Special Session: Computational Intelligence: From Mathematical Foundation To Real World Applications

CALL FOR PAPERS

Special Session on

Computational Intelligence: From Mathematical Foundation To Real World Applications

Under the International Conference on Mathematical Sciences and Computational Intelligence  (ICMSCI-2026)

February 20–22, 2026

The Department of Mathematics, P.G.D.A.V. College, University of Delhi, in collaboration with Faculty of Mathematical Sciences, University of Delhi, IIT Mandi and NIT Uttarakhand, cordially invites researchers, academicians, scientists, industry experts, and research scholars to submit their original and unpublished research papers for a Special Session on “Computational Intelligence: From Mathematical Foundation To Real World Applications” under the International Conference on Mathematical Sciences and Computational Intelligence (ICMSCI-2026).

The special session on “Computational Intelligence: From Mathematical Foundation To Real World Applications” explores the latest advancements in intelligent systems design. The session aims to provide a comprehensive forum spanning the entire spectrum of computational intelligence (CI), from its mathematical foundations to its real-world deployment across diverse domains. This Special Track seeks original, high-quality submissions that explore the latest theoretical advancements, methodological innovations, and practical applications of intelligent systems.

The proposed session serves as a crucial bridge, providing a forum that spans the entire lifecycle of intelligent systems design. The emphasis on "Mathematical Foundation" directly appeals to the Mathematical Sciences audience, offering a deep dive into the theoretical rigor, optimization methods, and underlying principles essential for developing robust CI algorithms. Concurrently, the focus on "real-world deployment" addresses the Computational Intelligence component, showcasing novel methodologies and the practical application of these mathematically-grounded systems across diverse domains such as finance, healthcare, and engineering. Thus, this special session is perfectly aligned with the core mandate of the conference.

Topics of Interest

1. Mathematical and theoretical foundations of optimization algorithms, statistical learning, evolutionary    computation, and their complexity analysis. 

2. Novel applications of bio-inspired algorithms, evolutionary computation and swarm intelligence. 

3. Applications of CI in data science, including big data processing, anomaly detection, and predictive modelling. 

4. Hybrid intelligent systems combining different CI paradigms such as neuro-fuzzy systems, evolutionary neuro-systems etc. 

5. Data mining, big data analytics, and knowledge discovery using CI techniques. 

6. Applied computational intelligence in health care and biomedical engineering. 

7. Application of CI in education and personalized learning. 

8. Leveraging principles from the Indian Knowledge System to build intelligent systems with improved ethical reasoning capabilities and enhanced fairness. 

9. Intelligent Systems for Cybersecurity and Fraud Detection. 

10. Computational Intelligence in Robotics, Autonomous Systems, Finance, Business Intelligence, and Smart Cities.

Submission Guidelines

• Manuscript must follow the conference template. All submissions will undergo peer review.

• Maximum length: 9–16 pages including references.

• Accepted papers will be presented and included in the proceedings/special issue (details to follow).

Presentation Mode

Hybrid (Offline + Online). Selected papers will be presented through oral or poster sessions.

Important Dates

• Last date for submission: January 15, 2026

• Acceptance notification: January 20, 2026

• Camera-ready paper: February 10, 2026

Who Should Submit?

Faculty members, researchers, post-doctoral fellows, PhD scholars, postgraduate students, statisticians,

engineers, data scientists, and industry professionals.

Submission Email : Authors must submit their abstracts/papers directly to hemabanati@dsc.du.ac.in and mbajaj@db.du.ac.in with "cc" to conference email: icmsci_2026@pgdav.du.ac.in.