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C

Carlos Soares

universidade do porto

34H-index
336Paper Count
6.0KCitation Count
Published Papers 37
Publication Date
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Subgroup Discovery Using Model Uncertainty: A Feasibility Study
errPROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I
IF0
err2026-01-01
err0
PREAI
errPereira, Ana Cravidao; Folgado, Duarte; Barandas, Marilia; Soares, Carlos; Carreiro, Andre
errShare
errSave
Benchmarking Time Series Feature Extraction for Algorithm Selection
errPROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I
IF0
err2026-01-01
err1
PREAI
errSantos, Moises; Cerqueira, Vitor; Soares, Carlos
errShare
errSave
MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X
IF0
err2026-01-01
err0
PREAI
errInacio, Ricardo; Cerqueira, Vitor; Barandas, Marilia; Soares, Carlos
errShare
errSave
A New Proposal of Layer Insertion in Stacked Autoencoder Neural Networks
errPROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I
IF0
err2026-01-01
err0
PREAI
errViana, Francisco dos Santos; Lopes Pereira, Bianca Valeria; Santos, Moises; Soares, Carlos; Neto, Areolino de Almeida
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errSave
Shapley value-based data valuation for machine learning data markets
errDiscover Applied Sciences
IF2.4
err2025-12-02
err0
errOAAI
errHajar Baghcheband; Carlos Soares; Luis Paulo Reis
errShare
errSave
Mast: interpretable stress testing via meta-learning for forecasting model robustness evaluation
errMachine Learning
IF2.9
err2025-10-15
err0
PREAI
errRicardo Inácio; Vitor Cerqueira; Marília Barandas; Carlos Soares
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errSave
When Fabry was not the one to blame
errNephrology Dialysis Transplantation
IF5.6
err2025-10-01
err0
errOAAI
errSilva, Catarina Oliveira; Viana, Johanna; Coelho, Claudia; Falcao, Luis; Soares, Carlos
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errSave
Modelradar: aspect-based forecast evaluation
errMachine Learning
IF2.9
err2025-09-09
err0
errOAAI
errVitor Cerqueira; Luis Roque; Carlos Soares
errShare
errSave
Reducing algorithm configuration spaces for efficient search
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2025-04-01
err0
errOAAI
errFreitas, Fernando; Brazdil, Pavel; Soares, Carlos
errShare
errSave
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images
errPATTERN RECOGNITION LETTERS
IF3.3
err2025-03-01
err0
errOAAI
errRoberto, Guilherme F.; Pereira, Danilo C.; Martins, Alessandro S.; Tosta, Thaina A. A.; Soares, Carlos; Lumini, Alessandra; Rozendo, Guilherme B.; Neves, Leandro A.; Nascimento, Marcelo Z.
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errSave
Characterizing pioneer plants for phytoremediation of mercury-contaminated urban soils
errINTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY
IF3.4
err2025-01-06
err0
PREAI
errSoares, C. dos Santos; Lopes, V. J. Santos; de Freitas, F.; Cordova, M. O.; Cavalheiro, L.; Battirola, L. D.; de Andrade, R. L. T.
errShare
errSave
Machine Learning Data Market Based on Multiagent Systems
errIEEE INTERNET COMPUTING
IF4.4
err2024-07-01
err0
PREAI
errBaghcheband, Hajar; Soares, Carlos; Reis, Luis Paulo
errShare
errSave
Multidimensional subgroup discovery on event logs
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-07-01
err0
PREAI
errRibeiro, J.; Fontes, T.; Soares, C.; Borges, J. L.
errShare
errSave
METAFORE: algorithm selection for decomposition-based forecasting combinations
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2024-05-29
err0
PREAI
errSantos, Moises; de Carvalho, Andre; Soares, Carlos
errShare
errSave
Early anomaly detection in time series: a hierarchical approach for predicting critical health episodes
errMACHINE LEARNING
IF2.9
err2023-02-27
err0
errOAAI
errCerqueira, Vitor; Torgo, Luis; Soares, Carlos
errShare
errSave
On the joint-effect of class imbalance and overlap: a critical review
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2022-03-24
err46
PREAI
errSantos, Miriam Seoane; Abreu, Pedro Henriques; Japkowicz, Nathalie; Fernandez, Alberto; Soares, Carlos; Wilk, Szymon; Santos, Joao
errShare
errSave
Meta-features for meta-learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-03-01
err47
errOAAI
errRivolli, Adriano; Garcia, Luis P. F.; Soares, Carlos; Vanschoren, Joaquin; de Carvalho, Andre C. P. L. F.
errShare
errSave
Inmplode: A framework to interpret multiple related rule-based models
errEXPERT SYSTEMS
IF2.3
err2021-05-18
err3
PREAI
errStrecht, Pedro; Mendes-Moreira, Joao; Soares, Carlos
errShare
errSave
VEST: automatic feature engineering for forecasting
errMACHINE LEARNING
IF2.9
err2021-04-06
err13
errOAAI
errCerqueira, Vitor; Moniz, Nuno; Soares, Carlos
errShare
errSave
An empirical analysis of binary transformation strategies and base algorithms for multi-label learning
errMACHINE LEARNING
IF2.9
err2020-06-10
err13
errOAAI
errRivolli, Adriano; Read, Jesse; Soares, Carlos; Pfahringer, Bernhard; de Carvalho, Andre C. P. L. F.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
André C. P. L. F. de Carvalho
H-index: 60 · Papers: 731
B
Bernhard Pfahringer
H-index: 52 · Papers: 313
A
Alessandra Lumini
H-index: 46 · Papers: 269
N
Nathalie Japkowicz
H-index: 46 · Papers: 246
P
Paulo Cortez
H-index: 44 · Papers: 341
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