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ORCIDSidahmed Benabderrahmane
2020 – today
- 2025
[i7]Sidahmed Benabderrahmane, Petko Valtchev, James Cheney, Talal Rahwan:
APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models. CoRR abs/2502.09385 (2025)- 2024
- [j10]Sidahmed Benabderrahmane
, Ngoc Hoang, Petko Valtchev, James Cheney, Talal Rahwan:
Hack me if you can: Aggregating autoencoders for countering persistent access threats within highly imbalanced data. Future Gener. Comput. Syst. 160: 926-941 (2024) - [i6]Sidahmed Benabderrahmane, Ngoc Hoang, Petko Valtchev, James Cheney, Talal Rahwan:
Hack Me If You Can: Aggregating AutoEncoders for Countering Persistent Access Threats Within Highly Imbalanced Data. CoRR abs/2406.19220 (2024) - 2023
- [i5]Hazem Ibrahim, Fengyuan Liu, Rohail Asim, Balaraju Battu, Sidahmed Benabderrahmane, Bashar Alhafni, Wifag Adnan, Tuka Alhanai, Bedoor K. AlShebli, Riyadh Baghdadi, Jocelyn J. Bélanger, Elena Beretta, Kemal Celik, Moumena Chaqfeh, Mohammed F. Daqaq, Zaynab El Bernoussi, Daryl Fougnie, Borja Garcia de Soto, Alberto Gandolfi, András György, Nizar Habash, J. Andrew Harris, Aaron R. Kaufman, Lefteris Kirousis, Korhan Kocak, Kangsan Lee, Seungah S. Lee, Samreen Malik, Michail Maniatakos, David Melcher, Azzam Mourad, Minsu Park, Mahmoud Rasras, Alicja Reuben, Dania Zantout, Nancy W. Gleason, Kinga Makovi, Talal Rahwan, Yasir Zaki:
Perception, performance, and detectability of conversational artificial intelligence across 32 university courses. CoRR abs/2305.13934 (2023) - 2021
- [j9]Khadidja Sadeddine, Fatma-Zohra Chelali, Rachida Djeradi, Amar Djeradi, Sidahmed Benabderrahmane:
Recognition of user-dependent and independent static hand gestures: Application to sign language. J. Vis. Commun. Image Represent. 79: 103193 (2021) - [c14]Sidahmed Benabderrahmane, Ghita Berrada, James Cheney, Petko Valtchev:
A Rule Mining-based Advanced Persistent Threats Detection System. IJCAI 2021: 3589-3596 - [i4]Sidahmed Benabderrahmane, Ghita Berrada, James Cheney, Petko Valtchev:
A Rule Mining-Based Advanced Persistent Threats Detection System. CoRR abs/2105.10053 (2021) - 2020
- [j8]Ghita Berrada, James Cheney, Sidahmed Benabderrahmane, William Maxwell, Himan Mookherjee, Alec Theriault, Ryan Wright:
A baseline for unsupervised advanced persistent threat detection in system-level provenance. Future Gener. Comput. Syst. 108: 401-413 (2020) - [j7]Hayet Mekami, Abdennacer Bounoua, Sidahmed Benabderrahmane:
Leveraging deep learning with symbolic sequences for robust head poses estimation. Pattern Anal. Appl. 23(3): 1391-1406 (2020) - [i3]James Cheney, Xavier Gombau, Ghita Berrada, Sidahmed Benabderrahmane:
Categorical anomaly detection in heterogeneous data using minimum description length clustering. CoRR abs/2006.07916 (2020)
2010 – 2019
- 2019
- [i2]Ghita Berrada, Sidahmed Benabderrahmane, James Cheney, William Maxwell, Himan Mookherjee, Alec Theriault, Ryan Wright:
A baseline for unsupervised advanced persistent threat detection in system-level provenance. CoRR abs/1906.06940 (2019) - 2018
- [j6]Hayet Mekami, Sidahmed Benabderrahmane, Abdennacer Bounoua, Abdelmalik Taleb-Ahmed:
Local Patterns and Big Time Series Data for Facial Poses Classification. J. Comput. 13(1): 18-34 (2018) - [j5]Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle:
On the predictive analysis of behavioral massive job data using embedded clustering and deep recurrent neural networks. Knowl. Based Syst. 151: 95-113 (2018) - 2017
- [j4]Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle, Patrick Paroubek:
Smart4Job: A Big Data Framework for Intelligent Job Offers Broadcasting Using Time Series Forecasting and Semantic Classification. Big Data Res. 7: 16-30 (2017) - [j3]Sidahmed Benabderrahmane:
Combining boosting machine learning and swarm intelligence for real time object detection and tracking: towards new meta-heuristics boosting classifiers. Int. J. Intell. Robotics Appl. 1(4): 410-428 (2017) - [c13]Hayet Mekami, Sidahmed Benabderrahmane:
SAX2FACE: Estimating Facial Poses with Peano-Hilbert Curves and SAX Symbolic Time Series. ANT/SEIT 2017: 217-224 - [c12]Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle, Nada Mimouni:
When Deep Neural Networks Meet Job Offers Recommendation. ICTAI 2017: 223-230 - [c11]Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle:
Predicting the Users' Clickstreams Using Time Series Representation, Symbolic Sequences, and Deep Learning: Application on Job Offers Recommendation Tasks. IRI 2017: 436-443 - [c10]Sidahmed Benabderrahmane:
What Can the Big Data Eco-System and Data Analytics Do for E-Health? A Smooth Review Study. IWBBIO (1) 2017: 629-641 - 2016
- [i1]Dalila Attaf, Djamila Hamdadou, Sidahmed Benabderrahmane, Aicha Lafrid:
Satellite Images Analysis with Symbolic Time Series: A Case Study of the Algerian Zone. CoRR abs/1606.07784 (2016) - 2014
- [c9]Sidahmed Benabderrahmane:
Temporal Constraints and Sub-Dimensional Clustering for Fast Similarity Search over Time Series Data. Application to Information Retrieval Tasks. ICSEng 2014: 263-271 - [c8]Sidahmed Benabderrahmane, Rene Quiniou, Thomas Guyet:
Evaluating distance measures and times series clustering for temporal patterns retrieval. IRI 2014: 434-441 - [c7]Sidahmed Benabderrahmane:
Formal Concept Analysis and Knowledge Integration for Highlighting Statistically Enriched Functions from Microarrays Data. IWBBIO 2014: 747-758 - 2013
- [c6]Sidahmed Benabderrahmane:
Biomedical Knowledge Extraction Using Fuzzy Differential Profiles and Semantic Ranking. AIME 2013: 84-93 - [c5]Sidahmed Benabderrahmane:
Enhancing Transcriptomic Data Mining with Semantic Ranking: Towards a new Functional Spectral Representation.. IWBBIO 2013: 721-730 - 2012
- [j2]Marie-Dominique Devignes, Sidahmed Benabderrahmane, Malika Smaïl-Tabbone, Amedeo Napoli, Olivier Poch:
Functional classification of genes using semantic distance and fuzzy clustering approach: evaluation with reference sets and overlap analysis. Int. J. Comput. Biol. Drug Des. 5(3/4): 245-260 (2012) - [c4]Sidahmed Benabderrahmane, Hayet Mekami:
Ontology-based Gene Set Enrichment Analysis Using an Efficient Semantic Similarity Measure and Functional Clustering. ICWIT 2012: 151-159 - 2011
- [b1]Sidahmed Benabderrahmane:
Prise en compte des connaissances du domaine dans l'analyse transcriptomique : Similarité sémantique, classification fonctionnelle et profils flous. Application au cancer colorectal. (Using domain knowledge in the transcriptome analysis: semantic similarity, functional classification and fuzzy profiles. Application to colorectal cancer). Henri Poincaré University, Nancy, France, 2011 - [c3]Sidahmed Benabderrahmane, Marie-Dominique Devignes, Malika Smaïl-Tabbone, Amedeo Napoli, Olivier Poch:
Ontology-based functional classification of genes: Evaluation with reference sets and overlap analysis. BIBM Workshops 2011: 201-208 - [c2]Emmanuel Bresso, Sidahmed Benabderrahmane, Malika Smaïl-Tabbone, Gino Marchetti, Arnaud Sinan Karaboga, Michel Souchet, Amedeo Napoli, Marie-Dominique Devignes:
Use of Domain Knowledge for Dimension Reduction - Application to Mining of Drug Side Effects. KDIR 2011: 271-276 - 2010
- [j1]Sidahmed Benabderrahmane, Malika Smaïl-Tabbone, Olivier Poch, Amedeo Napoli, Marie-Dominique Devignes:
IntelliGO: a new vector-based semantic similarity measure including annotation origin. BMC Bioinform. 11: 588 (2010)
2000 – 2009
- 2009
- [c1]Sidahmed Benabderrahmane, Marie-Dominique Devignes, Malika Smaïl-Tabbone, Amedeo Napoli, Olivier Poch, Ngoc-Hoan Nguyen, Wolfgang Raffelsberger:
Analyse de données transcriptomiques: Modélisation floue de profils d'expression différentielle et analyse fonctionnelle. INFORSID 2009: 413-428
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