Volume 4, Issue 3 | Granular Computing

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Volume 4, Issue 3

July 2019

Granular Computing in Machine Learning

Issue Editors:

Degang Chen,
Weihua Xu,
Jinhai Li

21 articles in this issue

Granular computing in machine learning
Degang Chen
Weihua Xu
Jinhai Li
Preface 23 November 2018 Pages: 299 - 300
Neighborhood attribute reduction for imbalanced data
Wendong Zhang
Xun Wang
Pingxin Wang
Original Paper 25 June 2018 Pages: 301 - 311
Attribute reduction based on the Boolean matrix
Yunpeng Shi
Yang Huang
Qiang He
Original Paper 16 June 2018 Pages: 313 - 322
Optimal granulation selection for multi-label data based on multi-granulation rough sets
Meishe Liang
Jusheng Mi
Tao Feng
Original Paper 26 June 2018 Pages: 323 - 335
Granule description based on positive and negative attributes
Huilai Zhi
Jinhai Li
Original Paper 19 July 2018 Pages: 337 - 350
Multi-level granularity in formal concept analysis
Jianjun Qi
Ling Wei
Qing Wan
Original Paper Open access 09 August 2018 Pages: 351 - 362
Three-way decisions with reflexive probabilistic rough fuzzy sets
Jian-Min Ma
Hong-Ying Zhang
Yu-Hua Qian
Original Paper 20 August 2018 Pages: 363 - 375
Operation properties and algebraic properties of multi-covering rough sets
Qingzhao Kong
Xiawei Zhang
Weihua Xu
Original Paper 11 October 2018 Pages: 377 - 390
Probabilistic decision making based on rough sets in interval-valued fuzzy information systems
Derong Shi
Xiaoyan Zhang
Original Paper 16 October 2018 Pages: 391 - 405
Extension of intuitionistic fuzzy TODIM technique for multi-criteria decision making method based on shapley weighted divergence measure
Pratibha Rani
Divya Jain
D. S. Hooda
Original Paper 26 May 2018 Pages: 407 - 420
An extension of VIKOR method for multi-attribute decision-making under Pythagorean hesitant fuzzy setting
Muhammad Sajjad Ali Khan
Saleem Abdullah
Fazli Amin
Original Paper 13 June 2018 Pages: 421 - 434
Multiple-criteria decision-making for service quality selection based on Shapley COPRAS method under hesitant fuzzy sets
Arunodaya Raj Mishra
Pratibha Rani
Kamal Raj Pardasani
Original Paper 16 June 2018 Pages: 435 - 449
Granular cognitive maps: a review
Rafael Falcon
Gonzalo Nápoles
Koen Vanhoof
Original Paper 11 June 2018 Pages: 451 - 467
Hybrid aggregation operators based on Pythagorean hesitant fuzzy sets and their application to group decision making
Muhammad Sajjad Ali Khan
Saleem Abdullah
Khaista Rahman
Original Paper 25 June 2018 Pages: 469 - 482
Multi-granulation fuzzy decision-theoretic rough sets and bipolar-valued fuzzy decision-theoretic rough sets and their applications
Prasenjit Mandal
A. S. Ranadive
Original Paper 05 July 2018 Pages: 483 - 509
Multi-criteria assessment of cellular mobile telephone service providers using intuitionistic fuzzy WASPAS method with similarity measures
Arunodaya Raj Mishra
Rahul Kumar Singh
Deepak Motwani
Original Paper 19 July 2018 Pages: 511 - 529
A visual analytics with evidential inference for big data: case study of chemical vapor deposition in solar company
Yu-Chien Ko
Yang-Yin Ting
Hamido Fujita
Original Paper 19 July 2018 Pages: 531 - 544
Object and attribute oriented m-polar fuzzy concept lattice using the projection operator
Prem Kumar Singh
Original Paper 19 July 2018 Pages: 545 - 558
Hesitant bipolar-valued fuzzy sets and bipolar-valued hesitant fuzzy sets and their applications in multi-attribute group decision making
Prasenjit Mandal
A. S. Ranadive
Original Paper 21 July 2018 Pages: 559 - 583
Trapezoidal interval type-2 fuzzy soft stochastic set and its application in stochastic multi-criteria decision-making
Soumi Manna
Tanushree Mitra Basu
Shyamal Kumar Mondal
Original Paper 31 July 2018 Pages: 585 - 599
On solution of constraint matrix games under rough interval approach
El-Saeed Ammar
M. G. Brikaa
Original Paper 07 August 2018 Pages: 601 - 614