Software Engineering with Computational Intelligence and Machine Learning
Eden Roc Renaissance Miami Beach, USA, July 7 - July 9, 2011
special session in
The Twenty-Third International Conference on Software Engineering and Knowledge Engineering
Organized by Knowledge Systems Institute, U.S.A.
The constantly evolving technological infrastructure presents a daunting challenge of the development and assurance of software systems with increasing size and complexity. Software engineers and project managers are striving to address various problems observed during the different phases of the software development life cycle. However, though related research has seen the development of some important and useful software engineering paradigms, their technology-transfer on a larger scale has been extremely gradual. The recent emergence of computational intelligence techniques in software engineering has opened doors for exploiting the currently developed and mature techniques of fuzzy logic, artificial neural networks, case-based reasoning, machine learning, knowledge-based systems, evolutionary computing, and expert systems (http://www.seciml.ualberta.ca).
TOPIC OF INTEREST
This special session will focus on the current research trends in the fusion of the computational intelligence, machine learning, and software engineering domains. The topics of particular interest to the session include but are not limited to:
- Fuzzy Logic
- Artificial Neural Networks
- Case-Based Reasoning
- Knowledge- and Rule-Based Systems
- Evolutionary Computing
- Hybrid Intelligent Systems
- Machine Learning and Data Mining
- Software Requirements and Specifications
- Software Cost and Effort Estimation
- Agent-Oriented Software Engineering
- Formal Methods
- Software Measures and Soft Computing
- Software Testing
- Software Verification and Validation
- Software Quality and Reliability Estimation
- Quality of Software Measurement Data
- Context-aware Software Systems
- Autonomic Systems
- Web-based Systems
SUBMISSION OF PAPERS
Submitted papers must not be previously published or be under consideration for publication elsewhere. Authors must adhere to all submission procedures of the 23rd SEKE’2011, including deadlines and paper format. In addition to submitting papers via the 23rd SEKE’2011 web site ( http://www.ksi.edu/seke/seke11.html), authors are required to submit a copy of their paper(s) by email to Taghi M. Khoshgoftaar and Marek Reformat on or before March 07, 2010 (the deadlines will follow any changes in the SEKE deadlines).
All papers accepted for the session will be published in the proceedings of the 23rd SEKE’2011. The session papers are considered as papers submitted to SEKE’2011, and they undergo the same review process. A selection of the session papers will also appear in a special issue of The International Journal of Software Engineering and Knowledge Engineering (http://www.worldscinet.com/ijseke/ijseke.shtml).
- Paper submission due: March 14, 2011 (Extended)
- Notification of acceptance: April, 20, 2011
- Camera-ready copy: May 10, 2011
- Workshop and conference date: July 7-9, 2011
Taghi M. Khoshgoftaar Marek Reformat
Dept. of Computer Science and Eng. Dept. of Electrical and Computer Eng.
Florida Atlantic University University of Alberta
777 West Glades Road 9107-116 Street
Boca Raton, Florida 33431 Edmonton, Alberta, T6G 2V4
Tel: +1-(561) 297-3994 Tel: +1-(780) 492-2848
Fax: +1-(561) 297-2800 Fax: +1-(780) 492-1811
Email: firstname.lastname@example.org Email: email@example.com
Should you have any questions regarding the special track or whether your research fits into the focus of the special track, please do not hesitate to contact one of the organizers.