Miguel Guevara

According to our database, Miguel Guevara authored at least 34 papers between 2003 and 2023.

Collaborative distances:

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

2023

Editorial for the Special Issue on Industrial Machine Learning Applications.

Paolo Rota, Miguel Ángel Guevara-López, Francesco Setti

J. Imaging, 2023

An Innovative Faster R-CNN-Based Framework for Breast Cancer Detection in MRI.

João Nuno Centeno Raimundo, João Pedro Pereira Fontes, Luís Gonzaga Mendes Magalhães, Miguel Ángel Guevara-López

J. Imaging, 2023

Empowering Deaf-Hearing Communication: Exploring Synergies between Predictive and Generative AI-Based Strategies towards (Portuguese) Sign Language Interpretation.

Telmo Adão, João Oliveira, Somayeh Shahrabadi, Hugo Jesus, Marco Fernandes, Ângelo Costa, Vânia Ferreira, Martinho Gonçalves, Miguel Ángel Guevara-López, Emanuel Peres, Luís Gonzaga Magalhães

J. Imaging, 2023

Digital Tools for Aircraft Maintenance: Prototyping Location-Aware AOI for Engine Assessment and Cable Routing Solutions.

Somayeh Shahrabadi, José Rodrigues, Iara Margolis, Luis Evangelista, Nuno J. Sousa, Emanuel Sousa, Miguel Ángel Guevara-López, Luís Gonzaga Magalhães, Emanuel Peres, Telmo Adão

Proceedings of the International Conference on Graphics and Interaction, 2023

2021

Point-cloud based 3D object detection and classification methods for self-driving applications: A survey and taxonomy.

Duarte Fernandes, António Silva, Rafael Névoa, Cláudia Simões, Dibet Garcia Gonzalez, Miguel Guevara, Paulo Novais, João Monteiro, Pedro Melo-Pinto

Inf. Fusion, 2021

Deployment Service for Scalable Distributed Deep Learning Training on Multiple Clouds.

Javier Jorge, Germán Moltó, J. Damian Segrelles Quilis, João Pedro Pereira Fontes, Miguel Ángel Guevara-López

Proceedings of the 11th International Conference on Cloud Computing and Services Science, 2021

A web-based Voice Interaction framework proposal for enhancing Information Systems user experience.

Tiago F. Pereira, Arthur Matta, Carlos M. Mayea, Frederico Pereira, Nelson Monroy, João Jorge, Tiago Rosa, Carlos E. Salgado, Ana Lima, Ricardo J. Machado, Luís Magalhães, Telmo Adão, Miguel Ángel Guevara-López, Dibet Garcia Gonzalez

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

A Ubiquitous Service-Oriented Automatic Optical Inspection Platform for Textile Industry.

Dibet Garcia Gonzalez, Yusbel Chávez Castilla, Somayeh Shaharadaby, Ana Mackay, Lúcia Soares, Pedro Guimarães, Francisco Morais, Joel Puga, Filipe Meneses, Adriano J. C. Moreira, Miguel Machado, Telmo Adão, Luís Magalhães, Miguel Ángel Guevara-López

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

2019

Inpresso AR: a generic Augmented Book.

José Rocha, Luís Magalhães, Nelson Alves, Miguel Guevara

Proceedings of the International Conference on Graphics and Interaction, 2019

Bone age assessment using general use convolutional neural networks.

Gonçalo Pinheiro, Luís Magalhães, Miguel A. Guevara

Proceedings of the International Conference on Graphics and Interaction, 2019

2018

Graphics and Media Technologies for Operators in Industry 4.0.

Jorge Posada, Mikel Zorrilla, Ana Dominguez, Bruno Simões, Peter Eisert, Didier Stricker, Jason R. Rambach, Jürgen Döllner, Miguel Guevara

IEEE Computer Graphics and Applications, 2018

Application of the Two-Stage One-Dimensional Cutting Stock Problem in the Steel Industry.

José Luís Santos, Joni Santos, Manuel João Ferreira, Nelson Alves, Miguel Guevara

Proceedings of the 27th IEEE International Symposium on Industrial Electronics, 2018

Scene Reconstruction for Storytelling in 360 ^\circ Videos.

Gonçalo Pinheiro, Nelson Alves, Luís Magalhães, Luís Agrellos, Miguel Guevara

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2018

AGATHA: Face Benchmarking Dataset for Exploring Criminal Surveillance Methods on Open Source Data.

Paulo Brito, João Pedro Pereira Fontes, Nuno Miquelina, Miguel Ángel Guevara-López

Proceedings of the International Conference on Graphics and Interaction, 2018

2016

Representation learning for mammography mass lesion classification with convolutional neural networks.

John Edison Arevalo Ovalle, Fabio A. González, Raúl Ramos-Pollán, José Luís Oliveira, Miguel Ángel Guevara-López

Comput. Methods Programs Biomed., 2016

2015

Improving the Mann-Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography.

Noel Pérez, Miguel Ángel Guevara-López, Augusto Silva, Isabel Ramos

Artif. Intell. Medicine, 2015

Convolutional neural networks for mammography mass lesion classification.

John Edison Arevalo Ovalle, Fabio A. González, Raúl Ramos-Pollán, José Luís Oliveira, Miguel Ángel Guevara-López

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Impact of Ensemble Learning in the Assessment of Skeletal Maturity.

Pedro Cunha, Daniel C. Moura, Miguel Ángel Guevara-López, Conceição Guerra, Daniela Pinto, Isabel Ramos

J. Medical Syst., 2014

Improving the performance of machine learning classifiers for Breast Cancer diagnosis based on feature selection.

Noel Pérez, Miguel A. Guevara, Augusto Silva, Isabel Ramos, Joana Loureiro

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013

An evaluation of image descriptors combined with clinical data for breast cancer diagnosis.

Daniel C. Moura, Miguel Ángel Guevara-López

Int. J. Comput. Assist. Radiol. Surg., 2013

A method for segmentation of dental implants and crestal bone.

Pedro Cunha, Miguel Ángel Guevara-López, Ana Messias, Salomão Rocha, Rita Reis, Pedro M. G. Nicolau

Int. J. Comput. Assist. Radiol. Surg., 2013

Improving breast cancer classification with mammography, supported on an appropriate variable selection analysis.

Noel Pérez, Miguel A. Guevara, Augusto Silva

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Improving the breast cancer diagnosis using digital repositories.

Cesar Suarez Ortega, Jose Miguel Franco-Valiente, Manuel Rubio del Solar, Guillermo Díaz-Herrero, Miguel Ángel Guevara-López, Naimy González-de-Posada, Daniel C. Moura, Pedro Cunha, Isabel Ramos, Joana Loureiro, Bruno M. Ferreira de Araújo

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Benchmarking Datasets for Breast Cancer Computer-Aided Diagnosis (CADx).

Daniel Cardoso Moura, Miguel Ángel Guevara-López, Pedro Cunha, Naimy González-de-Posada, Raúl Ramos-Pollán, Isabel Ramos, Joana Pinheiro Loureiro, Inês C. Moreira, Bruno M. Ferreira de Araújo, Teresa Cardoso Fernandes

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012

Discovering Mammography-based Machine Learning Classifiers for Breast Cancer Diagnosis.

Raúl Ramos-Pollán, Miguel Ángel Guevara-López, Cesar Suarez Ortega, Guillermo Díaz-Herrero, Jose Miguel Franco-Valiente, Manuel Rubio del Solar, Naimy González-de-Posada, Mário Augusto Pires Vaz, Joana Loureiro, Isabel Ramos

J. Medical Syst., 2012

A Software Framework for Building Biomedical Machine Learning Classifiers through Grid Computing Resources.

Raúl Ramos-Pollán, Miguel Ángel Guevara-López, Eugénio C. Oliveira

J. Medical Syst., 2012

Exchanging Data for Breast Cancer Diagnosis on Heterogeneous Grid Platforms.

Damià Segrelles, Ignacio Blanquer, José Salavert Torres, Vicente Hernández, Jose Miguel Franco-Valiente, Guillermo Díaz-Herrero, Raúl Ramos-Pollán, Rosana Medina, Luis Martí-Bonmatí, Miguel Ángel Guevara-López, Naymi González, Joana Loureiro, Isabel Ramos

Comput. Informatics, 2012

2010

Kernels and partial line digraphs.

Camino Balbuena, Miguel A. Guevara

Appl. Math. Lett., 2010

Introducing ROC Curves as Error Measure Functions: A New Approach to Train ANN-Based Biomedical Data Classifiers.

Raúl Ramos-Pollán, Miguel Ángel Guevara-López, Eugénio C. Oliveira

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2008

Computer Aided Diagnosis System to Detect Breast Cancer Pathological Lesions.

Yosvany López, Andra Novoa, Miguel A. Guevara, Nicolás Quintana, Augusto Silva

Proceedings of the Progress in Pattern Recognition, 2008

2007

Set of Methods for Spontaneous ICH Segmentation and Tracking from CT Head Images.

Noel Pérez, José A. Valdés, Miguel A. Guevara, Luis A. Rodríguez, J. M. Molina

Proceedings of the Progress in Pattern Recognition, 2007

Breast Cancer Diagnosis Based on a Suitable Combination of Deformable Models and Artificial Neural Networks Techniques.

Yosvany López, Andra Novoa, Miguel A. Guevara, Augusto Silva

Proceedings of the Progress in Pattern Recognition, 2007

2005

Development of a New Index to Evaluate Zooplanktons' Gonads: An Approach Based on a Suitable Combination of Deformable Models.

M. Pastorinho, Miguel A. Guevara, Augusto Silva, Luis Coelho, Fernando Morgado

Proceedings of the Progress in Pattern Recognition, 2005

2003

Segmentation and Morphometry of Histological Sections Using Deformable Models: A New Tool for Evaluating Testicular Histopathology.

Miguel A. Guevara, Augusto Silva, Helena Oliveira, Maria de Lourdes Pereira, Fernando Morgado

Proceedings of the Progress in Pattern Recognition, 2003