Gazala Mushtaq & Veningston K. Fused activation deep neural network classifier with Cat-Hawk optimization for fetal health classification. International Journal of Computers and Applications (Taylor & Francis). Pages 690-708 , 26 Aug 2026. https://doi.org/10.1080/1206212X.2026.2719005 [SJR: 0.455]
Veningston K & Gazala Mushtaq. A lightweight federated deep learning framework for privacy-preserving fetal ultrasound analysis. Discover Artificial Intelligence (Springer). https://doi.org/10.1007/s44163-026-01827-7. Vol 6, Article number 1695, Pages 1-12, 24 July 2026. [SJR: 1.184]
Veningston K, Ronalda M, Sathiyaraj R, Selvan C, Venkateswara Rao P V, Janardhan Karravula. Real-Time Traffic Obstacle Detection Using Hybrid FCL for R-CNN and EfficientDet with Transfer Learning. Discover Artificial Intelligence (Springer). 6, 186, Pages 1-17, 05 Feb 2026. https://doi.org/10.1007/s44163-026-00871-7. [SJR: 1.184]
Mushtaq, S., Veningston, K. Biomedical Text Summarization with Large Language Models: Methodologies, Challenges, and Future Directions. International Journal of Data Science and Analytics (Springer), Vol 22, Article number 29, Pages 7233-7255, 12 Jan 2026. https://doi.org/10.1007/s41060-025-00956-z [IF: 2.8]
Mushtaq, G., Veningston, K. Fetal MoAt Net: a light-weight deep learning model for fetal diagnostic plane classification. International Journal of Computers and Applications (Taylor & Francis), 47(11), Aug 2025, Pages 927-942, https://doi.org/10.1080/1206212X.2025.2543550. [SJR: 0.455]
Mushtaq, S., Veningston, K. Optimized dynamic multi-head attention for abstractive text summarization. International Journal of Data Science and Analytics (Springer), Vol 20, pages 7233–7255, Jul 2025. https://doi.org/10.1007/s41060-025-00863-3. [IF: 2.8; SJR 0.954]
Veningston K, Apratim Mishra. Dataset for Legal Question Answering System in the Indian Judiciary Context. Data in Brief (Elsevier). (60) 111647, Pages 1-13, May 2025. https://doi.org/10.1016/j.dib.2025.111647. [IF: 1.4; SJR 0.606]
Gazala Mushtaq, K Veningston, A Comprehensive Review on Fetal Health Surveillance using Ultrasound Imagery. Discover Applied Sciences (Springer), 7, 478, Pages 1-38, May 2025. https://doi.org/10.1007/s42452-025-06644-8. [IF: 2.8; SJR 0.573]
Veningston K, Ronalda M, Tawseef Ayoub Shaikh, Farhaan Gazi, Sanket Bhagat. Modeling and Evaluating Stock Market and Commodity Price Fluctuation using Time Series Sequence Learning. SN Computer Science (Springer). Vol 6, Article number 435, Pages 1-18, May 2025. DOI: https://doi.org/10.1007/s42979-025-03931-4. [SJR: 0.565]
Shaikh, T.A., Rasool, T., Veningston, K., Syed Mufassir Yaseen. The role of large language models in agriculture: harvesting the future with LLM intelligence. Progress in Artificial Intelligence (Springer), Vol 14, Pages 117–164, Dec 2024. https://doi.org/10.1007/s13748-024-00359-4. [IF: 2.0; SJR 0.614]
Gazala Mushtaq, K Veningston, AI-driven Interpretable Deep Learning based Fetal Health Classification, SLAS Technology (Science Direct), Pages 1-13, Oct 2024, Vol 29, Issue 6, doi: https://doi.org/10.1016/j.slast.2024.100206. [IF: 2.5; SJR 0.586]
Veningston K, Seifedine Kadry, Haydar Sabeeh Kalash, B. Balamurugan, R. Sathiyaraj. Intelligent Social Network-based Data Modeling for Improving Health Care. Springer Health and Technology, Issue No. 10, pp 321–332, April 2019. DOI: https://doi.org/10.1007/s12553-019-00303-w [IF: 3.1]
Veningston. K, Shanmugalakshmi. R, Nirmala. V. Semantic Association Ranking Schemes for Information Retrieval Applications using Term Association Graph Representation. Sadhana - Academy Proceedings in Engineering Science, Special issue on Machine Learning for Big Data, Vol. 40, Part 6, pp. 1793–1819. Indian Academy of Sciences, Springer Publication, September 2015. ISSN 0256-2499. DOI: https://doi.org/10.1007/s12046-015-0413-3 [IF: 1.4]
Veningston. K, Shanmugalakshmi. R. Combining User-Interested Topic and Document Topic for Personalized Information Retrieval. S. Srinivasa and S. Mehta (Eds.): Big Data Analytics (BDA), Lecture Notes in Computer Science (LNCS), vol. 8883, pp. 60–79, Springer International Publishing Switzerland, 2014. ISBN: 978-3-319-13819-0. DOI: https://doi.org/10.1007/978-3-319-13820-6_6 [SJR 0.352]
Veningston. K, Shanmugalakshmi. R. Efficient Implementation of Web Search Query reformulation using Ant Colony Optimization. S. Srinivasa and S. Mehta (Eds.): Big Data Analytics (BDA), Lecture Notes in Computer Science (LNCS), vol. 8883, pp. 80–94, Springer International Publishing Switzerland, 2014. ISBN: 978-3-319-13819-0. DOI: https://doi.org/10.1007/978-3-319-13820-6_7 [SJR 0.352]
