Impact on Performance of Hypertext Classification of Selective Rich HTML Capture. - Houda Benbrahim; Max Bramer (AIAI, 2004)

Neighbourhood Exploitation in Hypertext Categorization. - Houda Benbrahim; Max Bramer (SGAI Conf., 2004)

An empirical study for hypertext categorization. - Houda Benbrahim; Max Bramer (SMC (6), 2004)

A Fuzzy Semi-Supervised Support Vector Machines Approach to Hypertext Categorization. - Houda Benbrahim; Max Bramer (IFIP AI, 2008)

A fuzzy semi-supervised support vector machine approach to hypertext categorization. - Houda Benbrahim (2008)

Text and Hypertext Categorization. - Houda Benbrahim; Max Bramer (Artificial Intelligence: An International Perspective, 2009)

Fuzzy Semi-supervised Support Vector Machines. - Houda Benbrahim (MLDM, 2011)

Some methods to address the problem of unbalanced sentiment classification in an arabic context. - Asmaa Mountassir; Houda Benbrahim; Ilham Berrada (CIST, 2012)

Addressing the Problem of Unbalanced Data Sets in Sentiment Analysis. - Asmaa Mountassir; Houda Benbrahim; Ilham Berrada (KDIR, 2012)

A cross-study of Sentiment Classification on Arabic corpora. - Asmaa Mountassir; Houda Benbrahim; Ilham Berrada (SGAI Conf., 2012)

An empirical study to address the problem of Unbalanced Data Sets in sentiment classification. - Asmaa Mountassir; Houda Benbrahim; Ilham Berrada (SMC, 2012)

Context extraction from reviews for Context Aware Recommendation using Text Classification techniques. - Fatima Zahra Lahlou; Houda Benbrahim; Asmaa Mountassir; Ismail Kassou (AICCSA, 2013)

Inferring Context from Users' Reviews for Context Aware Recommendation. - Fatima Zahra Lahlou; Houda Benbrahim; Asmaa Mountassir; Ismail Kassou (SGAI Conf., 2013)

Sentiment classification on arabic corpora. A preliminary cross-study. - Asmaa Mountassir; Houda Benbrahim; Ilham Berrada (Document Numérique, 2013)

The Nearest Centroid Based on Vector Norms: A New Classification Algorithm for a New Document Representation Model. - Asmaa Mountassir; Houda Benbrahim; Ilham Berrada (MLDM, 2014)

New under-sampling methods to address the problem of unbalanced sentiment classification: application on Arabic datasets. - Asmaa Mountassir; Houda Benbrahim; Ilham Berrada (Int. J. Inf. Commun. Technol., 2016)

Textual Context Aware Factorization Machines: Improving Recommendation by Leveraging Users' Reviews. - Fatima Zahra Lahlou; Houda Benbrahim; Ismail Kassou (ICSDE, 2018)

Analyzing the Accuracy of Historical Average for Urban Traffic Forecasting Using Google Maps. - Hajar Rezzouqi; Ihsane Gryech; Nada Sbihi; Mounir Ghogho; Houda Benbrahim (IntelliSys (1), 2018)

Deep Reinforcement Learning Overview of the state of the Art. - Youssef Fenjiro; Houda Benbrahim (J. Autom. Mob. Robotics Intell. Syst., 2018)

The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art. - Karima Echihabi; Kostas Zoumpatianos; Themis Palpanas; Houda Benbrahim (Proc. VLDB Endow., 2018)

Deep reinforcement learning with external control: self-driving car application. - Youssef Fenjiro; Houda Benbrahim (SCA, 2019)

Customer Product Review Summarization over time for Competitive Intelligence. - Kamal Amarouche; Houda Benbrahim; Ismail Kassou (J. Autom. Mob. Robotics Intell. Syst., 2019)

Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search. - Karima Echihabi; Kostas Zoumpatianos; Themis Palpanas; Houda Benbrahim (Proc. VLDB Endow., 2019)

Optimal Combination of Imitation and Reinforcement Learning for Self-driving Cars. - Youssef Fenjiro; Houda Benbrahim (Rev. d'Intelligence Artif., 2019)

Monitoring Early Warning Signs Evolution Through Time. - Manal El Akrouchi; Houda Benbrahim; Ismail Kassou (ACAI, 2020)

Review on adopting concept extraction in weak signals detection in competitive intelligence. - Manal El Akrouchi; Houda Benbrahim; Ismail Kassou (ArabWIC, 2021)

Leveraging Open Threat Exchange (OTX) to Understand Spatio-Temporal Trends of Cyber Threats: Covid-19 Case Study. - Othmane Cherqi; Hicham Hammouchi; Mounir Ghogho; Houda Benbrahim (ISI, 2021)

Conflict spectrum: An empirical study of geopolitical cyber threats from a social network perspective. - Narjisse Nejjari; Sara Lahlou; Oumaima Fadi; Karim Zkik; Mustapha Oudani; Houda Benbrahim (SNAMS, 2021)

Detecting the impact of software vulnerability on attacks: A case study of network telescope scans. - Abdellah Houmz; Ghita Mezzour; Karim Zkik; Mounir Ghogho; Houda Benbrahim (J. Netw. Comput. Appl., 2021)

End-to-end LDA-based automatic weak signal detection in web news. - Manal El Akrouchi; Houda Benbrahim; Ismail Kassou (Knowl. Based Syst., 2021)

Hercules Against Data Series Similarity Search. - Karima Echihabi; Panagiota Fatourou; Kostas Zoumpatianos; Themis Palpanas; Houda Benbrahim (Proc. VLDB Endow., 2022)

SlideGCN: Slightly Deep Graph Convolutional Network for Multilingual Sentiment Analysis. - El Mahdi Mercha; Houda Benbrahim; Mohammed Erradi (IWANN (2), 2023)

Toward Reliable Mobile CrowdSensing Data Collection: Image Splicing Localization Overview. - Wahiba Abou-Zbiba; Houda Benbrahim; Hanan El Bakkali; Hajar El Gadi; Zaina Maqour; Driss Benhaddou (IWCMC, 2023)

An Overview of Funded Research Projects in The MENA Region on Intelligent Transportation Systems. - 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 (IWCMC, 2023)

Preserving Privacy in Mobile Crowdsensing within Intelligent Transportation System: Current Research and Future Challenges. - Zaina Maqour; Hanan El Bakkali; Driss Benhaddou; Houda Benbrahim; Hajar El Gadi; Wahiba Abou-Zbiba (IWCMC, 2023)

Beyond Locks and Keys: Structural Equation Modeling Based Framework to Explore Security Breaches Through the Lens of Crime Theories. - Narjisse Nejjari; Karim Zkik; Houda Benbrahim; Mounir Ghogho (NETYS, 2023)

Evaluating Wi-Fi Security Through Wardriving: A Test-Case Analysis. - Othmane Cherqi; Anass Sebbar; Khalid Chougdali; Mohammed Boulmalf; Houda Benbrahim (WINCOM, 2023)

Enhancing Cyber Threat Identification in Open-Source Intelligence Feeds Through an Improved Semi-Supervised Generative Adversarial Learning Approach With Contrastive Learning. - Othmane Cherqi; Youness Moukafih; Mounir Ghogho; Houda Benbrahim (IEEE Access, 2023)

STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk. - Hicham Hammouchi; Narjisse Nejjari; Ghita Mezzour; Mounir Ghogho; Houda Benbrahim (IEEE Trans. Dependable Secur. Comput., 2023)

Machine learning and deep learning for sentiment analysis across languages: A survey. - El Mahdi Mercha; Houda Benbrahim (Neurocomputing, 2023)

A Comparison of Temporal and Spatio-Temporal Methods for Short-Term Traffic Flow Prediction. - Hajar Rezzouqi; Assia Naja; Nada Sbihi; Houda Benbrahim; Mounir Ghogho (IWCMC, 2024)

Assessing Data Breach Factors Through Modern Crime Theory: A Structural Equation Modeling Approach. - Narjisse Nejjari; Karim Zkik; Hicham Hammouchi; Mounir Ghogho; Houda Benbrahim (IEEE Access, 2024)

Heterogeneous text graph for comprehensive multilingual sentiment analysis: capturing short- and long-distance semantics. - El Mahdi Mercha; Houda Benbrahim; Mohammed Erradi (PeerJ Comput. Sci., 2024)

Is Attention Mechanism Enough for Accurate Deep Learning-Based Image Forgery Detection Models? - Wahiba Abou-Zbiba; Houda Benbrahim; Driss Benhaddou; Hanan El Bakkali (IWCMC, 2025)

BlockCrowd: A Privacy-Preserving Trust Management Blockchain-Based System for Crowdsensing. - Zaina Maqour; Hanan El Bakkali; Driss Benhaddou; Houda Benbrahim; Hajar Elgadi (IWCMC, 2025)