Wael Khreich

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 13

Top Topics

Anomaly Detection

Anomalous Behavior

Network Anomaly Detection

Top Venues

J. Syst. Softw.

Inf. Softw. Technol.

IEEE Trans. Reliab.

Publications

Mohammed A. Shehab, Wael Khreich, Abdelwahab Hamou-Lhadj, Issam Sedki
Commit-time defect prediction using one-class classification. J. Syst. Softw. 208 (2024)
Ahmad Mustapha, Wael Khreich, Wes Masri
Inter-model interpretability: Self-supervised models as a case study. Array 22 (2024)
Jad Doughman, Wael Khreich
Gender Bias in Text: Labeled Datasets and Lexicons. CoRR (2022)
Ahmad Mustapha, Wael Khreich, Wassim Masri
Inter-model Interpretability: Self-supervised Models as a Case Study. CoRR (2022)
Ahmad Mustapha, Wael Khreich, Wasim Masr
A Deep Dive into Deep Cluster. CoRR (2022)
Wael Khreich, Syed Shariyar Murtaza, Abdelwahab Hamou-Lhadj, Chamseddine Talhi
Combining heterogeneous anomaly detectors for improved software security. J. Syst. Softw. 137 (2018)
Md. Shariful Islam, Wael Khreich, Abdelwahab Hamou-Lhadj
Anomaly Detection Techniques Based on Kappa-Pruned Ensembles. IEEE Trans. Reliab. 67 (1) (2018)
Wael Khreich, Babak Khosravifar, Abdelwahab Hamou-Lhadj, Chamseddine Talhi
An anomaly detection system based on variable N-gram features and one-class SVM. Inf. Softw. Technol. 91 (2017)
Syed Shariyar Murtaza, Wael Khreich, Abdelwahab Hamou-Lhadj, Ayse Basar Bener
Mining trends and patterns of software vulnerabilities. J. Syst. Softw. 117 (2016)
Assad Sahebalam, Soosan Beheshti, Wael Khreich, Edward W. Nidoy
A novel approach in household electricity consumption forecasting. CCECE (2016)
Atefeh Farzindar, Wael Khreich
A Survey of Techniques for Event Detection in Twitter. Comput. Intell. 31 (1) (2015)
Syed Shariyar Murtaza, Wael Khreich, Abdelwahab Hamou-Lhadj, Stéphane Gagnon
A trace abstraction approach for host-based anomaly detection. CISDA (2015)
Amirreza Soudi, Wael Khreich, Abdelwahab Hamou-Lhadj
An Anomaly Detection System Based on Ensemble of Detectors with Effective Pruning Techniques. QRS (2015)
Syed Shariyar Murtaza, Abdelwahab Hamou-Lhadj, Wael Khreich, Mario Couture
Total ADS: Automated Software Anomaly Detection System. SCAM (2014)
Syed Shariyar Murtaza, Wael Khreich, Abdelwahab Hamou-Lhadj, Mario Couture
A host-based anomaly detection approach by representing system calls as states of kernel modules. ISSRE (2013)
Shayan Eskandari, Wael Khreich, Syed Shariyar Murtaza, Abdelwahab Hamou-Lhadj, Mario Couture
Monitoring system calls for anomaly detection in modern operating systems. ISSRE (Supplemental Proceedings) (2013)
Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
Adaptive ROC-based ensembles of HMMs applied to anomaly detection. Pattern Recognit. 45 (1) (2012)
Baskaran Sankaran, Majid Razmara, Atefeh Farzindar, Wael Khreich, Fred Popowich, Anoop Sarkar
Domain Adaptation Techniques for Machine Translation and Their Evaluation in a Real-World Setting. Canadian Conference on AI (2012)
Eric Granger, Wael Khreich, Robert Sabourin, Dmitry O. Gorodnichy
Fusion of biometric systems using Boolean combination: an application to iris-based authentication. Int. J. Biom. 4 (3) (2012)
Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
A survey of techniques for incremental learning of HMM parameters. Inf. Sci. 197 (2012)
Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
Incremental Boolean Combination of Classifiers. MCS (2011)
Dmitry O. Gorodnichy, Elan Dubrofsky, Richard Hoshino, Wael Khreich, Eric Granger, Robert Sabourin
Exploring the upper bound performance limit of iris biometrics using score calibration and fusion. CIBIM (2011)
Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
Iterative Boolean combination of classifiers in the ROC space: An application to anomaly detection with HMMs. Pattern Recognit. 43 (8) (2010)
Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
On the memory complexity of the forward-backward algorithm. Pattern Recognit. Lett. 31 (2) (2010)
Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
Boolean Combination of Classifiers in the ROC Space. ICPR (2010)
Wael Khreich, Eric Granger, Robert Sabourin, Ali Miri
Combining Hidden Markov Models for Improved Anomaly Detection. ICC (2009)
Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection. CISDA (2009)