Publications with the same authors as the Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11-13, 2021, Proceedings publication

Group by: Tipo Ano Order: Title Year Type of publication

Article in International Scientific Journal

Resource-bounded outlier detection using clustering methods

Torgo, L (Author) (FCUP); Soares, C (Author) (FEP)

2010

Indexing

ISI Web of Knowledge

Scopus - 3 Citations

Model Selection for Time Series Forecasting An Empirical Analysis of Multiple Estimators

Cerqueira, V (Author) (FEUP); Torgo, L (Author) (FCUP); Carlos Soares (Author) (FEUP)

2023

Indexing

ISI Web of Knowledge - 3 Citations

Scopus - 5 Citations

Early anomaly detection in time series: a hierarchical approach for predicting critical health episodes

Cerqueira, V (Author) (FEUP); Torgo, L (Author) (FCUP); Carlos Soares (Author) (FEUP)

2023

Indexing

ISI Web of Knowledge - 1 Citation

Scopus - 4 Citations

Dynamic discretization of continuous attributes

Gama, J (Author) (FEP); Torgo, L (Author) (FEP); Soares, C (Author) (FEP)

1998

Scientific classification Indexing

ISI Web of Knowledge - 17 Citations

Scopus - 23 Citations

FOS: Computer and information sciences

Arbitrage of forecasting experts

Vitor Cerqueira (Author) (Other); Luís Torgo (Author) (FCUP); Fábio Pinto (Author) (Other); Carlos Soares (Author) (FEUP)

2019

Indexing

ISI Web of Knowledge - 24 Citations

Scopus - 30 Citations

A case study comparing machine learning with statistical methods for time series forecasting: size matters

Cerqueira, V (Author) (Other); Torgo, L (Author) (FCUP); Carlos Soares (Author) (FEUP)

2022

Indexing

ISI Web of Knowledge - 20 Citations

Scopus - 26 Citations

Article in International Conference Proceedings Book

RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms

Roque, L (Author) (Other); Carlos Soares (Author) (FEUP); Torgo, L (Author) (Other)

2024

Indexing

ISI Web of Knowledge

Scopus - 1 Citation

Layered Learning for Early Anomaly Detection: Predicting Critical Health Episodes

Vitor Cerqueira (Author) (Other); Luís Torgo (Author) (FCUP); Carlos Soares (Author) (FEUP)

2019

Indexing

Scopus - 5 Citations

Detecting Errors in Foreign Trade Transactions: Dealing with Insufficient Data

Luis Torgo (Author) (FCUP); Welma Pereira (Author) (Other); Carlos Soares (Author) (FEP)

2009

Scientific classification Indexing

ISI Web of Knowledge

Scopus - 1 Citation

FOS: Computer and information sciences

Constructive Aggregation and Its Application to Forecasting with Dynamic Ensembles

Vítor Cerqueira (Author) (Other); Fabio Pinto (Author) (Other); Luis Torgo (Author) (FCUP); Carlos Soares (Author) (FEUP); Nuno Moniz (Author) (Other)

2018

Indexing

ISI Web of Knowledge

Scopus - 5 Citations

INSPEC

Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine

Roque, L (Author) (Other); Soares, C (Author) (Other); Torgo, L (Author) (Other); Vitor Cerqueira (Author) (FEUP); Carlos Soares (Author) (FEUP)

2025

Indexing

Scopus

Arbitrated Ensemble for Time Series Forecasting

Cerqueira, V (Author) (Other); Torgo, L (Author) (FCUP); Pinto, F (Author) (Other); Carlos Soares (Author) (FEUP)

2017

Indexing

ISI Web of Knowledge - 38 Citations

Scopus - 49 Citations

Arbitrated Ensemble for Solar Radiation Forecasting

Cerqueira, V (Author) (Other); Torgo, L (Author) (FCUP); Carlos Soares (Author) (FEUP)

2017

Indexing

ISI Web of Knowledge - 5 Citations

Scopus - 7 Citations

International Conference Proceedings Book

DS

Carlos Soares (Author) (FEUP); Torgo, L (Author) (FCUP)

2021

Publications included(2)

An Analysis of Performance Metrics for Imbalanced Classification (2021)
Gaudreault, JG; Branco, P; João Gama

GANs for Tabular Healthcare Data Generation: A Review on Utility and Privacy (2021)
Coutinho Almeida, J; Pedro Pereira Rodrigues; Ricardo Cruz Correia

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