Concepedia

Telmo M. Silva Filho

TM

13

Publications

1.2K

Citations

11

H-Index

2015

Active since

Affiliations

Universidade Federal da Paraíba(Current)

Universidade Federal de Pernambuco

University of Tartu

University of Bristol

Cabot (United States)

Telmo M. Silva Filho is an author at Universidade Federal da Paraíba specializing in engineering, statistics, and data science.

Top concepts

EngineeringStatisticsData SciencePredictive AnalyticsMachine LearningPattern RecognitionManagementCalibrationData MiningComputer Science

Publications per year

2015–2023

13

Publications

13

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017)

Meelis Kull, Telmo M. Silva Filho, Peter Flach · 2017 · 402 citations

Artificial Intelligence, 20Th International Conference, Engineering +6

Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration

Meelis Kull, Miquel Perelló-Nieto, Markus Kängsepp et al. · arXiv (Cornell University) · 2019 · 161 citations · Full text

Engineering, Machine Learning, Statistical Foundation +24

Hybrid methods for fuzzy clustering based on fuzzy c-means and improved particle swarm optimization

Telmo M. Silva Filho, Bruno Almeida Pimentel, Renata M.C.R. de Souza et al. · Expert Systems with Applications · 2015 · 151 citations

Hybrid Methods, Fuzzy Logic, Engineering +6

Classifier calibration: a survey on how to assess and improve predicted class probabilities

Telmo M. Silva Filho, Hao Song, Miquel Perelló-Nieto et al. · Machine Learning · 2023 · 103 citations · Full text

Classifier Calibration, Engineering, Machine Learning +20

Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers

Meelis Kull, Telmo M. Silva Filho, Peter Flach · Bristol Research (University of Bristol) · 2017 · 94 citations · Full text

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