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Diego Furtado Silva

CV Lattes ORCID


Universidade Federal de São Carlos (UFSCAR). Centro de Ciências Exatas e de Tecnologia (CCET)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Assistant professor at the Computer Science Department in the Federal University of São Carlos, he is graduated in Computer Science and has an M.S. and Ph.D. degrees in Computer Science and Computational Mathematics, all by the Institute of Mathematics and Computer Science of the University of São Paulo. His principal research theme is Data Mining and its applications, with focus on large volumes of continuous sequential data (such as time series and digital signals). Besides, has experience with data preprocessing for Machine Learning applications, class imbalance, and classification of data streams. He is the coordinator of the research group on Data Mining and Applications (MIDAS, the acronym for the group's name in Portuguese), which includes undergrad and graduated students. (Source: Lattes Curriculum)

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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (4)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

SILVA, DIEGO FURTADO; ALVES DE SOUZA, VINICIUS MOURAO; PRADO ALVES BATISTA, GUSTAVO ENRIQUE DE ALMEIDA. A comparative study between MFCC and LSF coefficients in automatic recognition of isolated digits pronounced in Portuguese and English. ACTA SCIENTIARUM-TECHNOLOGY, v. 35, n. 4, p. 621-628, . (12/07295-3, 11/04054-2, 11/17698-5, 12/50714-7)

SILVA, DIEGO F.; SOUZA, VINICIUS M. A.; ELLIS, DANIEL P. W.; KEOGH, EAMONN J.; BATISTA, GUSTAVO E. A. P. A.. Exploring Low Cost Laser Sensors to Identify Flying Insect Species Evaluation of Machine Learning and Signal Processing Methods. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, v. 80, n. 1, SI, p. S313-S330, . (11/17698-5, 13/26151-5, 12/50714-7)

SILVA, DIEGO F.; YEH, CHIN-CHIA M.; ZHU, YAN; BATISTA, GUSTAVO E. A. P. A.; KEOGH, EAMONN. Fast Similarity Matrix Profile for Music Analysis and Exploration. IEEE TRANSACTIONS ON MULTIMEDIA, v. 21, n. 1, p. 29-38, . (13/26151-5, 16/04986-6)

SILVA, DIEGO F.; GIUSTI, RAFAEL; KEOGH, EAMONN; BATISTA, GUSTAVO E. A. P. A.. Speeding up similarity search under dynamic time warping by pruning unpromising alignments. DATA MINING AND KNOWLEDGE DISCOVERY, v. 32, n. 4, p. 988-1016, . (12/08923-8, 13/26151-5, 16/04986-6)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

SILVA, Diego Furtado. Classificação de séries temporais por similaridade e extração de atributos com aplicação na identificação automática de insetos. Dissertação (Mestrado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (11/04054-2

SILVA, Diego Furtado. Mineração de séries temporais por similaridade em larga escala. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (13/26151-5

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