Performance evaluation of fuzzy clustered case-based reasoning

作者: Malik Jahan Khan , Cynthia Khan

DOI: 10.1080/0952813X.2020.1744194

关键词:

摘要: Case-based reasoning (CBR) is a nature-inspired machine learning technique. It solves new problem using the existing similar problems with their solutions stored in central repository known as ca...

参考文章(44)
Eduardo Lupiani, Jose M. Juarez, Jose Palma, A Proposal of Temporal Case-Base Maintenance Algorithms international conference on case-based reasoning. pp. 260- 273 ,(2014) , 10.1007/978-3-319-11209-1_19
David B. Leake, David C. Wilson, Categorizing Case-Base Maintenance: Dimensions and Directions Lecture Notes in Computer Science. pp. 196- 207 ,(1998) , 10.1007/BFB0056333
Pádraig Cunningham, CBR: Strengths and Weaknesses industrial and engineering applications of artificial intelligence and expert systems. pp. 517- 524 ,(1998) , 10.1007/3-540-64574-8_437
Taghi M. Khoshgoftaar, Naeem Seliya, Fault Prediction Modeling for Software Quality Estimation: Comparing Commonly Used Techniques Empirical Software Engineering. ,vol. 8, pp. 255- 283 ,(2003) , 10.1023/A:1024424811345
Brigitte Bartsch-Spörl, Mario Lenz, André Hübner, Case-Based Reasoning: Survey and Future Directions Lecture Notes in Computer Science. pp. 67- 89 ,(1999) , 10.1007/10703016_4
Malik Jahan Khan, Mian Muhammad Awais, Shafay Shamail, Achieving Self-configuration Capability in Autonomic Systems Using Case-Based Reasoning with a New Similarity Measure international conference on intelligent computing. pp. 97- 106 ,(2007) , 10.1007/978-3-540-74282-1_12
Rudradeb Mitra, Jayanta Basak, Methods of case adaptation: A survey International Journal of Intelligent Systems. ,vol. 20, pp. 627- 645 ,(2005) , 10.1002/INT.20087
James C. Bezdek, Robert Ehrlich, William Full, FCM: The fuzzy c-means clustering algorithm Computers & Geosciences. ,vol. 10, pp. 191- 203 ,(1984) , 10.1016/0098-3004(84)90020-7
T. Warren Liao, Zhiming Zhang, Claude R. Mount, Similarity measures for retrieval in case-based reasoning systems Applied Artificial Intelligence. ,vol. 12, pp. 267- 288 ,(1998) , 10.1080/088395198117730
Malik Jahan KHAN, Mian Muhammad AWAIS, Shafay SHAMAIL, Improving Efficiency of Self-Configurable Autonomic Systems Using Clustered CBR Approach IEICE Transactions on Information and Systems. ,vol. 93, pp. 3005- 3016 ,(2010) , 10.1587/TRANSINF.E93.D.3005