2023 3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA)
Somiya Abokadr, Azreen Azman, Hazlina Hamdan, Nurul Amelina
Augmenting bioactivity by docking‐generated multiple ligand poses to enhance machine learning and pharmacophore modelling: discovery of new TTK inhibitors as case study
Amenah M. AL‐Imam, Safa Daoud, Ma'mon M. Hatmal, Mutasem Omar Taha
Journal:
Molecular Informatics
Volume 42,
Issue 6
(2023)
Computational workflow for discovering small molecular binders for shallow binding sites by integrating molecular dynamics simulation, pharmacophore modeling, and machine learning: STAT3 as case study
Nour Jamal Jaradat, Mamon Hatmal, Dana Alqudah, Mutasem Omar Taha
Journal:
Journal of Computer-Aided Molecular Design
Volume 37,
Issue 12
(2023),
p. 659
Discovery of new STAT3 inhibitors as anticancer agents using ligand-receptor contact fingerprints and docking-augmented machine learning
Nour Jamal Jaradat, Walhan Alshaer, Mamon Hatmal, Mutasem Omar Taha
Journal:
RSC Advances
Volume 13,
Issue 7
(2023),
p. 4623
Feature selection and its combination with data over-sampling for multi-class imbalanced datasets
Chih-Fong Tsai, Kuan-Chen Chen, Wei-Chao Lin
Journal:
Applied Soft Computing
Volume 153
(2024),
p. 111267
GRU‐GBM: A combined intrusion detection model using LightGBM and gated recurrent unit
Alper Sarıkaya, Banu Günel Kılıç, Mehmet Demirci
Journal:
Expert Systems
Volume 39,
Issue 9
(2022)
Machine Learning Algorithms for Raw and Unbalanced Intrusion Detection Data in a Multi-Class Classification Problem
Mantas Bacevicius, Agne Paulauskaite-Taraseviciene
Journal:
Applied Sciences
Volume 13,
Issue 12
(2023),
p. 7328
NETWORK INTRUSION DETECTION USING HYBRID MACHINE LEARNING METHODS
Karina Čiurlienė, Denisas Stankevičius
Journal:
Mokslas - Lietuvos ateitis
Volume 15
(2023),
p. 1
Oversampling by genetic algorithm and k-nearest neighbors for network intrusion problem
Journal:
Journal of Intelligent & Fuzzy Systems
Volume 43,
Issue 3
(2022),
p. 2515
Toward Improved Machine Learning-Based Intrusion Detection for Internet of Things Traffic
Sarah Alkadi, Saad Al-Ahmadi, Mohamed Maher Ben Ismail
Journal:
Computers
Volume 12,
Issue 8
(2023),
p. 148