Madalina Dicu

According to our database, Madalina Dicu authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

A Systematic Analysis of Data Augmentation and Training Parameters for Lightweight CNN-Based Mammographic Lesion Classification.

Drago Trandafir, Madalina Dicu, Camelia Chira

Proceedings of the Hybrid Artificial Intelligent Systems - 21st International Conference, 2026

2025

Evaluating Deep Learning Models for Cross-Platform UI Component Detection: A Study Across Web, Desktop, and Mobile Interfaces.

Madalina Dicu, Camelia Chira

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

GenGUI: A Dataset for Automatic Generation of Web User Interfaces Using ChatGPT.

Madalina Dicu, Enol García González, Camelia Chira, José R. Villar

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Analyzing the Impact of Data Augmentation on Tumor Detection and Classification in Mammograms.

Madalina Dicu, Enol García González, Camelia Chira, José R. Villar

Proceedings of the Hybrid Artificial Intelligent Systems - 20th International Conference, 2025

2024

The Impact of Augmentation Techniques on Icon Detection Using Machine Learning Techniques.

Madalina Dicu, Camelia Chira

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

The Impact of Data Annotations on the Performance of Object Detection Models in Icon Detection for GUI Images.

Madalina Dicu, Enol García González, Camelia Chira, José R. Villar

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

UICVD: A Computer Vision UI Dataset for Training RPA Agents.

Madalina Dicu, Adrian Sterca, Camelia Chira, Radu Orghidan

Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering, 2024

2022

The Impact of Convolutional Neural Network Parameters in the Binary Classification of Mammograms.

Madalina Dicu, Laura Diosan, Anca Andreica, Camelia Chira, Alin Cordos

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022