Display statistics. Publication date Author Khan, M.
Note: I am not maintaining this page; last updated several years ago.
Hayat, H. Awan, Irfan U. Keyword Case-based reasoning Lazy machine learning Soft-computing Case-base maintenance. This work is licensed under a Creative Commons Attribution 4. Peer-Reviewed Yes. Metadata Show full item record. Abstract Case-based reasoning CBR is a nature inspired paradigm of machine learning capable to continuously learn from the past experience.
Each newly solved problem and its corresponding solution is retained in its central knowledge repository called case-base. It results into performance bottleneck as the number of comparisons of each new problem with the existing problems also increases with the case-base growth.
- Politics and Nationality in Contemporary Soviet-Jewish Emigration, 1968–89!
- The Official Patients Sourcebook on Cushings Syndrome: A Revised and Updated Directory for the Internet Age.
- All of the Repository.
- Adaptive Case Based Reasoning for Fault Diagnosis - IEEE Conference Publication;
- Investigating soft computing in case-based reasoning for software cost estimation!
- Economics, Ethics, and Environmental Policy: Contested Choices?
To address this performance bottleneck, different case-base maintenance CBM strategies are used so that the growth of the case-base is controlled without compromising on the utility of knowledge maintained in the case-base. This research work presents a hybrid case-base maintenance approach which equally utilizes the benefits of case addition as well as case deletion strategies to maintain the case-base in online and offline modes respectively.
The proposed maintenance method has been evaluated using a simulated model of autonomic forest fire application and its performance has been compared with the existing approaches on a large case-base of the simulated case study. Sun and G. Leake and D.
Reinartz , I. Iglezakis and T.
Roth-Berghofer , On quality measure for case base maintenance. Smyth and M. Iglezakis and C. Rong, Y. Qiang and P. Jialin, Mining competent case bases for case-based reasoning, Artif.
- Why Everyone (Else) Is a Hypocrite: Evolution and the Modular Mind?
- Share this:.
- My Account?
- 1 Introduction;
- The Yellow River : the problem of water in modern China!
Li and X. Smyth and E.
Frontmatter - Foundations of Soft Case‐Based Reasoning - Wiley Online Library
Pan, Q. Yang and S. Pan, Mining competent case bases for case-based reasoning, Artif. Shiu, D.
Yeung, C. Sun and X. Cao, Simon C. Yang and J.
Professor of Information Technology and Chair of Scientific Research Group in Egypt
Markovitch and P. Haouchine, B. Chebel-Morello and N.
Chou, B. H Kuo and F. Ritter and H.
Woodruff and S. Lowry and T. Smiti and Z. Aha, and D.