4 citations · 20 across the 12 of their papers we have counts for
13 papers
Public Machine Learning Solver Framework for Novices in the Machine Learning Domain
Lokman Saleh, Hafedh Mili, Mounir Boukadoum
Solving machine learning problems is complex and typically reserved for experts. Over the past two decades, systems have emerged to support non-experts. Based on our review, we ide…
Two Integration Pathways in Human-Centered Requirements Engineering: A Systematic Mapping Study of Structural Gaps
Imen Benzarti, Ikram Darif, Abderrahmane Leshob +2
Human-centered Requirements Engineering (HC-RE) integrates user cognition, emotions, and social interactions into the RE process through contributions from disciplines such as psyc…
From Business Problems to AI Solutions: Where Does Transformation Support Fail
Abir Trabelsi, Imen Benzarti, Hafedh Mili +1
Translating business problems into well-specified machine learning solutions is a prerequisite for successful AI systems, yet this upstream translation is still one of the least su…
Matching Problems to Solutions: An Explainable Way of Solving Machine Learning Problems
Lokman Saleh, Hafedh Mili, Mounir Boukadoum +1
Domain experts from all fields are called upon, working with data scientists, to explore the use of ML techniques to solve their problems. Starting from a domain problem/question,…
Open Source Software: An Approach to Controlling Usage and Risk in Application Ecosystems
Stan Zajdel, Diego Elias Costa, Hafedh Mili
The Open Source Software movement has been growing exponentially for a number of years with no signs of slowing. Driving this growth is the widespread availability of libraries and…
Systematically reviewing the layered architectural pattern principles and their use to reconstruct software architectures
Alvine B. Belle, Ghizlane El Boussaidi, Timothy C. Lethbridge +3
Architectural reconstruction is a reverse engineering activity aiming at recovering the missing decisions on a system. It can help identify the components, within a legacy software…
Slicing functional aspects out of legacy applications
Barthélémy Dagenais, Hafedh Mili
Aspect-oriented software development builds upon object-oriented development by offering additional abstraction boundaries that help us separate different types of requirements int…
Service-Oriented Re-engineering of Legacy JEE Applications: Issues and Research Directions
Hafedh Mili, Ghizlane El-Boussaidi, Anas Shatnawi +4
Service-orientation views applications as orchestrations of independent software services that (1) implement functions that are reusable across many applications, (2) can be invoke…
Static Code Analysis of Multilanguage Software Systems
Anas Shatnawi, Hafedh Mili, Manel Abdellatif +5
Identifying dependency call graphs of multilanguage software systems using static code analysis is challenging. The different languages used in developing today's systems often hav…
What Should You Know Before Developing a Service Identification Approach
Anas Shatnawi, Hafedh Mili, Manel Abdellatif +4
In this paper, we answer a set of research questions that are required to develop service identification approach based on the analysis of object- oriented software. Such research…
Identifying KDM Model of JSP Pages
Anas Shatnawi, Hafedh Mili, Manel Abdellatif +4
In this report, we propose our approach that identifies a KDM model of JSP pages. Our approach is based on two main steps. The first one aims to reduce the problem space by transla…
A Static Program Slicing Approach for Output Stream Objects in JEE Applications
Anas Shatnawi, Hafedh Mili, Manel Abdellatif +4
In this paper, we propose a program slicing approach for the output stream object in JEE applications. Our approach is based on extracting a dependency call graph from KDM models o…
How to Implement Dependencies in Server Pages of JEE Web Applications
Anas Shatnawi, Hafedh Mili, Manel Abdellatif +4
Java Enterprise Edition (JEE) applications are implemented in terms of a set of components developed based on several JEE technologies includ- ing, but not limited to, Servlet, JSP…