João Mendes-Moreira
Orcid: 0000-0002-2471-2833Affiliations:
- University of Porto, Faculty of Engineering, Porto, Portugal
According to our database1,
João Mendes-Moreira
authored at least 100 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Estimating Player Performance in Different Contexts Using Fine-tuned Large Events Models.
CoRR, 2024
2023
DyGCN-LSTM: A dynamic GCN-LSTM based encoder-decoder framework for multistep traffic prediction.
Appl. Intell., November, 2023
ST-A<sub>G</sub>P: Spatio-Temporal aggregator predictor model for multi-step taxi-demand prediction in cities.
Appl. Intell., 2023
Applying Machine Learning to Estimate the Effort and Duration of Individual Tasks in Software Projects.
IEEE Access, 2023
A Study on Hyperparameters Configurations for an Efficient Human Activity Recognition System.
Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023
Interpreting What is Important: An Explainability Approach and Study on Feature Selection.
Proceedings of the Progress in Artificial Intelligence, 2023
Proceedings of the Progress in Artificial Intelligence, 2023
Proceedings of the Progress in Artificial Intelligence, 2023
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023
2022
Graph Multi-Head Convolution for Spatio-Temporal Attention in Origin Destination Tensor Prediction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022
Proceedings of the 10th International Conference on Sport Sciences Research and Technology Support, 2022
Improving the Prediction of Age of Onset of TTR-FAP Patients Using Graph-Embedding Features.
Proceedings of the Progress in Artificial Intelligence, 2022
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022
2021
Embedding Traffic Network Characteristics Using Tensor for Improved Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., 2021
Neurocomputing, 2021
Expert Syst. J. Knowl. Eng., 2021
Proceedings of the Trends and Applications in Information Systems and Technologies, 2021
An Analysis of the State of the Art of Machine Learning for Risk Assessment in Software Projects (S).
Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
Proceedings of the Progress in Artificial Intelligence, 2021
Proceedings of the Progress in Artificial Intelligence, 2021
2020
Hierarchical Qualitative Clustering - clustering mixed datasets with critical qualitative information.
CoRR, 2020
kNN Prototyping Schemes for Embedded Human Activity Recognition with Online Learning.
Comput., 2020
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020
Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020
2019
Eating and Drinking Recognition in Free-Living Conditions for Triggering Smart Reminders.
Sensors, 2019
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Proceedings of the Progress in Artificial Intelligence, 2019
Proceedings of the Progress in Artificial Intelligence, 2019
Proceedings of the Discovery Science - 22nd International Conference, 2019
2018
CoRR, 2018
Proceedings of the Trends and Advances in Information Systems and Technologies, 2018
Proceedings of the Information Management and Big Data, 5th International Conference, 2018
Proceedings of the ECML PKDD 2018 Workshops, 2018
Impact of Genealogical Features in Transthyretin Familial Amyloid Polyneuropathy Age of Onset Prediction.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018
2017
Proceedings of the International Workshop on Automatic Selection, 2017
2016
Expert Syst. Appl., 2016
Appl. Soft Comput., 2016
Proceedings of the New Advances in Information Systems and Technologies, 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Workshop on Large-scale Learning from Data Streams in Evolving Environments (STREAMEVOLV 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016), 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Workshop on Large-scale Learning from Data Streams in Evolving Environments (STREAMEVOLV 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016), 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016
Proceedings of the Eleventh International Conference on Digital Information Management, 2016
Proceedings of the Eleventh International Conference on Digital Information Management, 2016
2015
IEEE Trans. Intell. Transp. Syst., 2015
Inf. Sci., 2015
Improving the accuracy of long-term travel time prediction using heterogeneous ensembles.
Neurocomputing, 2015
Proceedings of the ECML/PKDD 2015 Discovery Challenges co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015), 2015
Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015
A Comparative Study of Regression and Classification Algorithms for Modelling Students' Academic Performance.
Proceedings of the 8th International Conference on Educational Data Mining, 2015
2014
Using model-based collaborative filtering techniques to recommend the expected best strategy to defeat a simulated soccer opponent.
Intell. Data Anal., 2014
Improving a simulated soccer team's performance through a Memory-Based Collaborative Filtering approach.
Appl. Soft Comput., 2014
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014
Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, 2014
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014
2013
IEEE Trans. Intell. Transp. Syst., 2013
Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team's Behavior Models.
Int. J. Comput. Intell. Syst., 2013
Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013
Proceedings of the Progress in Artificial Intelligence, 2013
2012
Intell. Data Anal., 2012
Proceedings of the 2012 IEEE Vehicular Networking Conference, 2012
Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
2010
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010
2009
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009
2006
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006