João Mendes-Moreira

118 papers A* 2B 8C 8Misc 7Journal 41Unranked 51
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Neighbor-based Approach to Pitch Ownership Models in Soccer.
CoRR
Tiago Mendes-Neves, Luís Meireles, João Mendes-Moreira
2025 — conf
A Scalable Approach for Unified Large Events Models in Soccer.
ECML/PKDD (10)
Tiago Mendes-Neves, Luís Meireles, João Mendes-Moreira
2025 J jnl
CSCN: an efficient snapshot ensemble learning based sparse transformer model for long-range spatial-temporal traffic flow prediction.
Data Min. Knowl. Discov.
Rahul Kumar, João Mendes-Moreira, Joydeep Chandra
2025 J jnl
KDBI special issue: Explainability feature selection framework application for LSTM multivariate time-series forecast self optimization.
Expert Syst. J. Knowl. Eng.
Eduardo M. Rodrigues, Yassine Baghoussi, João Mendes-Moreira
2025 J jnl
Online boxplot derived outlier detection.
Int. J. Data Sci. Anal.
Arefeh Mazarei, Ricardo Teixeira Sousa, João Mendes-Moreira, Slavo Molchanov, Hugo Miguel Mendes Ferreira
2025 — conf
Personalized Counterfactual Explanations via Cluster-Based Fine-Tuning of GANs.
IDEAL (2)
Ahmed A. Fares, João Mendes-Moreira
2025 A* conf
Read-write LSTM: A Novel Approach Integrating Backpropagation to Data in LSTM.
ICDM
Yassine Baghoussi, Carlos Soares, João Mendes-Moreira
2025 J jnl
Sampling approaches to reduce very frequent seasonal time series.
Expert Syst. J. Knowl. Eng.
Afonso Baldo, Paulo J. S. Ferreira, João Mendes-Moreira
2025 J jnl
Spatio-Temporal Predictive Modeling Techniques for Different Domains: a Survey.
ACM Comput. Surv.
Rahul Kumar, Manish Bhanu, João Mendes-Moreira, Joydeep Chandra
2024 — conf
A Fast and Energy-Efficient Method for Online and Incremental Pareto-Front Update.
WF-IoT
Paulo J. S. Ferreira, João Mendes-Moreira, João M. P. Cardoso
2024 — conf
BTS-Z: A Bootstrap Zero-Shot Learning Approach for City Traffic Forecasting.
ANTS
Rahul Kumar, Manish Bhanu, Saswata Roy, João Mendes-Moreira, Joydeep Chandra
2024 — conf
Characterising Class Imbalance in Transportation Mode Detection: An Experimental Study.
IDEAL (2)
Akilu Rilwan Muhammad, Ana Aguiar, João Mendes-Moreira
2024 J jnl
Corrector LSTM: built-in training data correction for improved time-series forecasting.
Neural Comput. Appl.
Yassine Baghoussi, Carlos Soares, João Mendes-Moreira
2024 — conf
Estimating Completeness of Consensus Models: Geometrical and Distributional Approaches.
LOD (1)
Pedro Strecht, João Mendes-Moreira, Carlos Soares
2024 J jnl
Estimating Player Performance in Different Contexts Using Fine-tuned Large Events Models.
CoRR
Tiago Mendes-Neves, Luís Meireles, João Mendes-Moreira
2024 J jnl
Forecasting Events in Soccer Matches Through Language.
CoRR
Tiago Mendes-Neves, Luís Meireles, João Mendes-Moreira
2024 — conf
HiClass4MD: a Hierarchical Classifier for Transportation Mode Detection.
ITSC
Akilu Rilwan Muhammad, Ana Aguiar, João Mendes-Moreira
2024 — conf
Kernel Corrector LSTM.
IDA (2)
Rodrigo Tuna, Yassine Baghoussi, Carlos Soares, João Mendes-Moreira
2024 J jnl
Kernel Corrector LSTM.
CoRR
Rodrigo Tuna, Yassine Baghoussi, Carlos Soares, João Mendes-Moreira
2024 J jnl
Map-matching methods in agriculture.
Comput. Electron. Agric.
Aníbal Silva, João Mendes-Moreira, Carlos Ferreira, Nuno Costa, Duarte Dias
2024 J jnl
Spatio-Temporal Parallel Transformer Based Model for Traffic Prediction.
ACM Trans. Knowl. Discov. Data
Rahul Kumar, João Mendes-Moreira, Joydeep Chandra
2024 J jnl
Towards a Systematic Approach to Design New Ensemble Learning Algorithms.
CoRR
João Mendes-Moreira, Tiago Mendes-Neves
2024 J jnl
Towards a foundation large events model for soccer.
Mach. Learn.
Tiago Mendes-Neves, Luís Meireles, João Mendes-Moreira
2023 J jnl
A Study on Hyperparameters Configurations for an Efficient Human Activity Recognition System.
CoRR
Paulo J. S. Ferreira, João Mendes-Moreira, João M. P. Cardoso
2023 J jnl
A Survey of Advanced Computer Vision Techniques for Sports.
CoRR
Tiago Mendes-Neves, Luís Meireles, João Mendes-Moreira
2023 J jnl
An encoder framework for taxi-demand prediction using spatio-temporal function approximation.
Eng. Appl. Artif. Intell.
Manish Bhanu, Saswata Roy, Shalini Priya, João Mendes-Moreira, Joydeep Chandra
2023 J jnl
Applying Machine Learning to Estimate the Effort and Duration of Individual Tasks in Software Projects.
IEEE Access
André Sousa, Daniel T. Veloso, Henrique M. Gonçalves, João Pascoal Faria, João Mendes-Moreira, Ricardo Graça, Duarte Gomes, Rui Nuno Castro, Pedro Castro Henriques
2023 — conf
Combining Neighbor Models to Improve Predictions of Age of Onset of ATTRv Carriers.
EPIA (2)
Maria Pedroto, Alípio Jorge, João Mendes-Moreira, Teresa Coelho
2023 J jnl
DyGCN-LSTM: A dynamic GCN-LSTM based encoder-decoder framework for multistep traffic prediction.
Appl. Intell.
Rahul Kumar, João Mendes-Moreira, Joydeep Chandra
2023 — conf
Interpreting What is Important: An Explainability Approach and Study on Feature Selection.
EPIA (1)
Eduardo M. Rodrigues, Yassine Baghoussi, João Mendes-Moreira
2023 J jnl
ST-A
Appl. Intell.
Manish Bhanu, Shalini Priya, João Mendes-Moreira, Joydeep Chandra
2023 — conf
Studying the Impact of Sampling in Highly Frequent Time Series.
EPIA (1)
Paulo J. S. Ferreira, João Mendes-Moreira, Arlete Rodrigues
2023 — conf
Symbolic Data Analysis to Improve Completeness of Model Combination Methods.
AI (2)
Pedro Strecht, João Mendes-Moreira, Carlos Soares
2023 C conf
Unsupervised Online Event Ranking for IT Operations.
IDEAL
Tiago Costa Mendes, André Azevedo Barata, Miguel Pereira, João Mendes-Moreira, Rui Camacho, Ricardo Teixeira Sousa
2022 — conf
Density Estimation in High-Dimensional Spaces: A Multivariate Histogram Approach.
ADMA (2)
Pedro Strecht, João Mendes-Moreira, Carlos Soares
2022 — conf
Graph Multi-Head Convolution for Spatio-Temporal Attention in Origin Destination Tensor Prediction.
PAKDD (1)
Manish Bhanu, Rahul Kumar, Saswata Roy, João Mendes-Moreira, Joydeep Chandra
2022 Misc conf
Improving the Prediction of Age of Onset of TTR-FAP Patients Using Graph-Embedding Features.
EPIA
Maria Pedroto, Alípio Jorge, João Mendes-Moreira, Teresa Coelho
2022 — conf
Probabilistic Metric to measure the imbalance in multi-class problems.
LIDTA
Solander Patricio Lopes Agostinho, João Mendes-Moreira
2022 — conf
Tracking Data Visual Representations for Sports Broadcasting Enrichment.
icSPORTS
Murilo Couceiro, Inês Rito Lima, Alexandre Ulisses, Tiago Mendes-Neves, João Mendes-Moreira
2022 J jnl
Valuing Players Over Time.
CoRR
Tiago Mendes-Neves, Luís Meireles, João Mendes-Moreira
2021 Misc conf
A Data-Driven Simulator for Assessing Decision-Making in Soccer.
EPIA
Tiago Mendes-Neves, João Mendes-Moreira, Rosaldo J. F. Rossetti
2021 C conf
An Analysis of the State of the Art of Machine Learning for Risk Assessment in Software Projects (S).
SEKE
André Sousa, João Pascoal Faria, João Mendes-Moreira
2021 J jnl
An ensemble of autonomous auto-encoders for human activity recognition.
Neurocomputing
Kemilly Dearo Garcia, Cláudio Rebelo de Sá, Mannes Poel, Tiago Carvalho, João Mendes-Moreira, João M. P. Cardoso, André C. P. L. F. de Carvalho, Joost N. Kok
2021 — conf
Applying Machine Learning to Risk Assessment in Software Projects.
PKDD/ECML Workshops (2)
André Sousa, João Pascoal Faria, João Mendes-Moreira, Duarte Gomes, Pedro Castro Henriques, Ricardo Graça
2021 — conf
Benchmark of Encoders of Nominal Features for Regression.
WorldCIST (1)
Diogo Seca, João Mendes-Moreira
2021 J jnl
Embedding Traffic Network Characteristics Using Tensor for Improved Traffic Prediction.
IEEE Trans. Intell. Transp. Syst.
Manish Bhanu, João Mendes-Moreira, Joydeep Chandra
2021 J jnl
Inmplode: A framework to interpret multiple related rule-based models.
Expert Syst. J. Knowl. Eng.
Pedro Strecht, João Mendes-Moreira, Carlos Soares
2021 J jnl
Pastprop-RNN: improved predictions of the future by correcting the past.
CoRR
André Baptista, Yassine Baghoussi, Carlos Soares, João Mendes-Moreira, Miguel Arantes
2021 Misc conf
Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning.
EPIA
Ahmed A. Fares, Fábio Vasconcelos, João Mendes-Moreira, Carlos Ferreira
2021 — conf
Transportation Mode Detection from GPS data: A Data Science Benchmark study.
ITSC
Akilu Rilwan Muhammad, Ana Aguiar, João Mendes-Moreira
2020 C conf
Comparing State-of-the-Art Neural Network Ensemble Methods in Soccer Predictions.
ISMIS
Tiago Mendes-Neves, João Mendes-Moreira
2020 J jnl
Hierarchical Qualitative Clustering - clustering mixed datasets with critical qualitative information.
CoRR
Diogo Seca, João Mendes-Moreira, Tiago Mendes-Neves, Ricardo Teixeira Sousa
2020 B conf
Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction.
IDA
João Mendes-Moreira, Mitra Baratchi
2020 — conf
Underground Train Tracking using Mobile Phone Accelerometer Data.
ITSC
Yassine Baghoussi, João Mendes-Moreira, Nuno Moniz, Carlos Soares
2020 J jnl
kNN Prototyping Schemes for Embedded Human Activity Recognition with Online Learning.
Comput.
Paulo J. S. Ferreira, João M. P. Cardoso, João Mendes-Moreira
2019 — conf
A Study on Hyperparameter Configuration for Human Activity Recognition.
SOCO
Kemilly Dearo Garcia, Tiago Carvalho, João Mendes-Moreira, João M. P. Cardoso, André C. P. L. F. de Carvalho
2019 — conf
An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition.
IDEAL (1)
Paulo J. S. Ferreira, Ricardo M. C. Magalhães, Kemilly Dearo Garcia, João M. P. Cardoso, João Mendes-Moreira
2019 — conf
Automatic Switching Between Video and Audio According to User's Context.
EPIA (2)
Paulo J. S. Ferreira, João M. P. Cardoso, João Mendes-Moreira
2019 J jnl
Eating and Drinking Recognition in Free-Living Conditions for Triggering Smart Reminders.
Sensors
Diana Gomes, João Mendes-Moreira, Inês Sousa, Joana Silva
2019 — conf
Energy Efficient Smartphone-Based Users Activity Classification.
EPIA (2)
Ricardo M. C. Magalhães, João M. P. Cardoso, João Mendes-Moreira
2019 B conf
Ensemble Clustering for Novelty Detection in Data Streams.
DS
Kemilly Dearo Garcia, Elaine Ribeiro de Faria, Cláudio Rebelo de Sá, João Mendes-Moreira, Charu C. Aggarwal, André C. P. L. F. de Carvalho, Joost N. Kok
2019 — conf
UnFOOT: Unsupervised Football Analytics Tool.
ECML/PKDD (3)
José Carlos Coutinho, João Mendes-Moreira, Cláudio Rebelo de Sá
2018 — conf
A Cluster-Based Prototype Reduction for Online Classification.
IDEAL (1)
Kemilly Dearo Garcia, André C. P. L. F. de Carvalho, João Mendes-Moreira
2018 — conf
A Framework for Analytical Approaches to Combine Interpretable Models.
SIMBig
Pedro Strecht, João Mendes-Moreira, Carlos Soares
2018 J jnl
A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition.
CoRR
Kemilly Dearo Garcia, Tiago Carvalho, João Mendes-Moreira, João M. P. Cardoso, André C. P. L. F. de Carvalho
2018 — conf
Agribusiness Intelligence: Grape Production Forecast Using Data Mining Techniques.
WorldCIST (3)
Rosana Cavalcante de Oliveira, João Mendes-Moreira, Carlos Abreu Ferreira
2018 Misc conf
Enhancing traffic model of big cities: Network skeleton & reciprocity.
COMSNETS
Manish Bhanu, Joydeep Chandra, João Mendes-Moreira
2018 C conf
Forecasting Traffic Flow in Big Cities Using Modified Tucker Decomposition.
ADMA
Manish Bhanu, Shalini Priya, Sourav Kumar Dandapat, Joydeep Chandra, João Mendes-Moreira
2018 — conf
Generalizing Knowledge in Decentralized Rule-Based Models.
DMLE/IOTSTREAMING@PKDD/ECML
Pedro Strecht, João Mendes-Moreira, Carlos Soares
2018 Misc conf
Impact of Genealogical Features in Transthyretin Familial Amyloid Polyneuropathy Age of Onset Prediction.
PACBB
Maria Pedroto, Alípio Jorge, João Mendes-Moreira, Teresa Coelho
2018 — conf
Instance-Based Stacked Generalization for Transfer Learning.
IDEAL (1)
Yassine Baghoussi, João Mendes-Moreira
2018 B conf
Predicting Age of Onset in TTR-FAP Patients with Genealogical Features.
CBMS
Maria Pedroto, Alípio Jorge, João Mendes-Moreira, Teresa Coelho
2018 — conf
Unsupervised Domain Adaptation for Human Activity Recognition.
IDEAL (1)
Paulo Barbosa, Kemilly Dearo Garcia, João Mendes-Moreira, André C. P. L. F. de Carvalho
2018 Misc conf
Updating a robust optimization model for improving bus schedules.
COMSNETS
Yassine Baghoussi, João Mendes-Moreira, Michael T. M. Emmerich
2017 — conf
autoBagging: Learning to Rank Bagging Workflows with Metalearning.
AutoML@PKDD/ECML
Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira
2017 J jnl
autoBagging: Learning to Rank Bagging Workflows with Metalearning.
CoRR
Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira
2016 J jnl
An online learning approach to eliminate Bus Bunching in real-time.
Appl. Soft Comput.
Luís Moreira-Matias, Oded Cats, João Gama, João Mendes-Moreira, Jorge Freire de Sousa
2016 — conf
CHADE: Metalearning with Classifier Chains for Dynamic Combination of Classifiers.
ECML/PKDD (1)
Fábio Pinto, Carlos Soares, João Mendes-Moreira
2016 — conf
Churn perdiction in the telecom business.
ICDIM
Georgina Esteves, João Mendes-Moreira
2016 — conf
Combining recommendation systems with a dynamic weighted technique.
ICDIM
Pedro Meneses Henriques, João Mendes-Moreira
2016 — conf
Concept Neurons - Handling Drift Issues for Real-Time Industrial Data Mining.
ECML/PKDD (3)
Luís Moreira-Matias, João Gama, João Mendes-Moreira
2016 — conf
Human Activity Recognition by Means of Online Semi-supervised Learning.
MDM (Workshops)
Hugo Louro Cardoso, João Mendes-Moreira
2016 — conf
Improving Human Activity Classification through Online Semi-Supervised Learning.
STREAMEVOLV@ECML-PKDD
Hugo Louro Cardoso, João Mendes-Moreira
2016 — conf
Monitoring Clusters in the Telecom Industry.
WorldCIST (2)
Gonçalo Pereira, João Mendes-Moreira
2016 — conf
Online Failure Prevention from Connected Heating Systems.
STREAMEVOLV@ECML-PKDD
Manuel Mourato, João Mendes-Moreira, Tânia Correia
2016 J jnl
Time-evolving O-D matrix estimation using high-speed GPS data streams.
Expert Syst. Appl.
Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2016 — conf
Towards Automatic Generation of Metafeatures.
PAKDD (1)
Fábio Pinto, Carlos Soares, João Mendes-Moreira
2015 B conf
A Comparative Study of Regression and Classification Algorithms for Modelling Students' Academic Performance.
EDM
Pedro Strecht, Luis Cruz, Carlos Soares, João Mendes-Moreira, Rui Abreu
2015 J jnl
Improving Mass Transit Operations by Using AVL-Based Systems: A Survey.
IEEE Trans. Intell. Transp. Syst.
Luís Moreira-Matias, João Mendes-Moreira, Jorge Freire de Sousa, João Gama
2015 J jnl
Improving the accuracy of long-term travel time prediction using heterogeneous ensembles.
Neurocomputing
João Mendes-Moreira, Alípio Mário Jorge, Jorge Freire de Sousa, Carlos Soares
2015 — conf
On Learning from Taxi GPS Traces (Preamble).
DC@PKDD/ECML
João Mendes-Moreira, Luís Moreira-Matias
2015 — ed.
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), Porto, Portugal, September 7-11, 2015.
DC@ECML/PKDD
Adolfo Martínez Usó, João Mendes-Moreira, Luís Moreira-Matias, Meelis Kull, Nicolas Lachiche
2015 — conf
Pruning Bagging Ensembles with Metalearning.
MCS
Fábio Pinto, Carlos Soares, João Mendes-Moreira
2015 — conf
Urban Logistics Integrated in a Multimodal Mobility System.
ITSC
Jorge Freire de Sousa, João Mendes-Moreira
2015 J jnl
Validating the coverage of bus schedules: A Machine Learning approach.
Inf. Sci.
João Mendes-Moreira, Luís Moreira-Matias, João Gama, Jorge Freire de Sousa
2014 — conf
A Framework To Decompose And Develop Metafeatures.
MetaSel@ECAI
Fábio Pinto, Carlos Soares, João Mendes-Moreira
2014 C conf
An Empirical Methodology to Analyze the Behavior of Bagging.
ADMA
Fábio Pinto, Carlos Soares, João Mendes-Moreira
2014 B conf
An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time.
IDA
Luís Moreira-Matias, João Gama, João Mendes-Moreira, Jorge Freire de Sousa
2014 — conf
An online learning framework for predicting the taxi stand's profitability.
ITSC
Luís Moreira-Matias, João Mendes-Moreira, Michel Ferreira, João Gama, Luís Damas
2014 J jnl
Improving a simulated soccer team's performance through a Memory-Based Collaborative Filtering approach.
Appl. Soft Comput.
Pedro Henriques Abreu, Daniel Castro Silva, Fernando Almeida, João Mendes-Moreira
2014 C conf
Merging Decision Trees: A Case Study in Predicting Student Performance.
ADMA
Pedro Strecht, João Mendes-Moreira, Carlos Soares
2014 C conf
On Predicting a Call Center's Workload: A Discretization-Based Approach.
ISMIS
Luís Moreira-Matias, Rafael Nunes, Michel Ferreira, João Mendes-Moreira, João Gama
2014 J jnl
Using model-based collaborative filtering techniques to recommend the expected best strategy to defeat a simulated soccer opponent.
Intell. Data Anal.
Pedro Henriques Abreu, Daniel Castro Silva, João Portela, João Mendes-Moreira, Luís Paulo Reis
2013 Misc conf
On Predicting the Taxi-Passenger Demand: A Real-Time Approach.
EPIA
Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2013 — conf
On Recommending Urban Hotspots to Find Our Next Passenger.
UDM@IJCAI
Luís Moreira-Matias, Ricardo Fernandes, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2013 J jnl
Predicting Taxi-Passenger Demand Using Streaming Data.
IEEE Trans. Intell. Transp. Syst.
Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2013 J jnl
Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team's Behavior Models.
Int. J. Comput. Intell. Syst.
Pedro Henriques Abreu, Daniel Castro Silva, João Mendes-Moreira, Luís Paulo Reis, Júlio Garganta
2012 — conf
An online recommendation system for the taxi stand choice problem (Poster).
VNC
Luís Moreira-Matias, Ricardo Fernandes, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2012 A* conf
Bus Bunching Detection by Mining Sequences of Headway Deviations.
ICDM
Luís Moreira-Matias, Carlos Ferreira, João Gama, João Mendes-Moreira, Jorge Freire de Sousa
2012 J jnl
Comparing state-of-the-art regression methods for long term travel time prediction.
Intell. Data Anal.
João Mendes-Moreira, Alípio Mário Jorge, Jorge Freire de Sousa, Carlos Soares
2012 J jnl
Ensemble approaches for regression: A survey.
ACM Comput. Surv.
João Mendes-Moreira, Carlos Soares, Alípio Mário Jorge, Jorge Freire de Sousa
2012 B conf
Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules.
IDA
Alípio Mário Jorge, João Mendes-Moreira, Jorge Freire de Sousa, Carlos Soares, Paulo J. Azevedo
2012 B conf
Online Predictive Model for Taxi Services.
IDA
Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas
2012 — conf
Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix.
MLDM
Luís Moreira-Matias, João Mendes-Moreira, João Gama, Pavel Brazdil
2010 — conf
Validation of both number and coverage of bus schedules using AVL data.
ITSC
Luís Moreira-Matias, João Gama, João Mendes-Moreira, Jorge Freire de Sousa
2009 — conf
Ensemble Learning: A Study on Different Variants of the Dynamic Selection Approach.
MLDM
João Mendes-Moreira, Alípio Mário Jorge, Carlos Soares, Jorge Freire de Sousa
2009 B conf
The Effect of Varying Parameters and Focusing on Bus Travel Time Prediction.
PAKDD
João Mendes-Moreira, Carlos Soares, Alípio Mário Jorge, Jorge Freire de Sousa
2006 C conf
Improving SVM-Linear Predictions Using CART for Example Selection.
ISMIS
João Mendes-Moreira, Alípio Mário Jorge, Carlos Soares, Jorge Freire de Sousa