Waleed Reafee Sbu Jmoona, Research Assistant

Waleed Jmoona is Research Assistant at Artificial Intelligence and Intelligent Systems Research Group. He spent the last years working with machine learning and modelling in research and industry. He obtained his PhD in Computer Science from Universiti Teknologi Malaysia (UTM) in June 2017. He received a certificate of excellence (Grade A) for his PhD thesis titled "Enhancing Recommender Systems Based on Probabilistic Matrix Factorization through Mining of Social Networks".



RESEARCH INTERESTS
● Recommender Systems
● Natural Language Processing (NLP)
● Social Network Analysis
● Machine Learning
● Artificial Intelligent (AI)

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Latest publications:

Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study (Mar 2024)
Christophe Hurter , Augustin Degas , Arnaud Guibert , Maelan Poyer , Nicolas Durand , Alexandre Veyrie , Ana Ferreira , Stefano Bonelli , Mobyen Uddin Ahmed, Waleed Reafee Sbu Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Fabio Babiloni , Pietro Aricò
16th International Conference Agents and Artificial Intelligence (ICAART24)

Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction (Jun 2023)
Waleed Reafee Sbu Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira , Nicola Cavagnetto
19th International Conference on Artificial Intelligence Applications and Innovations (AIAI2023)

Two-sided regularization model based on probabilistic matrix factorization and quantum similarity for recommender systems (Jun 2020)
Waleed Reafee Sbu Jmoona, Naomie Salim , Marwa Alhazmi
International Journal of Modeling, Simulation, and Scientific Computing (ijmssc)

The Power of Implicit Social Relation in Rating Prediction of Social Recommender Systems (May 2016)
Waleed Reafee Sbu Jmoona, Naomie Salim , Atif Khan
PLOS ONE (PLOS ONE)

A clustered semantic graph approach for multi-document abstractive summarization (Nov 2015)
Atif Khan , Naomie Salim , Waleed Reafee Sbu Jmoona, Anupong Sukprasert , Yogan Jaya Kumar
Jurnal Teknologi (JurnalTeknologi )

The social network role in improving recommendation performance of collaborative filtering (Dec 2013)
Waleed Reafee Sbu Jmoona, Naomie Salim
First International Conference on Advanced Data and Information Engineering (DaEng-2013)