Carlos Francisco Moreno-García

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 50

Top Topics

Engineering Drawings

Medical Image Segmentation

Top Venues

Publications

Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models. AIME (1) (2024)
Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García
A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews. NAACL-HLT (2024)
Laura Jamieson, Carlos Francisco Moreno-García, Eyad Elyan
A review of deep learning methods for digitisation of complex documents and engineering diagrams. Artif. Intell. Rev. 57 (6) (2024)
Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning: a comprehensive review. Artif. Intell. Rev. 57 (8) (2024)
Truong Dang, Tien Thanh Nguyen, John A. W. McCall, Eyad Elyan, Carlos Francisco Moreno-García
Two-layer Ensemble of Deep Learning Models for Medical Image Segmentation. Cogn. Comput. 16 (3) (2024)
Regina Ofori-Boateng, Magaly Aceves-Martins, Chrisina Jayne, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation. INNS DLIA@IJCNN (2023)
Craig Pirie, Nirmalie Wiratunga, Anjana Wijekoon, Carlos Francisco Moreno-García
AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics. ICCBR Workshops (2023)
Luis Alberto Toral-Quijas, Eyad Elyan, Carlos Francisco Moreno-García, Jan Stander
Digital Transformation for Offshore Assets: A Deep Learning Framework for Weld Classification in Remote Visual Inspections. EANN (2023)
Pamela Johnston, Mark Zarb, Carlos Francisco Moreno-García
Student Interaction with a Virtual Learning Environment: An Empirical Study of Online Engagement Behaviours During and Since the Time of COVID-19. FIE (2023)
Carlos Francisco Moreno-García, Francesc Serratosa
A General Framework for Partial to Full Image Registration. CoRR (2022)
Md. Mostafa Kamal Sarker, Carlos Francisco Moreno-García, Jinchang Ren, Eyad Elyan
TransSLC: Skin Lesion Classification in Dermatoscopic Images Using Transformers. MIUA (2022)
Daniela Magallan-Ramirez, Jorge David Martinez-Aguilar, Areli Rodriguez-Tirado, David Balderas, Edgar Omar López-Caudana, Carlos Francisco Moreno-García
Implementation of NAO Robot Maze Navigation Based on Computer Vision and Collaborative Learning. Frontiers Robotics AI 9 (2022)
Elena Rica, Susana Álvarez, Carlos Francisco Moreno-García, Francesc Serratosa
Zero-Error Digitisation and Contextualisation of Piping and Instrumentation Diagrams Using Node Classification and Sub-graph Search. S+SSPR (2022)
Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
Cross Domain Evaluation of Text Detection Models. ICANN (3) (2022)
Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification. Neural Comput. Appl. 33 (7) (2021)
Carlos Francisco Moreno-García, Chrisina Jayne, Eyad Elyan
Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis. IJCNN (2021)
Truong Dang, Tien Thanh Nguyen, John McCall, Eyad Elyan, Carlos Francisco Moreno-García
Two layer Ensemble of Deep Learning Models for Medical Image Segmentation. CoRR (2021)
Luis Toral, Carlos Francisco Moreno-García, Eyad Elyan, Shahram Memon
A Deep Learning Digitisation Framework to Mark up Corrosion Circuits in Piping and Instrumentation Diagrams. ICDAR Workshops (2) (2021)
Craig Pirie, Carlos Francisco Moreno-García
Image Pre-processing and Segmentation for Real-Time Subsea Corrosion Inspection. EANN (2021)
Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Johan Zwiegelaar
Face Detection with YOLO on Edge. EANN (2021)
Truong Dang, Tien Thanh Nguyen, Carlos Francisco Moreno-García, Eyad Elyan, John A. W. McCall
Weighted Ensemble of Deep Learning Models based on Comprehensive Learning Particle Swarm Optimization for Medical Image Segmentation. CEC (2021)
Carlos Francisco Moreno-García, Francesc Serratosa, Xiaoyi Jiang
Correspondence edit distance to obtain a set of weighted means of graph correspondences. Pattern Recognit. Lett. 134 (2020)
Laura Jamieson, Carlos Francisco Moreno-García, Eyad Elyan
Deep Learning for Text Detection and Recognition in Complex Engineering Diagrams. IJCNN (2020)
Elena Rica, Carlos Francisco Moreno-García, Susana Álvarez, Francesc Serratosa
Reducing human effort in engineering drawing validation. Comput. Ind. 117 (2020)
Areli Rodriguez-Tirado, Daniela Magallan-Ramirez, Jorge David Martinez-Aguilar, Carlos Francisco Moreno-García, David Balderas, Edgar Omar López-Caudana
A pipeline framework for robot maze navigation using computer vision, path planning and communication protocols. DeSE (2020)
Carlos Francisco Moreno-García, Truong Dang, Kyle Martin, Manish Patel, Andrew Thompson, Lesley Leishman, Nirmalie Wiratunga
Assessing the Clinicians' Pathway to Embed Artificial Intelligence for Assisted Diagnostics of Fracture Detection. KDH@ECAI (2020)
Eyad Elyan, Carlos Francisco Moreno-García, Pamela Johnston
Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks. EANN (2020)
Carlos Francisco Moreno-García, Pamela Johnston, Bello Garkuwa
Pixel-based layer segmentation of complex engineering drawings using convolutional neural networks. IJCNN (2020)
Carlos Francisco Moreno-García, Francesc Serratosa
Generalised median of graph correspondences. Pattern Recognit. Lett. 125 (2019)
Carlos Francisco Moreno-García, Eyad Elyan
Digitisation of Assets from the Oil & Gas Industry: Challenges and Opportunities. WIADAR@ICDAR (2019)
Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne
New trends on digitisation of complex engineering drawings. Neural Comput. Appl. 31 (6) (2019)
Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne
Symbols Classification in Engineering Drawings. IJCNN (2018)
Carlos Francisco Moreno-García
Digital Interpretation of Sensor-Equipment Diagrams. SICSA ReaLX (2018)
Carlos Francisco Moreno-García, Francesc Serratosa
Modelling the Generalised Median Correspondence Through an Edit Distance. S+SSPR (2018)
Carlos Francisco Moreno-García, Francesc Serratosa
Obtaining the consensus of multiple correspondences between graphs through online learning. Pattern Recognit. Lett. 87 (2017)
Carlos Francisco Moreno-García, Francesc Serratosa, Xiaoyi Jiang
An Edit Distance Between Graph Correspondences. GbRPR (2017)
Carlos Francisco Moreno-García, Francesc Serratosa
Correspondence consensus of two sets of correspondences through optimisation functions. Pattern Anal. Appl. 20 (1) (2017)
Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne
Heuristics-Based Detection to Improve Text/Graphics Segmentation in Complex Engineering Drawings. EANN (2017)
Carlos Francisco Moreno-García, Magaly Aceves-Martins, Francesc Serratosa
Unsupervised Machine Learning Application to Perform a Systematic Review and Meta-Analysis in Medical Research. Computación y Sistemas 20 (1) (2016)
Xavier Cortés, Francesc Serratosa, Carlos Francisco Moreno-García
Semi-automatic pose estimation of a fleet of robots with embedded stereoscopic cameras. ETFA (2016)
Carlos Francisco Moreno-García, Francesc Serratosa
Consensus of multiple correspondences between sets of elements. Comput. Vis. Image Underst. 142 (2016)
Francesc Serratosa, Xavier Cortés, Carlos Francisco Moreno-García
Graph Edit Distance or Graph Edit Pseudo-Distance? S+SSPR (2016)
Carlos Francisco Moreno-García, Xavier Cortés, Francesc Serratosa
A Graph Repository for Learning Error-Tolerant Graph Matching. S+SSPR (2016)
Carlos Francisco Moreno-García, Francesc Serratosa, Xavier Cortés
Generalised Median of a Set of Correspondences Based on the Hamming Distance. S+SSPR (2016)
Carlos Francisco Moreno-García, Xavier Cortés, Francesc Serratosa
Iterative Versus Voting Method to Reach Consensus Given Multiple Correspondences of Two Sets. IbPRIA (2015)
Xavier Cortés, Francesc Serratosa, Carlos Francisco Moreno-García
On the Influence of Node Centralities on Graph Edit Distance for Graph Classification. GbRPR (2015)
Carlos Francisco Moreno-García, Francesc Serratosa
Online learning the consensus of multiple correspondences between sets. Knowl. Based Syst. 90 (2015)
Xavier Cortés, Francesc Serratosa, Carlos Francisco Moreno-García
An Interactive Model for Structural Pattern Recognition based on the Bayes Classifier. ICPRAM (1) (2015)
Carlos Francisco Moreno-García, Francesc Serratosa, Xavier Cortés
Consensus of Two Graph Correspondences Through a Generalisation of the Bipartite Graph Matching. GbRPR (2015)
Xavier Cortés, Francesc Serratosa, Carlos Francisco Moreno-García
Ground Truth Correspondence Between Nodes to Learn Graph-Matching Edit-Costs. CAIP (1) (2015)
Xavier Cortés, Carlos Francisco Moreno-García, Francesc Serratosa
Learning Graph-Matching Substitution Costs Based on the Optimality of the Oracle's Correspondence. CIARP (2014)
Carlos Francisco Moreno-García, Francesc Serratosa
Weighted Mean Assignment of a Pair of Correspondences Using Optimisation Functions. S+SSPR (2014)
Carlos Francisco Moreno-García, Xavier Cortés, Francesc Serratosa
Partial to Full Image Registration Based on Candidate Positions and Multiple Correspondences. CIARP (2014)
Carlos Francisco Moreno-García, Francesc Serratosa
Fast and Efficient Palmprint Identification of a Small Sample within a Full Image. Computación y Sistemas 18 (4) (2014)
Xavier Cortés, Carlos Francisco Moreno-García, Francesc Serratosa
Improving the Correspondence Establishment Based on Interactive Homography Estimation. CAIP (2) (2013)