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João Pedro Carvalho Leal Mendes Moreira
AuthID:
R-000-7D6
Publications
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Proceedings Paper (86)
Article (38)
Unpublished (4)
Article in Press (2)
Proceedings (1)
Data Paper (1)
Book (1)
Phd Thesis (1)
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Confirmed Publications: 134
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
2
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
3
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
4
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
5
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
6
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
7
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
8
TITLE:
BTS-Z: A Bootstrap Zero-Shot Learning Approach for City Traffic Forecasting
AUTHORS:
Rahul Kumar; Manish Bhanu; Saswata Roy;
Joao Mendes Moreira
; Joydeep Chandra;
PUBLISHED:
2024
,
SOURCE:
18th IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2024
in
International Symposium on Advanced Networks and Telecommunication Systems, ANTS
INDEXED IN:
Scopus
CrossRef
Unpaywall
IN MY:
ORCID
9
TITLE:
Corrector LSTM: built-in training data correction for improved time-series forecasting
Full Text
AUTHORS:
Yassine Baghoussi
;
Carlos Soares
;
João Mendes Moreira
;
PUBLISHED:
2024
,
SOURCE:
Neural Comput. Appl.,
VOLUME:
36,
ISSUE:
26
INDEXED IN:
Scopus
DBLP
CrossRef
:
3
Unpaywall
IN MY:
ORCID
|
CIÊNCIAVITAE
10
TITLE:
Estimating Completeness of Consensus Models: Geometrical and Distributional Approaches
AUTHORS:
Pedro Strecht
;
João Mendes Moreira
;
Carlos Soares
;
PUBLISHED:
2024
,
SOURCE:
10th International Conference on Machine Learning, Optimization, and Data Science, LOD 2024
in
Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part I,
VOLUME:
15508
INDEXED IN:
Scopus
DBLP
CrossRef
IN MY:
ORCID
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