João Pedro Carvalho Leal Mendes Moreira


AuthID: R-000-7D6

Confirmed Publications: 142



1
TITLE: A Scalable Approach for Unified Large Events Models in Soccer
AUTHORS: Mendes Neves, Tiago; Meireles, Luis; Mendes Moreira, Joao ;
PUBLISHED: 2026, SOURCE: 2025 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases-ECML PKDD-Annual 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: Fares, Ahmed A. ; Mendes Moreira, Joao ;
PUBLISHED: 2026, SOURCE: 26th International Conference on Intelligent Data Engineering and Automated Learning-IDEAL in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT II, VOLUME: 16239
INDEXED IN: Scopus WOS CrossRef Unpaywall
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: ORCID | 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
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: 25th IEEE International Conference on Data Mining, ICDM 2025 in ICDM
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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: 142.

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