PSU Faculty Profiles


Eng. Mohamed AbdulMalik

Dr. Lahouari Ghouti

Associate Professor

Computer and Information Sciences - Computer Science - CCIS


College of Computer and Information Sciences 8919 lghouti@psu.edu.sa

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

IS446

Knowledge Discovery & Data Mining

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

INTERESTS

Artificial Intelligence