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João Pedro Carvalho Leal Mendes Moreira
AuthID:
R-000-7D6
Publications
Confirmed
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Document Source:
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Document Type:
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Proceedings Paper (86)
Article (39)
Unpublished (4)
Article in Press (2)
Proceedings (1)
Book (1)
Data Paper (1)
Phd Thesis (1)
Review (1)
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Confirmed Publications: 136
1
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
2
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
3
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
IN MY:
ORCID
4
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
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
5
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
:
11
IN MY:
ORCID
|
CIÊNCIAVITAE
6
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
7
TITLE:
Spatio-Temporal Predictive Modeling Techniques for Different Domains: a Survey
AUTHORS:
Kumar, Rahul; Bhanu, Manish;
Mendes moreira, Joao
; Chandra, Joydeep;
PUBLISHED:
2025
,
SOURCE:
ACM COMPUTING SURVEYS,
VOLUME:
57,
ISSUE:
2
INDEXED IN:
Scopus
WOS
CrossRef
:
3
Unpaywall
IN MY:
ORCID
|
CIÊNCIAVITAE
8
TITLE:
Survey on machine learning applied to CNC milling processes
AUTHORS:
Pasandidehpoor, Mohammad; Nogueira, Ana Rita;
Mendes Moreira, Joao
; Sousa, Ricardo;
PUBLISHED:
2025
,
SOURCE:
ADVANCES IN MANUFACTURING
INDEXED IN:
Scopus
WOS
CrossRef
9
TITLE:
A Fast and Energy-Efficient Method for Online and Incremental Pareto-Front Update
AUTHORS:
Paulo J S Ferreira
;
João Mendes Moreira
;
João M P Cardoso
;
PUBLISHED:
2024
,
SOURCE:
10th IEEE World Forum on Internet of Things, WF-IoT 2024
in
10th IEEE World Forum on Internet of Things, WF-IoT 2024, Ottawa, ON, Canada, November 10-13, 2024
INDEXED IN:
Scopus
DBLP
CrossRef
IN MY:
ORCID
10
TITLE:
An Unsupervised Chatter Detection Method Based on AE and DBSCAN Clustering Utilizing Internal CNC Machine Signals
AUTHORS:
Mohammad Pasandidehpoor ---;
Joao Mendes-Moreira
;
PUBLISHED:
2024
INDEXED IN:
CrossRef
IN MY:
ORCID
|
CIÊNCIAVITAE
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