Hajar Mousannif

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 37

Top Topics

Big Data Analytics

Driving Simulator

Top Venues

Publications

Hayat Ait Dahmad, Hassan Ayad, Alfonso García-Cerezo, Hajar Mousannif
IT-2 Fuzzy Control and Behavioral Approach Navigation System for Holonomic 4WD/4WS Agricultural Robot. Int. J. Comput. Commun. Control 19 (3) (2024)
Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif
Imbalance-learning road crash assessment under reduced visibility settings: A proactive multicriteria decision-making system. J. Ambient Intell. Smart Environ. 16 (2) (2024)
Mohamed Ameksa, Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif
Predictive analysis for road accidents using a tree-based and deep learning fusion system. J. Intell. Fuzzy Syst. 46 (1) (2024)
Mohamed-Amine Chadi, Hajar Mousannif, Ahmed Aamouche
Curiosity as a Self-Supervised Method to Improve Exploration in De novo Drug Design. CoRR (2024)
Mohamed-Amine Chadi, Hajar Mousannif
Understanding Reinforcement Learning Algorithms: The Progress from Basic Q-learning to Proximal Policy Optimization. CoRR (2023)
Zouhair Elamrani Abou Elassad, Mohamed Ameksa, Dauha Elamrani Abou Elassad, Hajar Mousannif
Machine Learning Prediction of Weather-Induced Road Crash Events for Experienced and Novice Drivers: Insights from a Driving Simulator Study. CBI (2023)
Youssef Al Mouatamid, Jihad Zahir, Marie Bonnin, Hajar Mousannif
Assessing Ocean's Legal Protection Using AI: A New Dataset and a BERT-Based Classifier. JURIX (2023)
Lazrak Noussair, Jamal Ouarzazi, Jihad Zahir, Hajar Mousannif
Enabling distributed intelligence in Internet of Things: an air quality monitoring use case. Pers. Ubiquitous Comput. 27 (6) (2023)
Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Othmane El Meslouhi, Mohamed Ameksa, Hajar Mousannif, El Houssine El Mazoudi
A non-intrusive multivariate analysis for monitoring inattentive driving based on physiological signals, driver inputs and visual features: A hybrid deep learning approach. WINCOM (2023)
Hayat Ait Dahmad, Hassan Ayad, Hajar Mousannif, Ali El-Alaoui
Fuzzy Logic Controller for 4WD/4WS Autonomous Agricultural Robotic. ICECOCS (2022)
Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. CoRR (2022)
Ali El-Alaoui, Hajar Mousannif, Hassan Ayad, Hayat Ait Dahmad
Practical Weed Detection Based On Data Fusion Techniques In Precision Agriculture. SITIS (2022)
Julio José Cárdenas Chapellín, Christophe Denis, Hajar Mousannif, Christian Camerlynck, Nicolas Florsch
Magnetic anomalies characterization: Deep learning and explainability. Comput. Geosci. 169 (2022)
Mohamed-Amine Chadi, Hajar Mousannif, Ahmed Aamouche
Conditional reduction of the loss value versus reinforcement learning for biassing a de-novo drug design generator. J. Cheminformatics 14 (1) (2022)
Mohamed-Amine Chadi, Hajar Mousannif
A Reinforcement Learning Based Decision Support Tool for Epidemic Control: Validation Study for COVID-19. Appl. Artif. Intell. 36 (1) (2022)
Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. FIRE (Working Notes) (2021)
Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime, Aimad Karkouch
The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review. Eng. Appl. Artif. Intell. 87 (2020)
Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime
A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution. Knowl. Based Syst. 205 (2020)
Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime
Towards analyzing crash events for novice drivers under reduced-visibility settings: A simulator study. NISS (2020)
Oumayma El Ansari, Jihad Zahir, Hajar Mousannif
A Dataset to Support Sexist Content Detection in Arabic Text. ICISP (2020)
Hiba Asri, Hajar Mousannif, Hassan Al Moatassime, Jihad Zahir
Big Data and Reality Mining in Healthcare: Promise and Potential. ICISP (2020)
Hiba Asri, Hajar Mousannif, Hassan Al Moatassime
Reality mining and predictive analytics for building smart applications. J. Big Data 6 (2019)
Lazrak Noussair, Jesualdo Tomás Fernández-Breis, Jihad Zahir, Hajar Mousannif
Towards Distributed Learning in Internet of Things. Air Quality Monitoring Use Case. MEDI Workshops (2019)
Hiba Asri, Hajar Mousannif, Hassan Al Moatassime
Big Data Analytics in Healthcare: Case Study - Miscarriage Prediction. Int. J. Distributed Syst. Technol. 10 (4) (2019)
Jihad Zahir, Youssef Mehdi Oukaja, Hajar Mousannif
Author Gender Identification from Arabic Youtube Comments. SITIS (2019)
Aimad Karkouch, Hajar Mousannif, Hassan Al Moatassime, Thomas Noël
A model-driven framework for data quality management in the Internet of Things. J. Ambient Intell. Humaniz. Comput. 9 (4) (2018)
Lazrak Noussair, Jihad Zahir, Hajar Mousannif
Responsive cities and data gathering: challenges and opportunities. SCA (2018)
Oumayma El Ansari, Jihad Zahir, Hajar Mousannif
Context-Based Sentiment Analysis: A Survey. MEDI Workshops (2018)
Aafaf Ouaddah, Hajar Mousannif, Anas Abou El Kalam, Abdellah Ait Ouahman
Access control in the Internet of Things: Big challenges and new opportunities. Comput. Networks 112 (2017)
Aimad Karkouch, Hajar Mousannif, Hassan Al Moatassime
A Ubiquitous Students Responses System for Connected Classrooms. SCA (2017)
Hiba Asri, Hajar Mousannif, Hassan Al Moatassime
Real-time Miscarriage Prediction with SPARK. EUSPN/ICTH (2017)
Aimad Karkouch, Hajar Mousannif, Hassan Al Moatassime, Thomas Noël
Data quality in internet of things: A state-of-the-art survey. J. Netw. Comput. Appl. 73 (2016)
Hiba Asri, Hajar Mousannif, Hassan Al Moatassime, Thomas Noël
Using Machine Learning Algorithms for Breast Cancer Risk Prediction and Diagnosis. ANT/SEIT (2016)
Hajar Mousannif, Hasna Sabah, Yasmina Douiji, Younes Oulad Sayad
Big data projects: just jump right in! Int. J. Pervasive Comput. Commun. 12 (2) (2016)
Aafaf Ouaddah, Hajar Mousannif, Anas Abou El Kalam, Abdellah Ait Ouahman
Access control in IoT: Survey & state of the art. ICMCS (2016)
Yasmina Douiji, Hajar Mousannif, Hassan Al Moatassime
Using YouTube Comments for Text-based Emotion Recognition. ANT/SEIT (2016)
Basma Boukenze, Abdelkrim Haqiq, Hajar Mousannif
Predicting Chronic Kidney Failure Disease Using Data Mining Techniques. UNet (2016)
Aafaf Ouaddah, Hajar Mousannif, Abdellah Ait Ouahman
Access control models in IoT: The road ahead. AICCSA (2015)
Sara Najam, Hajar Mousannif, Mohamed Ouzzif
Building a structured collaboration system from XML specification. AICCSA (2015)
Yasmina Douiji, Hajar Mousannif
I-CARE: Intelligent Context Aware system for Recognizing Emotions from text. SITA (2015)
Aimad Karkouch, Hassan Al Moatassime, Hajar Mousannif, Thomas Noël
Data quality enhancement in Internet of Things environment. AICCSA (2015)
Hajar Mousannif, Hasna Sabah, Yasmina Douiji, Younes Oulad Sayad
From Big Data to Big Projects: A Step-by-Step Roadmap. FiCloud (2014)
Hajar Mousannif, Ismail Khalil
The Human Face of Mobile. ICT-EurAsia (2014)
Hajar Mousannif, Ismail Khalil, Gabriele Kotsis
Collaborative learning in the clouds. Inf. Syst. Frontiers 15 (2) (2013)
Hajar Mousannif, Ismail Khalil, Gabriele Kotsis
The cloud is not 'there', we are the cloud! Int. J. Web Grid Serv. 9 (1) (2013)
Hajar Mousannif, Ismail Khalil, Stephan Olariu
Cooperation as a service in VANET: Implementation and simulation results. Mob. Inf. Syst. 8 (2) (2012)
Hajar Mousannif, Ismail Khalil
Cooperative Data Management in Wireless Sensor Networks. Int. J. Comput. Intell. Syst. 5 (3) (2012)
Hajar Mousannif, Hassan Al Moatassime, Said Rakrak
An energy-efficient scheme for reporting events over WSNs. Int. J. Pervasive Comput. Commun. 7 (1) (2011)
Hajar Mousannif, Ismail Khalil, Hassan Al Moatassime
Cooperation as a Service in VANETs. J. Univers. Comput. Sci. 17 (8) (2011)
Hajar Mousannif, Said Rakrak, Hassan Al Moatassime
A new clustering scheme for wireless sensor networks. MoMM (2010)