Evaluation of Learning Systems: An Artificial Data-Based Approach. - Hakim Lounis; Gilles Bisson (EWSL, 1991)

Knowledge-Based Systems Verification: A Machine Learning-Based Approach. - Hakim Lounis (EUROVAV, 1993)

Integrating Machine-Learning Techniques in Knowledge-Based Systems Verification. - Hakim Lounis (ISMIS, 1993)

Applying Concept Formation Methods to Object Identification in Procedural Code. - Houari A. Sahraoui; Walcélio L. Melo; Hakim Lounis; F. Dumont (ASE, 1997)

Impact of Complexity on Reusability in OO Systems. - Yida Mao; Houari A. Sahraoui; Hakim Lounis (ECOOP Workshops, 1998)

An Investigation on the Use of Machine Learned Models for Estimating Correction Costs. - Mauricio Amaral de Almeida; Hakim Lounis; Walcélio L. Melo (ICSE, 1998)

Reusability Hypothesis Verification using Machine Learning Techniques: A Case Study. - Yida Mao; Houari A. Sahraoui; Hakim Lounis (ASE, 1998)

Vers un modèle de prédiction de la qualité du logiciel pour les systèmes à objets. - Hakim Lounis; Houari A. Sahraoui; Walcélio L. Melo (Obj. Logiciel Base données Réseaux, 1998)

Investigating Quality Factors in Object-Oriented Designs: An Industrial Case Study. - Lionel C. Briand; Jürgen Wüst; Stefan V. Ikonomovski; Hakim Lounis (ICSE, 1999)

Using Coupling Measurement for Impact Analysis in Object-Oriented Systems. - Lionel C. Briand; Jürgen Wüst; Hakim Lounis (ICSM, 1999)

Impact du couplage sur la réutilisabilité des classes : une étude de cas. - Houari A. Sahraoui; Hakim Lounis; Yida Mao (LMO, 1999)

A Concept Formation Based Approach to Object Identification in Procedural Code. - Houari A. Sahraoui; Hakim Lounis; Walcélio L. Melo; Hafedh Mili (Autom. Softw. Eng., 1999)

An Investigation on the Use of Machine Learned Models for Estimating Software Correctability. - Mauricio Amaral de Almeida; Hakim Lounis; Walcélio L. Melo (Int. J. Softw. Eng. Knowl. Eng., 1999)

Predicting class libraries interface evolution: an investigation into machine learning approaches. - Houari A. Sahraoui; Mounir Boukadoum; Hakim Lounis; Frédéric Ethève (APSEC, 2000)

Towards the Automatic Assessment of Evolvability for Reusable Class Libraries. - Houari A. Sahraoui; Hakim Lounis; Mounir Boukadoum; Frédéric Ethève (ASE, 2000)

Estimating Object-Relational Database Understandability Using Structural Metrics. - Coral Calero; Houari A. Sahraoui; Mario Piattini; Hakim Lounis (DEXA, 2001)

Replicated Case Studies for Investigating Quality Factors in Object-Oriented Designs. - Lionel C. Briand; Jürgen Wüst; Hakim Lounis (Empir. Softw. Eng., 2001)

The Optimal Class Size for Object-Oriented Software. - Khaled El Emam; Saïda Benlarbi; Nishith Goel; Walcélio L. Melo; Hakim Lounis; Shesh N. Rai (IEEE Trans. Software Eng., 2002)

Machine-Learning Techniques for Software Product Quality Assessment. - Hakim Lounis; Lynda Ait-Mehedine (QSIC, 2004)

Analyzing Change Impact in Object-Oriented Systems. - M. K. Abdi; Hakim Lounis; Houari A. Sahraoui (EUROMICRO-SEAA, 2006)

Concerned About Separation. - Hafedh Mili; Houari A. Sahraoui; Hakim Lounis; Hamid Mcheick; Amal Elkharraz (FASE, 2006)

Exploring an Open Source Data Mining Environment for Software Product Quality Decision Making. - Houria Yazid; Hakim Lounis (JCKBSE, 2006)

Reengineering a Rule-Based System towards a Planning System. - Kaddour Boukerche; Hakim Lounis (SEKE, 2006)

Vers une approche d'analyse de l'impact du changement dans un système à objets. - M. K. Abdi; Hakim Lounis; Houari A. Sahraoui; Maher K. Rahmouni (Obj. Logiciel Base données Réseaux, 2007)

Predicting Change Impact in Object-Oriented Applications with Bayesian Networks. - M. K. Abdi; Hakim Lounis; Houari A. Sahraoui (COMPSAC (1), 2009)

A Probabilistic Approach for Change Impact Prediction in Object-Oriented Systems. - M. K. Abdi; Hakim Lounis; Houari A. Sahraoui (AIAI (Workshops), 2009)

Analyse et prédiction de l'impact de changements dans un système à objets : Approche probabiliste. - M. K. Abdi; Hakim Lounis; Houari A. Sahraoui (LMO, 2009)

Predicting Maintainability expressed as Change Impact: A Machine-learning-based Approach. - Hakim Lounis; M. K. Abdi; Houari A. Sahraoui (SEKE, 2009)

Towards an integrated e-mail forensic analysis framework. - Rachid Hadjidj; Mourad Debbabi; Hakim Lounis; Farkhund Iqbal; Adam Szporer; Djamel Benredjem (Digit. Investig., 2009)

Self-Healing Data Exchange Process under Evolving Schemas: A New Mapping Adaptation Approach Based on Self-Optimization. - Hicham Assoudi; Hakim Lounis (HASE, 2011)

Machine-Learning Models for Software Quality: A Compromise between Performance and Intelligibility. - Hakim Lounis; Tamer Fares Gayed; Mounir Boukadoum (ICTAI, 2011)

Using Efficient Machine-Learning Models to Assess Two Important Quality Factors: Maintainability and Reusability. - Hakim Lounis; Tamer Fares Gayed; Mounir Boukadoum (IWSM/Mensura, 2011)

Computer Forensics: Toward the Construction of Electronic Chain of Custody on the Semantic Web. - Tamer Fares Gayed; Hakim Lounis; Moncef Bari (SEKE, 2012)

Representing Chains of Custody Along a Forensic Process: A Case Study on Kruse Model. - Tamer Fares Gayed; Hakim Lounis; Moncef Bari (SEKE, 2013)

Towards an Agent-Based Simulation Model for Schema Matching. - Hicham Assoudi; Hakim Lounis (SASO, 2014)

A Multi-Agent-Based Approach for Autonomic Data Exchange Processes. - Hicham Assoudi; Hakim Lounis (SEKE, 2014)

Agent-based Stochastic Simulation of Schema Matching. - Hicham Assoudi; Hakim Lounis (SEKE, 2014)

Creating Proprietary Terms Using Lightweight Ontology: A Case Study on Acquisition Phase in a Cyber Forensic Process. - Tamer Fares Gayed; Hakim Lounis; Moncef Bari (SEKE, 2014)

Coping with Uncertainty in Schema Matching: Bayesian Networks and Agent-Based Modeling Approach. - Hicham Assoudi; Hakim Lounis (MCETECH, 2015)

Schema Matching as complex adaptive system. - Hicham Assoudi; Hakim Lounis (SITA, 2015)

Semi-supervised learning and social media text analysis towards multi-labeling categorization. - Belainine Billal; Alexsandro Fonseca; Fatiha Sadat; Hakim Lounis (IEEE BigData, 2017)

Reflex-SMAS, a Complex Adaptive System: An Empirical Evaluation. - Hicham Assoudi; Hakim Lounis (MCETECH, 2017)

Modelling a Conversational Agent with Complex Emotional Intelligence. - Billal Belainine; Fatiha Sadat; Hakim Lounis (AAAI, 2020)

Complex Emotional Intelligence Learning Using Deep Neural Networks (Student Abstract). - Belainine Billal; Fatiha Sadat; Hakim Lounis (AAAI, 2020)

Case-Base Maintenance: An Approach Based on Active Semi-Supervised Learning. - Asma Chebli; Akila Djebbar; Hayet Farida Merouani; Hakim Lounis (Int. J. Pattern Recognit. Artif. Intell., 2021)

KDA-Based WKNN-SVM Method for Activity Recognition System From Smartphone Data. - Ihssene Menhour; M'hamed Bilal Abidine; Belkacem Fergani; Hakim Lounis (Int. J. Softw. Innov., 2021)

Implementing Systemic Thinking for Automatic Schema Matching: An Agent-Based Modeling Approach. - Hicham Assoudi; Hakim Lounis (CoRR, 2025)