Recent Courses

CS465

Machine Learning

SE201

Introduction to SOFTWARE ENGINEERING

SE480

SOFTWARE ANALYTICS

CS313

Introduction to Data Science

CS102

Computer Programming II (Adv. Java)

IS361

IS Project Management

CS223

Computational Linear Algebra

CS285

Discrete Mathematics for Computing

IS446

Knowledge DISCOVERY & DATA MINING

SE423

SOFTWARE Engineering Project Management

CS225

Software Engineering: Design & Dev

Semester Courses

No Data Exists.

Education

  • B

    BACHELOR / 1992

    Algerian Telecommunications Institute

    Oran , Algeria

  • M

    MASTER / 1997

    King Fahd University of Petroleum and Minerals

    Dhahran , Saudi Arabia

  • D

    DOCTORATE / 2005

    Queen's University of Belfast

    Belfast , Britain

Experience

  • 1997 - 2005

    DHAHRAN

    Lecturer

    9/1/1997 - 9/30/2005

    King Fahd University of Petroleum and Minerals

    Dhahran,Saudi Arabia

  • 2005 - 2007

    BELFAST

    EPSRC Research Fellow

    10/3/2005 - 8/31/2007

    Queen's University of Belfast

    Belfast,Britain

  • 2007 - 2016

    DHAHRAN

    Assistant Professor

    9/1/2007 - 5/16/2016

    King Fahd University of Petroleum and Minerals

    Dhahran,Saudi Arabia

  • 2016 - 2019

    DHAHRAN

    Associate Professor

    5/17/2016 - 8/31/2019

    King Fahd University of Petroleum and Minerals

    Dhahran,Saudi Arabia

  • 2019 - 2020

    RIYADH

    Associate Professor

    9/1/2019 - 8/31/2020

    Prince Sultan University

    Riyadh,Saudi Arabia

Professional Society

  • New York (USA)

    IEEE

Publications

  • 2024-01-01

    conference

    Yasser Alhabashi Alhabashi Y. ,Abdullah I. Alharbi Alharbi A.I. ,Samar Ahmed Ahmed S. ,Serry Sibaee Sibaee S. ,Omer Nacar Nacar O. ,Lahouari Ghouti Ghouti L. ,Anis Koubaa Koubaa A.

    ArabicNLP 2024 - 2nd Arabic Natural Language Processing Conference, Proceedings of the Conference 2024-01-01

    ASOS at ArAIEval Shared Task: Integrating Text and Image Embeddings for Multimodal Propaganda Detection in Arabic Memes

  • 2024-01-01

    conference

    Omer Nacar Nacar O. ,Serry Sibaee Sibaee S. ,Abdullah I. Alharbi Alharbi A.I. ,Lahouari Ghouti Ghouti L. ,Anis Koubaa Koubaa A.

    ArabicNLP 2024 - 2nd Arabic Natural Language Processing Conference, Proceedings of the Conference 2024-01-01

    ASOS at NADI 2024 shared task: Bridging Dialectness Estimation and MSA Machine Translation for Arabic Language Enhancement

  • 2024-01-01

    conference

    Serry Sibaee Sibaee S. ,Samar Ahmed Ahmed S. ,Omer Nacar Nacar O. ,Abdullah I. Alharbi Alharbi A.I. ,Lahouri Ghouti Ghouti L. ,Anis Kouba Kouba A.

    6th Workshop on Open-Source Arabic Corpora and Processing Tools, OSACT 2024 with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation at LREC-COLING 2024 - Workshop Proceedings 2024-01-01

    ASOS at Arabic LLMs Hallucinations 2024: Can LLMs detect their Hallucinations:)

  • 2024-01-01

    conference

    Omer Nacar Nacar O. ,Serry Sibaee Sibaee S. ,Samar Ahmed Ahmed S. ,Abdullah I. Alharbi Alharbi A.I. ,Lahouri Ghouti Ghouti L. ,Anis Koubaa Koubaa A.

    6th Workshop on Open-Source Arabic Corpora and Processing Tools, OSACT 2024 with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation at LREC-COLING 2024 - Workshop Proceedings 2024-01-01

    ASOS at OSACT6 Shared Task: Investigation of Data Augmentation in Arabic Dialect-MSA Translation

  • 2024-01-01

    conference

    Alhashem Alhashem M. , Lastra Lastra R. , Ahmed Ahmed M. , Ghouti Ghouti L.

    International Petroleum Technology Conference, IPTC 2024 2024-01-01

    Evaluation of Machine Learning Techniques for ESP Diagnosis Using a Synthetic Time Series Dataset

  • 2024-01-01

    journal

    Amjad AbuHassan AbuHassan A. ,Mohammad Alshayeb Alshayeb M. ,Lahouari Ghouti Ghouti L.

    Evolution and Process 2024-01-01

    Software refactoring side effects

  • 2023-11-01

    journal

    Anis Koubaa Koubaa A. ,Basit Qureshi Qureshi B. ,Adel Ammar Ammar A. ,Zahid Khan Khan Z. ,Wadii Boulila Boulila W. ,Lahouari Ghouti Ghouti L.

    Heliyon 2023-11-01

    Humans are still better than ChatGPT: Case of the IEEEXtreme competition

  • 2023-04-01

    journal

    Anis Koubaa Koubaa A. ,Adel Ammar Ammar A. ,Mohamed Abdelkader Abdelkader M. ,Yasser Alhabashi Alhabashi Y. ,Lahouari Ghouti Ghouti L.

    Remote Sensing 2023-04-01

    AERO: AI-Enabled Remote Sensing Observation with Onboard Edge Computing in UAVs

  • 2023-01-01

    journal

    Anis Koubaa Koubaa A. ,Wadii Boulila Boulila W. ,Lahouari Ghouti Ghouti L. ,Ayyub Alzahem Alzahem A. ,Shahid Latif Latif S.

    IEEE Access 2023-01-01

    Exploring ChatGPT Capabilities and Limitations: A Survey

  • 2022-11-01

    journal

    Mohammed Alqmase Alqmase M. ,Mohammad Alshayeb Alshayeb M. ,Lahouari Ghouti Ghouti L.

    Automated Software Engineering 2022-11-01

    Quality assessment framework to rank software projects

  • 2022-06-01

    journal

    Amjad AbuHassan AbuHassan A. ,Mohammad Alshayeb Alshayeb M. ,Lahouari Ghouti Ghouti L.

    International Journal of Fuzzy Systems 2022-06-01

    Detection of Design Smells Using Adaptive Neuro-Fuzzy Approaches

  • 2022-06-01

    journal

    Amjad AbuHassan AbuHassan A. ,Mohammad Alshayeb Alshayeb M. ,Lahouari Ghouti Ghouti L.

    Information and Software Technology 2022-06-01

    Prioritization of model smell refactoring using a covariance matrix-based adaptive evolution algorithm

  • 2021-03-01

    other

    Amjad AbuHassan AbuHassan A. ,Mohammad Alshayeb Alshayeb M. ,Lahouari Ghouti Ghouti L.

    Evolution and Process 2021-03-01

    Software smell detection techniques: A systematic literature review

  • 2020-07-01

    journal

    Lahouari Ghouti Ghouti L. ,Muhammad Imam Imam M.

    IET Information Security 2020-07-01

    Malware classification using compact image features and multiclass support vector machines

  • 2020-03-01

    conference

    Mamdouh Alenezi Alenezi M. ,Basit Qureshi Qureshi B. ,Lahouari Ghouti Ghouti L.

    Proceedings - 2020 6th Conference on Data Science and Machine Learning Applications, CDMA 2020 2020-03-01

    Welcome from the CDMA 2020 Chairs

  • 2020-03-01

    journal

    Zaid Alyafeai Alyafeai Z. ,Lahouari Ghouti Ghouti L.

    Expert Systems with Applications 2020-03-01

    A fully-automated deep learning pipeline for cervical cancer classification

  • 2019-12-01

    journal

    Ebrahim Al-wajih Al-wajih E. ,Lahouari Ghouti Ghouti L.

    Evolutionary Intelligence 2019-12-01

    Gender recognition using four statistical feature techniques: a comparative study of performance

  • 2019-09-01

    journal

    Mohammed Alqmase Alqmase M. ,Mohammad Alshayeb Alshayeb M. ,Lahouari Ghouti Ghouti L.

    Journal of Computer Science and Technology 2019-09-01

    Threshold Extraction Framework for Software Metrics

  • 2019-04-01

    journal

    Lahouari Ghouti Ghouti L.

    Arabian Journal for Science and Engineering 2019-04-01

    Estimation of Data Hiding Capacities in Spatio-Chromatic Fourier Transform (SCFT) Representations of Color Images

  • 2019-01-01

    conference

    Anas M. Albaghajati Albaghajati A.M. ,Lahouari Ghouti Ghouti L.

    ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning 2019-01-01

    On the speedup of deep reinforcement learning deep Q-networks (RL-DQNs)

  • 2018-08-27

    conference

    Alhelou Alhelou M. , Deriche Deriche M. , Ghouti Ghouti L.

    2017 9th IEEE-GCC Conference and Exhibition, GCCCE 2017 2018-08-27

    Breast density classification using a bag of features and an SVM classifier

  • 2018-08-01

    journal

    Lahouari Ghouti Ghouti L.

    Multimedia Tools and Applications 2018-08-01

    Robust perceptual color image hashing using randomized hypercomplex matrix factorizations

  • 2018-03-01

    journal

    Lahouari Ghouti Ghouti L.

    Multimedia Tools and Applications 2018-03-01

    A new perceptual video fingerprinting system

  • 2017-01-30

    journal

    Lahouari Ghouti Ghouti L.

    KSII Transactions on Internet and Information Systems 2017-01-30

    A perceptually-adaptive high-capacity color image watermarking system

  • 2016-08-01

    journal

    Lahouari Ghouti Ghouti L.

    Simulation Modelling Practice and Theory 2016-08-01

    Mobility prediction in mobile ad hoc networks using neural learning machines

  • 2016-03-01

    journal

    Lahouari Ghouti Ghouti L.

    Arabian Journal for Science and Engineering 2016-03-01

    A New Kernel-Based Classification Algorithm for Multi-label Datasets

  • 2016-01-01

    conference

    Muhammed Z. Ayar Ayar M.Z. ,Adel F. Ahmed Ahmed A.F. ,Ahmet Z. Sahin Sahin A.Z. ,Lahouari Ghouti Ghouti L. ,Bekir S. Yilbas Yilbas B.S.

    International Journal of Exergy 2016-01-01

    Thermal configuration of a two-dimensional disc using the constructal law

  • 2015-04-03

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A. ,Mohammad K. Ibrahim Ibrahim M.K.

    European Signal Processing Conference 2015-04-03

    Edge-preserving wavelet-based multisensor image fusion approach

  • 2015-04-03

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A. ,Mohammad K. Ibrahim Ibrahim M.K.

    European Signal Processing Conference 2015-04-03

    Improved image fusion using balanced multiwavelets

  • 2015-02-01

    journal

    Issam H. Laradji Laradji I.H. ,Mohammad Alshayeb Alshayeb M. ,Lahouari Ghouti Ghouti L.

    Information and Software Technology 2015-02-01

    Software defect prediction using ensemble learning on selected features

  • 2015-01-01

    journal

    Alawi A. Al-Saggaf Al-Saggaf A.A. ,Lahouari Ghouti Ghouti L.

    IET Information Security 2015-01-01

    Efficient abuse-free fair contract-signing protocol based on an ordinary crisp commitment scheme

  • 2014-03-28

    conference

    Issam H. Laradji Laradji I.H. ,Mohammed Salahadin Salahadin M. ,Lahouari Ghouti Ghouti L.

    Proceedings of the 2014 ACM Southeast Regional Conference, ACM SE 2014 2014-03-28

    XML classification using ensemble learning on extracted features

  • 2014-01-01

    conference

    Lahouari Ghouti Ghouti L.

    22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings 2014-01-01

    Mobility prediction using fully-complex extreme learning machines

  • 2014-01-01

    conference

    Lahouari Ghouti Ghouti L. ,Abdullah H. Owaidh Owaidh A.H.

    22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings 2014-01-01

    NMF-density: NMF-based breast density classifier

  • 2014-01-01

    conference

    Issam H. Laradji Laradji I.H. ,Lahouari Ghouti Ghouti L. ,Faisal Saleh Saleh F. ,Musab A. Alturki Alturki M.A.

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2014-01-01

    Sparse single-hidden layer feedforward network for mapping natural language questions to sql queries

  • 2014-01-01

    conference

    Lahouari Ghouti Ghouti L.

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2014-01-01

    Robust perceptual color image hashing using quaternion singular value decomposition

  • 2013-01-01

    conference

    Issam H. Laradji Laradji I.H. ,Lahouari Ghouti Ghouti L. ,El-Hebri Khiari Khiari E.-H.

    2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings 2013-01-01

    Perceptual hashing of color images using hypercomplex representations

  • 2013-01-01

    conference

    Tarek Sheltami Sheltami T. ,Abdul Jabbar Siddiqui Siddiqui A.J. ,Hamza Ijaz Abbasi Abbasi H.I. ,Uthman Baroudi Baroudi U. ,Lahouari Ghouti Ghouti L.

    Procedia Computer Science 2013-01-01

    Implementation of Rank Based Sleep Scheduling (RBSS) protocol for WSNs in a fixed grid topology

  • 2013-01-01

    conference

    Lahouari Ghouti Ghouti L. ,Tarek R. Sheltami Sheltami T.R. ,Khaled S. Alutaibi Alutaibi K.S.

    Procedia Computer Science 2013-01-01

    Mobility prediction in mobile Ad Hoc networks using extreme learning machines

  • 2012-10-15

    conference

    Lahouari Ghouti Ghouti L. ,Mohamed A. Landolsi Landolsi M.A.

    2012 International Conference on Computer and Communication Engineering, ICCCE 2012 2012-10-15

    Robust color image watermarking using the Spatio-Chromatic Fourier Transform and semi-random LDPC codes

  • 2012-09-03

    conference

    Ghouti Ghouti L. , Andalusi Andalusi A.M.

    IET Conference Publications 2012-09-03

    High-capacity colour image watermarking using multi-dimensional Fourier transforms and semi-random LDPC codes

  • 2012-01-01

    conference

    Alawi A. Al-Saggaf Al-Saggaf A.A. ,Lahouari Ghouti Ghouti L. ,Haridas S. Acharya Acharya H.S.

    WIAR 2012 - National Workshop on Information Assurance Research, Proceedings 2012-01-01

    Biometric cryptosystem with renewable templates

  • 2011-12-01

    conference

    Hamdi A. Al-Jamimi Al-Jamimi H.A. ,Lahouari Ghouti Ghouti L.

    2011 5th Malaysian Conference in Software Engineering, MySEC 2011 2011-12-01

    Efficient prediction of software fault proneness modules using support vector machines and probabilistic neural networks

  • 2011-01-01

    conference

    Emad S. Jaha Jaha E.S. ,Lahouari Ghouti Ghouti L.

    4th International Conference on Imaging for Crime Detection and Prevention 2011, ICDP 2011 2011-01-01

    Color face recognition using quaternion PCA

  • 2010-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Saeed Al-Bukhitan Al-Bukhitan S.

    Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010 2010-12-01

    Hybrid soft computing for PVT properties prediction

  • 2010-06-01

    journal

    Adnan A. Gutub Gutub A.A. ,Lahouari M. Ghouti Ghouti L.M. ,Yousef S. Elarian Elarian Y.S. ,Sameh M. Awaideh Awaideh S.M. ,Aleem K. Alvi Alvi A.K.

    Kuwait Journal of Science and Engineering 2010-06-01

    Utilizing diacritic marks for Arabic text steganography

  • 2009-12-01

    conference

    Faisal Faisal K. , Olatunji Olatunji S.O. , Ghouti Ghouti L.

    Proceedings of the 2009 International Conference on Artificial Intelligence, ICAI 2009 2009-12-01

    Classification of premium and regular gasoline using Support Vector Machines as novel approach for arson and fuel spill investigation

  • 2009-12-01

    conference

    Ahmed A. Bahjat Bahjat A.A. ,Lahouari Ghouti Ghouti L.

    IET Seminar Digest 2009-12-01

    Quality based iris recognition

  • 2009-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed A. Bahjat Bahjat A.A.

    IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2009 2009-12-01

    Iris fusion for multibiometric systems

  • 2009-12-01

    conference

    Fahad S. Al-Qadda Al-Qadda F.S. ,Lahouari Ghouti Ghouti L.

    2009 International Symposium on Bio-inspired, Learning, and Intelligent Systems for Security, BLISS 2009 2009-12-01

    Color texture retrieval using hypercomplex wavelets

  • 2009-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Fares S. Al-Qunaieer Al-Qunaieer F.S.

    2009 International Symposium on Bio-inspired, Learning, and Intelligent Systems for Security, BLISS 2009 2009-12-01

    Color iris recognition using quaternion phase correlation

  • 2009-12-01

    conference

    Fares S. Al-Qunaieer Al-Qunaieer F.S. ,Lahouari Ghouti Ghouti L.

    2009 International Symposium on Bio-inspired, Learning, and Intelligent Systems for Security, BLISS 2009 2009-12-01

    Color iris recognition using hypercomplex gabor wavelets

  • 2007-12-01

    conference

    Adnan Abdul-Aziz Gutub Gutub A.A.-A. ,Lahouari Ghouti Ghouti L. ,Alaaeldin A. Amin Amin A.A. ,Talal M. Alkharobi Alkharobi T.M. ,K. Ibrahim Mohammad Mohammad K.I.

    SECRYPT 2007 - International Conference on Security and Cryptography, Proceedings 2007-12-01

    Utilizing extension character 'kashida' with pointed letters for arabic text digital watermarking

  • 2006-12-22

    conference

    Walid R. Boukabou Boukabou W.R. ,Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A.

    Proceedings - First NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2006 2006-12-22

    Face recognition using a gabor filter bank approach

  • 2006-12-22

    conference

    Lin Yuan Yuan L. ,Gang Qu Qu G. ,Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A.

    Proceedings - First NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2006 2006-12-22

    VLSI design IP protection: Solutions, new challenges, and opportunities

  • 2006-12-22

    conference

    Khalil Zebbiche Zebbiche K. ,Lahouari Ghouti Ghouti L. ,Fouad Khelifi Khelifi F. ,Ahmed Bouridane Bouridane A.

    Proceedings - First NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2006 2006-12-22

    Protecting fingerprint data using watermarking

  • 2006-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A.

    European Signal Processing Conference 2006-12-01

    A fingerprinting system for musical content

  • 2006-12-01

    conference

    Ghouti Ghouti L. , Bouridane Bouridane A.

    European Signal Processing Conference 2006-12-01

    Data hiding in fingerprint images

  • 2006-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A.

    Proceedings - International Conference on Image Processing, ICIP 2006-12-01

    Towards a universal multiresolution-based perceptual model

  • 2006-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A. ,Mohammad K. Ibrahim Ibrahim M.K.

    2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings 2006-12-01

    A fingerprinting system for musical content

  • 2006-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A.

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2006-12-01

    A robust perceptual audio hashing using balanced multiwavelets

  • 2006-04-01

    journal

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A. ,Mohammed K. Ibrahim Ibrahim M.K. ,Said Boussakta Boussakta S.

    IEEE Transactions on Signal Processing 2006-04-01

    Digital image watermarking using balanced multiwavelets

  • 2005-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A.

    13th European Signal Processing Conference, EUSIPCO 2005 2005-12-01

    A just-noticeable distortion (JND) profile for balanced multiwavelets

  • 2005-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A. ,Mohammad K. Ibrahim Ibrahim M.K.

    Proceedings - IEEE International Symposium on Circuits and Systems 2005-12-01

    Image compression using texture modeling

  • 2005-12-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A. ,Said Boussakta Boussakta S.

    Proceedings - International Conference on Image Processing, ICIP 2005-12-01

    High capacity watermarking using balanced multiwavelet transforms

  • 2005-01-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A.

    Proceedings - International Conference on Image Processing, ICIP 2005-01-01

    Two-step variance-adaptive image denoising

  • 2005-01-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A.

    IEE Conference Publication 2005-01-01

    Image denoising using balanced multiwavelets and scale mixtures of Gaussians

  • 2005-01-01

    conference

    Lahouari Ghouti Ghouti L. ,Ahmed Bouridane Bouridane A.

    IEE Conference Publication 2005-01-01

    Data-hiding capacity estimates for unbalanced and balanced multiwavelets

  • 2004-01-01

    journal

    Al-Bedoor Al-Bedoor B.O. , Al-Nassar Al-Nassar Y. , Ghouti Ghouti L. , Adewusi Adewusi S.A. , Abdlsamad Abdlsamad M.

    Arabian Journal for Science and Engineering 2004-01-01

    Shaft lateral and torsional vibration responses to blade(s) random vibration excitation

  • 1999-01-01

    journal

    Ghouti Ghouti Lahouari , Chen Chen Chi Hau

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 1999-01-01

    Deconvolution of ultrasonic nondestructive evaluation signals using higher-order statistics

  • 1997-01-01

    journal

    Ahmed Yamani Yamani A. ,Maamar Bettayeb Bettayeb M. ,Lahouari Ghouti Ghouti L.

    Ultrasonics 1997-01-01

    High-order spectra-based deconvolution of ultrasonic NDT signals for defect identification

  • 1997-01-01

    conference

    Yamani Yamani Ahmed , Bettayeb Bettayeb Maamar , Ghouti Ghouti Lahouari

    IEEE Signal Processing Workshop on Higher-Order Statistics, Proceedings 1997-01-01

    Higher-order statistics-based deconvolution of ultrasonic nondestructive testing signals

INTERESTS

  • Artificial Intelligence

  • Computer Vision

  • Deep Learning

  • Machine Learning