H. Mousannif

发表

TITLE : Data quality in internet of things : A state-ofthe-art survey

H. Mousannif, H. A. Moatassime, T. Noel, 2016 .

Class-imbalanced crash prediction based on real-time traffic and weather data: A driving simulator study

H. Mousannif, Z. Elamrani Abou Elassad, H. Al Moatassime, 2020, Traffic injury prevention.

HEALTHCARE SYSTEM USING DATA MINING TECHNIQUES

H. Mousannif, A. Haqiq, Basma Boukenze, 2016 .

Younes Oulad Sayad, H. Mousannif, M. Le Page, 2015, 2015 International Conference on Cloud Technologies and Applications (CloudTech).

Making Sense of the Current Covid 19 Situation and Suggesting a tailored Release Strategy through Modeling And Simulation Case Study: Casablanca, Morocco

H. Mousannif, M. Chadi, 2020, 2005.03477.

Responsive cities and data gathering: challenges and opportunities

H. Mousannif, L. Noussair, Jihad Zahir, 2018, SCA.

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

H. Mousannif, A. Aamouche, M. Chadi, 2022, Journal of Cheminformatics.

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

H. Mousannif, M. Chadi, 2022, Appl. Artif. Intell..

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

Abdelkader El Mahdaouy, Abdellah El Mekki, H. Mousannif, 2022, FIRE.

Using Machine Learning Algorithms for Breast Cancer Risk Prediction and Diagnosis

Hajar Mousannif, Hassan Al Moatassime, Hiba Asri, 2016, ANT/SEIT.

Big data in healthcare: Challenges and opportunities

Hajar Mousannif, Hiba Asri, Thomas Noel, 2015, 2015 International Conference on Cloud Technologies and Applications (CloudTech).

Predictive modeling of wildfires: A new dataset and machine learning approach

Younes Oulad Sayad, Hajar Mousannif, Hassan Al Moatassime, 2019, Fire Safety Journal.

Predicting Chronic Kidney Failure Disease Using Data Mining Techniques

Hajar Mousannif, Abdelkrim Haqiq, Basma Boukenze, 2016, UNet.

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

Hajar Mousannif, Jamal Ouarzazi, Noussair Lazrak, 2020 .

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

Hajar Mousannif, Anas Abou El Kalam, Abdellah Ait Ouahman, 2017, Comput. Networks.

Reinforcement Learning Based Decision Support Tool For Epidemic Control

Mohamed-Amine CHADI, Hajar MOUSANNIF, H. Mousannif, 2021 .

Reality mining and predictive analytics for building smart applications

H. Mousannif, H. A. Moatassime, Hiba Asri, 2019, Journal of Big Data.

Practical Weed Detection Based On Data Fusion Techniques In Precision Agriculture

H. Mousannif, H. Ayad, Ali El-Alaoui, 2022, 2022 16th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS).

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

Hajar Mousannif, Hassan Al Moatassime, Thomas Noël, 2016, J. Netw. Comput. Appl..

Using YouTube Comments for Text-based Emotion Recognition

Hajar Mousannif, Hassan Al Moatassime, Yasmina Douiji, 2016, ANT/SEIT.

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

Hajar Mousannif, Hassan Al Moatassime, Aimad Karkouch, 2020, Eng. Appl. Artif. Intell..

Data quality enhancement in Internet of Things environment

Hajar Mousannif, Hassan Al Moatassime, Thomas Noël, 2015, 2015 IEEE/ACS 12th International Conference of Computer Systems and Applications (AICCSA).

The Human Face of Mobile

Hajar Mousannif, Ismail Khalil, Ismail Khalil, 2014, ICT-EurAsia.

Cooperation as a Service in VANETs

Hajar Mousannif, Hassan Al Moatassime, Ismail Khalil, 2011, J. Univers. Comput. Sci..

PERFORMANCE OF DATA MINING TECHNIQUES TO PREDICT IN HEALTHCARE CASE STUDY : CHRONIC KIDNEY FAILURE DISEASE

Hajar Mousannif, Abdelkrim Haqiq, Basma Boukenze, 2016 .

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

Hajar Mousannif, Hassan Al Moatassime, Thomas Noël, 2018, J. Ambient Intell. Humaniz. Comput..

Cooperation as a service in VANET: Implementation and simulation results

Stephan Olariu, Hajar Mousannif, Ismail Khalil, 2012, Mob. Inf. Syst..

Collaborative learning in the clouds

Ismail Khalil, Gabriele Anderst-Kotsis, H. Mousannif, 2013, Inf. Syst. Frontiers.

A real-time crash prediction fusion framework: An imbalance-aware strategy for collision avoidance systems

Hajar Mousannif, Hassan Al Moatassime, Zouhair Elamrani Abou Elassad, 2020 .

Magnetic anomalies characterization: Deep learning and explainability

H. Mousannif, C. Camerlynck, N. Florsch, 2022, Comput. Geosci..

Big Data Analytics in Healthcare: Case Study - Miscarriage Prediction

Hajar Mousannif, Hassan Al Moatassime, Hiba Asri, 2019, Int. J. Distributed Syst. Technol..

A Hybrid Data Mining Classifier for Breast Cancer Prediction

Hajar Mousannif, Hiba Asri, Hassan Al Moatassim, 2019 .

Comprehensive miscarriage dataset for an early miscarriage prediction

Hajar Mousannif, Hiba Asri, Hassan Al Moatassime, 2018, Data in brief.

An energy-efficient scheme for reporting events over WSNs

Hajar Mousannif, Hassan Al Moatassime, Said Rakrak, 2011, Int. J. Pervasive Comput. Commun..

Wireless sensor networks: A new event notification approach

Hajar Mousannif, Hassan Al Moatassime, Said Rakrak, 2010, 2010 5th International Symposium On I/V Communications and Mobile Network.

A new clustering scheme for wireless sensor networks

Hajar Mousannif, Hassan Al Moatassime, Said Rakrak, 2010, MoMM.

Access control in IoT: Survey & state of the art

Hajar Mousannif, Anas Abou El Kalam, Abdellah Ait Ouahman, 2016, 2016 5th International Conference on Multimedia Computing and Systems (ICMCS).

Access control models in IoT: The road ahead

Hajar Mousannif, Abdellah Ait Ouahman, Aafaf Ouaddah, 2015, 2015 IEEE/ACS 12th International Conference of Computer Systems and Applications (AICCSA).

PREDICTIVE ANALYTICS IN HEALTH CARE SYSTEM USING DATA MINING TECHNIQUES

Hajar Mousannif, Abdelkrim Haqiq, Basma Boukenze, 2016 .

Cooperative Data Management in Wireless Sensor Networks

Hajar Mousannif, Ismail Khalil, Ismail Khalil, 2012, Int. J. Comput. Intell. Syst..

Cooperation in static and mobile sensor-based platforms for situation, activity and goal awareness

Stephan Olariu, Hajar Mousannif, Ismail Khalil, 2011, SAGAware '11.

Understanding Driving Behavior: Measurement, Modeling and Analysis

Hajar Mousannif, Zouhair Elamrani Abou Elassad, H. Mousannif, 2018, Advances in Intelligent Systems and Computing.

P ERFECT : Prompt-free and Efficient Language Model Fine-Tuning

Teven Le Scao, Patrick von Platen, Quentin de Laroussilhe, 2021 .

A Ubiquitous Students Responses System for Connected Classrooms

Hajar Mousannif, Hassan Al Moatassime, Aimad Karkouch, 2017, SCA.

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

H. Mousannif, M. Chadi, Ahmed Aamouche, 2023, 2023 International Conference on Information Technology Research and Innovation (ICITRI).

Efficient Fusion Decision System for Predicting Road Crash Events: A Comparative Simulator Study for Imbalance Class Handling

H. Mousannif, M. Ameksa, Zouhair Elamrani Abou Elassad, 2023, Transportation Research Record: Journal of the Transportation Research Board.

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

Hajar Mousannif, Hassan Al Moatassime, Zouhair Elamrani Abou Elassad, 2020, Knowl. Based Syst..

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

H. Mousannif, E. E. Mazoudi, O. E. Meslouhi, 2023, International Conference on Wireless Networks and Mobile Communications.

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

Hajar Mousannif, Hassan Al Moatassime, Zouhair Elamrani Abou Elassad, 2020, NISS.

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

H. Mousannif, Z. E. A. Elassad, Dauha Elamrani Abou Elassad, 2023, CBI.

TOWARD FLEXIBLE DATA COLLECTION OF DRIVING BEHAVIOUR

M. AMEKSA, H. MOUSANNIF, H. AL MOATASSIME, 2020, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Crash Prediction using Ensemble Methods

H. Mousannif, M. Ameksa, Zouhair Elamrani Abou Elassad, 2021, Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning.

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

H. Mousannif, Z. E. A. Elassad, Dauha Elamrani Abou Elassad, 2023, J. Intell. Fuzzy Syst..

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

H. Mousannif, Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, 2023, Journal of Ambient Intelligence and Smart Environments.

Context-Based Sentiment Analysis: A Survey

Hajar Mousannif, Oumayma El Ansari, Jihad Zahir, 2018, MEDI Workshops.