Hajar Mousannif

55 papers B 2C 8Misc 1Journal 28Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing crack detection and severity assessment in historical Tabiya basins using U-Net and adaptive thresholding. Frontiers Artif. Intell. Hafsa Matich, Jamal Attmani, Hajar Mousannif
2026	J	`jnl`	Implementation of an ıntelligent vision approach for automated structural defect detection. Discov. Artif. Intell. Hafsa Matich, Hajar Mousannif
2026	J	`jnl`	Reinforcement Learning for Imbalanced Data in Robotic Anomaly Detection within Autonomous Manufacturing. SN Comput. Sci. Salma Messaoudi, Ahmed Bendaouia, El Hassan Abdelwahed, Mohammed Ameksa, Hajar Mousannif, Jianzhi Li
2025	J	`jnl`	Enhancing weed detection through knowledge distillation and attention mechanism. Frontiers Robotics AI Ali El-Alaoui, Hajar Mousannif
2025	Misc	`conf`	F-LoRA-QA: Finetuning LLaMA Models with Low-Rank Adaptation for French Botanical Question Generation and Answering. RANLP Ayoub Nainia, Régine Vignes-Lebbe, Hajar Mousannif, Jihad Zahir
2025	J	`jnl`	The Fast-Greedy algorithm reveals hourly fluctuations and associated risks of shark communities in a South Pacific city. Ecol. Informatics Ibtissam Chafia, Jihad Zahir, Christophe Lett, Tarik Agouti, Hajar Mousannif, Laurent Vigliola
2024	J	`jnl`	Curiosity as a Self-Supervised Method to Improve Exploration in De novo Drug Design. CoRR Mohamed-Amine Chadi, Hajar Mousannif, Ahmed Aamouche
2024	J	`jnl`	IT-2 Fuzzy Control and Behavioral Approach Navigation System for Holonomic 4WD/4WS Agricultural Robot. Int. J. Comput. Commun. Control Hayat Ait Dahmad, Hassan Ayad, Alfonso García-Cerezo, Hajar Mousannif
2024	J	`jnl`	Imbalance-learning road crash assessment under reduced visibility settings: A proactive multicriteria decision-making system. J. Ambient Intell. Smart Environ. Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif
2023	C	`conf`	A non-intrusive multivariate analysis for monitoring inattentive driving based on physiological signals, driver inputs and visual features: A hybrid deep learning approach. WINCOM Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Othmane El Meslouhi, Mohamed Ameksa, Hajar Mousannif, El Houssine El Mazoudi
2023	C	`conf`	Assessing Ocean's Legal Protection Using AI: A New Dataset and a BERT-Based Classifier. JURIX Youssef Al Mouatamid, Jihad Zahir, Marie Bonnin, Hajar Mousannif
2023	J	`jnl`	Enabling distributed intelligence in Internet of Things: an air quality monitoring use case. Pers. Ubiquitous Comput. Lazrak Noussair, Jamal Ouarzazi, Jihad Zahir, Hajar Mousannif
2023	—	`conf`	Machine Learning Prediction of Weather-Induced Road Crash Events for Experienced and Novice Drivers: Insights from a Driving Simulator Study. CBI Zouhair Elamrani Abou Elassad, Mohamed Ameksa, Dauha Elamrani Abou Elassad, Hajar Mousannif
2023	J	`jnl`	Understanding Reinforcement Learning Algorithms: The Progress from Basic Q-learning to Proximal Policy Optimization. CoRR Mohamed-Amine Chadi, Hajar Mousannif
2022	J	`jnl`	A Reinforcement Learning Based Decision Support Tool for Epidemic Control: Validation Study for COVID-19. Appl. Artif. Intell. Mohamed-Amine Chadi, Hajar Mousannif
2022	J	`jnl`	Conditional reduction of the loss value versus reinforcement learning for biassing a de-novo drug design generator. J. Cheminformatics Mohamed-Amine Chadi, Hajar Mousannif, Ahmed Aamouche
2022	J	`jnl`	Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. CoRR Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
2022	—	`conf`	Fuzzy Logic Controller for 4WD/4WS Autonomous Agricultural Robotic. ICECOCS Hayat Ait Dahmad, Hassan Ayad, Hajar Mousannif, Ali El-Alaoui
2022	J	`jnl`	Magnetic anomalies characterization: Deep learning and explainability. Comput. Geosci. Julio José Cárdenas Chapellín, Christophe Denis, Hajar Mousannif, Christian Camerlynck, Nicolas Florsch
2022	—	`conf`	Practical Weed Detection Based On Data Fusion Techniques In Precision Agriculture. SITIS Ali El-Alaoui, Hajar Mousannif, Hassan Ayad, Hayat Ait Dahmad
2021	—	`conf`	Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. FIRE (Working Notes) Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
2020	C	`conf`	A Dataset to Support Sexist Content Detection in Arabic Text. ICISP Oumayma El Ansari, Jihad Zahir, Hajar Mousannif
2020	J	`jnl`	A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution. Knowl. Based Syst. Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime
2020	C	`conf`	Big Data and Reality Mining in Healthcare: Promise and Potential. ICISP Hiba Asri, Hajar Mousannif, Hassan Al Moatassime, Jihad Zahir
2020	J	`jnl`	The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review. Eng. Appl. Artif. Intell. Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime, Aimad Karkouch
2020	—	`conf`	Towards analyzing crash events for novice drivers under reduced-visibility settings: A simulator study. NISS Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime
2019	—	`conf`	Author Gender Identification from Arabic Youtube Comments. SITIS Jihad Zahir, Youssef Mehdi Oukaja, Hajar Mousannif
2019	J	`jnl`	Big Data Analytics in Healthcare: Case Study - Miscarriage Prediction. Int. J. Distributed Syst. Technol. Hiba Asri, Hajar Mousannif, Hassan Al Moatassime
2019	J	`jnl`	Reality mining and predictive analytics for building smart applications. J. Big Data Hiba Asri, Hajar Mousannif, Hassan Al Moatassime
2019	—	`conf`	Towards Distributed Learning in Internet of Things. Air Quality Monitoring Use Case. MEDI Workshops Lazrak Noussair, Jesualdo Tomás Fernández-Breis, Jihad Zahir, Hajar Mousannif
2018	J	`jnl`	A model-driven framework for data quality management in the Internet of Things. J. Ambient Intell. Humaniz. Comput. Aimad Karkouch, Hajar Mousannif, Hassan Al Moatassime, Thomas Noël
2018	—	`conf`	Context-Based Sentiment Analysis: A Survey. MEDI Workshops Oumayma El Ansari, Jihad Zahir, Hajar Mousannif
2018	B	`conf`	Responsive cities and data gathering: challenges and opportunities. SCA Lazrak Noussair, Jihad Zahir, Hajar Mousannif
2017	B	`conf`	A Ubiquitous Students Responses System for Connected Classrooms. SCA Aimad Karkouch, Hajar Mousannif, Hassan Al Moatassime
2017	J	`jnl`	Access control in the Internet of Things: Big challenges and new opportunities. Comput. Networks Aafaf Ouaddah, Hajar Mousannif, Anas Abou El Kalam, Abdellah Ait Ouahman
2017	—	`conf`	Real-time Miscarriage Prediction with SPARK. EUSPN/ICTH Hiba Asri, Hajar Mousannif, Hassan Al Moatassime
2016	—	`conf`	Access control in IoT: Survey & state of the art. ICMCS Aafaf Ouaddah, Hajar Mousannif, Anas Abou El Kalam, Abdellah Ait Ouahman
2016	J	`jnl`	Big data projects: just jump right in! Int. J. Pervasive Comput. Commun. Hajar Mousannif, Hasna Sabah, Yasmina Douiji, Younes Oulad Sayad
2016	J	`jnl`	Data quality in internet of things: A state-of-the-art survey. J. Netw. Comput. Appl. Aimad Karkouch, Hajar Mousannif, Hassan Al Moatassime, Thomas Noël
2016	—	`conf`	Predicting Chronic Kidney Failure Disease Using Data Mining Techniques. UNet Basma Boukenze, Abdelkrim Haqiq, Hajar Mousannif
2016	—	`conf`	Using Machine Learning Algorithms for Breast Cancer Risk Prediction and Diagnosis. ANT/SEIT Hiba Asri, Hajar Mousannif, Hassan Al Moatassime, Thomas Noël
2016	—	`conf`	Using YouTube Comments for Text-based Emotion Recognition. ANT/SEIT Yasmina Douiji, Hajar Mousannif, Hassan Al Moatassime
2015	C	`conf`	Access control models in IoT: The road ahead. AICCSA Aafaf Ouaddah, Hajar Mousannif, Abdellah Ait Ouahman
2015	C	`conf`	Building a structured collaboration system from XML specification. AICCSA Sara Najam, Hajar Mousannif, Mohamed Ouzzif
2015	C	`conf`	Data quality enhancement in Internet of Things environment. AICCSA Aimad Karkouch, Hassan Al Moatassime, Hajar Mousannif, Thomas Noël
2015	—	`conf`	I-CARE: Intelligent Context Aware system for Recognizing Emotions from text. SITA Yasmina Douiji, Hajar Mousannif
2014	—	`conf`	From Big Data to Big Projects: A Step-by-Step Roadmap. FiCloud Hajar Mousannif, Hasna Sabah, Yasmina Douiji, Younes Oulad Sayad
2014	—	`conf`	The Human Face of Mobile. ICT-EurAsia Hajar Mousannif, Ismail Khalil
2013	J	`jnl`	Collaborative learning in the clouds. Inf. Syst. Frontiers Hajar Mousannif, Ismail Khalil, Gabriele Kotsis
2013	J	`jnl`	The cloud is not 'there', we are the cloud! Int. J. Web Grid Serv. Hajar Mousannif, Ismail Khalil, Gabriele Kotsis
2012	J	`jnl`	Cooperation as a service in VANET: Implementation and simulation results. Mob. Inf. Syst. Hajar Mousannif, Ismail Khalil, Stephan Olariu
2012	J	`jnl`	Cooperative Data Management in Wireless Sensor Networks. Int. J. Comput. Intell. Syst. Hajar Mousannif, Ismail Khalil
2011	J	`jnl`	An energy-efficient scheme for reporting events over WSNs. Int. J. Pervasive Comput. Commun. Hajar Mousannif, Hassan Al Moatassime, Said Rakrak
2011	J	`jnl`	Cooperation as a Service in VANETs. J. Univers. Comput. Sci. Hajar Mousannif, Ismail Khalil, Hassan Al Moatassime
2010	C	`conf`	A new clustering scheme for wireless sensor networks. MoMM Hajar Mousannif, Said Rakrak, Hassan Al Moatassime