Semi-Supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection.

[BibT_eX]

[DOI]

Maksim Ekin Eren

Manish Bhattarai

ACM Trans. Priv. Secur., November, 2023

Examining DNA breathing with pyDNA-EPBD.

[BibT_eX]

[DOI]

Bioinform., October, 2023

Distributed non-negative RESCAL with automatic model selection for exascale data.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., September, 2023

Matrix Diagonalization as a Board Game: Teaching an Eigensolver the Fastest Path to Solution.

[BibT_eX]

[DOI]

Philip Romero

Manish Bhattarai

Christian F. A. Negre

Anders M. N. Niklasson

Adetokunbo Adedoyin

CoRR, 2023

MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2023

Interactive Distillation of Large Single-Topic Corpora of Scientific Papers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

Robust Adversarial Defense by Tensor Factorization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2022

Distributed Out-of-Memory NMF of Dense and Sparse Data on CPU/GPU Architectures with Automatic Model Selection for Exascale Data.

[BibT_eX]

[DOI]

CoRR, 2022

Distributed non-negative RESCAL with Automatic Model Selection for Exascale Data.

[BibT_eX]

[DOI]

CoRR, 2022

One-Shot Federated Group Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Distributed Out-of-Memory SVD on CPU/GPU Architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

SeNMFk-SPLIT: large corpora topic modeling by semantic non-negative matrix factorization with automatic model selection.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM Symposium on Document Engineering, 2022

2021

Integrating Deep Learning and Augmented Reality to Enhance Situational Awareness in Firefighting Environments.

[BibT_eX]

[DOI]

Manish Bhattarai

CoRR, 2021

Finding the Number of Latent Topics With Semantic Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Access, 2021

Selection of Optimal Salient Time Steps by Non-negative Tucker Tensor Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 21st Eurographics Conference on Visualization, 2021

Single Model Quality Estimation of Protein Structures via Non-negative Tensor Factorization.

[BibT_eX]

[DOI]

Proceedings of the Computational Advances in Bio and Medical Sciences: 11th International Conference, 2021

A Deep Q-learning based Path Planning and Navigation System for Firefighting Environments.

[BibT_eX]

[DOI]

Manish Bhattarai

Manel Martínez-Ramón

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

A Novel Indoor Positioning System for unprepared firefighting scenarios.

[BibT_eX]

[DOI]

Vamsi Karthik Vadlamani

Manish Bhattarai

Meenu Ajith

Manel Martínez-Ramón

CoRR, 2020

A Deep Learning Framework for Detection of Targets in Thermal Images to Improve Firefighting.

[BibT_eX]

[DOI]

Manish Bhattarai

Manel Martínez-Ramón

IEEE Access, 2020

Semantic Nonnegative Matrix Factorization with Automatic Model Determination for Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

An embedded deep learning system for augmented reality in firefighting applications.

[BibT_eX]

[DOI]

Manish Bhattarai

Aura Rose Jensen-Curtis

Manel Martínez-Ramón

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Distributed Non-Negative Tensor Train Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Learning Spatial Relationships between Samples of Patent Image Shapes.

[BibT_eX]

[DOI]

Juan Castorena

Manish Bhattarai

Diane Oyen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Detection and Identification of Objects and Humans in Thermal Images.

[BibT_eX]

[DOI]

Manish Bhattarai

Manel Martínez-Ramón

CoRR, 2019

Manish Bhattarai

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