D-Index & Metrics Best Publications

Marouane Kessentini

University of Michigan–Ann Arbor
United States

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name Citations Publications World Ranking National Ranking

Computer Science D-index 34 Citations 3,897 158 World Ranking 8246 National Ranking 3814

Overview

What is he best known for?

The fields of study he is best known for:

Software
Software engineering
Artificial intelligence

His primary areas of investigation include Search-based software engineering, Code refactoring, Software quality, Software maintenance and Software system. His Search-based software engineering study combines topics in areas such as Software engineering, Data mining and Code smell. His Software engineering research is multidisciplinary, relying on both Software development and Software construction.

His Code refactoring research includes themes of Model transformation and Theoretical computer science. Marouane Kessentini has researched Software maintenance in several fields, including Genetic algorithm, Genetic programming and Source code. His Software system course of study focuses on Software design and Spaghetti code, Software visualization and Software verification.

His most cited work include:

Many-Objective Software Remodularization Using NSGA-III (124 citations)
Maintainability defects detection and correction: a multi-objective approach (102 citations)
Design Defects Detection and Correction by Example (84 citations)

What are the main themes of his work throughout his whole career to date?

His primary areas of study are Software engineering, Code refactoring, Search-based software engineering, Data mining and Software system. His Software engineering study combines topics from a wide range of disciplines, such as Software, Documentation, Service and Web service. His Code refactoring research integrates issues from Multi-objective optimization, Software maintenance, Software quality and Software design.

His Software maintenance research is multidisciplinary, incorporating elements of Genetic programming, Code and Source code. His work carried out in the field of Search-based software engineering brings together such families of science as Machine learning, Artificial intelligence and Code smell. The concepts of his Data mining study are interwoven with issues in Genetic algorithm, Model transformation, Set and Robustness.

He most often published in these fields:

Software engineering (43.06%)
Code refactoring (43.06%)
Search-based software engineering (38.19%)

What were the highlights of his more recent work (between 2019-2021)?

Software engineering (43.06%)
Code refactoring (43.06%)
Software system (20.14%)

In recent papers he was focusing on the following fields of study:

Marouane Kessentini mostly deals with Software engineering, Code refactoring, Software system, Code and Interface. He works mostly in the field of Software engineering, limiting it down to topics relating to Search-based software engineering and, in certain cases, Software maintenance. The various areas that Marouane Kessentini examines in his Code refactoring study include Attack surface, Scalability and Software quality, Code smell.

His studies deal with areas such as Resilience, Software design, Data access and Reusability as well as Software system. His Code research includes elements of Programming language, Code review and Engineering management. The Interface study which covers Web service that intersects with Genetic algorithm, Source code and Evolutionary algorithm.

Between 2019 and 2021, his most popular works were:

Many-Objective Software Remodularization using NSGA-III (41 citations)
An Interactive and Dynamic Search-Based Approach to Software Refactoring Recommendations (18 citations)
Interactive Refactoring of Web Service Interfaces Using Computational Search (5 citations)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Many-Objective Software Remodularization Using NSGA-III

Wiem Mkaouer;Marouane Kessentini;Adnan Shaout;Patrice Koligheu.
ACM Transactions on Software Engineering and Methodology (2015)

227 Citations

Maintainability defects detection and correction: a multi-objective approach

Ali Ouni;Marouane Kessentini;Houari Sahraoui;Mounir Boukadoum.
automated software engineering (2013)

172 Citations

Design Defects Detection and Correction by Example

Marouane Kessentini;Wael Kessentini;Houari Sahraoui;Mounir Boukadoum.
international conference on program comprehension (2011)

138 Citations

Multi-Criteria Code Refactoring Using Search-Based Software Engineering: An Industrial Case Study

Ali Ouni;Marouane Kessentini;Houari Sahraoui;Katsuro Inoue.
ACM Transactions on Software Engineering and Methodology (2016)

126 Citations

Model Transformation as an Optimization Problem

Marouane Kessentini;Houari Sahraoui;Mounir Boukadoum.
model driven engineering languages and systems (2008)

122 Citations

A Cooperative Parallel Search-Based Software Engineering Approach for Code-Smells Detection

Wael Kessentini;Marouane Kessentini;Houari A. Sahraoui;Slim Bechikh.
IEEE Transactions on Software Engineering (2014)

116 Citations

Search-based model transformation by example

Marouane Kessentini;Houari Sahraoui;Mounir Boukadoum;Omar Ben Omar.
Software and Systems Modeling (2012)

105 Citations

Search-Based Web Service Antipatterns Detection

Ali Ouni;Marouane Kessentini;Katsuro Inoue;Mel O Cinneide.
IEEE Transactions on Services Computing (2017)

103 Citations

Recommendation system for software refactoring using innovization and interactive dynamic optimization

Mohamed Wiem Mkaouer;Marouane Kessentini;Slim Bechikh;Kalyanmoy Deb.
automated software engineering (2014)

98 Citations

High dimensional search-based software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGA-III

Mohamed Wiem Mkaouer;Marouane Kessentini;Slim Bechikh;Kalyanmoy Deb.
genetic and evolutionary computation conference (2014)

96 Citations

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Frequent Co-Authors

External Links

Personal Website for Marouane Kessentini