RECENT COURSES
SE480
SOFTWARE ANALYTICS
CS465
Machine Learning
CS102
Computer Programming II (Adv. Java)
SE423
Software Project Management
CS313
Introduction to Data Science
CS225
Software Engineering: Design & Dev
SE201
Introduction to Software Engineering
IS361
IS Project Management
CS285
Discrete Mathematics for Computing
IS446
Knowledge Discovery & Data Mining
CS223
COMPUTATIONAL LINEAR ALGEBRA
SEMESTER COURSES
CS465
Machine Learning
IS446
Knowledge Discovery & Data Mining
CS223
COMPUTATIONAL LINEAR ALGEBRA
EDUCATION
BACHELOR / 1992
Algerian Telecommunications Institute Oran , Algeria
MASTER / 1997
King Fahd University of Petroleum and Minerals Dhahran , Saudi Arabia
DOCTORATE / 2005
Queen's University of Belfast Belfast , Britain
EXPERIENCE
1997 - 2005
Dhahran
Lecturer
09/01/1997 - 09/30/2005 King Fahd University of Petroleum and Minerals Dhahran,Saudi Arabia
2005 - 2007
Belfast
EPSRC Research Fellow
10/03/2005 - 08/31/2007 Queen's University of Belfast Belfast,Britain
2007 - 2016
Dhahran
Assistant Professor
09/01/2007 - 05/16/2016 King Fahd University of Petroleum and Minerals Dhahran,Saudi Arabia
2016 - 2019
Dhahran
Associate Professor
05/17/2016 - 08/31/2019 King Fahd University of Petroleum and Minerals Dhahran,Saudi Arabia
2019 - 2020
Riyadh
Associate Professor
09/01/2019 - 08/31/2020 Prince Sultan University Riyadh,Saudi Arabia
PROFESSIONAL SOCIETY
IEEE
New York (USA)
PUBLICATIONS
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.
Journal of Software: Evolution and Process 2021-03-01,
Software smell detection techniques: A systematic literature review
2021-01-01
journal
Amjad AbuHassan AbuHassan A.,Mohammad Alshayeb Alshayeb M.,Lahouari Ghouti Ghouti L.
Journal of Software: Evolution and Process 2021-01-01,
Software refactoring side effects
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