1. Advances in AI for Software Engineering
Session Chairs
Dr. Vinay Raj, NIT Tiruchirappalli, India
Prof. Ravichandra Sadam, NIT Warangal, India
Brief Description
This special session aims to bring together researchers and practitioners working at the intersection of AI and Software Engineering to present recent advances, innovative methodologies, and real-world applications of AI in the software development lifecycle. The session will focus on emerging research trends, challenges, and opportunities in applying machine learning, deep learning, natural language processing, and other AI techniques to improve software engineering processes and tools.
2. AI and Big Data Analytics for Green Computing and Sustainability
Session Chairs
Dr. Nishtha Parashar, Amity University Madhya Pradesh
Ms. Ambika Gupta, Sharda University, Agra, Uttar Pradesh
Brief Description
This special session focuses on the role of Artificial Intelligence (AI) and Big Data Analytics in promoting environmentally sustainable computing practices. It aims to explore innovative techniques, models, and data-driven solutions that improve energy efficiency, reduce carbon footprints, and optimize resource utilization in computing systems. The session encourages research on intelligent algorithms, sustainable data centers, green cloud computing, and analytics-driven environmental monitoring to support sustainable development and eco-friendly technological advancements.
3. Artificial Intelligence for Time Series Data Analytics in Intelligent Systems
Session Chairs
Dr. Anjali, Assistant Professor, ABV-IIITM, Gwalior, India
Dr. Mahendra Shukla, Assistant Professor, ABV-IIITM, Gwalior, India
Brief Description
This special session focuses on the role of Artificial Intelligence (AI) and Deep Learning in advanced time series analysis and forecasting. It aims to explore innovative models and data-driven techniques for extracting meaningful patterns, improving prediction accuracy, and enabling real-time analytics from complex temporal data. The session encourages research on scalable, interpretable, and robust solutions, including transformer-based models, anomaly detection, and spatio-temporal analysis, to address challenges such as noise, high dimensionality, and non-stationarity across domains like healthcare, finance, IoT, and smart systems.
These sessions provide an excellent opportunity to highlight emerging topics, foster in-depth discussions, and bring together researchers working in focused areas. A special session may span from a quarter-day to a half-day and should include at least four peer-reviewed papers.
Proposal Guidelines
- Session Title
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Session Overview / Scope – a brief abstract
describing the theme and objectives
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Organizer Details – names, contact emails, and a
short professional biography
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Submission Deadline –
March 20, 2026
The organizing committee will review all proposals based on relevance,
originality, and quality. Selected proposals will be notified
accordingly. Please note that sessions with an insufficient number of
accepted papers may be cancelled, in which case the accepted papers will
be reassigned to appropriate regular sessions.
Responsibilities of Session / Track Chairs
- Proposing the session/track topic and potential contributors
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Inviting authors from their professional network (colleagues,
collaborators, students, etc.)
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Actively promoting the Call for Contributions and encouraging
submissions
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Recognition: Each Session/Track Chair will receive a
Certificate of Appreciation for their contribution to the conference
Proposal Submission
Please send your proposal at
conference@iiitbhopal.ac.in
with subject line Special Track Proposal for ICA2S 2026
We look forward to your innovative ideas and contributions that will
help make ICA2S 2026 a dynamic and impactful event.