| Deep residual learning for neuroimaging: an application to predict progression to Alzheimer’s disease A Abrol, M Bhattarai, A Fedorov, Y Du, S Plis, V Calhoun, ... Journal of neuroscience methods 339, 108701, 2020 | 129 | 2020 |
| A deep learning framework for detection of targets in thermal images to improve firefighting M Bhattarai, M Martinez-Ramon IEEE Access 8, 88308-88321, 2020 | 36 | 2020 |
| An embedded deep learning system for augmented reality in firefighting applications M Bhattarai, AR Jensen-Curtis, M MartíNez-Ramón 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 33 | 2020 |
| Finding the number of latent topics with semantic non-negative matrix factorization R Vangara, M Bhattarai, E Skau, G Chennupati, H Djidjev, T Tierney, ... IEEE Access 9, 117217-117231, 2021 | 26 | 2021 |
| Semantic nonnegative matrix factorization with automatic model determination for topic modeling R Vangara, E Skau, G Chennupati, H Djidjev, T Tierney, JP Smith, ... 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 15 | 2020 |
| Distributed non-negative tensor train decomposition M Bhattarai, G Chennupati, E Skau, R Vangara, H Djidjev, BS Alexandrov 2020 IEEE High Performance Extreme Computing Conference (HPEC), 1-10, 2020 | 15 | 2020 |
| Diagram image retrieval using sketch-based deep learning and transfer learning M Bhattarai, D Oyen, J Castorena, L Yang, B Wohlberg Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 12 | 2020 |
| One-shot federated group collaborative filtering ME Eren, M Bhattarai, N Solovyev, LE Richards, R Yus, C Nicholas, ... 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 11* | 2022 |
| pyDNMFk: Python Distributed Non Negative Matrix Factorization with determination of hidden features M Bhattarai, B Nebgen, E Skau, M Eren, G Chennupati, R Vangara, ... https://github.com/lanl/pyDNMFk, 2021 | 9* | 2021 |
| Distributed out-of-memory NMF on CPU/GPU architectures I Boureima, M Bhattarai, M Eren, E Skau, P Romero, S Eidenbenz, ... The Journal of Supercomputing 80 (3), 3970-3999, 2024 | 6* | 2024 |
| General-purpose unsupervised cyber anomaly detection via non-negative tensor factorization ME Eren, JS Moore, E Skau, E Moore, M Bhattarai, G Chennupati, ... Digital Threats: Research and Practice 4 (1), 1-28, 2023 | 6 | 2023 |
| Senmfk-split: Large corpora topic modeling by semantic non-negative matrix factorization with automatic model selection ME Eren, N Solovyev, M Bhattarai, KØ Rasmussen, C Nicholas, ... Proceedings of the 22nd ACM Symposium on Document Engineering, 1-4, 2022 | 6 | 2022 |
| Distributed non-negative rescal with automatic model selection for exascale data M Bhattarai, I Boureima, E Skau, B Nebgen, H Djidjev, S Rajopadhye, ... Journal of Parallel and Distributed Computing 179, 104709, 2023 | 4 | 2023 |
| Distributed out-of-memory svd on cpu/gpu architectures I Boureima, M Bhattarai, ME Eren, N Solovyev, H Djidjev, BS Alexandrov 2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-8, 2022 | 4 | 2022 |
| CMOS approach to compressed-domain image acquisition MMH Javad Ghasemi, Manish Bhattarai, Glauco R. C. Fiorante, Payman Zarkesh ... Optic EXPRESS 25 (4), 4076-4096, 2017 | 4 | 2017 |
| Real Time Motion Assessment for Positioning In Time and Space Critical Systems Authors M Acharya, M Bhattarai, P Bikash iJARS 3 (7), 1, 2014 | 4* | 2014 |
| Semi-supervised classification of malware families under extreme class imbalance via hierarchical non-negative matrix factorization with automatic model selection ME Eren, M Bhattarai, RJ Joyce, E Raff, C Nicholas, BS Alexandrov ACM Transactions on Privacy and Security 26 (4), 1-27, 2023 | 3 | 2023 |
| MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware ME Eren, M Bhattarai, K Rasmussen, BS Alexandrov, C Nicholas 2023 IEEE International Conference on Intelligence and Security Informatics …, 2023 | 3 | 2023 |
| A Deep Q-learning based Path Planning and Navigation System for Firefighting Environments M Bhattarai, M MartíNez-Ramón Proceedings of the 13th International Conference on Agents and Artificial …, 2021 | 3 | 2021 |
| A novel indoor positioning system for unprepared firefighting scenarios VK Vadlamani, M Bhattarai, M Ajith, M Martınez-Ramón arXiv preprint arXiv:2008.01344, 2020 | 3 | 2020 |
Boian S. AlexandrovTheoretical Division, Los Alamos National LabVerified email at lanl.gov
