Danielle Azar

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 15

Top Topics

Traveling Salesman

Memetic Algorithm

Defect Prediction

Top Venues

ACM Trans. Evol. Learn. Optim.

Publications

Eileen Marie Hanna, Ghadi El Hasbani, Danielle Azar
Ant colony optimization for the identification of dysregulated gene subnetworks from expression data. BMC Bioinform. 25 (1) (2024)
Manuella Germanos, Danielle Azar, Eileen Marie Hanna
To change or not to change? Modeling software system interactions using Temporal Graphs and Graph Neural Networks: A focus on change propagation. Inf. Softw. Technol. 166 (2024)
Rebecca Moussa, Danielle Azar, Federica Sarro
On The Effectiveness of One-Class Support Vector Machine in Different Defect Prediction Scenarios. SANER (2024)
Rebecca Moussa, Danielle Azar, Federica Sarro
Investigating the Use of One-Class Support Vector Machine for Software Defect Prediction. CoRR (2022)
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
A distributed digital twin implementation of a hemodialysis unit aimed at helping prevent the spread of the Omicron COVID-19 variant. DS-RT (2022)
Manuella Germanos, Danielle Azar, Abir-Beatrice Karami, Jalal Joseph Possik
A Distributed Memetic Algorithm with a semi-greedy operator for the Traveling Salesman Problem. DS-RT (2022)
Firas Gerges, Frank Shih, Danielle Azar
Automated Diagnosis of Acne and Rosacea using Convolution Neural Networks. AIPR (2021)
Andrew Nader, Danielle Azar
Evolution of Activation Functions: An Empirical Investigation. CoRR (2021)
Andrew Nader, Danielle Azar
Evolution of Activation Functions: An Empirical Investigation. ACM Trans. Evol. Learn. Optim. 1 (2) (2021)
Andrew Nader, Danielle Azar
Searching for activation functions using a self-adaptive evolutionary algorithm. GECCO Companion (2020)
Israa Alnazer, Omar Falou, Remie Nasr, Danielle Azar, Eno Hysi, Lauren Wirtzfeld, Elizabeth S. L. Berndl, Michael C. Kolios
Quantitative Ultrasound Imaging for the Differentiation between Fresh and Decellularized Mouse Kidneys. EMBC (2019)
Ahmad Nsouli, Azzam Mourad, Danielle Azar
Towards Proactive Social Learning Approach for Traffic Event Detection based on Arabic Tweets. IWCMC (2018)
Firas Gerges, Germain Zouein, Danielle Azar
Genetic Algorithms with Local Optima Handling to Solve Sudoku Puzzles. ICCAI (2018)
Rebecca Moussa, Danielle Azar
A PSO-GA approach targeting fault-prone software modules. J. Syst. Softw. 132 (2017)
Haidar M. Harmanani, Danielle Azar, Grace Zgheib, David Kozhaya
An Ant Colony Optimization Heuristic to Optimize Prediction of Stability of Object-Oriented Components. IRI (2015)
Haidar M. Harmanani, Danielle Azar, Nathalie Helal, Walid Keirouz
A Simulated Annealing Algorithm for the Capacitated Vehicle Routing Problem. CATA (2011)
Danielle Azar, Haidar M. Harmanani
Heuristic approaches for optimizing the performance of rule-based classifiers. IRI (2011)
Danielle Azar, J. Vybihal
An ant colony optimization algorithm to improve software quality prediction models: Case of class stability. Inf. Softw. Technol. 53 (4) (2011)
Danielle Azar
A Genetic Algorithm for Improving Accuracy of Software Quality Predictive Models: a Search-Based Software Engineering Approach. Int. J. Comput. Intell. Appl. 9 (2) (2010)
Danielle Azar, Haidar M. Harmanani, Rita Korkmaz
Predicting stability of classes in an object-oriented system. J. Comput. Methods Sci. Eng. 10 (3-6) (2010)
Danielle Azar, Haidar M. Harmanani, Rita Korkmaz
A hybrid heuristic approach to optimize rule-based software quality estimation models. Inf. Softw. Technol. 51 (9) (2009)
Danielle Azar, Haidar M. Harmanani, Rita Korkmaz
A Hybrid Heuristic Approach To Optimize Rule-Based Software Quality Estimation Models. SEDE (2009)
Masoumeh T. Izadi, Doina Precup, Danielle Azar
Belief Selection in Point-Based Planning Algorithms for POMDPs. Canadian Conference on AI (2006)
Danielle Azar, Doina Precup, Salah Bouktif, Balázs Kégl, Houari A. Sahraoui
Combining and Adapting Software Quality Predictive Models by Genetic Algorithms. ASE (2002)