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Next: Books Up: pub_list Previous: Refereed conference papers

Refereed book chapters

  1. Yao, Y.Y., An introduction to three-way decision, in: Li, X.N., Qi, J.J., Sun, B.Z. (Eds.). Theory and Applications of Three-way Decision (in Chinese), Sience Press, Beijing, pp. 14-30, 2019.

  2. Yao, Y.Y., Three-way computing, cognitive computing, and granular compting, in: Liang, J.Y., Yao, Y.Y., Li, D.Y. (Eds.). Multigranulation Computing and Three-way Decisions (in Chinese), Sience Press, Beijing, pp. 305-314, 2019.

  3. Hepting, D.H., Bin Amer, H.H., Yao, Y.Y., Facial similarity analysis: A three-way decision perspective, in: Bello R., Falcon R., Verdegay J. (Eds), Uncertainty Management with Fuzzy and Rough Sets, Springer, Cham, pp. 289-313, 2019.

  4. Yao, Y.Y., Three-way decisions: thinking strategies and methodology through trisecting-and-acting (in Chinese), Zhang, Y.P., Yao, Y.Y., Miao, D.Q., Wang, G.Y., Liang, J.Y., Li, T.R., Zhao, S. (Eds.), Historical Perspectives on and Future of Granlar Computing, Quotient Spaces, and Three-way Decisions (in Chinese), Sience Press, Beijing, pp. 146-161, 2017.

  5. Sakai, H., Nakata, M., Yao, Y.Y., Pawlak's many valued information system, non-deterministic information system, and a proposal of new topics on information incompleteness toward the actual application, in: Wang, G.Y., Skowron, A., Yao, Y.Y., Slezak, D., Polkowski, L. (Eds.), Thriving Rough Sets, Springer International Publishing AG, pp. 187-204, 2017.

  6. Zhong, N., Ma, J.H., Huang, R.H., Liu, J.M., Yao, Y.Y., Zhang, Y.X., Chen, J.H., Research challenges and perspectives on Wisdom Web of Things (W2T), in: Zhong, N., Ma, J.H., Liu, J.M., Huang, R.H., Tao, X.H. (Eds.), Wisdom Web of Things, Springer International Publishing Switzerland, pp. 1-26, 2016.

  7. Chen, J.H., Ma, J.H, Zhong, N., Yao, Y.Y., Liu, J.M., Huang, R.J., Li, W.B., Huang, Z.S., Gao, Y., WaaS - Wisdom as a Service, in: Zhong, N., Ma, J.H., Liu, J.M., Huang, R.H., Tao, X.H. (Eds.), Wisdom Web of Things, Springer International Publishing Switzerland, pp. 27-46, 2016.

  8. Yao, Y.Y., Rough set approximations: A concept analysis point of view, in: Ishibuch, H. (Ed.), Computational Intelligence - Volume I, Encyclopedia of Life Support Systems (EOLSS), pp. 282-296, 2015.

  9. Yao, Y.Y., Greco, S., S\lowinski, Probabilistic rough sets, in: Kacprzyk, J., Pedrycz, W. (Eds.), Springer Handbook of Computational Intelligence, Springer-Verlag, Berlin, pp. 387-411, 2015.

  10. Yao, Y.Y., Yu, H., An introduction to three-way decisions (in Chinese), in: Yu, H., Wang, G.Y., Li, T.R., Liang, J.Y., Miao, D.Q., Yao, Y.Y. (Eds.), Three-Way Decisions: Methods and Practices for Complex Problem Solving, Science Press, Beijing, pp. 1-19, 2015.

  11. Qi, J.J., Wei, L., Yao, Y.Y., Three-way formation of formal concepts (in Chinese), in: Yu, H., Wang, G.Y., Li, T.R., Liang, J.Y., Miao, D.Q., Yao, Y.Y. (Eds.), Three-Way Decisions: Methods and Practices for Complex Problem Solving, Science Press, Beijing, pp. 1-19, 2015.

  12. Yao, Y.Y., Several issues in studies on three-way decisions (in Chinese), in: Dun, L., Li, T.R., Miao, D.Q., Wang, G.Y., Liang, J.Y. (Eds.), Three-way Decisions and Granular Computing, Science Press, Beijing, China, pp. 1-13, 2013.

  13. Yao, Y.Y., Deng, X.F., A granular computing paradigm for concept learning, in: Ramanna, S., Jain, L., Howlett, R.J. (Eds.), Emerging Paradigms in Machine Learning, Springer, London, pp. 307-326, 2013.

  14. Grzymala-Busse, J.W., Marepally, S.R., Yao, Y.Y., An empirical comparison of rule sets induced by LERS and probabilistic rough classification, in: Skowron, A. and Suraj, Z. (Eds.), Rough Sets and Intelligent Systems - Professor Zdzislaw Pawlak in Memoriam, Springer, Berlin, pp. 261-276, 2013.

  15. Yao, Y.Y., Three-way decisions (in Chinese), in: Jia, X.Y., Shang, L., Zhou, X.Z., Liang, J.Y., Miao, D.Q., Wang, G.Y., Li, T.R., Zhang, Y.P. (Eds.), Theory of Three-way Decisions and Applicatiion, Nanjing University Press, Nanjing, China, pp. 1-16, 2012.

  16. Yao, Y.Y., Three-way decisions using rough sets, in: Peters, G., Lingras, P., Slezak, D., Yao, Y.Y. (Eds.), Rough Sets: Selected Methods and Applications in Management and Engineering, Springer, London, pp. 79-93, 2012.

  17. Yao, Y.Y., Interval sets (in Chinese), in: Wang, G.Y., Li, D.Y., Yao, Y.Y., Liang, J.Y., Miao, D.Q., Zhang, Y.P., Zhang, Q.H. (Eds.), Cloud Model and Granular Computing, Science Press, Beijing, pp. 74-93, 2012.

  18. Yao, Y.Y., Slezak, D., An introduction to rough sets, in: Peters, G., Lingras, P., Slezak, D., and Yao, Y.Y. (Eds.), Rough Sets: Selected Methods and Applications in Management and Engineering, Springer, London, pp. 3-20, 2012.

  19. Deng, X.F., Wang, H.K., Yao, Y.Y., Adapive rough set approximations based on three-way decisions (in Chinese), in: Jia, X.Y., Shang, L., Zhou, X.Z., Liang, J.Y., Miao, D.Q., Wang, G.Y., Li, T.R., Zhang, Y.P. (Eds.), Theory of Three-way Decisions and Applicatiion, Nanjing University Press, Nanjing, China, pp. 118-130, 2012.

  20. Yao, Y.Y., Methodology of granular computing, in: Miao, D.Q., Li, D.Y., Yao, Y.Y., Wang, G.Y., Zhang, Y.P., Wu, W.Z., Liang, J.Y., Yu, D.R., and Wang, R.Z. (Eds.), Uncertainty and Granular Computing (in Chinese), Science Press, Beijing, China, pp. 150-163, 2011.

  21. Yao, Y.Y., Notes on research on decision-theoretic rough sets, in: Li, H.X., Zhou, X.Z., Li, T.R., Wang, G.Y., Miao, D.Q., and Yao, Y.Y. (Eds.), Decision-Theoretic Rough Set Theory and Recent Progress (in Chinese), Science Press, Beijing, China, pp. 155-178, 2011.

  22. Yao, Y.Y., Artificial intelligence perspectives on granular computing, in: W. Pedrycz and S.-M. Chen (Eds.), Granular Computing and Intelligent Systems Design with Information Granules of Higher Order and Higher Type, Intelligent Systems Reference Library, Volume 13, Springer, Berlin, pp. 17-34, 2011.

  23. Yao, Y.Y., Human-inspired granular computing, in: J.T. Yao (Ed.), Novel Developments in Granular Computing: Applications for Advanced Human Reasoning and Soft Computation, Information Science Reference, Herskey, PA, pp. 1-15, 2010.

  24. Yao, Y.Y., The Triarchic theory of granular computing, in: Zhang, Y.P., Luo, B., Yao, Y.Y., Miao, D.Q., Wang, G.Y., Zhang, L. and Zhang, B. (Eds.) Quotient Space Theory and Ganular Computing, Theory and Practice of Structured Problem Solving (in Chinese), Science Press, Beijing, pp. 115-143, 2010.

  25. Yao, Y.Y., Zhong, N. and Zeng, Y., Information retrieval support systems, in: Encyclopedia of Library and Information Sciences, Third Edition, 1: 1, 2546-2552, 2010.

  26. Butz, C.J., Yan, W., Lingras, P. and Yao, Y.Y., The CPT structure of variable elimination in discrete Bayesian networks, in: Z.W. Ras and L.-S. Tsay (Eds.): Advances in Intelligent Information Systems, SCI 265, Springer-Verlag, Berlin, pp. 245-57, 2010.

  27. Yao, Y.Y., Integrative levels of granularity, in: Bargiela, A. and Pedrycz, W. (Eds.) Human-Centric Information Processing Through Granular Modelling, Springer-Verlag, Berlin, pp. 31-47, 2009.

  28. Yao, Y.Y., Miao, D. and Xu, F., Granular structures and approximations in rough sets and knowledge spaces, in: Abraham, A., Falc, R., and Bello, R. (Eds.) Rough Set Theory: A True Landmark in Data Analysis, Springer-Verlag, Berlin, pp. 71-84, 2009.

  29. Yao, Y.Y. and Zhong, N. Granular computing for web intelligence, in: Ras, Z.W. and Dardzinska, A. (Eds.) Advances in Data Management, Springer-Verlag, Berlin, pp. 89-102, 2009.

  30. Yao, Y.Y. and Zhong, N. Granular computing, in: Wah, B.W. (Ed.) Wiley Encyclopedia of Computer Science and Engineering, Volume 3, 1446-1453, 2009.

  31. Zhong, N., Liu, J. and Yao, Y.Y. Web intelligence (WI), in: Wah, B.W. (Ed.) Wiley Encyclopedia of Computer Science and Engineering, Volume 5, 3062-3072, 2009.

  32. Zhao, Y. and Yao, Y.Y., On interactive data mining, in: Wang, J. (Ed.) Encyclopedia of Data Warehousing and Mining, 2nd edition, Idea Group Inc., pp. 1085-1090, 2009.

  33. Yao, Y.Y., A unified framework of granular computing, in: Pedrycz, W., Skowron, A. and Kreinovich, V. (Eds.), Handbook of Granular Computing, Wiley, pp. 401-410, 2008.

  34. Yao, Y.Y. and Chen, Y.H. Rough set analysis and formal concept analysis, in: Hassanien, A.E., Suraj, Z., Slezak, D. and Lingras, P. (Eds.) Rough Computing, Theories, Techniques, and Applications, Information Science Reference, Hershey, pp. 108-127, 2008.

  35. Yao, Y.Y., Zhong, N. and Zhao, Y. A conceptual framework of data mining, in: Lin, T.Y., Xie, Y., Wasilewska, A. and C.-J. (Eds.) Data Mining: Foundations and Practice, Springer, Berlin, pp. 501-515, 2008.

  36. Yao, Y.Y. The art of granular computing (in Chinese), in: Miao, D., Wnag, G.Y., Liu, Q., Lin, T.Y. and Yao, Y.Y. (Eds.) Granular Computing: Past, Present, and the Future Perspectives, Academic Press, Beijing, China, pp. 1-20, 2007.

  37. Yao, Y.Y., On conceptual modeling of data mining, in: Wang, J., Zhou, Z.H., and Zhou, A.Y. (Eds.), Machine Learning and Applications, Tsinghua University Press, Beijing, pp. 238-255, 2006.

  38. Yao, Y.Y., On unifying formal concept analysis and rough set analysis, in: Zhang, W.X., Yao, Y.Y. and Leung, Y. (Eds.), Rough Set and Concept Lattice, Xi'an Jiaotong University Press, pp. 1-20, 2006.

  39. Yao, Y.Y., Chen, Y.H. and Yang, X.D. A Measurement-theoretic foundation of rule interestingness evaluation, in: Lin, T.Y., Ohsuga, S., Liau, C.J. and Hu, X. (Eds), Foundations and Novel Approaches in Data Mining, Springer, Berlin, pp. 41-59, 2006.

  40. Yao, J.T., Yao, Y.Y. and Zhao, Y., Foundations of classification, in: Lin, T.Y., Ohsuga, S., Liau, C.J. and Hu, X. (Eds), Foundations and Novel Approaches in Data Mining, Springer, pp. 75-97, 2006.

  41. Ma, J.M., Zhang, W.X. and Yao, Y.Y., Rough sets and granular computing (in Chinese), in: Zhang, W.X., Yao, Y.Y. and Leung, Y. (Eds.), Rough Set and Concept Lattice, Xi'an Jiaotong University Press, pp. 160-180, 2006.

  42. Yao, Y.Y. and Zhao, Y., Explanation-oriented data mining, in: Wang, J. (Ed.), Encyclopedia of Data Warehousing and Mining, Idea Group Inc., pp. 492-297, 2005. Also appeared as "On explanation-oriented data mining", in: Wang, J. (Ed.), Encyclopedia of Data Warehousing and Mining, 2nd Edition, Idea Group Inc., pp. 842-848, 2009.

  43. Zhong, N., Yao, Y.Y., Liu, C., Huang, J. and Ou, C. Data mining for targeted marketing, in: Intelligent Technologies for Information Analysis, Zhong, N. and Liu, J.M. (Eds.), Springer, Berlin, pp. 109-131, 2004.

  44. Tang, Y., Zhang, Y.-Q., Kandel, A., Lin, T.Y. and Yao, Y.Y., Personalized Web search agents using data mining and granular fuzzy techniques, in: Enhancing the Power of the Internet, Nikravesh, M., Azvine, B., Yagar, R. and Zadeh, L.A. (Eds.), Springer, Berlin, pp. 207-224, 2004.

  45. Yao, Y.Y., Mining high order decision rules, in: Rough Set Theory and Granular Computing, Inuiguchi, M., Hirano, S. and Tsumoto, S. (Eds.), Springer, Berlin, pp. 125-135, 2003.

  46. Yao, Y.Y., Granular computing for the design of information retrieval support systems, in: Clustering and Information Retrieval, Wu, W., Xiong, H. and Shekhar, S. (Eds.), Kluwer Academic Publishers, 299-329, 2003.

  47. Yao, Y.Y., Information-theoretic measures for knowledge discovery and data mining, in: Entropy Measures, Maximum Entropy and Emerging Applications, Karmeshu (Ed.), Springer, Berlin, pp. 115-136, 2003.

  48. Yao, Y.Y., Information granulation and approximation in a decision-theoretic model of rough sets, in: Rough-Neural Computing: Techniques for Computing with Words, Pal, S.K., Polkowski, L., and Skowron, A. (Eds), Springer, Berlin, pp. 491-518, 2003.

  49. Intan, R. Yao, Y.Y. and Mukaidono, M. Generalization of rough sets using weak fuzzy similarity relations, in: Rough Set Theory and Granular Computing, Inuiguchi, M., Hirano, S. and Tsumoto, S. (Eds.), Springer, Berlin, pp. 37-46, 2003.

  50. Lu, Z., Yao, Y.Y. and Zhong, N. Web log mining, in: Web Intelligence, Zhong, N., Liu, J.M. and Yao, Y.Y. (Eds.), Springer, Berlin, pp. 173-194, 2003.

  51. Yao, Y.Y. and Zhong, N. Granular computing using information tables, in: Data Mining, Rough Sets and Granular Computing, Lin, T.Y., Yao, Y.Y. and Zadeh, L.A. (Eds.), Physica-Verlag, Heidelberg, pp. 102-124, 2002.

  52. Wong, S.K.M., Yao, Y.Y. and Butz, C.J. Granular information retrieval, in: Soft Computing in Information Retrieval: Techniques and Applications, Crestani, F. and Pasi, G. (Eds.), Physica-Verlag, Heidelberg, pp. 317-331, 2000.

  53. Yao, Y.Y., Generalized rough set models, in: Rough Sets in Knowledge Discovery, Polkowski, L. and Skowron, A. (Eds.), Physica-Verlag, Heidelberg, pp. 286-318, 1998.

  54. Yao, Y.Y., Combination of rough and fuzzy sets based on $\alpha$-level sets, in: Rough Sets and Data Mining: Analysis for Imprecise Data, Lin, T.Y. and Cercone, N. (Eds.), Kluwer Academic Publishers, Boston, pp. 301-321, 1997.

  55. Yao, Y.Y. and Wang, J., Interval based uncertain reasoning using fuzzy and rough sets, in: Advances in Machine Intelligence & Soft-Computing, Volume IV, Wang, P.P. (Ed.), Department of Electrical Engineering, Duke University, Durham, North Carolina, USA, pp. 196-215, 1997.

  56. Yao, Y.Y., Wong, S.K.M., and Lin, T.Y., A review of rough set models, in: Rough Sets and Data Mining: Analysis for Imprecise Data, Lin, T.Y. and Cercone, N. (Eds.), Kluwer Academic Publishers, Boston, pp. 47-75, 1997.

  57. Wong, S.K.M., Yao, Y.Y., and Lingras, P., Comparative beliefs, in: Advances in the Dempster-Shafer Theory of Evidence, Yager, R.R., Fedrizzi, M., and Kacprzyk, J. (Eds.), Wiley, New York, pp. 115-132, 1994.
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Next: Books Up: pub_list Previous: Refereed conference papers
Y. Yao 2021-04-17