Hajar Mousannif

According to our database, Hajar Mousannif authored at least 49 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Predictive analysis for road accidents using a tree-based and deep learning fusion system.

Mohamed Ameksa, Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif

J. Intell. Fuzzy Syst., January, 2024

Imbalance-learning road crash assessment under reduced visibility settings: A proactive multicriteria decision-making system.

Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif

J. Ambient Intell. Smart Environ., 2024

IT-2 Fuzzy Control and Behavioral Approach Navigation System for Holonomic 4WD/4WS Agricultural Robot.

Hayat Ait Dahmad, Hassan Ayad, Alfonso García-Cerezo, Hajar Mousannif

Int. J. Comput. Commun. Control, 2024

Curiosity as a Self-Supervised Method to Improve Exploration in De novo Drug Design.

Mohamed-Amine Chadi, Hajar Mousannif, Ahmed Aamouche

CoRR, 2024

2023

Enabling distributed intelligence in Internet of Things: an air quality monitoring use case.

Lazrak Noussair, Jamal Ouarzazi, Jihad Zahir, Hajar Mousannif

Pers. Ubiquitous Comput., December, 2023

Understanding Reinforcement Learning Algorithms: The Progress from Basic Q-learning to Proximal Policy Optimization.

Mohamed-Amine Chadi, Hajar Mousannif

CoRR, 2023

A non-intrusive multivariate analysis for monitoring inattentive driving based on physiological signals, driver inputs and visual features: A hybrid deep learning approach.

Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Othmane El Meslouhi, Mohamed Ameksa, Hajar Mousannif, El Houssine El Mazoudi

Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

Assessing Ocean's Legal Protection Using AI: A New Dataset and a BERT-Based Classifier.

Youssef Al Mouatamid, Jihad Zahir, Marie Bonnin, Hajar Mousannif

Proceedings of the Legal Knowledge and Information Systems, 2023

Machine Learning Prediction of Weather-Induced Road Crash Events for Experienced and Novice Drivers: Insights from a Driving Simulator Study.

Zouhair Elamrani Abou Elassad, Mohamed Ameksa, Dauha Elamrani Abou Elassad, Hajar Mousannif

Proceedings of the Business Intelligence - 8th International Conference, 2023

2022

Conditional reduction of the loss value versus reinforcement learning for biassing a de-novo drug design generator.

Mohamed-Amine Chadi, Hajar Mousannif, Ahmed Aamouche

J. Cheminformatics, 2022

Magnetic anomalies characterization: Deep learning and explainability.

Julio José Cárdenas Chapellín, Christophe Denis, Hajar Mousannif, Christian Camerlynck, Nicolas Florsch

Comput. Geosci., 2022

A Reinforcement Learning Based Decision Support Tool for Epidemic Control: Validation Study for COVID-19.

Mohamed-Amine Chadi, Hajar Mousannif

Appl. Artif. Intell., 2022

Practical Weed Detection Based On Data Fusion Techniques In Precision Agriculture.

Ali El-Alaoui, Hajar Mousannif, Hassan Ayad, Hayat Ait Dahmad

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

Fuzzy Logic Controller for 4WD/4WS Autonomous Agricultural Robotic.

Hayat Ait Dahmad, Hassan Ayad, Hajar Mousannif, Ali El-Alaoui

Proceedings of the 3rd IEEE International Conference on Electronics, 2022

2021

Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media.

Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada

Proceedings of the Working Notes of FIRE 2021, 2021

2020

A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution.

Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime

Knowl. Based Syst., 2020

The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review.

Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime, Aimad Karkouch

Eng. Appl. Artif. Intell., 2020

Towards analyzing crash events for novice drivers under reduced-visibility settings: A simulator study.

Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime

Proceedings of the NISS 2020: The 3rd International Conference on Networking, Information Systems & Security, Marrakech, Morocco, March 31, 2020

Big Data and Reality Mining in Healthcare: Promise and Potential.

Hiba Asri, Hajar Mousannif, Hassan Al Moatassime, Jihad Zahir

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

A Dataset to Support Sexist Content Detection in Arabic Text.

Oumayma El Ansari, Jihad Zahir, Hajar Mousannif

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

2019

Reality mining and predictive analytics for building smart applications.

Hiba Asri, Hajar Mousannif, Hassan Al Moatassime

J. Big Data, 2019

Big Data Analytics in Healthcare: Case Study - Miscarriage Prediction.

Hiba Asri, Hajar Mousannif, Hassan Al Moatassime

Int. J. Distributed Syst. Technol., 2019

Author Gender Identification from Arabic Youtube Comments.

Jihad Zahir, Youssef Mehdi Oukaja, Hajar Mousannif

Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Towards Distributed Learning in Internet of Things. Air Quality Monitoring Use Case.

Lazrak Noussair, Jesualdo Tomás Fernández-Breis, Jihad Zahir, Hajar Mousannif

Proceedings of the New Trends in Model and Data Engineering, 2019

2018

A model-driven framework for data quality management in the Internet of Things.

Aimad Karkouch, Hajar Mousannif, Hassan Al Moatassime, Thomas Noël

J. Ambient Intell. Humaniz. Comput., 2018

Responsive cities and data gathering: challenges and opportunities.

Lazrak Noussair, Jihad Zahir, Hajar Mousannif

Proceedings of the 3rd International Conference on Smart City Applications, 2018

Context-Based Sentiment Analysis: A Survey.

Oumayma El Ansari, Jihad Zahir, Hajar Mousannif

Proceedings of the New Trends in Model and Data Engineering, 2018

2017

Access control in the Internet of Things: Big challenges and new opportunities.

Aafaf Ouaddah, Hajar Mousannif, Anas Abou El Kalam, Abdellah Ait Ouahman

Comput. Networks, 2017

A Ubiquitous Students Responses System for Connected Classrooms.

Aimad Karkouch, Hajar Mousannif, Hassan Al Moatassime

Proceedings of the Innovations in Smart Cities and Applications, 2017

Real-time Miscarriage Prediction with SPARK.

Hiba Asri, Hajar Mousannif, Hassan Al Moatassime

Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

2016

Data quality in internet of things: A state-of-the-art survey.

Aimad Karkouch, Hajar Mousannif, Hassan Al Moatassime, Thomas Noël

J. Netw. Comput. Appl., 2016

Big data projects: just jump right in!

Hajar Mousannif, Hasna Sabah, Yasmina Douiji, Younes Oulad Sayad

Int. J. Pervasive Comput. Commun., 2016

Predicting Chronic Kidney Failure Disease Using Data Mining Techniques.

Basma Boukenze, Abdelkrim Haqiq, Hajar Mousannif

Proceedings of the Advances in Ubiquitous Networking 2 - Proceedings of the UNet'16, Casablanca, Morocco, May 30, 2016

Access control in IoT: Survey & state of the art.

Aafaf Ouaddah, Hajar Mousannif, Anas Abou El Kalam, Abdellah Ait Ouahman

Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016

Using YouTube Comments for Text-based Emotion Recognition.

Yasmina Douiji, Hajar Mousannif, Hassan Al Moatassime

Proceedings of the 7th International Conference on Ambient Systems, 2016

Using Machine Learning Algorithms for Breast Cancer Risk Prediction and Diagnosis.

Hiba Asri, Hajar Mousannif, Hassan Al Moatassime, Thomas Noël

Proceedings of the 7th International Conference on Ambient Systems, 2016

2015

I-CARE: Intelligent Context Aware system for Recognizing Emotions from text.

Yasmina Douiji, Hajar Mousannif

Proceedings of the 10th International Conference on Intelligent Systems: Theories and Applications, 2015

Access control models in IoT: The road ahead.

Aafaf Ouaddah, Hajar Mousannif, Abdellah Ait Ouahman

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

Building a structured collaboration system from XML specification.

Sara Najam, Hajar Mousannif, Mohamed Ouzzif

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

Data quality enhancement in Internet of Things environment.

Aimad Karkouch, Hassan Al Moatassime, Hajar Mousannif, Thomas Noël

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014

The Human Face of Mobile.

Hajar Mousannif, Ismail Khalil

Proceedings of the Information and Communication Technology, 2014

From Big Data to Big Projects: A Step-by-Step Roadmap.

Hajar Mousannif, Hasna Sabah, Yasmina Douiji, Younes Oulad Sayad

Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

2013

Collaborative learning in the clouds.

Hajar Mousannif, Ismail Khalil, Gabriele Kotsis

Inf. Syst. Frontiers, 2013

The cloud is not 'there', we are the cloud!

Hajar Mousannif, Ismail Khalil, Gabriele Kotsis

Int. J. Web Grid Serv., 2013

2012

Cooperation as a service in VANET: Implementation and simulation results.

Hajar Mousannif, Ismail Khalil, Stephan Olariu

Mob. Inf. Syst., 2012

Cooperative Data Management in Wireless Sensor Networks.

Hajar Mousannif, Ismail Khalil

Int. J. Comput. Intell. Syst., 2012

2011

Cooperation as a Service in VANETs.

Hajar Mousannif, Ismail Khalil, Hassan Al Moatassime

J. Univers. Comput. Sci., 2011

An energy-efficient scheme for reporting events over WSNs.

Hajar Mousannif, Hassan Al Moatassime, Said Rakrak

Int. J. Pervasive Comput. Commun., 2011

2010

A new clustering scheme for wireless sensor networks.

Hajar Mousannif, Said Rakrak, Hassan Al Moatassime

Proceedings of the MoMM'2010, 2010