César G. Pachón

Military University Nueva Granada — Colombia

Computer Science · Physical Sciences

9h-index159citations19works1.72yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

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Research Topics

Advanced Neural Network Applications(6), Smart Agriculture and AI(3), Currency Recognition and Detection(3), Robotics and Sensor-Based Localization(2), Spectroscopy and Chemometric Analyses(2)

Publications19 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
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
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
Fake Banknote Recognition Using Deep Learning
Applied Sciences·2021· 36 citedOpen Access
Fruit Identification and Quality Detection by Means of DAG-CNN
International Journal on Advanced Science Engineering and Information Technology·2020· 8 citedOpen Access
Use of ANN for Embedded Domotic System Based on IoT
International Journal of Mathematical Engineering and Management Sciences·2020Open Access
Place Recognition with DAG-CNN
International Review of Automatic Control (IREACO)·2020
Abnormal gait detection by means of LSTM
International Journal of Electrical and Computer Engineering (IJECE)·2020· 14 citedOpen Access
Robotic navigation algorithm with machine vision
International Journal of Electrical and Computer Engineering (IJECE)·2020· 12 citedOpen Access
ResSeg: Residual encoder-decoder convolutional neural network for food segmentation
International Journal of Electrical and Computer Engineering (IJECE)·2020· 13 citedOpen Access
Assistant robot through deep learning
International Journal of Electrical and Computer Engineering (IJECE)·2020· 12 citedOpen Access
Handwritten Word Searching by Means of Speech Commands Using Deep Learning Techniques
International Review on Modelling and Simulations (IREMOS)·2019
Offline signature verification using DAG-CNN
International Journal of Electrical and Computer Engineering (IJECE)·2019· 14 citedOpen Access
Detection of Scratches on Cars by Means of CNN and R-CNN
International Journal on Advanced Science Engineering and Information Technology·2019· 15 citedOpen Access
Obstacle Evasion Algorithm for Clustering Tasks with Mobile Robot
Communications in computer and information science·2017· 3 cited

Frequent Co-authors

Javier O. Pinzón-Arenas(11), Róbinson Jiménez Moreno(11), Dora M. Ballesteros(8), Diego Renza(4), César Pedraza(2), Carlos J. Enciso-Aragon(1), Carlos Javier Enciso Aragón(1), Marco Antonio Jinete Gómez(1)