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- affiliation: University of Regina, Canada
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2020 – today
- 2023
[j160]Baoli Wang
, Jiye Liang, Yiyu Yao:
A trilevel analysis of uncertainty measuresin partition-based granular computing. Artif. Intell. Rev. 56(1): 533-575 (2023)- [j159]Yiyu Yao:
Human-machine co-intelligence through symbiosis in the SMV space. Appl. Intell. 53(3): 2777-2797 (2023) - [j158]Guangming Lang, Yiyu Yao:
Formal concept analysis perspectives on three-way conflict analysis. Int. J. Approx. Reason. 152: 160-182 (2023) - 2022
- [j157]Jinxing Zhu, Xueling Ma, Jianming Zhan, Yiyu Yao:
A three-way multi-attribute decision making method based on regret theory and its application to medical data in fuzzy environments. Appl. Soft Comput. 123: 108975 (2022) - [j156]Jingtao Yao, Yiyu Yao, Davide Ciucci, Kaizhu Huang:
Granular Computing and Three-way Decisions for Cognitive Analytics. Cogn. Comput. 14(6): 1801-1804 (2022) - [j155]Xianyong Zhang, Yiyu Yao:
Tri-level attribute reduction in rough set theory. Expert Syst. Appl. 190: 116187 (2022) - [j154]Md Momin Al Aziz, Tanbir Ahmed, Tasnia Faequa, Xiaoqian Jiang, Yiyu Yao, Noman Mohammed:
Differentially Private Medical Texts Generation Using Generative Neural Networks. ACM Trans. Comput. Heal. 3(1): 5:1-5:27 (2022) - [j153]Yiyu Yao, Jilin Yang:
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces. Int. J. Approx. Reason. 142: 231-247 (2022) - [j152]Yiyu Yao:
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science. Int. J. Approx. Reason. 144: 113-128 (2022) - [j151]Stefania Boffa, Andrea Campagner, Davide Ciucci, Yiyu Yao:
Aggregation operators on shadowed sets. Inf. Sci. 595: 313-333 (2022) - [j150]Jingqian Wang, Xiaohong Zhang, Yiyu Yao:
Matrix approach for fuzzy description reduction and group decision-making with fuzzy β-covering. Inf. Sci. 597: 53-85 (2022) - [j149]Yumei Wang, Peide Liu, Yiyu Yao:
BMW-TOPSIS: A generalized TOPSIS model based on three-way decision. Inf. Sci. 607: 799-818 (2022) - [j148]Jilin Yang, Yiyu Yao, Xianyong Zhang:
A model of three-way approximation of intuitionistic fuzzy sets. Int. J. Mach. Learn. Cybern. 13(1): 163-174 (2022) - [c189]Yiyu Yao:
Three-way Decision, Three-World Conception, and Explainable AI. IJCRS 2022: 39-53 - [c188]Chengjun Shi, Zhen Wang, Ling Wei, Yiyu Yao:
Three-Way Approximate Criterion Reduction in Multi-Criteria Decision Analysis. IJCRS 2022: 289-303 - 2021
- [j147]Yiyu Yao:
The geometry of three-way decision. Appl. Intell. 51(9): 6298-6325 (2021) - [j146]Guangming Lang, Yiyu Yao:
New measures of alliance and conflict for three-way conflict analysis. Int. J. Approx. Reason. 132: 49-69 (2021) - [j145]Jilin Yang, Yiyu Yao:
A three-way decision based construction of shadowed sets from Atanassov intuitionistic fuzzy sets. Inf. Sci. 577: 1-21 (2021) - [j144]Xun Wang, Pingxin Wang, Xibei Yang, Yiyu Yao:
Attribution reduction based on sequential three-way search of granularity. Int. J. Mach. Learn. Cybern. 12(5): 1439-1458 (2021) - [j143]Jianming Zhan, Haibo Jiang, Yiyu Yao:
Three-Way Multiattribute Decision-Making Based on Outranking Relations. IEEE Trans. Fuzzy Syst. 29(10): 2844-2858 (2021) - [c187]Wei Liu, Yiyu Yao, Yucong Duan:
Message from the DIKW 2021 General Chairs. HPCC/DSS/SmartCity/DependSys 2021: x - [c186]Yiyu Yao, Chengjun Shi:
3RD: A Multi-criteria Decision-Making Method Based on Three-Way Rankings. IJCRS 2021: 294-309 - 2020
- [j142]Jianming Zhan, Xiaohong Zhang, Yiyu Yao:
Covering based multigranulation fuzzy rough sets and corresponding applications. Artif. Intell. Rev. 53(2): 1093-1126 (2020) - [j141]Yiyu Yao:
Three-way granular computing, rough sets, and formal concept analysis. Int. J. Approx. Reason. 116: 106-125 (2020) - [j140]Yu Fang, Cong Gao, Yiyu Yao:
Granularity-driven sequential three-way decisions: A cost-sensitive approach to classification. Inf. Sci. 507: 644-664 (2020) - [j139]Davide Ciucci, Yiyu Yao:
Synergy of Granular Computing, Shadowed Sets, and Three-way Decisions. Inf. Sci. 508: 422-425 (2020) - [j138]Li Zhang, Jianming Zhan, Yiyu Yao:
Intuitionistic fuzzy TOPSIS method based on CVPIFRS models: An application to biomedical problems. Inf. Sci. 517: 315-339 (2020) - [j137]Jianming Zhan, Haibo Jiang, Yiyu Yao:
Covering-based variable precision fuzzy rough sets with PROMETHEE-EDAS methods. Inf. Sci. 538: 314-336 (2020) - [j136]Junfang Luo, Hamido Fujita, Yiyu Yao, Keyun Qin:
On modeling similarity and three-way decision under incomplete information in rough set theory. Knowl. Based Syst. 191: 105251 (2020) - [j135]Jilin Yang, Yiyu Yao:
Semantics of soft sets and three-way decision with soft sets. Knowl. Based Syst. 194: 105538 (2020) - [j134]Guangming Lang, Junfang Luo, Yiyu Yao:
Three-way conflict analysis: A unification of models based on rough sets and formal concept analysis. Knowl. Based Syst. 194: 105556 (2020) - [j133]Yiyu Yao:
Tri-level thinking: models of three-way decision. Int. J. Mach. Learn. Cybern. 11(5): 947-959 (2020) - [j132]Xiaodong Yue, Jie Zhou, Yiyu Yao, Duoqian Miao:
Shadowed Neighborhoods Based on Fuzzy Rough Transformation for Three-Way Classification. IEEE Trans. Fuzzy Syst. 28(5): 978-991 (2020) - [c185]Chengjun Shi, Yiyu Yao:
Trilevel Multi-criteria Decision Analysis Based on Three-Way Decision. IFIP TC12 ICIS 2020: 115-124 - [c184]Xin Cui, Jingtao Yao, Yiyu Yao:
Modeling Use-Oriented Attribute Importance with the Three-Way Decision Theory. IJCRS 2020: 122-136
2010 – 2019
- 2019
- [j131]Mengjun Hu, Xiaofei Deng, Yiyu Yao:
On the properties of subsethood measures. Inf. Sci. 494: 208-232 (2019) - [j130]Xue Rong Zhao, Yiyu Yao:
Three-way fuzzy partitions defined by shadowed sets. Inf. Sci. 497: 23-37 (2019) - [j129]Xi'ao Ma, Yiyu Yao:
Min-max attribute-object bireducts: On unifying models of reducts in rough set theory. Inf. Sci. 501: 68-83 (2019) - [j128]Kai Zhang, Jianming Zhan, Yiyu Yao:
TOPSIS method based on a fuzzy covering approximation space: An application to biological nano-materials selection. Inf. Sci. 502: 297-329 (2019) - [j127]Mengjun Hu, Yiyu Yao:
Structured approximations as a basis for three-way decisions in rough set theory. Knowl. Based Syst. 165: 92-109 (2019) - [j126]Yiyu Yao:
Three-way conflict analysis: Reformulations and extensions of the Pawlak model. Knowl. Based Syst. 180: 26-37 (2019) - [c183]Mengjun Hu, Xiaofei Deng, Yiyu Yao:
An Application of Bayesian Confirmation Theory for Three-Way Decision. IJCRS 2019: 3-15 - 2018
- [j125]Xibei Yang, Yiyu Yao:
Ensemble selector for attribute reduction. Appl. Soft Comput. 70: 1-11 (2018) - [j124]Yuhua Qian, Xinyan Liang, Qi Wang, Jiye Liang, Bing Liu, Andrzej Skowron, Yiyu Yao, Jianmin Ma, Chuangyin Dang:
Local rough set: A solution to rough data analysis in big data. Int. J. Approx. Reason. 97: 38-63 (2018) - [j123]Yiyu Yao:
Three-way decision and granular computing. Int. J. Approx. Reason. 103: 107-123 (2018) - [j122]Xi'ao Ma, Yiyu Yao:
Three-way decision perspectives on class-specific attribute reducts. Inf. Sci. 450: 227-245 (2018) - [j121]Xiaowen Hu, Chengchen Hu, Yiyu Yao:
Modeling the Effect of Interest Rate Uncertainty on Residents' Consumption - Based on a DSGE Model Embedded Stochastic Volatility. J. Adv. Comput. Intell. Intell. Informatics 22(6): 846-852 (2018) - [j120]Kai Zhang, Yiyu Yao:
A three learning states Bayesian knowledge tracing model. Knowl. Based Syst. 148: 189-201 (2018) - [j119]Pingxin Wang, Yiyu Yao:
CE3: A three-way clustering method based on mathematical morphology. Knowl. Based Syst. 155: 54-65 (2018) - [j118]Chunmao Jiang, Yiyu Yao:
Effectiveness measures in movement-based three-way decisions. Knowl. Based Syst. 160: 136-143 (2018) - [j117]Ruisi Ren, Ling Wei, Yiyu Yao:
An analysis of three types of partially-known formal concepts. Int. J. Mach. Learn. Cybern. 9(11): 1767-1783 (2018) - [j116]Ning Zhong, Jiming Liu, Yong Shi, Yiyu Yao:
An interview with Professor Raj Reddy on Web Intelligence (WI) and Computational Social Science (CSS). Web Intell. 16(3): 143-146 (2018) - [c182]Yuefeng Li, Libiao Zhang, Yue Xu, Yiyu Yao, Raymond Y. K. Lau, Yutong Wu:
Enhancing Binary Classification by Modeling Uncertain Boundary in Three-Way Decisions (Extended Abstract). ICDE 2018: 1827-1828 - [c181]Daryl H. Hepting, Hadeel Hatim Bin Amer, Yiyu Yao:
A Linear Model for Three-Way Analysis of Facial Similarity. IPMU (2) 2018: 528-537 - [c180]Yiyu Yao, Mengjun Hu, Xiaofei Deng:
Modes of Sequential Three-Way Classifications. IPMU (2) 2018: 724-735 - [c179]Mengjun Hu, Xiaofei Deng, Yiyu Yao:
A Sequential Three-Way Approach to Constructing a Co-association Matrix in Consensus Clustering. IJCSR 2018: 599-613 - 2017
- [j115]Jiajin Huang, Jian Wang, Yiyu Yao, Ning Zhong:
Cost-sensitive three-way recommendations by learning pair-wise preferences. Int. J. Approx. Reason. 86: 28-40 (2017) - [j114]Yiyu Yao, Shu Wang, Xiaofei Deng:
Constructing shadowed sets and three-way approximations of fuzzy sets. Inf. Sci. 412: 132-153 (2017) - [j113]Liquan Zhao, Yiyu Yao, Ling Zhang:
Measurement of general granules. Inf. Sci. 415: 128-141 (2017) - [j112]Chuan Luo, Tianrui Li, Yiyu Yao:
Dynamic probabilistic rough sets with incomplete data. Inf. Sci. 417: 39-54 (2017) - [j111]Yiyu Yao, Xianyong Zhang:
Class-specific attribute reducts in rough set theory. Inf. Sci. 418: 601-618 (2017) - [j110]Cong Gao, Yiyu Yao:
Actionable strategies in three-way decisions. Knowl. Based Syst. 133: 141-155 (2017) - [j109]Xin Yang, Tianrui Li, Hamido Fujita, Dun Liu, Yiyu Yao:
A unified model of sequential three-way decisions and multilevel incremental processing. Knowl. Based Syst. 134: 172-188 (2017) - [j108]Yiyu Yao:
Interval sets and three-way concept analysis in incomplete contexts. Int. J. Mach. Learn. Cybern. 8(1): 3-20 (2017) - [j107]Yuefeng Li, Libiao Zhang, Yue Xu, Yiyu Yao, Raymond Yiu-Keung Lau, Yutong Wu:
Enhancing Binary Classification by Modeling Uncertain Boundary in Three-Way Decisions. IEEE Trans. Knowl. Data Eng. 29(7): 1438-1451 (2017) - [c178]Pingxin Wang, Xibei Yang, Yiyu Yao:
C&E Re-clustering: Reconstruction of Clustering Results by Three-Way Strategy. ISMIS 2017: 540-549 - [c177]Cong Gao, Yiyu Yao:
Actionable Strategies in Three-Way Decisions with Rough Sets. IJCRS (2) 2017: 183-199 - [c176]Mengjun J. Hu, Yiyu Yao:
Rough Set Approximations in an Incomplete Information Table. IJCRS (2) 2017: 200-215 - [e19]Lech Polkowski, Yiyu Yao, Piotr Artiemjew, Davide Ciucci, Dun Liu, Dominik Slezak, Beata Zielosko:
Rough Sets - International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3-7, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10313, Springer 2017, ISBN 978-3-319-60836-5 [contents] - [e18]Lech Polkowski, Yiyu Yao, Piotr Artiemjew, Davide Ciucci, Dun Liu, Dominik Slezak, Beata Zielosko:
Rough Sets - International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3-7, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10314, Springer 2017, ISBN 978-3-319-60839-6 [contents] - 2016
- [j106]Yiyu Yao:
Three-Way Decisions and Cognitive Computing. Cogn. Comput. 8(4): 543-554 (2016) - [j105]Yiyu Yao, Bing Zhou:
Two Bayesian approaches to rough sets. Eur. J. Oper. Res. 251(3): 904-917 (2016) - [j104]Lynn D'eer, Chris Cornelis, Yiyu Yao:
A semantically sound approach to Pawlak rough sets and covering-based rough sets. Int. J. Approx. Reason. 78: 62-72 (2016) - [j103]Yiyu Yao, Yanhong She:
Rough set models in multigranulation spaces. Inf. Sci. 327: 40-56 (2016) - [j102]Yiyu Yao:
Rough-set concept analysis: Interpreting RS-definable concepts based on ideas from formal concept analysis. Inf. Sci. 346-347: 442-462 (2016) - [j101]Hong Yu, Peng Jiao, Yiyu Yao, Guoyin Wang:
Detecting and refining overlapping regions in complex networks with three-way decisions. Inf. Sci. 373: 21-41 (2016) - [j100]Hamido Fujita, Tianrui Li, Yiyu Yao:
Advances in three-way decisions and granular computing. Knowl. Based Syst. 91: 1-3 (2016) - [j99]Xiuyi Jia, Lin Shang, Bing Zhou, Yiyu Yao:
Generalized attribute reduct in rough set theory. Knowl. Based Syst. 91: 204-218 (2016) - [c175]Lynn D'eer, Chris Cornelis, Yiyu Yao:
A Semantical Approach to Rough Sets and Dominance-Based Rough Sets. IPMU (2) 2016: 23-35 - [c174]Mengjun Hu, Yiyu Yao:
Definability in Incomplete Information Tables. IJCRS 2016: 177-186 - [c173]Bing Zhou, Yiyu Yao, Qingzhong Liu:
Utilizing DTRS for Imbalanced Text Classification. IJCRS 2016: 219-228 - [c172]Cong Gao, Yiyu Yao:
Determining Thresholds in Three-Way Decisions with Chi-Square Statistic. IJCRS 2016: 272-281 - [p13]Ning Zhong, Jianhua Ma, Runhe Huang, Jiming Liu, Yiyu Yao, Yaoxue Zhang, Jianhui Chen:
Research Challenges and Perspectives on Wisdom Web of Things (W2T). Semantic Web Technologies for Intelligent Engineering Applications 2016: 3-26 - [p12]Jianhui Chen, Jianhua Ma, Ning Zhong, Yiyu Yao, Jiming Liu, Runhe Huang, Wenbin Li, Zhisheng Huang, Yang Gao:
WaaS - Wisdom as a Service. Semantic Web Technologies for Intelligent Engineering Applications 2016: 27-46 - [e17]Víctor Flores, Fernando A. C. Gomide, Andrzej Janusz, Claudio Meneses, Duoqian Miao, Georg Peters, Dominik Slezak, Guoyin Wang, Richard Weber, Yiyu Yao:
Rough Sets - International Joint Conference, IJCRS 2016, Santiago de Chile, Chile, October 7-11, 2016, Proceedings. Lecture Notes in Computer Science 9920, 2016, ISBN 978-3-319-47159-4 [contents] - 2015
- [j98]Jianmin Ma, Yiyu Yao:
Rough Set Approximations in Multi-granulation Fuzzy Approximation Spaces. Fundam. Informaticae 142(1-4): 145-160 (2015) - [j97]Jiajin Huang, Xi Yuan, Ning Zhong, Yiyu Yao:
Modeling Tag-Aware Recommendations Based on User Preferences. Int. J. Inf. Technol. Decis. Mak. 14(5): 947-970 (2015) - [j96]Yiyu Yao:
The two sides of the theory of rough sets. Knowl. Based Syst. 80: 67-77 (2015) - [c171]Guoshun Huang, Yiyu Yao:
Region Vector Based Attribute Reducts in Decision-Theoretic Rough Sets. RSFDGrC 2015: 355-365 - [c170]Yiyu Yao:
Rough Sets and Three-Way Decisions. RSKT 2015: 62-73 - [c169]Hong Yu, Guoyin Wang, Baoqing Hu, Xiuyi Jia, Huaxiong Li, Tianrui Li, Decui Liang, Jiye Liang, Baoxiang Liu, Dun Liu, Jianmin Ma, Duoqian Miao, Fan Min, Jian-Jun Qi, Lin Shang, Jiucheng Xu, Hailong Yang, Jingtao Yao, Yiyu Yao, Hongying Zhang, Yanping Zhang, Yanhui Zhu:
Methods and Practices of Three-Way Decisions for Complex Problem Solving. RSKT 2015: 255-265 - [c168]Yiyu Yao, Cong Gao:
Statistical Interpretations of Three-Way Decisions. RSKT 2015: 309-320 - [c167]Bing Zhou, Yiyu Yao:
Decision-Level Sensor-Fusion Based on DTRS. RSKT 2015: 321-332 - [p11]Yiyu Yao, Salvatore Greco, Roman Slowinski:
Probabilistic Rough Sets. Handbook of Computational Intelligence 2015: 387-411 - [e16]Yiyu Yao, Qinghua Hu, Hong Yu, Jerzy W. Grzymala-Busse:
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 15th International Conference, RSFDGrC 2015, Tianjin, China, November 20-23, 2015, Proceedings. Lecture Notes in Computer Science 9437, Springer 2015, ISBN 978-3-319-25782-2 [contents] - 2014
- [j95]Jiajin Huang, Ning Zhong, Yiyu Yao:
A Unified Framework of Targeted Marketing using Customer Preferences. Comput. Intell. 30(3): 451-472 (2014) - [j94]Jianhui Chen, Jianhua Ma, Ning Zhong, Yiyu Yao, Jiming Liu, Runhe Huang, Wenbin Li, Zhisheng Huang, Yang Gao, Jianping Cao:
WaaS: Wisdom as a Service. IEEE Intell. Syst. 29(6): 40-47 (2014) - [j93]Xiaofei Deng, Yiyu Yao:
A Multifaceted Analysis of Probabilistic Three-way Decisions. Fundam. Informaticae 132(3): 291-313 (2014) - [j92]Yiyu Yao, Xiaofei Deng:
Quantitative rough sets based on subsethood measures. Inf. Sci. 267: 306-322 (2014) - [j91]Xiaofei Deng, Yiyu Yao:
Decision-theoretic three-way approximations of fuzzy sets. Inf. Sci. 279: 702-715 (2014) - [j90]Bing Zhou, Yiyu Yao, Jigang Luo:
Cost-sensitive three-way email spam filtering. J. Intell. Inf. Syst. 42(1): 19-45 (2014) - [c166]Alexander Zaranek, Bryan Ramoul, Hua Fei Yu, Yiyu Yao, Robert J. Teather:
Performance of modern gaming input devices in first-person shooter target acquisition. CHI Extended Abstracts 2014: 1495-1500 - [c165]Xiaofei Deng, Yiyu Yao, Jingtao Yao:
On Interpreting Three-Way Decisions through Two-Way Decisions. ISMIS 2014: 73-82 - [c164]Bing Zhou, Yiyu Yao:
Feature Selection Based on Confirmation-Theoretic Rough Sets. RSCTC 2014: 181-188 - [c163]Yiyu Yao, Mengjun Hu:
A Definition of Structured Rough Set Approximations. RSEISP 2014: 111-122 - [c162]Cong Gao, Yiyu Yao:
An Addition Strategy for Reduct Construction. RSKT 2014: 535-546 - [c161]Jian-Jun Qi, Ling Wei, Yiyu Yao:
Three-Way Formal Concept Analysis. RSKT 2014: 732-741 - [c160]Hong Yu, Peng Jiao, Guoyin Wang, Yiyu Yao:
Categorizing Overlapping Regions in Clustering Analysis Using Three-Way Decisions. WI-IAT (1) 2014: 350-357 - 2013
- [j89]Yiyu Yao:
Duality in Rough Set Theory Based on the Square of Opposition. Fundam. Informaticae 127(1-4): 49-64 (2013) - [j88]Ning Zhong, Jianhua Ma, Runhe Huang, Jiming Liu, Yiyu Yao, Yaoxue Zhang, Jianhui Chen:
Research challenges and perspectives on Wisdom Web of Things (W2T). J. Supercomput. 64(3): 862-882 (2013) - [j87]Yiyu Yao, Rong Fu:
The Concept of Reducts in Pawlak Three-Step Rough Set Analysis. Trans. Rough Sets 16: 53-72 (2013) - [c159]Luigi Benedicenti, Dongyan Blachford, Christine W. Chan, Allan East, Craig M. Gelowitz, Gordon H. Huang, Raman Paranjape, Sheila Petty, Jingtao Yao, Yiyu Yao:
Multidisciplinary approaches to computing. CCECE 2013: 1-8 - [c158]Xiaofei Deng, Yiyu Yao:
Mean-value-based decision-theoretic shadowed sets. IFSA/NAFIPS 2013: 1382-1387 - [c157]Yiyu Yao:
Granular Computing and Sequential Three-Way Decisions. RSKT 2013: 16-27 - [c156]Bing Zhou, Yiyu Yao:
Comparison of Two Models of Probabilistic Rough Sets. RSKT 2013: 121-132 - [c155]Jianlin Li, Xiaofei Deng, Yiyu Yao:
Multistage Email Spam Filtering Based on Three-Way Decisions. RSKT 2013: 313-324 - [p10]