Carlos Francisco Moreno-García

Orcid: 0000-0001-7218-9023

According to our database1, Carlos Francisco Moreno-García authored at least 51 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics.
Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023

Student Interaction with a Virtual Learning Environment: An Empirical Study of Online Engagement Behaviours During and Since the Time of COVID-19.
Proceedings of the IEEE Frontiers in Education Conference, 2023

Digital Transformation for Offshore Assets: A Deep Learning Framework for Weld Classification in Remote Visual Inspections.
Proceedings of the Engineering Applications of Neural Networks, 2023

2022
Implementation of NAO Robot Maze Navigation Based on Computer Vision and Collaborative Learning.
Frontiers Robotics AI, 2022

A General Framework for Partial to Full Image Registration.
CoRR, 2022

Zero-Error Digitisation and Contextualisation of Piping and Instrumentation Diagrams Using Node Classification and Sub-graph Search.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

TransSLC: Skin Lesion Classification in Dermatoscopic Images Using Transformers.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

Cross Domain Evaluation of Text Detection Models.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021
CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification.
Neural Comput. Appl., 2021

Two layer Ensemble of Deep Learning Models for Medical Image Segmentation.
CoRR, 2021

Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Deep Learning Digitisation Framework to Mark up Corrosion Circuits in Piping and Instrumentation Diagrams.
Proceedings of the Document Analysis and Recognition, 2021

Image Pre-processing and Segmentation for Real-Time Subsea Corrosion Inspection.
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021

Face Detection with YOLO on Edge.
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021

Weighted Ensemble of Deep Learning Models based on Comprehensive Learning Particle Swarm Optimization for Medical Image Segmentation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Correspondence edit distance to obtain a set of weighted means of graph correspondences.
Pattern Recognit. Lett., 2020

Reducing human effort in engineering drawing validation.
Comput. Ind., 2020

Pixel-based layer segmentation of complex engineering drawings using convolutional neural networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep Learning for Text Detection and Recognition in Complex Engineering Diagrams.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Assessing the Clinicians' Pathway to Embed Artificial Intelligence for Assisted Diagnostics of Fracture Detection.
Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020

Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks.
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020

A pipeline framework for robot maze navigation using computer vision, path planning and communication protocols.
Proceedings of the 13th International Conference on Developments in eSystems Engineering, 2020

2019
Generalised median of graph correspondences.
Pattern Recognit. Lett., 2019

New trends on digitisation of complex engineering drawings.
Neural Comput. Appl., 2019

Digitisation of Assets from the Oil & Gas Industry: Challenges and Opportunities.
Proceedings of the Workshop on Industrial Applications of Document Analysis and Recognition, 2019

2018
Modelling the Generalised Median Correspondence Through an Edit Distance.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Digital Interpretation of Sensor-Equipment Diagrams.
Proceedings of the SICSA Workshop on Reasoning, 2018

Symbols Classification in Engineering Drawings.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Obtaining the consensus of multiple correspondences between graphs through online learning.
Pattern Recognit. Lett., 2017

Correspondence consensus of two sets of correspondences through optimisation functions.
Pattern Anal. Appl., 2017

An Edit Distance Between Graph Correspondences.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Heuristics-Based Detection to Improve Text/Graphics Segmentation in Complex Engineering Drawings.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
Learning the Consensus of Multiple Correspondences between Data Structures.
PhD thesis, 2016

Unsupervised Machine Learning Application to Perform a Systematic Review and Meta-Analysis in Medical Research.
Computación y Sistemas, 2016

Consensus of multiple correspondences between sets of elements.
Comput. Vis. Image Underst., 2016

Graph Edit Distance or Graph Edit Pseudo-Distance?
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Generalised Median of a Set of Correspondences Based on the Hamming Distance.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

A Graph Repository for Learning Error-Tolerant Graph Matching.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Semi-automatic pose estimation of a fleet of robots with embedded stereoscopic cameras.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

2015
Online learning the consensus of multiple correspondences between sets.
Knowl. Based Syst., 2015

An Interactive Model for Structural Pattern Recognition based on the Bayes Classifier.
Proceedings of the ICPRAM 2015, 2015

Iterative Versus Voting Method to Reach Consensus Given Multiple Correspondences of Two Sets.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Consensus of Two Graph Correspondences Through a Generalisation of the Bipartite Graph Matching.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

On the Influence of Node Centralities on Graph Edit Distance for Graph Classification.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

Ground Truth Correspondence Between Nodes to Learn Graph-Matching Edit-Costs.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2014
Fast and Efficient Palmprint Identification of a Small Sample within a Full Image.
Computación y Sistemas, 2014

Weighted Mean Assignment of a Pair of Correspondences Using Optimisation Functions.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Partial to Full Image Registration Based on Candidate Positions and Multiple Correspondences.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Learning Graph-Matching Substitution Costs Based on the Optimality of the Oracle's Correspondence.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
Improving the Correspondence Establishment Based on Interactive Homography Estimation.
Proceedings of the Computer Analysis of Images and Patterns, 2013


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