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Education and qualifications (1)

Universidade de Pernambuco: Recife, PE, BR

2017-07-01 to 2018-07-31 | Post-Doctor in Computer Engineering (Department of Computing)
Education
Source: Self-asserted source
Sidney Lima

Works (24)

Time series forecasting with exogenous variables: a literature review to identify promising gaps in computational research

Revista Principia
2025-01-15 | Journal article
DOI: 10.18265/2447-9187a2025id8575
Contributors: Rafael Diniz Toscano de Lima; Sergio Murilo Maciel Fernandes; Sidney Marlon Lopes de Lima
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Dejavu Forensic: Using Support Vector Machine to Improve Recovery Results for Formatted Data in JPEG and PNG Extensions

2024-07-16 | Preprint
DOI: 10.21203/rs.3.rs-4731277/v1
Contributors: Islan Amorim Bezerra; Sidney Marlon Lopes de Lima; Rubens Karman Paula da Silva
Source: check_circle
Crossref

Next-generation antivirus for JavaScript malware detection based on dynamic features

Knowledge and Information Systems
2024-02 | Journal article
DOI: 10.1007/s10115-023-01978-4
Contributors: Sidney M. L. de Lima; Danilo M. Souza; Ricardo P. Pinheiro; Sthéfano H. M. T. Silva; Petrônio G. Lopes; Rafael D. T. de Lima; Jemerson R. de Oliveira; Thyago de A. Monteiro; Sérgio M. M. Fernandes; Edison de Q. Albuquerque et al.
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Next-generation antivirus endowed with web-server Sandbox applied to audit fileless attack

Soft Computing
2023-02 | Journal article
DOI: 10.1007/s00500-022-07447-4
Contributors: Sidney M. L. Lima; Sthéfano H. M. T. Silva; Ricardo P. Pinheiro; Danilo M. Souza; Petrônio G. Lopes; Rafael D. T. de Lima; Jemerson R. de Oliveira; Thyago de A. Monteiro; Sérgio M. M. Fernandes; Edison de Q. Albuquerque et al.
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Crossref

Feature Selection Based on Dialectical Optimization Algorithm for Breast Lesion Classification in Thermographic Images

2022-07-01 | Book chapter
DOI: 10.4018/978-1-6684-7136-4.ch005
Contributors: Jessiane Mônica Silva Pereira; Maíra Araújo de Santana; Clarisse Lins de Lima; Rita de Cássia Fernandes de Lima; Sidney Marlon Lopes de Lima; Wellington Pinheiro dos Santos
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Crossref

Next-Generation Antivirus endowed with Web-Server SandBox Applied to Audit Fileless Attack

2022-02-23 | Preprint
DOI: 10.21203/rs.3.rs-390916/v1
Contributors: Sidney Lima; Sthéfano Silva; Ricardo Pinheiro; Danilo Souza; Petrônio Lopes; Rafael Lima; Jemerson Oliveira; Thyago Monteiro; Sérgio Fernandes; Edison Albuquerque et al.
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Crossref

Antivirus applied to JAR malware detection based on runtime behaviors

Scientific Reports
2022-02-04 | Journal article
DOI: 10.1038/s41598-022-05921-5
Contributors: Ricardo P. Pinheiro; Sidney M. L. Lima; Danilo M. Souza; Sthéfano H. M. T. Silva; Petrônio G. Lopes; Rafael D. T. de Lima; Jemerson R. de Oliveira; Thyago de A. Monteiro; Sérgio M. M. Fernandes; Edison de Q. Albuquerque et al.
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Crossref

Feature Selection Based on Dialectical Optimization Algorithm for Breast Lesion Classification in Thermographic Images

2021 | Book chapter
DOI: 10.4018/978-1-7998-3456-4.ch004
Contributors: Jessiane Mônica Silva Pereira; Maíra Araújo de Santana; Clarisse Lins de Lima; Rita de Cássia Fernandes de Lima; Sidney Marlon Lopes de Lima; Wellington Pinheiro dos Santos
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Crossref

Limitation of COTS Antiviruses

Handbook of Research on Cyber Crime and Information Privacy
2021 | Book chapter
DOI: 10.4018/978-1-7998-5728-0.ch020
Part of ISBN: 9781799857280
Part of ISBN: 9781799857297
Part of ISSN: 1948-9730
Part of ISSN: 1948-9749
Source: Self-asserted source
Sidney Lima

Artificial intelligence-based antivirus in order to detect malware preventively

Progress in Artificial Intelligence
2021-03-30 | Journal article
DOI: 10.1007/s13748-020-00220-4
Contributors: Sidney M. L. de Lima; Heverton K. de L. Silva; João H. da S. Luz; Hercília J. do N. Lima; Samuel L. de P. Silva; Anna B. A. de Andrade; Alisson M. da Silva
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Crossref

Gauss–Seidel Extreme Learning Machines

SN Computer Science
2020-07 | Journal article
DOI: 10.1007/s42979-020-00232-w
Part of ISSN: 2662-995X
Part of ISSN: 2661-8907
Source: Self-asserted source
Sidney Lima

NGAV (Next-Generation Antivirus) Especialista na Detecção de Cyber-Ataques

2019 | Journal article
DOI: 10.12957/cadinf
Part of ISSN: 1413-9014
Part of ISSN: 2317-2193
Source: Self-asserted source
Sidney Lima

Next Generation Antivirus Applied to Jar Malware Detection based on Runtime Behaviors using Neural Networks

2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD)
2019-05 | Conference paper
DOI: 10.1109/cscwd.2019.8791864
ISBN: 9781728103501
Source: Self-asserted source
Sidney Lima

Antivírus dotado de Rede Neural Artificial visando Detectar Malwares Preventivamente

iSys - Brazilian Journal of Information Systems
2018-12-21 | Journal article
DOI: 10.5753/isys.2018.376
Part of ISSN: 1984-2902
Source: Self-asserted source
Sidney Lima

Detection and classification of masses in mammographic images in a multi-kernel approach

Computer Methods and Programs in Biomedicine
2016-10 | Journal article
DOI: 10.1016/j.cmpb.2016.04.029
Contributors: Sidney M.L. de Lima; Abel G. da Silva-Filho; Wellington Pinheiro dos Santos
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Crossref

Fuzzy Morphological Extreme Learning Machines to detect and classify masses in mammograms

2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
2015-08 | Conference paper
DOI: 10.1109/fuzz-ieee.2015.7337975
ISBN: 9781467374286
Source: Self-asserted source
Sidney Lima

Morphological extreme learning machines applied to detect and classify masses in mammograms

2015 International Joint Conference on Neural Networks (IJCNN)
2015-07 | Conference paper
DOI: 10.1109/ijcnn.2015.7280774
ISBN: 9781479919604
Source: Self-asserted source
Sidney Lima

A methodology for classification of lesions in mammographies using Zernike Moments, ELM and SVM Neural Networks in a multi-kernel approach

2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2014-10 | Conference paper
DOI: 10.1109/smc.2014.6974041
Part of ISBN: 9781479938407
Source: Self-asserted source
Sidney Lima

Segmentation of Mammography by Applying Extreme Learning Machine in Tumor Detection

Intelligent Data Engineering and Automated Learning - IDEAL 2012
2012 | Book chapter
DOI: 10.1007/978-3-642-32639-4_12
Part of ISBN: 9783642326387
Part of ISBN: 9783642326394
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Sidney Lima

Computational Evaluation of Tumor Dimensions in Medical Images of Breast Cancer

XXII Congresso Brasileiro de Engenharia Biomédica
2010 | Conference paper
Source: Self-asserted source
Sidney Lima

Low Power RTL Exploration Mechanism Based on the Cache Parameters

2009 International Conference on Reconfigurable Computing and FPGAs
2009-12 | Conference paper
DOI: 10.1109/reconfig.2009.63
Part of ISBN: 9781424452934
Source: Self-asserted source
Sidney Lima

Mecanismo de Otimização de Consumo de Energia e Desempenho baseado na Variação de Parâmetros de Memória Cache e do Processador NIOSII

WSCAD-SSC - Simpósio em Sistemas Computacionais de Alto Desempenho
2008-11-01 | Conference paper
Source: Self-asserted source
Sidney Lima

Energy consumption reduction mechanism by tuning cache configuration usign NIOS II processor

2008 IEEE International SOC Conference
2008-09 | Conference paper
DOI: 10.1109/socc.2008.4641530
ISBN: 9781424425969
Source: Self-asserted source
Sidney Lima

Mecanismo para redução do consumo de energia e ganho de desempenho através do ajuste da configuração de caches usando o processador NIOS II

WSCAD - Simpósio de Sistemas Computacionais de Alto Desempenho
2007-10-24 | Conference paper
Source: Self-asserted source
Sidney Lima
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