Danielle Azar

According to our database, Danielle Azar authored at least 20 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

To change or not to change? Modeling software system interactions using Temporal Graphs and Graph Neural Networks: A focus on change propagation.

Manuella Germanos, Danielle Azar, Eileen Marie Hanna

Inf. Softw. Technol., February, 2024

2022

Investigating the Use of One-Class Support Vector Machine for Software Defect Prediction.

Rebecca Moussa, Danielle Azar, Federica Sarro

CoRR, 2022

A distributed digital twin implementation of a hemodialysis unit aimed at helping prevent the spread of the Omicron COVID-19 variant.

Jalal Joseph Possik, Danielle Azar, Adriano O. Solis, Ali Asgary, Gregory Zacharewicz, Abir Karami, Mohammadali Tofighi, Mahdi M. Najafabadi, Mohammad Ali Shafiee, Asad A. Merchant, Mehdi Aarabi, Jianhong Wu

Proceedings of the 26th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2022

A Distributed Memetic Algorithm with a semi-greedy operator for the Traveling Salesman Problem.

Manuella Germanos, Danielle Azar, Abir-Beatrice Karami, Jalal Joseph Possik

Proceedings of the 26th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2022

2021

Evolution of Activation Functions: An Empirical Investigation.

Andrew Nader, Danielle Azar

ACM Trans. Evol. Learn. Optim., 2021

Automated Diagnosis of Acne and Rosacea using Convolution Neural Networks.

Firas Gerges, Frank Shih, Danielle Azar

Proceedings of the AIPR 2021: 4th International Conference on Artificial Intelligence and Pattern Recognition, Xiamen, China, September 24, 2021

2020

Searching for activation functions using a self-adaptive evolutionary algorithm.

Andrew Nader, Danielle Azar

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Quantitative Ultrasound Imaging for the Differentiation between Fresh and Decellularized Mouse Kidneys.

Israa Alnazer, Omar Falou, Remie Nasr, Danielle Azar, Eno Hysi, Lauren Wirtzfeld, Elizabeth S. L. Berndl, Michael C. Kolios

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Towards Proactive Social Learning Approach for Traffic Event Detection based on Arabic Tweets.

Ahmad Nsouli, Azzam Mourad, Danielle Azar

Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Genetic Algorithms with Local Optima Handling to Solve Sudoku Puzzles.

Firas Gerges, Germain Zouein, Danielle Azar

Proceedings of the 2018 International Conference on Computing and Artificial Intelligence, 2018

2017

A PSO-GA approach targeting fault-prone software modules.

Rebecca Moussa, Danielle Azar

J. Syst. Softw., 2017

2015

An Ant Colony Optimization Heuristic to Optimize Prediction of Stability of Object-Oriented Components.

Haidar M. Harmanani, Danielle Azar, Grace Zgheib, David Kozhaya

Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

2011

An ant colony optimization algorithm to improve software quality prediction models: Case of class stability.

Danielle Azar, J. Vybihal

Inf. Softw. Technol., 2011

Heuristic approaches for optimizing the performance of rule-based classifiers.

Danielle Azar, Haidar M. Harmanani

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

A Simulated Annealing Algorithm for the Capacitated Vehicle Routing Problem.

Haidar M. Harmanani, Danielle Azar, Nathalie Helal, Walid Keirouz

Proceedings of the ISCA 26th International Conference on Computers and Their Applications, 2011

2010

Predicting stability of classes in an object-oriented system.

Danielle Azar, Haidar M. Harmanani, Rita Korkmaz

J. Comput. Methods Sci. Eng., 2010

A Genetic Algorithm for Improving Accuracy of Software Quality Predictive Models: a Search-Based Software Engineering Approach.

Danielle Azar

Int. J. Comput. Intell. Appl., 2010

2009

A hybrid heuristic approach to optimize rule-based software quality estimation models.

Danielle Azar, Haidar M. Harmanani, Rita Korkmaz

Inf. Softw. Technol., 2009

2006

Belief Selection in Point-Based Planning Algorithms for POMDPs.

Masoumeh T. Izadi, Doina Precup, Danielle Azar

Proceedings of the Advances in Artificial Intelligence, 2006

2002

Combining and Adapting Software Quality Predictive Models by Genetic Algorithms.

Danielle Azar, Doina Precup, Salah Bouktif, Balázs Kégl, Houari A. Sahraoui

Proceedings of the 17th IEEE International Conference on Automated Software Engineering (ASE 2002), 2002