Personal information

Biography

As a PhD graduate from Concordia University's Department of Electrical and Computer Engineering, I bring a wealth of experience as a Research Assistant. I hold a Master's degree in Computer Science from Jordan University of Science and Technology and a Bachelor's degree in Computer Science from Muta'h University. My research focuses on High-Performance Computing, Artificial Intelligence applications, and Machine Learning, reflecting my passion for advancing these fields.

Activities

Employment (2)

Concordia University: Montréal, CA

Employment
Source: Self-asserted source
Mohammed A. Shehab

Ubisoft (Canada): Montreal, Quebec, CA

2018-07-07 to present | Data Engineer (Software)
Employment
Source: Self-asserted source
Mohammed A. Shehab

Education and qualifications (3)

Concordia University: Montréal, CA

2018 to 2024 | Doctoral of philosophy (Electrical and Computer Engineering )
Education
Source: Self-asserted source
Mohammed A. Shehab

Jordan University of Science and Technology: Irbid, JO

2012-09-01 to 2015-06-20 | M.Sc (Information Technology)
Education
Source: Self-asserted source
Mohammed A. Shehab

Mutah University: Karak, JO

2006-09-07 to 2010-06-26 | B.Sc (Information Technology)
Education
Source: Self-asserted source
Mohammed A. Shehab

Works (30)

Decoding Log Parsing Challenges: A Comprehensive Taxonomy for Actionable Solutions

2024-04-14 | Conference paper
Contributors: Issam Sedki; Abdelwahab Hamou-Lhadj; Otmane Ait-Mohamed; Naser Ezzati-Jivan; Mohammed Shehab
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Commit-time defect prediction using one-class classification

Journal of Systems and Software
2024-02 | Journal article
Part of ISSN: 0164-1212
Contributors: Mohammed A. Shehab; Wael Khreich; Abdelwahab Hamou-Lhadj; Issam Sedki
Source: Self-asserted source
Mohammed A. Shehab

JITBoost: Boosting Just-In-Time Defect Prediction using Boolean Combination of Classifiers

2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security (QRS)
2023-10-22 | Conference paper
Contributors: Mohammed A. Shehab; Abdelwahab Hamou-Lhadj; Venkata Sai Gunda
Source: Self-asserted source
Mohammed A. Shehab

An Effective Approach for Parsing Large Log Files

2022 IEEE International Conference on Software Maintenance and Evolution (ICSME)
2022-10 | Conference paper
Contributors: Issam Sedki; Abdelwahab Hamou-Lhadj; Otmane Ait-Mohamed; Mohammed A. Shehab
Source: Self-asserted source
Mohammed A. Shehab

ClusterCommit: A Just-in-Time Defect Prediction Approach Using Clusters of Projects

2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
2022-03 | Conference paper
Contributors: Mohammed A. Shehab; Abdelwahab Hamou-Lhadj; Luay Alawneh
Source: Self-asserted source
Mohammed A. Shehab

Accelerating white blood cells image segmentation using GPUs

Concurrency and Computation: Practice and Experience
2021-01-25 | Journal article
Part of ISSN: 1532-0626
Part of ISSN: 1532-0634
Contributors: Qanita Bani Baker; Mohammad Alsmirat; Khaled Balhaf; Mohammed A. Shehab
Source: Self-asserted source
Mohammed A. Shehab

A scalable multiple pairwise protein sequence alignment acceleration using hybrid CPU–GPU approach

Cluster Computing
2020-12 | Journal article
Part of ISSN: 1386-7857
Part of ISSN: 1573-7543
Contributors: Luay Alawneh; Mohammed A. Shehab; Mahmoud Al-Ayyoub; Yaser Jararweh; Ziad A. Al-Sharif
Source: Self-asserted source
Mohammed A. Shehab

Improving classification and clustering techniques using GPUs

Concurrency and Computation: Practice and Experience
2020-11-10 | Journal article
Part of ISSN: 1532-0626
Part of ISSN: 1532-0634
Contributors: Yaser Jararweh; Mohammed A. Shehab; Qussai Yaseen; Mahmoud Al‐Ayyoub
Source: Self-asserted source
Mohammed A. Shehab

Parallel implementation for 3D medical volume fuzzy segmentation

Pattern Recognition Letters
2020-02 | Journal article
Part of ISSN: 0167-8655
Contributors: shadi alzubi; Mohammed Shehab; Mahmoud Al-Ayyoub; Yaser Jararweh; Brij Gupta
Source: Self-asserted source
Mohammed A. Shehab

Toward a new approach for sorting extremely large data files in the big data era

Cluster Computing
2019-09 | Journal article
Part of ISSN: 1386-7857
Part of ISSN: 1573-7543
Contributors: Ali Shatnawi; Yathrip AlZahouri; Mohammed A. Shehab; Yaser Jararweh; Mahmoud Al-Ayyoub
Source: Self-asserted source
Mohammed A. Shehab

Accelerating 3D medical volume segmentation using GPUs

Multimedia Tools and Applications
2018-02 | Journal article
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Contributors: Mahmoud Al-Ayyoub; Shadi AlZu’bi; Yaser Jararweh; Mohammed A. Shehab; Brij B. Gupta
Source: Self-asserted source
Mohammed A. Shehab

Enhanced 3D segmentation techniques for reconstructed 3D medical volumes: Robust and Accurate Intelligent System

Procedia Computer Science
2017 | Journal article
Part of ISSN: 1877-0509
Contributors: Shadi Al-Zu’bi; Mahmoud Al-Ayyoub; Yaser Jararweh; Mohammed A. Shehab
Source: Self-asserted source
Mohammed A. Shehab

Accelerating compute-intensive image segmentation algorithms using GPUs

The Journal of Supercomputing
2017-05 | Journal article
Part of ISSN: 0920-8542
Part of ISSN: 1573-0484
Contributors: Mohammed Shehab; Mahmoud Al-Ayyoub; Yaser Jararweh; Moath Jarrah
Source: Self-asserted source
Mohammed A. Shehab

A hybrid CPU-GPU implementation to accelerate multiple pairwise protein sequence alignment

2017 8th International Conference on Information and Communication Systems (ICICS)
2017-04 | Conference paper
Contributors: Mohammed A. Shehab; Abdullah A. Ghadawi; Luay Alawneh; Mahmoud Al-Ayyoub; Yaser Jararweh
Source: Self-asserted source
Mohammed A. Shehab

Accelerating Levenshtein and Damerau edit distance algorithms using GPU with unified memory

2017 8th International Conference on Information and Communication Systems (ICICS)
2017-04 | Conference paper
Contributors: Khaled Balhaf; Mohammad A. Alsmirat; Mahmoud Al-Ayyoub; Yaser Jararweh; Mohammed A. Shehab
Source: Self-asserted source
Mohammed A. Shehab

Accelerating compute intensive medical imaging segmentation algorithms using hybrid CPU-GPU implementations

Multimedia Tools and Applications
2017-02 | Journal article
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Contributors: Mohammad Alsmirat; Yaser Jararweh; Mahmoud Al-Ayyoub; Mohammed A. Shehab; Brij B. Gupta
Source: Self-asserted source
Mohammed A. Shehab

Using the Panama Papers to explore the financial networks of the Middle East

2016 11th International Conference for Internet Technology and Secured Transactions (ICITST)
2016-12 | Conference paper
Contributors: Abdullateef Rabab'ah; Mahmoud Al-Ayyoub; Mohammed A. Shehab; Yaser Jararweh; Bernard J. Jansen
Source: Self-asserted source
Mohammed A. Shehab

Exploiting GPUs to accelerate clustering algorithms

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)
2016-11 | Conference paper
Contributors: Mahmoud Al-Ayyoub; Qussai Yaseen; Moahmmed A. Shehab; Yaser Jararweh; Firas Albalas; Elhadj Benkhelifa
Source: Self-asserted source
Mohammed A. Shehab

Parallel implementation of FCM-based volume segmentation of 3D images

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)
2016-11 | Conference paper
Contributors: Shadi AlZu'bi; Moahmmed A. Shehab; Mahmoud Al-Ayyoub; Elhadj Benkhelifa; Yaser Jararweh
Source: Self-asserted source
Mohammed A. Shehab

A lexicon based approach for classifying Arabic multi-labeled text

International Journal of Web Information Systems
2016-11-07 | Journal article
Part of ISSN: 1744-0084
Contributors: Ismail Hmeidi; Mahmoud Al-Ayyoub; Nizar A. Mahyoub; Mohammed A. Shehab
Source: Self-asserted source
Mohammed A. Shehab

A supervised approach for multi-label classification of Arabic news articles

2016 7th International Conference on Computer Science and Information Technology (CSIT)
2016-07 | Conference paper
Contributors: Mohammed A. Shehab; Omar Badarneh; Mahmoud Al-Ayyoub; Yaser Jararweh
Source: Self-asserted source
Mohammed A. Shehab

Using GPUs to speed-up FCM-based community detection in Social Networks

2016 7th International Conference on Computer Science and Information Technology (CSIT)
2016-07 | Conference paper
Contributors: Mohammed Alandoli; Mohammed Shehab; Mahmoud Al-Ayyoub; Yaser Jararweh; Mohammad Al-Smadi
Source: Self-asserted source
Mohammed A. Shehab

Using GPUs to speed-up Levenshtein edit distance computation

2016 7th International Conference on Information and Communication Systems (ICICS)
2016-04 | Conference paper
Contributors: Khaled Balhaf; Mohammed A. Shehab; Wala'a T. Al-Sarayrah; Mahmoud Al-Ayyoub; Mohammed Al-Saleh; Yaser Jararweh
Source: Self-asserted source
Mohammed A. Shehab

Accelerating Needleman-Wunsch global alignment algorithm with GPUs

2015 IEEE/ACS 12th International Conference of Computer Systems and Applications (AICCSA)
2015-11 | Conference paper
Contributors: Maged Fakirah; Mohammed A. Shehab; Yaser Jararweh; Mahmoud Al-Ayyoub
Source: Self-asserted source
Mohammed A. Shehab
grade
Preferred source (of 2)‎

Emotion analysis of Arabic articles and its impact on identifying the author's gender

2015 IEEE/ACS 12th International Conference of Computer Systems and Applications (AICCSA)
2015-11 | Conference paper
Contributors: Kholoud Alsmearat; Mohammed Shehab; Mahmoud Al-Ayyoub; Riyad Al-Shalabi; Ghassan Kanaan
Source: Self-asserted source
Mohammed A. Shehab

Improving FCM and T2FCM algorithms performance using GPUs for medical images segmentation

2015 6th International Conference on Information and Communication Systems (ICICS)
2015-04 | Conference paper
Contributors: Mohammed A. Shehab; Mahmoud Al-Ayyoub; Yaser Jararweh
Source: Self-asserted source
Mohammed A. Shehab

Scalable multi-label Arabic text classification

2015 6th International Conference on Information and Communication Systems (ICICS)
2015-04 | Conference paper
Contributors: Nizar A. Ahmed; Mohammed A. Shehab; Mahmoud Al-Ayyoub; Ismail Hmeidi
Source: Self-asserted source
Mohammed A. Shehab

An Accumulated Cognitive Approach to Measure Software Complexity

Journal of Advances in Information Technology
2015-02-01 | Journal article
Part of ISSN: 1798-2340
Source: Self-asserted source
Mohammed A. Shehab

Towards Improving the Lexicon-Based Approach for Arabic Sentiment Analysis

International Journal of Information Technology and Web Engineering
2014-07-01 | Journal article
Part of ISSN: 1554-1045
Part of ISSN: 1554-1053
Contributors: Nawaf A. Abdulla; Nizar A. Ahmed; Mohammed A. Shehab; Mahmoud Al-Ayyoub; Mohammed N. Al-Kabi; Saleh Al-rifai
Source: Self-asserted source
Mohammed A. Shehab

Arabic sentiment analysis: Lexicon-based and corpus-based

2013 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT)
2013-12 | Conference paper
Contributors: Nawaf A. Abdulla; Nizar A. Ahmed; Mohammed A. Shehab; Mahmoud Al-Ayyoub
Source: Self-asserted source
Mohammed A. Shehab

Peer review (2 reviews for 2 publications/grants)

Review activity for Pattern recognition. (1)
Review activity for The Journal of systems and software. (1)