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Boian S. Alexandrov

Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization
Catch'em all: Classification of Rare, Prominent, and Novel Malware Families
Electrical Grid Anomaly Detection via Tensor Decomposition
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers
Distributed out-of-memory NMF on CPU/GPU architectures
Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection
MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware
Malware-DNA: Machine Learning for Malware Analysis that Treats Malware as Mutations in the Software Genome
Malware-DNA: Machine Learning for Malware Analysis that Treats Malwares as Mutations in the Genome of the Software
Sub-topic and Semantic Sub-structure Extraction via SPLIT: Joint Nonnegative Matrix Factorization (NMF) with Automatic Model Selection
One-Shot Federated Group Collaborative Filtering
SeNMFk-SPLIT: Large Corpora Topic Modeling by Semantic Non-negative Matrix Factorization with Automatic Model Selection
General-Purpose Unsupervised Cyber Anomaly Detection via Non-Negative Tensor Factorization
COVID-19 Multidimensional Kaggle Literature Organization
Multi-Dimensional Anomalous Entity Detection via Poisson Tensor Factorization
Anomalous Event Detection using Non-Negative Poisson Tensor Factorization

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