Pedro H. Abreu

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Processing Pipeline

Ordinal Classification

Multimodal Data

Top Venues

Publications

José Pereira Amorim, Pedro H. Abreu, João A. M. Santos, Marc Cortes, Victor Vila
Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations. Inf. Process. Manag. 60 (2) (2023)
Ana Rita Teixeira, Igor Rodrigues, Anabela Gomes, Pedro H. Abreu, Germán Rodríguez-Bermúdez
Using Brain Computer Interaction to Evaluate Problem Solving Abilities. HCI (15) (2021)
José Pereira Amorim, Pedro H. Abreu, Mauricio Reyes, João A. M. Santos
Interpretability vs. Complexity: The Friction in Deep Neural Networks. IJCNN (2020)
Inês Domingues, Henning Müller, Andrés Ortiz, Belur V. Dasarathy, Pedro H. Abreu, Vince D. Calhoun
Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data. IEEE J. Biomed. Health Informatics 24 (1) (2020)
Miriam Seoane Santos, Pedro H. Abreu, Szymon Wilk, João A. M. Santos
Assessing the Impact of Distance Functions on K-Nearest Neighbours Imputation of Biomedical Datasets. AIME (2020)
Ana Catarina Oliveira, Inês Domingues, Hugo Duarte, João A. M. Santos, Pedro H. Abreu
Going Back to Basics on Volumetric Segmentation of the Lungs in CT: A Fully Image Processing Based Technique. IbPRIA (2) (2019)
Inês Domingues, Inês Sampaio, Hugo Duarte, João A. M. Santos, Pedro H. Abreu
Computer Vision in Esophageal Cancer: A Literature Review. IEEE Access 7 (2019)
Francisco Marques, Hugo Duarte, João A. M. Santos, Inês Domingues, José Pereira Amorim, Pedro H. Abreu
An iterative oversampling approach for ordinal classification. SAC (2019)
Gisèle Pereira, Inês Domingues, Pedro Martins, Pedro H. Abreu, Hugo Duarte, João A. M. Santos
Registration of CT with PET: A Comparison of Intensity-Based Approaches. IWCIA (2018)
Marta Mercier, Miriam Seoane Santos, Pedro H. Abreu, Carlos Soares, Jastin Pompeu Soares, João A. M. Santos
Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts. IDA (2018)
Miriam Seoane Santos, Pedro H. Abreu, Germán Rodríguez-Bermúdez, Pedro J. García-Laencina
Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about? Int. J. Comput. Intell. Syst. 11 (1) (2018)
Inês Domingues, Pedro H. Abreu, João A. M. Santos
Bi-Rads Classification of Breast Cancer: A New Pre-Processing Pipeline for Deep Models Training. ICIP (2018)
Inês Domingues, José Pereira Amorim, Pedro H. Abreu, Hugo Duarte, João A. M. Santos
Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal Classification. IJCNN (2018)
Pedro H. Abreu, Carlos Soares, Rui Carlos Camacho
Distributed Environment Framework for Optimization Experiments. ICCSA (Workshops/Short Papers/Posters) (2014)
Pedro H. Abreu, José Moura, Daniel Castro Silva, Luís Paulo Reis, Júlio Garganta
Performance analysis in soccer: a Cartesian coordinates based approach using RoboCup data. Soft Comput. 16 (1) (2012)
Pedro H. Abreu, Daniel Castro Silva, Pedro Mendes, Vasco Vinhas
Effect of the usage of wikis on an educational context. Comput. Appl. Eng. Educ. 20 (4) (2012)
João Portela, Pedro H. Abreu, Luís Paulo Reis, Eugénio C. Oliveira, Júlio Garganta
An Intelligent Framework for Automatic Event Detection in Robotic Soccer Games - An Auxiliar Tool to Help Coaches Improve their Teams' Performance. ICEIS (2) (2010)
Pedro H. Abreu, Israel Costa, Daniel Castelão, Luís Paulo Reis, Júlio Garganta
Human vs. Robotic Soccer: How Far Are They? A Statistical Comparison. RoboCup (2010)
Pedro H. Abreu, Pedro Mendes
Strategies for Route Planning on Catastrophe Environments - Coordinating Agents on a Fire Fighting Scenario. ICEIS (2) (2009)
Pedro H. Abreu, Carlos Soares, Jorge M. S. Valente
Selection of Heuristics for the Job-Shop Scheduling Problem Based on the Prediction of Gaps in Machines. LION (2009)
Vasco Vinhas, Pedro H. Abreu, Pedro Mendes
Business Intelligence based on a Wi-Fi Real Time Positioning Engine - A Practical Application in a Major Retail Company. ICEIS (1) (2009)
Pedro H. Abreu, Vasco Vinhas, Pedro Mendes
Business Intelligence through Real-Time Tracking - Using a Location System Towards Behaviour Pattern Extraction. ICE-B (2008)
Isabel Gonzalez, Pedro H. Abreu, Luís Paulo Reis
Using a Datawarehouse to Extract Knowledge from Robocup Teams. ICEIS (1) (2008)
Pedro H. Abreu, Pedro Mendes
Mastermind: an augment reality approach: [porting a legacy game to new interaction paradigms]. DIMEA (2008)