Selected Publications

Sharma A, Varman  U,  Vandana Bharti*, et al (2025). ILAM: Cross-Fusion of Latent and Attention Features for Explainable Medical Image Classification. IEEE Journal of Biomedical and Health Informatics. [*Corresponding Author, SCI, Q1, Impact Factor 7.7]

Vandana Bharti, Kumar, A., Purohit, V., et al. (2024). A Label Efficient Semi Self-Supervised Learning Framework for IoT Devices in Industrial Process. IEEE Transactions on Industrial Informatics. [SCI, Q1, Impact Factor 12.3]

Vandana Bharti, Biswas, B., & Shukla, K. K. (2023). QEMCGAN: Quantized evolutionary gradient aware multiobjective cyclic gan for medical image translation. IEEE Journal of Biomedical and Health Informatics. [SCI, Q1, Impact Factor 7.7]

Vandana Bharti, Biswas, B., & Shukla, K. K. (2023). MDO: a novel murmuration-flight based dispersive optimization algorithm and its application to image security. Journal of Ambient Intelligence and Humanized Computing, 1-18.  [SCI, Q1, Impact Factor 5.6]

Vandana Bharti, Nair, S. S., Jain, A., Kumar Shukla, K., & Biswas, B. (2023). Concept drift detection in toxicology datasets using discriminative subgraph-based drift detector. Briefings in Bioinformatics, 24(1), bbac506. [SCI, Q1, Impact Factor 9.5]

Vandana Bharti, Biswas, B., & Shukla, K. K. (2022). EMOCGAN: a novel evolutionary multiobjective cyclic generative adversarial network and its application to unpaired image translation. Neural Computing and Applications, 34(24), 21433-21447. [SCI, Q1, Impact Factor 6.0]

Vandana Bharti, Biswas, B., & Shukla, K. K. (2021). A novel multiobjective gdwcn-pso algorithm and its application to medical data security. ACM Transactions on Internet Technology (TOIT), 21(2), 1-28. [SCI, Q1, Impact Factor 5.3]

Kumar, A., Purohit, V., Vandana Bharti*, Singh, R., & Singh, S. K. (2021). Medisecfed: Private and secure medical image classification in the presence of malicious clients. IEEE Transactions on Industrial Informatics, 18(8), 5648-5657. [*Corresponding Author, SCI, Q1, Impact Factor 12.3]

Singh, R., Vandana Bharti*, Purohit, V., Kumar, A., Singh, A. K., & Singh, S. K. (2021). MetaMed: Few-shot medical image classification using gradient-based meta-learning. Pattern Recognition, 120, 108111. [* Joint First Author, SCI, Q1, Impact Factor 8.0]

Kumar, A., Sharma, A., Vandana Bharti, Singh, A. K., Singh, S. K., & Saxena, S. (2021). MobiHisNet: a lightweight CNN in mobile edge computing for histopathological image classification. IEEE Internet of Things Journal, 8(24), 17778-17789. [SCI, Q1, Impact Factor 10.6]

Vandana Bharti, Singhal, A., Saxena, A., Biswas, B., & Shukla, K. K. (2022, July). Parallelization of corner sort with CUDA for many-objective optimization. In Proceedings of the Genetic and Evolutionary Computation Conference (pp. 484-492). [Boston USA, Top-Tier Conference, CORE A]

Vandana Bharti, Biswas, B., & Shukla, K. K. (2022, July). QL-SSA: An Adaptive Q-Learning based Squirrel Search Algorithm for Feature Selection. In 2022 IEEE Congress on Evolutionary Computation (CEC) (pp. 1-7). IEEE. [Padua, Italy, Top-Tier Conference, CORE A]

Vandana Bharti, Biswas, B., & Shukla, K. K. (2020, January). Recent trends in nature inspired computation with applications to deep learning. In 2020 10th International Conference on Cloud Computing, Data Science & Engineering (Confluence) (pp. 294-299). IEEE. 

T Mohindra, A Sharma, Vandana Bharti*, et al (2024). Assessing CNN Models for Multi-Stage Alzheimer’s Disease Classification with Data Splitting Techniques. In 2024 6th International Conference on Machine Learning, Image Processing, Network Security, and Data Sciences (MIND 2024). [NIT Goa, Best Paper Award]

U Varman, Vandana Bharti*, et al (2025 July). When Explainability Meets Vision AI: Analyzing CNNs, Transformers, and State-Space Models in Healthcare. In 2025 38th International Joint Conference on Neural Networks (IJCNN 2025). IEEE.[ * Joint First Author, Rome, Italy, Top-Tier Conference]

V Gupta, Vandana Bharti*, et al (2025 July). Enriching Pre-Training Using Fuzzy Logic . In 2025 33rd IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2025). [* Joint First Author, Reims France , Top-Tier Conference]

Vandana Bharti, Sharma, A., & Singh, A. K. (2024). Computational intelligence: An optimization perspective for data privacy against adversaries. In Digital Image Security (pp. 318-336). CRC Press. 

Vandana Bharti, Biswas, B., & Shukla, K. K. (2022). Swarm Intelligence for Deep Learning: Concepts, Challenges and Recent Trends. In Advances in Swarm Intelligence: Variations and Adaptations for Optimization Problems (pp. 37-57). Cham: Springer International Publishing.

Vandana Bharti, Biswas, B., & Shukla, K. K. (2021). Computational intelligence in Internet of things for future healthcare applications. In IoT-Based Data Analytics for the Healthcare Industry (pp. 57-78). Academic Press.

Kumar, A., Saxena, S., Shrivastava, S., Vandana Bharti, & Singh, S. K. (2021). Internet of things and other emerging technologies in digital pathology. IoT-Based Data Analytics for the Healthcare Industry, 301-312.