João Pedro Carvalho Leal Mendes Moreira


AuthID: R-000-7D6

Confirmed Publications: 141



1
TITLE: A Scalable Approach for Unified Large Events Models in Soccer
AUTHORS: Mendes Neves, T; Meireles, L; Mendes Moreira, J ;
PUBLISHED: 2026, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X, VOLUME: 16022
INDEXED IN: Scopus WOS CrossRef Unpaywall
2
TITLE: Personalized Counterfactual Explanations via Cluster-Based Fine-Tuning of GANs
AUTHORS: Ahmed A Fares ; João Cezar Mendes Moreira ;
PUBLISHED: 2026, SOURCE: 26th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2025 in Lecture Notes in Computer Science, VOLUME: 16239 LNCS
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
3
TITLE: STARK: Enhancing Traffic Prediction Through Spatiotemporal Adaptive Refinement With Knowledge Distillation
AUTHORS: Pandey, Shobhit; Sharma, Saurabh; Kumar, Rahul; Moreira, Joao Mendes ; Chandra, Joydeep;
PUBLISHED: 2026, SOURCE: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS
INDEXED IN: Scopus WOS CrossRef
IN MY: CIÊNCIAVITAE
4
TITLE: Characterising Class Imbalance in Transportation Mode Detection: An Experimental Study
AUTHORS: Muhammad, Akilu Rilwan; Aguiar, Ana ; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | CIÊNCIAVITAE
5
TITLE: CSCN: an efficient snapshot ensemble learning based sparse transformer model for long-range spatial-temporal traffic flow prediction  Full Text
AUTHORS: Kumar, Rahul; Moreira, Joao Mendes ; Chandra, Joydeep;
PUBLISHED: 2025, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 39, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef: 1 Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
6
TITLE: Estimating Completeness of Consensus Models: Geometrical and Distributional Approaches
AUTHORS: Strecht, Pedro ; Mendes Moreira, Joao ; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 10th Conference on Machine Learning Optimization and Data Science-LOD-Annual in MACHINE LEARNING, OPTIMIZATION, AND DATA SCIENCE, LOD 2024, PT I, VOLUME: 15508
INDEXED IN: Scopus WOS DBLP CrossRef
7
TITLE: KDBI special issue: Explainability feature selection framework application for LSTM multivariate time-series forecast self optimization  Full Text
AUTHORS: Rodrigues, Eduardo M.; Baghoussi, Yassine; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP | CIÊNCIAVITAE
8
TITLE: Online boxplot derived outlier detection
AUTHORS: Mazarei, Arefeh; Sousa, Ricardo ; Mendes Moreira, Joao ; Molchanov, Slavo; Ferreira, Hugo Miguel;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 19, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 40
IN MY: ORCID | CIÊNCIAVITAE
9
TITLE: Read-write LSTM: A Novel Approach Integrating Backpropagation to Data in LSTM
AUTHORS: Yassine Baghoussi; Carlos Soares; João Mendes Moreira ;
PUBLISHED: 2025, SOURCE: 2025 IEEE International Conference on Data Mining (ICDM)
INDEXED IN: CrossRef
10
TITLE: Sampling approaches to reduce very frequent seasonal time series  Full Text
AUTHORS: Baldo, Afonso; Ferreira, Paulo J. S.; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 1 Unpaywall
IN MY: ORCID | DBLP | CIÊNCIAVITAE
Page 1 of 15. Total results: 141.

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