All Stories

  1. Beyond Correlations: The Necessity and the Challenges of Causal AI

    Article • November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vinod Kumar Chauhan

  2. How Biased Data Can Mislead Medical AI, and a New Way to Address Data Bias

    Article • ACM Transactions on Computing for Healthcare, August 2025, ACM (Association for Computing Machinery)

    Dr Vinod Kumar Chauhan

  3. Beyond Correlations: The Necessity and the Challenges of Causal AI

    Article • August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vinod Kumar Chauhan

  4. Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes

    Article • July 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vinod Kumar Chauhan

  5. Temporal dynamics unleashed: Elevating variational graph attention

    Article • Knowledge-Based Systems, September 2024, Elsevier

    Dr Vinod Kumar Chauhan

  6. A brief review of hypernetworks in deep learning

    Article • Artificial Intelligence Review, August 2024, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  7. Trolley Optimisation for Loading Printed Circuit Board Components

    Article • Operations Research Forum, August 2024, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  8. CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks

    Article • Journal of Healthcare Informatics Research, August 2024, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  9. Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors for new-onset gastric cancer and gastric diseases in patients with type 2 diabetes mellitus: a population-based cohort study

    Article • Gastric Cancer, June 2024, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  10. Continuous patient state attention model for addressing irregularity in electronic health records

    Article • BMC Medical Informatics and Decision Making, May 2024, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  11. HCR-Net: a deep learning based script independent handwritten character recognition network

    Article • Multimedia Tools and Applications, February 2024, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  12. CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation using Graph Neural Networks

    Article • February 2024, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  13. Exploitation of material consolidation trade-offs in multi-tier complex supply networks

    Article • Supply Chain Analytics, December 2023, Elsevier

    Dr Vinod Kumar Chauhan

  14. 1567P The effect of SGLT2i and DPP4i on new-onset gastric cancer and gastric diseases in type 2 diabetes mellitus: A population-based cohort study

    Article • Annals of Oncology, October 2023, Elsevier

    Dr Vinod Kumar Chauhan

  15. Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey

    Article • Artificial Intelligence Review, September 2023, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  16. Improving Diagnostics with Deep Forest Applied to Electronic Health Records

    Article • Sensors, July 2023, MDPI AG

    Dr Vinod Kumar Chauhan

  17. Comparing the risks of new-onset gastric cancer or gastric diseases in type 2 diabetes mellitus patients exposed to SGLT2I, DPP4I or GLP1A: a population-based cohort study

    Article • July 2023, Cold Spring Harbor Laboratory Press

    Dr Vinod Kumar Chauhan

  18. Network science approach for identifying disruptive elements of an airline

    Article • Data Science and Management, June 2023, Elsevier

    Dr Vinod Kumar Chauhan

  19. Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing

    Article • Computers & Industrial Engineering, February 2023, Elsevier

    Dr Vinod Kumar Chauhan

  20. Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints

    Article • January 2023, Association for Computational Linguistics (ACL)

    Dr Vinod Kumar Chauhan

  21. Continuous Patient State Attention Models

    Article • December 2022, Cold Spring Harbor Laboratory Press

    Dr Vinod Kumar Chauhan

  22. A data-driven method to assess the causes and impact of delay propagation in air transportation systems

    Article • Transportation Research Part C Emerging Technologies, October 2022, Elsevier

    Dr Vinod Kumar Chauhan

  23. COPER: Continuous Patient State Perceiver

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vinod Kumar Chauhan

  24. LIBS2ML: A library for scalable second order machine learning algorithms

    Article • Software Impacts, November 2021, Elsevier

    Dr Vinod Kumar Chauhan

  25. Stochastic Optimization for Large-scale Machine Learning

    Article • October 2021, Taylor & Francis

    Dr Vinod Kumar Chauhan

  26. Online handwritten Gurmukhi word recognition using fine-tuned Deep Convolutional Neural Network on offline features

    Article • Machine Learning with Applications, September 2021, Elsevier

    Dr Vinod Kumar Chauhan

  27. The relationship between nested patterns and the ripple effect in complex supply networks

    Article • International Journal of Production Research, October 2020, Taylor & Francis

    Dr Vinod Kumar Chauhan

  28. A self controlled RDP approach for feature extraction in online handwriting recognition using deep learning

    Article • Applied Intelligence, February 2020, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  29. Stochastic trust region inexact Newton method for large-scale machine learning

    Article • International Journal of Machine Learning and Cybernetics, January 2020, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  30. SAAGs: Biased stochastic variance reduction methods for large-scale learning

    Article • Applied Intelligence, April 2019, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  31. Faster learning by reduction of data access time

    Article • Applied Intelligence, July 2018, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  32. Problem formulations and solvers in linear SVM: a review

    Article • Artificial Intelligence Review, January 2018, Springer Science + Business Media

    Dr Vinod Kumar Chauhan

  33. Trust Region Levenberg-Marquardt Method for Linear SVM

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vinod Kumar Chauhan

  34. Online Support Vector Machine Based on Minimum Euclidean Distance

    Article • December 2016, Springer Science + Business Media

    Dr Vinod Kumar Chauhan