International Conference on Computational Methods in Data Science
(ICCMDS-26)

19th December 2026 || Guwahati - India || Hybrid Mode

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Conference Session Tracks

The International Conference on Computational Methods in Data Science (ICCMDS), scheduled to be held on 19th December 2026 in Guwahati, India, features a diverse range of session tracks covering key research areas, emerging trends and interdisciplinary innovations within the field of Data Science.

Each track offers researchers, academicians, industry professionals and practitioners a platform to present their work, exchange ideas and explore the advancements shaping the future of the domain. Every track is curated to encourage knowledge sharing, collaboration and meaningful discussion.

All Session Tracks
  • Track 01 – Advancements in Machine Learning Algorithms
    This track focuses on the latest developments in machine learning algorithms, emphasizing their application in data science. Researchers are invited to present novel approaches and enhancements that improve algorithm efficiency and accuracy. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 4 – Quality Education  |  SDG 8 – Decent Work and Economic Growth
  • Track 02 – Optimization Techniques in Data Science
    This session will explore innovative optimization techniques that enhance data analysis and model performance. Contributions should address theoretical advancements as well as practical applications in various domains. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 8 – Decent Work and Economic Growth  |  SDG 7 – Affordable and Clean Energy
  • Track 03 – Simulation Methods for Predictive Analytics
    This track aims to discuss simulation methodologies that facilitate predictive analytics in complex data environments. Papers should highlight the integration of simulation techniques with data-driven decision-making processes. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 11 – Sustainable Cities and Communities  |  SDG 17 – Partnerships for the Goals
  • Track 04 – Statistical Modeling in Big Data
    This session invites contributions that focus on statistical modeling techniques tailored for big data applications. Researchers are encouraged to share insights on handling high-dimensional data and improving model interpretability. Aligned SDGs: SDG 4 – Quality Education  |  SDG 9 – Industry, Innovation and Infrastructure  |  SDG 8 – Decent Work and Economic Growth
  • Track 05 – Data Mining Techniques and Applications
    This track will cover cutting-edge data mining techniques and their applications across various fields. Submissions should demonstrate the effectiveness of these techniques in extracting meaningful patterns from large datasets. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 12 – Responsible Consumption and Production  |  SDG 8 – Decent Work and Economic Growth
  • Track 06 – Artificial Intelligence in Data Science
    This session will explore the intersection of artificial intelligence and data science, focusing on how AI techniques can enhance data analysis. Contributions should highlight innovative applications and theoretical advancements in this area. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 4 – Quality Education  |  SDG 16 – Peace, Justice and Strong Institutions
  • Track 07 – Applied Mathematics in Data Science
    This track emphasizes the role of applied mathematics in solving complex data science problems. Papers should illustrate mathematical models and techniques that contribute to advancements in data analysis. Aligned SDGs: SDG 4 – Quality Education  |  SDG 9 – Industry, Innovation and Infrastructure  |  SDG 8 – Decent Work and Economic Growth
  • Track 08 – High-Performance Computing for Data Analysis
    This session will focus on the utilization of high-performance computing resources to tackle large-scale data analysis challenges. Researchers are invited to present methodologies that leverage computational power for enhanced data processing. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 8 – Decent Work and Economic Growth  |  SDG 12 – Responsible Consumption and Production
  • Track 09 – Integrative Approaches to Data Science
    This track encourages interdisciplinary research that combines various computational methods in data science. Contributions should demonstrate how integrative approaches can lead to innovative solutions and insights. Aligned SDGs: SDG 17 – Partnerships for the Goals  |  SDG 4 – Quality Education  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 10 – Ethics and Responsibility in Data Science
    This session will address the ethical implications and responsibilities associated with data science practices. Papers should explore frameworks and guidelines that promote ethical data usage and algorithmic transparency. Aligned SDGs: SDG 16 – Peace, Justice and Strong Institutions  |  SDG 10 – Reduced Inequalities  |  SDG 4 – Quality Education
  • Track 11 – Emerging Trends in Data Science Research
    This track aims to highlight emerging trends and future directions in data science research. Researchers are encouraged to share visionary ideas and innovative methodologies that could shape the field in the coming years. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 4 – Quality Education  |  SDG 17 – Partnerships for the Goals
Alignment with the Sustainable Development Goals
Alongside its academic focus, the conference promotes responsible research, ethical practice and knowledge-driven development. Its session tracks collectively contribute to the following United Nations Sustainable Development Goals.
  • SDG 4 SDG 4
    Quality Education
  • SDG 7 SDG 7
    Affordable and Clean Energy
  • SDG 8 SDG 8
    Decent Work and Economic Growth
  • SDG 9 SDG 9
    Industry, Innovation and Infrastructure
  • SDG 10 SDG 10
    Reduced Inequalities
  • SDG 11 SDG 11
    Sustainable Cities and Communities
  • SDG 12 SDG 12
    Responsible Consumption and Production
  • SDG 16 SDG 16
    Peace, Justice and Strong Institutions
  • SDG 17 SDG 17
    Partnerships for the Goals

Need Assistance?

If you need any clarification on the session tracks or support with your submission, please feel free to reach out to us:

Email: [email protected]

Phone: +91 9677007228