Houda Benbrahim

54 papers B 9C 3Misc 1Journal 23Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Blockchain-based privacy preservation in mobile crowdsensing: A systematic literature review. Comput. Sci. Rev. Zaina Maqour, Hanan El Bakkali, Driss Benhaddou, Houda Benbrahim
2026	J	`jnl`	RBCrowd: A Reliable Blockchain-Based Reputation Management Framework for Privacy Preservation in Mobile Crowdsensing. Future Internet Zaina Maqour, Hanan El Bakkali, Driss Benhaddou, Houda Benbrahim
2026	J	`jnl`	To unify or diversify: A systematic literature review of single unified models versus multiple models in detecting both copy-move and image splicing forgeries. Digit. Signal Process. Wahiba Abou-Zbiba, Houda Benbrahim, Hanan El Bakkali, Driss Benhaddou, Hajar El Gadi
2025	B	`conf`	BlockCrowd: A Privacy-Preserving Trust Management Blockchain-Based System for Crowdsensing. IWCMC Zaina Maqour, Hanan El Bakkali, Driss Benhaddou, Houda Benbrahim, Hajar Elgadi
2025	B	`conf`	Ind-MSA: Bridging the Linguistic Gap for Inductive Multilingual Sentiment Analysis with Graph Neural Networks. IJCNN El Mahdi Mercha, Houda Benbrahim, Mohammed Erradi
2025	B	`conf`	Is Attention Mechanism Enough for Accurate Deep Learning-Based Image Forgery Detection Models? IWCMC Wahiba Abou-Zbiba, Houda Benbrahim, Driss Benhaddou, Hanan El Bakkali
2024	B	`conf`	A Comparison of Temporal and Spatio-Temporal Methods for Short-Term Traffic Flow Prediction. IWCMC Hajar Rezzouqi, Assia Naja, Nada Sbihi, Houda Benbrahim, Mounir Ghogho
2024	J	`jnl`	Assessing Data Breach Factors Through Modern Crime Theory: A Structural Equation Modeling Approach. IEEE Access Narjisse Nejjari, Karim Zkik, Hicham Hammouchi, Mounir Ghogho, Houda Benbrahim
2024	J	`jnl`	Heterogeneous text graph for comprehensive multilingual sentiment analysis: capturing short- and long-distance semantics. PeerJ Comput. Sci. El Mahdi Mercha, Houda Benbrahim, Mohammed Erradi
2024	J	`jnl`	STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk. CoRR Hicham Hammouchi, Narjisse Nejjari, Ghita Mezzour, Mounir Ghogho, Houda Benbrahim
2023	B	`conf`	An Overview of Funded Research Projects in The MENA Region on Intelligent Transportation Systems. IWCMC Zaina Maqour, Hanan El Bakkali, Driss Benhaddou, Houda Benbrahim, Wahiba Abou-Zbiba, Hajar El Gadi, Ala I. Al-Fuqaha, Muhammad Anan, Abd-Elhamid M. Taha
2023	—	`conf`	Beyond Locks and Keys: Structural Equation Modeling Based Framework to Explore Security Breaches Through the Lens of Crime Theories. NETYS Narjisse Nejjari, Karim Zkik, Houda Benbrahim, Mounir Ghogho
2023	J	`jnl`	Enhancing Cyber Threat Identification in Open-Source Intelligence Feeds Through an Improved Semi-Supervised Generative Adversarial Learning Approach With Contrastive Learning. IEEE Access Othmane Cherqi, Youness Moukafih, Mounir Ghogho, Houda Benbrahim
2023	C	`conf`	Evaluating Wi-Fi Security Through Wardriving: A Test-Case Analysis. WINCOM Othmane Cherqi, Anass Sebbar, Khalid Chougdali, Mohammed Boulmalf, Houda Benbrahim
2023	J	`jnl`	Machine learning and deep learning for sentiment analysis across languages: A survey. Neurocomputing El Mahdi Mercha, Houda Benbrahim
2023	B	`conf`	Preserving Privacy in Mobile Crowdsensing within Intelligent Transportation System: Current Research and Future Challenges. IWCMC Zaina Maqour, Hanan El Bakkali, Driss Benhaddou, Houda Benbrahim, Hajar El Gadi, Wahiba Abou-Zbiba
2023	J	`jnl`	STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk. IEEE Trans. Dependable Secur. Comput. Hicham Hammouchi, Narjisse Nejjari, Ghita Mezzour, Mounir Ghogho, Houda Benbrahim
2023	—	`conf`	SlideGCN: Slightly Deep Graph Convolutional Network for Multilingual Sentiment Analysis. IWANN (2) El Mahdi Mercha, Houda Benbrahim, Mohammed Erradi
2023	B	`conf`	Toward Reliable Mobile CrowdSensing Data Collection: Image Splicing Localization Overview. IWCMC Wahiba Abou-Zbiba, Houda Benbrahim, Hanan El Bakkali, Hajar El Gadi, Zaina Maqour, Driss Benhaddou
2022	J	`jnl`	Hercules Against Data Series Similarity Search. CoRR Karima Echihabi, Panagiota Fatourou, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2022	J	`jnl`	Hercules Against Data Series Similarity Search. Proc. VLDB Endow. Karima Echihabi, Panagiota Fatourou, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2021	—	`conf`	Conflict spectrum: An empirical study of geopolitical cyber threats from a social network perspective. SNAMS Narjisse Nejjari, Sara Lahlou, Oumaima Fadi, Karim Zkik, Mustapha Oudani, Houda Benbrahim
2021	J	`jnl`	Detecting the impact of software vulnerability on attacks: A case study of network telescope scans. J. Netw. Comput. Appl. Abdellah Houmz, Ghita Mezzour, Karim Zkik, Mounir Ghogho, Houda Benbrahim
2021	J	`jnl`	End-to-end LDA-based automatic weak signal detection in web news. Knowl. Based Syst. Manal El Akrouchi, Houda Benbrahim, Ismail Kassou
2021	C	`conf`	Leveraging Open Threat Exchange (OTX) to Understand Spatio-Temporal Trends of Cyber Threats: Covid-19 Case Study. ISI Othmane Cherqi, Hicham Hammouchi, Mounir Ghogho, Houda Benbrahim
2021	J	`jnl`	Leveraging Open Threat Exchange (OTX) to Understand Spatio-Temporal Trends of Cyber Threats: Covid-19 Case Study. CoRR Othmane Cherqi, Hicham Hammouchi, Mounir Ghogho, Houda Benbrahim
2021	—	`conf`	Review on adopting concept extraction in weak signals detection in competitive intelligence. ArabWIC Manal El Akrouchi, Houda Benbrahim, Ismail Kassou
2020	—	`conf`	Monitoring Early Warning Signs Evolution Through Time. ACAI Manal El Akrouchi, Houda Benbrahim, Ismail Kassou
2020	J	`jnl`	Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search. CoRR Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2020	J	`jnl`	The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art. CoRR Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2019	J	`jnl`	Customer Product Review Summarization over time for Competitive Intelligence. J. Autom. Mob. Robotics Intell. Syst. Kamal Amarouche, Houda Benbrahim, Ismail Kassou
2019	B	`conf`	Deep reinforcement learning with external control: self-driving car application. SCA Youssef Fenjiro, Houda Benbrahim
2019	J	`jnl`	Optimal Combination of Imitation and Reinforcement Learning for Self-driving Cars. Rev. d'Intelligence Artif. Youssef Fenjiro, Houda Benbrahim
2019	J	`jnl`	Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search. Proc. VLDB Endow. Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2018	—	`conf`	Analyzing the Accuracy of Historical Average for Urban Traffic Forecasting Using Google Maps. IntelliSys (1) Hajar Rezzouqi, Ihsane Gryech, Nada Sbihi, Mounir Ghogho, Houda Benbrahim
2018	J	`jnl`	Deep Reinforcement Learning Overview of the state of the Art. J. Autom. Mob. Robotics Intell. Syst. Youssef Fenjiro, Houda Benbrahim
2018	—	`conf`	Textual Context Aware Factorization Machines: Improving Recommendation by Leveraging Users' Reviews. ICSDE Fatima Zahra Lahlou, Houda Benbrahim, Ismail Kassou
2018	J	`jnl`	The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art. Proc. VLDB Endow. Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2016	J	`jnl`	New under-sampling methods to address the problem of unbalanced sentiment classification: application on Arabic datasets. Int. J. Inf. Commun. Technol. Asmaa Mountassir, Houda Benbrahim, Ilham Berrada
2014	—	`conf`	The Nearest Centroid Based on Vector Norms: A New Classification Algorithm for a New Document Representation Model. MLDM Asmaa Mountassir, Houda Benbrahim, Ilham Berrada
2013	C	`conf`	Context extraction from reviews for Context Aware Recommendation using Text Classification techniques. AICCSA Fatima Zahra Lahlou, Houda Benbrahim, Asmaa Mountassir, Ismail Kassou
2013	—	`conf`	Inferring Context from Users' Reviews for Context Aware Recommendation. SGAI Conf. Fatima Zahra Lahlou, Houda Benbrahim, Asmaa Mountassir, Ismail Kassou
2013	J	`jnl`	Sentiment classification on arabic corpora. A preliminary cross-study. Document Numérique Asmaa Mountassir, Houda Benbrahim, Ilham Berrada
2012	—	`conf`	A cross-study of Sentiment Classification on Arabic corpora. SGAI Conf. Asmaa Mountassir, Houda Benbrahim, Ilham Berrada
2012	—	`conf`	Addressing the Problem of Unbalanced Data Sets in Sentiment Analysis. KDIR Asmaa Mountassir, Houda Benbrahim, Ilham Berrada
2012	B	`conf`	An empirical study to address the problem of Unbalanced Data Sets in sentiment classification. SMC Asmaa Mountassir, Houda Benbrahim, Ilham Berrada
2012	—	`conf`	Some methods to address the problem of unbalanced sentiment classification in an arabic context. CIST Asmaa Mountassir, Houda Benbrahim, Ilham Berrada
2011	—	`conf`	Fuzzy Semi-supervised Support Vector Machines. MLDM Houda Benbrahim
2009	—	`ch.`	Text and Hypertext Categorization. Artificial Intelligence: An International Perspective Houda Benbrahim, Max Bramer
2008	—	`conf`	A Fuzzy Semi-Supervised Support Vector Machines Approach to Hypertext Categorization. IFIP AI Houda Benbrahim, Max Bramer
2008	—	`—`	A fuzzy semi-supervised support vector machine approach to hypertext categorization. Houda Benbrahim
2004	—	`conf`	An empirical study for hypertext categorization. SMC (6) Houda Benbrahim, Max Bramer
2004	Misc	`conf`	Impact on Performance of Hypertext Classification of Selective Rich HTML Capture. AIAI Houda Benbrahim, Max Bramer
2004	—	`conf`	Neighbourhood Exploitation in Hypertext Categorization. SGAI Conf. Houda Benbrahim, Max Bramer