions and three-valued logic
- Three-way formal concept analysis
- Three-way decisions, orthopairs and the square of opposition
- Game-theoretic rough sets
Three-way decisions and granular computing
- Three-way decisions and soft computing
- Three-way decisions and big data/cloud computing
- Three-way cluster analysis
- Pattern recognition based on three-way decisions
- Data mining/Rule induction based on three-way decisions
- Three-way decisions and multi-scale analysis
Models, methods and applications of three-way decisions
- Uncertainty and three-way decisions
- Three-way recommender system
- Three-way decisions in management sciences
- Three-way decisions and engineering
- Applications of three-way decisions
WORKSHOP CHAIRS:
PROGRAM COMMITTEE CHAIRS:
- Dun Liu, liudun@swjtu.edu.cn, Southwest Jiaotong University, China
- Fan Min, minfanphd@163.com, Southwest Petroleum University, China
- Decui Liang, dcliang@uestc.edu.cn, University of Electronic Science and Technology of China, China
- Xin Yang, yangxin2041@163.com, Southwest Jiaotong University, China
Contact Information:
Dr. Dun Liu, E-mail: liudun@swjtu.edu.cn
The authors are invited to submit their papers and abstracts via the IJCRS 2019 electronic paper submission system
(https://www.easychair.org/conferences/?conf=ijcrs2019)
and send a copy to Dr. Dun Liu (liudun@swjtu.edu.cn) at the same time.
***Please indicate your session during submission at easychair.***
We welcome research work related to three-way decisions methods and applications. Authors of the best papers will be invited to submit substantially extended versions to special issues in international journals.
Generalized Rough Inclusion, Graded Inclusion, Granularity and Related Topics
Aim and Scope
Rough inclusion is a key concept of all mereological approaches to rough sets. They may be realized through rough inclusion functions (RIFs) and variants thereof as in Polkowski-Skowron style rough mereology. The specific approach has also found application in diverse fields such as robotics and linguistics. Other mereological approaches to granular rough sets that do not make use of RIF-like functions are also known; the main argument against their use being that they are intrusive and contaminating in many ways. The concept of graded inclusion is one generalization of the concept of a RIF that has found fruitful application in related areas of computational intelligence. The main aim of this session is to focus on the foundations andtheoretical aspects (especially from a general rough set perspective) of rough inclusion, graded inclusion, RIF-like functions, and related functions. However, papers on applications of the concepts mentioned are also welcome.RIFs, graded inclusion and generalizations thereof are known by many other names in formal approaches to vagueness, belief, and uncertainty. They are also interpreted as functions that model (among others) conditional subjective probability, relative degree of misclassification, vague inclusion, majority inclusion function and inclusion degree. However, bridges between such diverse ontologies have problems of stability and direction. Apart from the aims mentioned earlier, a special aim of the session is to focus on such a state of affairs from a general rough set perspective.The session will feature both invited and contributed talks. Experienced and new researchers working on theoretical or insightful practical applications in related areas are encouraged to submit papers and participate.
TOPICS (OPEN LIST)
- Generalizations of RIFs,
- Graded inclusion, related structures and applications
- Granularity, RIF-like functions and contamination,
- Connections between generalized RIFs, algebraic models of general rough sets, mereological and spatial mereological approaches,
- Interpretation of RIF-like functions in allied fields from rough set perspective,
- Methods for handling intrusion caused by RIFs in rough sets,
- Knowledge representation and concept evolution using RIF-like functions,
- Logics and topological algebraic models of collections of RIF-like functions,
- Philosophical aspects of RIF-like functions
- Comparative data intrusion, adaptivity and granular approaches
- Role of granularity in all the above.
***Please indicate your session during submission at easychair.***
Principal Organizer & Chair:
A Mani, (India)
E-mail: a.mani.cms@gmail.com
Web: http://www.logicamani.in
Organizer & Co-Chair:
Anna Gomolinska (Poland)
E-mail: anna.gom@math.uwb.edu.pl