Research Publications
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Int'l Journals
M. F. Dar, and A. Ganivada*, "Deep Learning and Genetic Algorithm-based Ensemble Model for Feature Selection and Classification of Breast Ultrasound Images", Image and Vision Computing, vol.146, pp. 105018, 2024 (IF:4.7, elsevier)
M. F. Dar, and A. Ganivada, "Adaptive Ensemble Loss and Multi-Scale Attention in Breast Ultrasound Segmentation with UMA-Net", Accepted with minor chnages in Medical & Biological Engineering & Computing (IF:2.6, Springer).
S. Yara and A. Ganivada*, "A Modified Inter-Frame Difference Method for Detection of Moving Objects in Videos", Accepted in International Journal of Information Technology (Springer).
A. Ganivada and S. Yara, "A Novel Deep Convolutional Encoder-Decoder Network: Application to Moving Object Detection in Videos", Neural Computing and Applications, vol. 35, no. 39, pp. 22027-22041, 2023 (IF:6.0, Springer)
M. F. Dar, and A. Ganivada*, "EfficientU-Net: A Novel Deep Learning Method for Breast Tumor Segmentation and Classification in Ultrasound Images", Neural Processing Letters, vol. 55, pp. 10439-10462, 2023 (IF:3.1, Springer).
A. Ganivada, S. Ramanna, "Self-organizing map with granular competitive learning: Application to microarray clustering", Intell. Decis. Technology, vol. 16(3), pp. 505-521, 2022 (IF:1.2, IOS Press).
S. Ahmad, R. Pal, A. Ganivada, "Rank level fusion of multimodal biometrics using genetic algorithm", Multim. Tools and Applications, vol. 81, no. 28, pp. 40931-40958, 2022 (IF:3.6, Springer).
S. S. Ray, A. Ganivada and S. K. Pal, "A Granular Self-Organizing Map for Clustering and Gene Selection in Microarray data", IEEE Trans. Neural Networks and Learning Systems , vol. 27, no. 9, pp. 1890--1906, 2016 (IF:11.45, IEEE).
A. Ganivada, S. S. Ray and S. K. Pal, "Fuzzy Rough Sets, New Granular Neural Networks for Unsupervised Feature Selection", Neural Networks, vol. 48, pp. 91--108, 2013 (IF:5.75, elsevier).
A. Ganivada, S. S. Ray and S. K. Pal, "Fuzzy Rough Granular Self-Organizing Map and Fuzzy Rough Entropy", Theoretical Computer Science, vol. 466, pp. 37--63, 2012 (IF:1.2, elsevier).
A. Ganivada, S. Dutta, and S. K. Pal, "Fuzzy Rough Granular Neural Networks, Fuzzy granules and Classification", Theoretical Computer Science, vol. 412, pp.5834--5853, 2011 (IF:1.2, elsevier).
A. Ganivada and S. K. Pal, "A Novel Fuzzy Rough Granular Neural Network for Classification", International Journal in Computational Intelligence Systems, vol. 4, no. 5, pp.1042--1051, 2011
(IP:1.3, Atlantis press).
Int'l Conferences
A. Ganivada, A. Negi and A. Prasad, "Facial Expression Recognition Using Ensemble Learning Approach", in Proceedings of Int'l Conference on Advanced Communications and Machine Intelligence, MICA, vol 405, Springer, 2024.
S. Ahmad, R. Pal, A.Ganivada, "Identifying a Person in Mask: Fusion of Masked Face and Iris", in Proceddings of 7th Int'l conf. on Soft Computing: Theories and Applications, PReMI, LNCS, Springer,2023.
A. Ganivada, S. Mukhtar, "Type-II Fuzzy Kernel-Based Multi-layer Extreme Learning Machine", in Proceddings of 7th Int'l conf. on Soft Computing: Theories and Applications, LNNS, vol. 627, pp. 601-609, 2023.
S. Yara, A. Ganivada, "Detection of Moving Objects and Enhancement Using Motion Features in Various Video Sequences", in Innovations in Computer Science and Engineering, LNNS, vol. 385, 2022.
S. Ahmad, R. Pal, A.Ganivada, "Matching Score-Based Biometric Quality Estimation for Score and Rank Level Fusion for Person Identification", in Proceddings of ICVGIP, 1-56, 2022.
A.Ganivada, "Fuzzy Methodologies for Forecasting Usage and Wet-Bulb Data Variables", IEEE International Conference on Intelligent Systems, Smart and Green Technologies, pp. 6–10, 2021.
S. Ahmad, R. Pal, A. Ganivada, "Score Level Fusion of Multimodal Biometrics Using Genetic Algorithm", IEEE Congress on Evolutionary Computation, pp. 2242–2250, 2021.
A. Ganivada, "Generalized Fuzzy Rough Sets Based on New Fuzzy Similarity Relation", in Proceddings of 7th Int'l Conf. of SoCPaR, 1-9, 2019.
