Personal information

data mining, machine learning, proteomics, data warehousing

Activities

Employment (1)

University of Ottawa: Ottawa, ON, CA

Professor (School of Electrical Engineering and Computer Science)
Employment
Source: Self-asserted source
Herna L Viktor

Works (17)

Multi-Label Lifelong Machine Learning: A Scoping Review of Algorithms, Techniques, and Applications

IEEE Access
2024 | Journal article
Contributors: Mohammed Awal Kassim; Herna Viktor; Wojtek Michalowski
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Crossref

ProVolOne – Protein Volume Prediction Using a Multi-attention, Multi-resolution Deep Neural Network and Finite Element Analysis

2024 | Book chapter
Contributors: Eric Paquet; Herna Viktor; Wojtek Michalowski; Gabriel St-Pierre-Lemieux
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Crossref

A Survey on the Applications of Semi-supervised Learning to Cyber-security

ACM Computing Surveys
2024-10-31 | Journal article
Contributors: Paul Kiyambu Mvula; Paula Branco; Guy-Vincent Jourdan; Herna Lydia Viktor
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Crossref

Primary sequence based protein–protein interaction binder generation with transformers

Complex & Intelligent Systems
2024-04 | Journal article
Contributors: Junzheng Wu; Eric Paquet; Herna L. Viktor; Wojtek Michalowski
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Crossref

Adapting to Complexity: Deep Learnable Architecture for Protein-protein Interaction Predictions

2023 | Book chapter
Contributors: Junzheng Wu; Eric Paquet; Herna L. Viktor; Wojtek Michalowski
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Crossref

HEART: Heterogeneous Log Anomaly Detection Using Robust Transformers

2023 | Book chapter
Contributors: Paul K. Mvula; Paula Branco; Guy-Vincent Jourdan; Herna L. Viktor
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Crossref

Machine-Generated Text: A Comprehensive Survey of Threat Models and Detection Methods

IEEE Access
2023 | Journal article
Contributors: Evan N. Crothers; Nathalie Japkowicz; Herna L. Viktor
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Crossref

DynaQ: online learning from imbalanced multi-class streams through dynamic sampling

Applied Intelligence
2023-11 | Journal article
Contributors: Farnaz Sadeghi; Herna L. Viktor; Parsa Vafaie
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Deep learning in the stock market—a systematic survey of practice, backtesting, and applications

Artificial Intelligence Review
2023-03 | Journal article
Contributors: Kenniy Olorunnimbe; Herna Viktor
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Deformable Protein Shape Classification Based on Deep Learning, and the Fractional Fokker–Planck and Kähler–Dirac Equations

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023-01-01 | Journal article
Contributors: Eric Paquet; Herna L. Viktor; Kamel Madi; Junzheng Wu
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Crossref

An Extensive Comparison of Systems for Entity Extraction from Log Files

2022 | Book chapter
Contributors: Anubhav Chhabra; Paula Branco; Guy-Vincent Jourdan; Herna L. Viktor
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Crossref

Geometric Deep Learning for Protein–Protein Interaction Predictions

IEEE Access
2022 | Journal article
Contributors: Gabriel St-Pierre Lemieux; Eric Paquet; Herna L Viktor; Wojtek Michalowski
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Crossref

Exact shape flattening by means of Weitzenböck geometry and teleparallel distance

Displays
2022-12 | Journal article
Contributors: Eric Paquet; Herna L. Viktor; Gabriel St-Pierre-Lemieux
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Crossref

COVID-19 malicious domain names classification

Expert Systems with Applications
2022-10 | Journal article
Contributors: Paul K. Mvula; Paula Branco; Guy-Vincent Jourdan; Herna L. Viktor
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Catering for unique tastes: Targeting grey-sheep users recommender systems through one-class machine learning

Expert Systems with Applications
2021-03 | Journal article
Contributors: Rabaa Alabdulrahman; Herna Viktor
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Reservoir of diverse adaptive learners and stacking fast hoeffding drift detection methods for evolving data streams

Machine Learning
2018-11-01 | Journal article
Contributors: Ali Pesaranghader; Herna Viktor; Eric Paquet
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Dynamic adaptation of online ensembles for drifting data streams

Journal of Intelligent Information Systems
2018-04-19 | Journal article
Contributors: M. Kehinde Olorunnimbe; Herna L. Viktor; Eric Paquet
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Crossref