Metaheuristics: review and application A Gogna, A Tayal Journal of Experimental & Theoretical Artificial Intelligence 25 (4), 503-526, 2013 | 394 | 2013 |
Semi-supervised stacked label consistent autoencoder for reconstruction and analysis of biomedical signals A Gogna, A Majumdar, R Ward IEEE Transactions on Biomedical Engineering 64 (9), 2196-2205, 2016 | 146 | 2016 |
A comprehensive recommender system model: Improving accuracy for both warm and cold start users A Gogna, A Majumdar IEEE Access 3, 2803-2813, 2015 | 64 | 2015 |
Matrix completion incorporating auxiliary information for recommender system design A Gogna, A Majumdar Expert Systems with Applications 42 (14), 5789-5799, 2015 | 56 | 2015 |
Discriminative autoencoder for feature extraction: Application to character recognition A Gogna, A Majumdar Neural Processing Letters 49, 1723-1735, 2019 | 52 | 2019 |
DiABlO: Optimization based design for improving diversity in recommender system A Gogna, A Majumdar Information Sciences 378, 59-74, 2017 | 48 | 2017 |
Semi supervised autoencoder A Gogna, A Majumdar Neural Information Processing: 23rd International Conference, ICONIP 2016 …, 2016 | 48 | 2016 |
Split Bregman algorithms for sparse/joint-sparse and low-rank signal recovery: Application in compressive hyperspectral imaging A Gogna, A Shukla, HK Agarwal, A Majumdar 2014 IEEE International Conference on Image Processing (ICIP), 1302-1306, 2014 | 42 | 2014 |
A Low-Rank Matrix Recovery Approach for Energy Efficient EEG Acquisition for a Wireless Body Area Network A Majumdar, A Gogna, W Rabab Sensors 14 (9), 15729-15748, 2014 | 36 | 2014 |
Balancing accuracy and diversity in recommendations using matrix completion framework A Gogna, A Majumdar Knowledge-Based Systems 125, 83-95, 2017 | 34 | 2017 |
Deep dictionary learning vs deep belief network vs stacked autoencoder: An empirical analysis V Singhal, A Gogna, A Majumdar Neural Information Processing: 23rd International Conference, ICONIP 2016 …, 2016 | 19 | 2016 |
Matrix recovery using split bregman A Gogna, A Shukla, A Majumdar 2014 22nd International Conference on Pattern Recognition, 1031-1036, 2014 | 15 | 2014 |
Comparative analysis of evolutionary algorithms for image enhancement A Gogna, A Tayal International Journal of Metaheuristics 2 (1), 80-100, 2012 | 12 | 2012 |
Stacked robust autoencoder for classification J Mehta, K Gupta, A Gogna, A Majumdar, S Anand Neural Information Processing: 23rd International Conference, ICONIP 2016 …, 2016 | 10 | 2016 |
Comparison of Hybrid and Classical Metaheuristic for Automatic Image Enhancement A Gogna, A Tayal International journal of Computer Application 46 (2), 39-44, 2012 | 9* | 2012 |
Design of signal-matched critically sampled fir rational filterbank A Gogna, SH Gade, A Gupta 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 5 | 2015 |
SVD free matrix completion with online bias correction for Recommender systems A Gogna, A Majumdar 2015 Eighth International Conference on Advances in Pattern Recognition …, 2015 | 5 | 2015 |
Matrix factorization model using Kacmarz algorithm: Application in sensor localization A Gogna, A Majumdar 2015 IEEE International Conference on Digital Signal Processing (DSP), 219-223, 2015 | 4 | 2015 |
Distributed elastic net regularized blind compressive sensing for recommender system design A Gogna, A Majumdar Proceedings of the 20th International Conference on Management of Data, 29-37, 2014 | 4 | 2014 |
Blind compressive sensing framework for collaborative filtering A Gogna, A Majumdar arXiv preprint arXiv:1505.01621, 2015 | 3 | 2015 |