Wael Khreich

American University of Beirut — LB

Computer Science · Physical Sciences

14h-index1.5kcitations32works0.02yr avg
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Research Topics

Network Security and Intrusion Detection(15), Anomaly Detection Techniques and Applications(13), Advanced Malware Detection Techniques(10), Imbalanced Data Classification Techniques(4), Software Engineering Research(3)

Publications32 total

Commit-time defect prediction using one-class classification
Journal of Systems and Software·2023· 9 cited
Commit-Time Defect Prediction Using One-Class Classification
SSRN Electronic Journal·2023Open Access
A Deep Dive into Deep Cluster
arXiv (Cornell University)·2022Open Access
Inter-model Interpretability: Self-supervised Models as a Case Study
arXiv (Cornell University)·2022Open Access
Gender Bias in Text: Labeled Datasets and Lexicons
arXiv (Cornell University)·2022· 4 citedOpen Access
Gender Bias in Text: Origin, Taxonomy, and Implications
2021· 18 citedOpen Access
Anomaly Detection Techniques Based on Kappa-Pruned Ensembles
IEEE Transactions on Reliability·2018· 31 cited
An anomaly detection system based on variable N-gram features and one-class SVM
Information and Software Technology·2017· 109 cited
Combining heterogeneous anomaly detectors for improved software security
Journal of Systems and Software·2017· 31 cited
A novel approach in household electricity consumption forecasting
2016· 3 cited
Mining trends and patterns of software vulnerabilities
Journal of Systems and Software·2016· 50 cited
An Anomaly Detection System Based on Ensemble of Detectors with Effective Pruning Techniques
2015· 8 cited
A trace abstraction approach for host-based anomaly detection
2015· 18 cited
Total ADS: Automated Software Anomaly Detection System
2014· 14 cited
Results from evaluation of three commercial off-the-shelf face recognition systems on chokepoint dataset
2014· 3 cited
Monitoring system calls for anomaly detection in modern operating systems
2013· 3 cited
A host-based anomaly detection approach by representing system calls as states of kernel modules
2013· 47 cited
A Survey of Techniques for Event Detection in Twitter
Computational Intelligence·2013· 701 cited
A survey of techniques for incremental learning of HMM parameters
Information Sciences·2012· 105 cited
Domain Adaptation Techniques for Machine Translation and Their Evaluation in a Real-World Setting
Lecture notes in computer science·2012· 7 cited
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Frequent Co-authors

Éric Granger(11), Abdelwahab Hamou‐Lhadj(11), Robert Sabourin(10), Ali Miri(6), Syed Shariyar Murtaza(6), Atefeh Farzindar(3), Mario Couture(3), Dmitry O. Gorodnichy(3), Chamseddine Talhi(2), Ali Miri(2), Jad Doughman(2), Mohammed A. Shehab(2), Issam Sedki(2), Ahmad Murshidi Mustapha(2), Babak Khosravifar(1), Ayşe Bener(1), Md. Shariful Islam(1), Maya El Gharib(1), Maha Wiss(1), Zahraa Berjawi(1)