Software Engineering with Computational Intelligence and Machine Learning
Hotel Sofitel. San Francisco Bay, USA , July 1– July 3, 2010
special session in
The Twenty-Second 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).
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 22nd SEKE 2010, including deadlines and paper format. In addition to submitting papers via the 22nd SEKE 2010 web site (see above for address), authors are required to submit a copy of their paper(s) by email to Taghi M. Khoshgoftaar and Marek Reformat on or before March 02, 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 22nd SEKE 2010. The session papers are considered as papers submitted to SEKE 2010, and they undergo the same review process.
Submitting your paper(s) to the special session, please select the "Special Session: Software Engineering with Computational Intelligence and Machine Learning - Reformat and Khoshgoftaar" in the "Paper Type" menu appeared in the Paper Submission Form (http://conf.ksi.edu/seke2010/submit/SubmitPaper.php).
- Paper submission due: March 22, 2010 (Firm)
- Notification of acceptance: April, 20, 2010
- Camera-ready copy: May 10, 2010
- Workshop and conference date: July 1-3, 2010
Taghi M. Khoshgoftaar
Dept. of Computer Science and Eng.
Florida Atlantic University
777 West Glades Road
Boca Raton, Florida 33431
Tel: +1-(561) 297-3994
Fax: +1-(561) 297-2800
Dept. of Electrical and Computer Eng.
University of Alberta
Edmonton, Alberta, T6G 2V4
Tel: +1-(780) 492-2848
Fax: +1-(780) 492-1811