Advanced search
Start date
Betweenand

Ana Carolina Lorena

CV Lattes GoogleMyCitations ResearcherID ORCID


Ministério da Defesa (Brasil). Instituto Tecnológico de Aeronáutica (ITA). Divisão de Ciência da Computação (IEC)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Graduate at Computer Science from Universidade de São Paulo (2001) and PhD at Computer Science from Universidade de São Paulo - São Carlos (2006). Professor at Instituto Tecnológico de Aeronáutica (ITA). Has experience in Computer Science, focusing on Artificial Intelligence, acting on the following subjects: supervised Machine Learning, Data Mining, Data Science. (Source: Lattes Curriculum)

Research grants
Scholarships in Brazil
Scholarships abroad
FAPESP support in numbers * Updated April 10, 2021
Total / Available in English
Most frequent collaborators in research granted by FAPESP
Contact researcher

Use this Research Supported by FAPESP (BV/FAPESP) channel only to send messages referring to FAPESP-funded scientific projects.


 

 

 

 

Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (13)

(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)

Publications12
Citations25
Cit./Article2.1
Data from Web of Science

GARCIA, LUIS P. F.; LEHMANN, JENS; DE CARVALHO, ANDRE C. P. L. F.; LORENA, ANA C.. New label noise injection methods for the evaluation of noise filters. KNOWLEDGE-BASED SYSTEMS, v. 163, p. 693-704, . Web of Science Citations: 0. (16/18615-0, 13/07375-0, 12/22608-8)

PISANI, PAULO HENRIQUE; POH, NORMAN; DE CARVALHO, ANDRE C. P. L. F.; LORENA, ANA CAROLINA. Score normalization applied to adaptive biometric systems. COMPUTERS & SECURITY, v. 70, p. 565-580, . Web of Science Citations: 2. (12/25032-0, 13/07375-0, 12/22608-8)

LORENA, ANA C.; MACIEL, ARON I.; DE MIRANDA, PERICLES B. C.; COSTA, IVAN G.; PRUDENCIO, RICARDO B. C.. Data complexity meta-features for regression problems. MACHINE LEARNING, v. 107, n. 1, SI, p. 209-246, . Web of Science Citations: 5. (12/22608-8)

MORALES, PABLO; LUENGO, JULIAN; GARCIA, LUIS P. F.; LORENA, ANA C.; DE CARVALHO, ANDRE C. P. L. F.; HERRERA, FRANCISCO. The NoiseFiltersR Package: Label Noise Preprocessing in R. R JOURNAL, v. 9, n. 1, p. 219-228, . Web of Science Citations: 3. (13/07375-0, 12/22608-8, 11/14602-7)

PISANI, PAULO HENRIQUE; LORENA, ANA CAROLINA; DE CARVALHO, ANDRE C. P. L. F.. Adaptive algorithms applied to accelerometer biometrics in a data stream context. Intelligent Data Analysis, v. 21, n. 2, p. 353-370, . Web of Science Citations: 3. (12/25032-0, 13/07375-0, 12/22608-8)

TRAMBAIOLLI, L. R.; SPOLAOR, N.; LORENA, A. C.; ANGHINAH, R.; SATO, J. R.. Feature selection before EEG classification supports the diagnosis of Alzheimer's disease. CLINICAL NEUROPHYSIOLOGY, v. 128, n. 10, p. 2058-2067, . Web of Science Citations: 10. (13/10952-9, 12/22608-8, 13/10498-6, 13/00506-1)

LORENA, ANA C.; CARVALHO, ANDRÉ C. P. L. F. DE. Evaluation of noise reduction techniques in the splice junction recognition problem. GENETICS AND MOLECULAR BIOLOGY, v. 27, n. 4, p. 665-672, .

BARELLA, VICTOR H.; GARCIA, LUIS P. F.; DE SOUTO, MARCILIO C. P.; LORENA, ANA C.; DE CARVALHO, ANDRE C. P. L. F.. Assessing the data complexity of imbalanced datasets. INFORMATION SCIENCES, v. 553, p. 83-109, . Web of Science Citations: 0. (13/07375-0, 15/01382-0, 12/22608-8)

QUITERIO, THAISE M.; LORENA, ANA C.. Using complexity measures to determine the structure of directed acyclic graphs in multiclass classification. APPLIED SOFT COMPUTING, v. 65, p. 428-442, . Web of Science Citations: 1. (12/22608-8, 15/17291-3)

SPOLAOR, NEWTON; LORENA, ANA CAROLINA; LEE, HUEI DIANA. Feature Selection via Pareto Multi-objective Genetic Algorithms. APPLIED ARTIFICIAL INTELLIGENCE, v. 31, n. 9-10, p. 764-791, . Web of Science Citations: 0. (09/12963-2, 12/22608-8)

PISANI, PAULO HENRIQUE; LORENA, ANA CAROLINA; DE CARVALHO, ANDRE C. P. L. F.. Adaptive Biometric Systems Using Ensembles. IEEE INTELLIGENT SYSTEMS, v. 33, n. 2, p. 19-28, . Web of Science Citations: 1. (12/25032-0, 13/07375-0, 12/22608-8)

PIMENTEL, BRUNO ALMEIDA; DE CARVALHO, ANDRE C. P. L. F.. A Meta-learning approach for recommending the number of clusters for clustering algorithms. KNOWLEDGE-BASED SYSTEMS, v. 195, . Web of Science Citations: 0. (16/18615-0, 17/20265-0, 12/22608-8)

RIVOLLI, ADRIANO; READ, JESSE; SOARES, CARLOS; PFAHRINGER, BERNHARD; DE CARVALHO, ANDRE C. P. L. F.. An empirical analysis of binary transformation strategies and base algorithms for multi-label learning. MACHINE LEARNING, v. 109, n. 8, . Web of Science Citations: 0. (16/18615-0, 13/07375-0, 12/22608-8)

Academic Publications

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

LORENA, Ana Carolina. "Investigação de estratégias para a geração de máquinas de vetores de suporte multiclasses". Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (02/00969-7

Please report errors in researcher information by writing to: cdi@fapesp.br.
X

Report errors in this page


Error details: