Publications

  • Journals
  • 1) S. Singh, A. Majumdar, Deep Sparse Coding for Non-Intrusive Load Monitoring, IEEE Transactions on Smart Grid (Accepted) (Impact Factor = 3.2)
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  • 2) I. Manjani, S. Tariyal, M. Vatsa, R. Singh, A. Majumdar, Detecting Silicone Mask based Presentation Attack via Deep Dictionary Learning, IEEE Transactions on Information Forensics and Security, 2017 (Accepted). (Impact Factor = 2.4)
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  • 3) G. Goswami, M. Vatsa, and R. Singh, Face Verification via Learned Representation on Feature-Rich Video Frames, IEEE Transactions on Information Forensics and Security, 2017 (Accepted). (Impact Factor = 2.4)
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  • 4) S. Dawar, V. Sharma,V. Goyal, Mining top-k high-utility itemsets from a data stream under sliding window model, Applied Intelligence Journal, 2017 (Accepted). (Impact Factor = 1.2)
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  • 5) S. Dawar, V. Goyal, D. Bera, A hybrid framework for mining high-utility itemsets in a sparse transaction database, Applied Intelligence Journal, 2017 (Accepted). (Impact Factor = 1.2)
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  • 6) Venkata M. V. Gunturi, S. Shekhar, K. Joseph, K. Carley, Scalable computational techniques for centrality metrics on temporally detailed social network. Machine Learning journal. Springer 2016. (Published) (Impact Factor = 1.719)
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  • 7) V. Singhal, A. Majumdar, Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning, Neural Processing Letters, 2017. (Published) (Impact Factor = 1.747)
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  • Conferences
  • 1) G. Goswami, M. Vatsa, R. Singh and A. Majumdar, Kernel Group Sparse Representation based Classifier for Multimodal Biometrics, International Joint Conference on Neural Networks, 2017 (Accepted).
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  • 2) M. Singh, S. Nagpal, R. Singh and M. Vatsa, Class Representative Autoencoder for Low Resolution Multi-Spectral Gender Classification, International Joint Conference on Neural Networks, 2017 (Accepted).
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  • 3) A. Tripathi, A. Majumdar, Asymmetric Stacked Autoencoder, International Joint Conference on Neural Networks, 2017 (Accepted).
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  • 4) V. Singhal, P. Khurana, A. Majumdar, Class-wise Deep Dictionary Learning, International Joint Conference on Neural Networks, 2017 (Accepted).
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  • 5) V. Singhal, A. Majumdar, Noisy Deep Dictionary Learning: Application to Alzheimer's Disease Classification, International Joint Conference on Neural Networks, 2017 (Accepted).
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  • 6) R. Tiwari, P. Jain, S. Butail. P.B. Sujit, M.A. Goodrich; Effect of leader placement on Human-Robot Swarm Control, International Conference on Autonomous Agents and Multi-agent Systems(AAMAS) (Accepted).
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  • 7) P. Agarwal, R. Verma, V. M. V. Gunturi, Discovering Spatial Regions of High Correlation. ICDM Workshops 2016 (Accepted).
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  • 8) V. Vinayakarao, A. Sarma, R. Purandare, S. Jain, S. Jain,ANNE: Improving Source Code Search using Entity Retrieval Approach. Tenth ACM International Conference on Web Search and Data Mining (WSDM), 2017. (Accepted).
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  • 9) H. Oliveira, P.B. Sujit, J.B. Sousa, Robust detection and tracking of ground vehicles using UAV, AIAA Guidance, Navigation, and Control Conference, 2017. (Accepted).
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  • 10) A. Gautam, P.B Sujit, S. Saripalli, Autonomous Quadrotor Landing Using Vision and Pursuit Guidance, 20th IFAC World Congress 2017. (Accepted).
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  • 11) B. Bhatnagar, S. Singh, C. Arora, C.V. Jawahar, Unsupervised Learning of Deep Feature Representation for Clustering Egocentric Actions, International Joint Conference on Artificial Intelligence (IJCAI), August 2017. (Accepted).
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