Dora M. Ballesteros

Military University Nueva Granada — Colombia

Computer Science · Physical Sciences

16h-index732citations83works1.72yr avg
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Research Topics

Digital Media Forensic Detection(22), Advanced Steganography and Watermarking Techniques(20), Speech and Audio Processing(17), Music and Audio Processing(16), Chaos-based Image/Signal Encryption(11)

Publications83 total

PruneEnergyAnalyzer: An Open-Source Toolkit for Evaluating Energy Consumption in Pruned Deep Learning Models
Big Data and Cognitive Computing·2025Open Access
Pruning Policy for Image Classification Problems Based on Deep Learning
Informatics·2024· 2 citedOpen Access
FlexiPrune: A Pytorch tool for flexible CNN pruning policy selection
SoftwareX·2024· 3 citedOpen Access
Sp2PS: Pruning Score by Spectral and Spatial Evaluation of CAM Images
Informatics·2023· 2 citedOpen Access
An efficient deep learning model using network pruning for fake banknote recognition
Expert Systems with Applications·2023· 12 cited
Is My Pruned Model Trustworthy? PE-Score: A New CAM-Based Evaluation Metric
Big Data and Cognitive Computing·2023· 4 citedOpen Access
Influence of Hyperparameters in Deep Learning Models for Coffee Rust Detection
Applied Sciences·2023· 17 citedOpen Access
Impact of Pruning Distribution in Compressed CNN Models: A Case Study
Communications in computer and information science·2023· 1 cited
SeNPIS: Sequential Network Pruning by class-wise Importance Score
Applied Soft Computing·2022· 10 cited
Label Semantics for Few Shot Named Entity Recognition
Findings of the Association for Computational Linguistics: ACL 2022·2022· 1 citedOpen Access
Deep4SNet: deep learning for fake speech classification
Expert Systems with Applications·2021· 69 cited
Copy-Move Forgery Detection (CMFD) Using Deep Learning for Image and Video Forensics
Journal of Imaging·2021· 82 citedOpen Access
Fake Banknote Recognition Using Deep Learning
Applied Sciences·2021· 36 citedOpen Access
Video Forensics: Identifying Colorized Images Using Deep Learning
Applied Sciences·2021· 23 citedOpen Access
Fake Speech Recognition Using Deep Learning
Communications in computer and information science·2021· 20 cited
Entropy-based image encryption using Orthogonal Variable Spreading Factor (OVSF)
Ingeniería e Investigación·2020· 3 citedOpen Access
A dataset of histograms of original and fake voice recordings (H-Voice)
Data in Brief·2020· 20 citedOpen Access
A Machine Learning Model to Detect Fake Voice
Communications in computer and information science·2020· 30 cited
Robust Speech Hashing for Digital Audio Forensics
Applied Sciences·2019· 4 citedOpen Access
Spreading-Based Voice Encryption by Means of OVSF Codes
Applied Sciences·2019· 2 citedOpen Access
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Frequent Co-authors

Diego Renza(35), Juan M. Moreno A(6), César G. Pachón(6), Steven Camacho(4), Luis Fernando Pedraza Martínez(4), Yohanna Rodríguez-Ortega(3), Héctor Duvan Ortiz(3), Camilo Andrés Lemus(2), Estíbaliz Martínez(2), Sebastián Mendoza(2), Jimmy Peña(2), Andrés E Gaona(2), Javier O. Pinzón-Arenas(2), Gonzalo R. Arce(1), Íñigo Molina(1), Carlos Ulloa(1), M. Pancorbo Castro(1), Yohanna Patricia Rodriguez(1), Adrian Chavarro(1), Diana Marcela Moreno(1)