Machine Learning & Network Science Publications (Total 20)

Note: Below, ∗ denotes my Ph.D. student, † my M.S. student, and ‡ my B.Tech. student.

Preprints (Under-Review)
  1. A. Raj†, K. Ahuja, and Y. Busnel. AI Algorithm for Predicting and Optimizing Trajectory of UAV Swarm. Preprint arXiv:2405.11722, 2024.


  2. S. Saini∗, K. Ahuja, S. Chennareddy, and K. Boddupalli. Deep Learning Descriptor Hybridization with Feature Reduction for Accurate Cervical Cancer Colposcopy Image Classification . Preprint arXiv:2405.01600, 2024.


  3. M. Singh†, K. Ahuja, and M. B. Ratnaparkhe. A Novel Sampled Clustering Algorithm for Rice Phenotypic Data. Preprint arXiv:2312.14920.


  4. P. C. Mane∗, K. Ahuja, and P. Singh. A Critical Note on Social Cloud. Preprint arXiv:2103.03180, 2021.


Refereed Journals
  1. P. C. Mane*, N. Krishnamurthy, and K. Ahuja. Resource Availability in the Social Cloud: An Economics Perspective. Bulletin of Economic Research, WILEY, vol. 75 (2), pp. 541–566, 2023.


  2. C. Gautam, A. Tiwari, S. Suresh, and K. Ahuja. Adaptive Online Learning With Regularized Kernel for One-Class Classification. IEEE Transactions on Systems, Man, and Cybernetics:Systems, vol. 51 (3), pp. 1917 – 1932, 2021.


  3. A. A. Shastri*, K. Ahuja, M. B. Ratnaparkhe, and Y.Busnel. Probabilistically Sampled and Spectrally Clustered Plant Genotypes using Phenotypic Characteristics. PeerJ, article no. 9:e11927, 2021.


  4. P. C. Mane*, K. Ahuja, and N. Krishnamurthy. Stability, Efficiency, and Contentedness of Social Storage Networks. Annals of Operations Research, Springer, vol. 287, pp. 811 - 842, 2020.


  5. P. C. Mane*, K. Ahuja and N. Krishnamurthy. Externalities in Endogenous Sharing Economy Networks. Applied Economics Letters, Taylor & Francis, vol. 27 (17), pp. 1404 – 1408, 2020.


  6. S. Gupta†, S. Ullah, K. Ahuja, A. Tiwari and A. Kumar. ALigN: A Highly Accurate Adaptive Layerwise Log_2_Lead Quantization of Pre-Trained Neural Networks. IEEE Access, vol. 8, pp. 118899 - 118911, 2020.


  7. C. Gautam, R. Balaji‡, K. Sudharsan‡, A. Tiwari, and K. Ahuja. Localized Multiple Kernel Learning for Anomaly Detection: One-class Classification. Knowledge-Based Systems, Elsevier, vol. 165, pp. 241 – 252, 2019.


  8. A. A. Shastri*, K. Ahuja, M. B. Ratnaparkhe, A. Shah‡, A. Gagrani‡, and A. Lal‡. Vector Quantized Spectral Clustering Applied to Whole Genome Sequences of Plants. Evolutionary Bioinformatics, SAGE, vol. 15, pp. 1 - 7, 2019.


  9. P. C. Mane*, N. Krishnamurthy, and K. Ahuja. Formation of Stable and Efficient Social Storage Cloud. GAMES, MDPI, vol. 10(4), article no. 44, 2019.


  10. A. A. Shastri*, D. Tamrakar, and K. Ahuja. Density-Wise Two Stage Mammogram Classification using Texture Exploiting Descriptors. Expert Systems with Applications, Elsevier, vol. 99, pp. 71 - 82, 2018.


Refereed Conference Proceedings
  1. Y. Peruvemba‡, S. Rai, K. Ahuja and A. Kumar. RL-Guided Runtime-Constrained Heuristic Exploration for Logic Synthesis. In ICCAD'21: Proc. of 40th International Conference On Computer Aided Design, ACM, Munich (Germany), INSPEC Accession Number: 21529538, 2021.


  2. S. Jain‡, A. A. Shastri*, K. Ahuja, Y. Busnel, N. P. Singh*. Cube Sampled K-Prototype Clustering for Featured Data. In INDICON’21: Proc. of 18th International Conference of the IEEE India Council, IEEE, Guwahati (India), INSPEC Accession Number: 21704076, 2021.


  3. U. Salim, S. Gupta†, K. Ahuja, A. Tiwari, and A. Kumar. L2L: A Highly Accurate Log_2_Lead Quantization of Pre-trained Neural Networks. In DATE'20: Proc. of the 23rd Design, Automation & Test in Europe Conference & Exhibition, IEEE, Grenoble (France), pp. 979 – 982, 2020.


  4. V. Nemade‡ , A. A. Shastri*, K. Ahuja and A. Tiwari. Scaled and Projected Spectral Clustering with Vector Quantization for Handling Big Data. In SSCI'18: Proc. of the 9th IEEE Symposium Series on Computational Intelligence, IEEE, Bangalore (India), pp. 2174 – 2179, 2018.


  5. H. Jain‡ , G. Sai Teja‡ , P. C. Mane*, K. Ahuja and N. Krishnamurthy. Data Backup Network Formation with Heterogeneous Agents. In COMSNETS'18: Proc. of the 10th International Conference on COMmunication Systems & NETworkS, IEEE, Bangalore (India), pp. 418 – 420, 2018 (extended abstract).


  6. P. C. Mane*, N. Krishnamurthy, and K. Ahuja. Externalities and Stability in a Social Cloud. In GameNets'14: Proc. of the 5th International Conference on Game Theory for Networks, IEEE, Beijing (China), pp. 1 - 6, 2014.