CITASEP-2020: Computational Intelligence Techniques and their Applications to Software Engineering Problems New Delhi Delhi, India, October 17-20, 2020 |
Conference website | http://www.vishaljain.webs.com |
Submission link | https://easychair.org/conferences/?conf=citasep2020 |
Abstract registration deadline | January 10, 2020 |
Submission deadline | February 25, 2020 |
Book Title: Computational Intelligence Techniques and their Applications to Software Engineering Problems
Publisher: CRC Press, Taylor & Francis Group
Submission Link: https://easychair.org/conferences/?conf=citasep2020
Editors:
Dr. Ankita Bansal, Netaji Subhas University of Technology (NSUT), Delhi, India
Dr. Abha Jain, Shaheed Rajguru College of Applied Sciences for Women, Delhi University, India
Dr. Sarika Jain, National Institute of Technology, Kurukshetra, Haryana, India
Dr. Vishal Jain, Bharati Vidyapeeth’s Institute of Computer Applications and Management (BVICAM), New Delhi, India
Dr. Ankur Choudhary, Associate Professor, Amity University, Noida, India
As software systems are becoming very large and complex, they are upbringing with various challenges. Software undergoes various stages before deployment such as requirements elicitation, software designing, software project planning, software coding, software testing and maintenance. Every stage is bundled with a number of costly and error-prone tasks or activities to be performed. Thus, we need to explore computational intelligence techniques to carry out different software engineering tasks.
Computational intelligence is closely related to artificial intelligence where the heuristic as well as metaheuristic algorithms are designed to provide better and optimized solution in reasonable amount of time. These algorithms have been successfully applied to different application domains such as medical, bioinformatics, computer networks (for routing and scheduling), forecasting etc. In addition, researchers have applied intelligent techniques to various domains of software engineering as well such assoftware requirement prioritization, software cost estimation, reliability assessment, software defect prediction, maintainability prediction, quality prediction, size estimation, software vulnerability prediction, software test case prioritization and many more.
Computational techniques such as evolutionary algorithms, machine learning approaches, meta-heuristic algorithms etc, all constitute different types of intelligent behavior. Optimization algorithms can be utilized for obtaining a solution to a problem where the goals or targets to be achieved are known. Machine learning algorithms are used when we have sufficient data using which knowledge can be extracted and models can be trained. For example, models can be developed for predicting error prone classes of software. A meta-heuristic is a high-level, iterative process that guides and manipulates an underlying heuristic to efficiently explore the search space. The underlying heuristic can be a local search, or a low or high-level procedure. Meta-heuristics provide near optimal solutions with high accuracy and limited resources in a reasonable amount of time by exploiting the search space.
For this book, we invite researchers, academicians and professionals to contribute chapters expressing their ideas and research in the application of intelligent techniques to the field of software engineering. Both theoretical contributions and practical applications are welcome.
Recommended Topics:
Full length original and unpublished papers, based on theoretical and experimental contributions, related, but not limited to, the following topics, are solicited for publication in the book:-
• Computational intelligence techniques for improving software engineering
• Software quality prediction using intelligent techniques
• Intelligent feature selection techniques
• Computational techniques to solve class imbalance problem
• Metaheuristics for test case Optimization
• Test case generation using intelligent algorithms
• Intelligent requirement elicitation to optimize software quality
• Software cost estimation models using machine learning Techniques
• Artificial intelligence in predictive maintenance
• Developing intelligent systems for software design
• Use of intelligent techniques for analysing software repositories
• Software Reliability prediction using intelligent techniques
SUBMISSION DUE DATE:
Call for Chapter Proposal (1000-2000 Words) : 10th January, 2020
Notificationof Proposal Approval : 15th January, 2020
Full Chapter Submission : 20th February, 2020
Review of Chapters notification to Authors : 15th April, 2020
Revised Chapter Submission from Chapter Authors (If required) : 10th May, 2020
Final Acceptance/Rejection Notifications to Chapter Authors : 20th June, 2020
SUBMISSION PROCEDURE:
Researchers and practitioners are invited to submit on or before 10th January, 2020, a chapter proposal of 1,000 to 2,000 words clearly explaining the mission and concerns of his or her proposed chapter. Authors will be notified by 15th January, 2020 about the status of their proposals and sent chapter guidelines. Full chapters are expected to be submitted by 20th February, 2020 and all interested authors must consult the guidelines for manuscript submissions at https://www.crcpress.com/assets/images/crc/T%26F%20Text%20Preparation%20Instructions_Disk_Word_v1_1.pdf prior to submission. All submitted chapters will be reviewed on a double-blind review basis. Contributors may also be requested to serve as reviewers for this project.
PUBLISHER:
This book is scheduled to be published by CRC Press, Taylor & Francis Group. CRC Press is a premier global publisher of science, technology, and medical resources. We offer unique, trusted content by expert authors, spreading knowledge and promoting discovery worldwide. We aim to broaden thinking and advance understanding in the sciences, providing researchers, academics, professionals, and students with the tools they need to share ideas and realize their potential. Details are available at: https://www.crcpress.com/.
All manuscript submissions to the special issue should be sent through the online submission system: https://easychair.org/conferences/?conf=citasep2020
INDEXING:
The publisher will submit the book to Scopus for Indexing.
Editors:
Dr. Ankita Bansal (Email: ankita.bansal06@gmail.com; Mobile: +91 - 9654275366)
Dr. Abha Jain (Email: me_abha@yahoo.com; Mobile: +91 - 9873121193)
Dr. Sarika Jain (Email: jasarika@nitkkr.ac.in; Mobile: +91- 8950777202)
Dr. Vishal Jain (Email: drvishaljain83@gmail.com; Mobile: +91 - 9899997263)
Dr. Ankur Choudhary (Email: achoudhary@amity.edu, Mobile: +91- 9811285334)