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09/19/2023
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers
Highly specific datasets of scientific literature are important for both...
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09/12/2023
Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection
Identification of the family to which a malware specimen belongs is esse...
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09/04/2023
MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware
Malware is one of the most dangerous and costly cyber threats to nationa...
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08/21/2022
SeNMFk-SPLIT: Large Corpora Topic Modeling by Semantic Non-negative Matrix Factorization with Automatic Model Selection
As the amount of text data continues to grow, topic modeling is serving ...
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08/17/2022
Distributed Out-of-Memory SVD on CPU/GPU Architectures
We propose an efficient, distributed, out-of-memory implementation of th...
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05/04/2022
FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation
Non-negative matrix factorization (NMF) with missing-value completion is...
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07/17/2021
COVID-19 Multidimensional Kaggle Literature Organization
The unprecedented outbreak of Severe Acute Respiratory Syndrome Coronavi...
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06/15/2021