Élisson da Silva Rocha

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
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Publications

2026
[j12]
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Élisson da Silva Rocha, Cleber Matos de Morais, Igor Vitor Teixeira, Kayo Henrique De Carvalho Monteiro, Sebastião Rogério da Silva Neto, Wembley Carvalho, Helio Rubens Soares, Rubem Saldanha, Waldemar Brandão Neto, Patricia Takako Endo:
ANGELS: An Intelligent Gestational Follow-Up System. IEEE Access 14: 42447-42464 (2026)
2025
[j11]
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Hilson G. Vilar de Andrade, Élisson da Silva Rocha, Kayo Henrique De Carvalho Monteiro, Cleber Matos de Morais, Danielle Christine Moura dos Santos, Dimas Cassimiro Nascimento, Raphael A. Dourado, Theo Lynn, Patricia Takako Endo:
On the usage of artificial intelligence in leprosy care: A systematic literature review. PLoS Comput. Biol. 21(6): 1012550 (2025)
[j10]
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Diego de Freitas Bezerra, Élisson da Silva Rocha, Guto Leoni Santos, André Luis Cavalcanti Moreira, Judith Kelner, Djamel Fawzi Hadj Sadok, Glauco Estácio Gonçalves, Maria Valéria Marquezini, Patricia Takako Endo:
A cluster-based solution for service function chain allocation in large-scale infrastructure. J. Supercomput. 81(7): 705 (2025)
2024
[j9]
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Diego de Freitas Bezerra, Guto Leoni Santos, Élisson da Silva Rocha, André L. C. Moreira, Djamel Fawzi Hadj Sadok, Judith Kelner, Glauco Estácio Gonçalves, Amardeep Mehta, Maria Valéria Marquezini, Patricia Takako Endo:
Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach. Simul. Model. Pract. Theory 133: 102927 (2024)
2023
[j8]
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  - journals/access/ChevtchenkoRSMVAA23
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Sérgio F. Chevtchenko, Élisson da Silva Rocha, Monalisa Cristina Moura dos Santos, Ricardo Lins Mota, Diego Moura Vieira, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo:
Anomaly Detection in Industrial Machinery Using IoT Devices and Machine Learning: A Systematic Mapping. IEEE Access 11: 128288-128305 (2023)
[c6]
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  - conf/iccp2/RochaCCM23
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Élisson da Silva Rocha, Sérgio F. Chevtchenko, Lucas F. S. Cambuim, Rafael M. Macieira:
Optimized Pallet Localization Using RGB-D Camera and Deep Learning Models. ICCP 2023: 155-162
[i3]
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  - journals/corr/abs-2307-05163
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Sérgio F. Chevtchenko, Élisson da Silva Rocha, Bruna V. Cruz, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo:
A Mapping Study of Machine Learning Methods for Remaining Useful Life Estimation of Lead-Acid Batteries. CoRR abs/2307.05163 (2023)
[i2]
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  - journals/corr/abs-2307-15807
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Sérgio F. Chevtchenko, Élisson da Silva Rocha, Monalisa Cristina Moura dos Santos, Ricardo Lins Mota, Diego Moura Vieira, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo:
Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping. CoRR abs/2307.15807 (2023)
[i1]
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  - journals/corr/abs-2310-14949
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Sérgio F. Chevtchenko, Monalisa Cristina Moura dos Santos, Diego Moura Vieira, Ricardo Lins Mota, Élisson Rocha, Bruna V. Cruz, Danilo Araújo, Ermeson Carneiro de Andrade:
Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data. CoRR abs/2310.14949 (2023)
2022
[j7]
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Guto Leoni Santos, Diego de Freitas Bezerra, Élisson da Silva Rocha, Leylane Ferreira, André Luis Cavalcanti Moreira, Glauco Estácio Gonçalves, Maria Valéria Marquezini, Ákos Recse, Amardeep Mehta, Judith Kelner, Djamel Sadok, Patricia Takako Endo:
Service Function Chain Placement in Distributed Scenarios: A Systematic Review. J. Netw. Syst. Manag. 30(1): 4 (2022)
[j6]
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  - journals/midm/RochaMMFSE22
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Élisson da Silva Rocha, Flávio Leandro de Morais Melo, Maria Eduarda Ferro de Mello, Barbara Figueiroa, Vanderson de Souza Sampaio, Patricia Takako Endo:
On usage of artificial intelligence for predicting mortality during and post-pregnancy: a systematic review of literature. BMC Medical Informatics Decis. Mak. 22(1): 334 (2022)
2021
[j5]
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  - journals/informatics/BarrosASROLSE21
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Maicon Herverton Lino Ferreira da Silva Barros, Geovanne Oliveira Alves, Lubnnia Morais Florêncio Souza, Élisson da Silva Rocha, João Fausto Lorenzato de Oliveira, Theo Lynn, Vanderson de Souza Sampaio, Patricia Takako Endo:
Benchmarking Machine Learning Models to Assist in the Prognosis of Tuberculosis. Informatics 8(2): 27 (2021)
[j4]
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  - journals/spe/RochaSSBMGMMWKS21
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Élisson da Silva Rocha, Leylane Silva, Guto Leoni Santos, Diego de Freitas Bezerra, André L. C. Moreira, Glauco Estácio Gonçalves, Maria Valéria Marquezini, Amardeep Mehta, Mattias Wildeman, Judith Kelner, Djamel Sadok, Patricia Takako Endo:
Aggregating data center measurements for availability analysis. Softw. Pract. Exp. 51(5): 868-892 (2021)
[j3]
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Diego de Freitas Bezerra, Guto Leoni Santos, Glauco Estácio Gonçalves, André L. C. Moreira, Leylane Graziele Ferreira da Silva, Élisson da Silva Rocha, Maria Valéria Marquezini, Judith Kelner, Djamel Sadok, Amardeep Mehta, Mattias Wildeman, Patricia Takako Endo:
Optimizing NFV placement for distributing micro-data centers in cellular networks. J. Supercomput. 77(8): 8995-9019 (2021)
2020
[j2]
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Guto Leoni Santos, Demis Gomes, Djamel Sadok, Judith Kelner, Élisson Rocha, Patricia Takako Endo:
How do checkpoint mechanisms and power infrastructure failures impact on cloud applications? Int. J. Grid Util. Comput. 11(5): 615-628 (2020)
[c5]
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  - conf/smc/SantosBRFGMKSWM20
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Guto Leoni Santos, Diego de Freitas Bezerra, Élisson Rocha, Leylane Ferreira, Glauco Estácio Gonçalves, André L. C. Moreira, Judith Kelner, Djamel Sadok, Mattias Wildeman, Amardeep Mehta, Patricia Takako Endo:
Analyzing the Impact of Micro Data Centers Failures in Cellular Networks: a Road Race Study. SMC 2020: 3096-3102
2019
[j1]
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  - journals/sensors/SantosEMRSL19
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Guto Leoni Santos, Patricia Takako Endo, Kayo Monteiro, Élisson da Silva Rocha, Ivanovitch Silva, Theo Lynn:
Accelerometer-Based Human Fall Detection Using Convolutional Neural Networks. Sensors 19(7): 1644 (2019)
[c4]
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Leylane Ferreira, Theo Lynn, Patricia Takako Endo, Élisson da Silva Rocha, Kayo Monteiro, Guto Leoni Santos, Francisco Airton Silva, Judith Kelner, Djamel Sadok, Carmelo J. A. Bastos Filho, Pierangelo Rosati:
Optimizing Resource Availability in Composable Data Center Infrastructures. LADC 2019: 1-10
2018
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  - conf/ucc/MonteiroRSSSE18
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Kayo Monteiro, Élisson Rocha, Emerson Remigio da Silva, Guto Leoni Santos, Wylliams Santos, Patricia Takako Endo:
Developing an e-Health System Based on IoT, Fog and Cloud Computing. UCC Companion 2018: 17-18
[c2]
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Élisson Rocha, Kayo Monteiro, Emerson Remigio da Silva, Guto Leoni Santos, Wylliams Santos, Patricia Takako Endo:
Detecting Epileptic Seizures Using Deep Learning with Cloud and Fog Computing. UCC Companion 2018: 19-20
2017
[c1]
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Élisson Rocha, Patricia Takako Endo, Guto Leoni Santos, Juliao Braga, Theo Lynn:
Analyzing the impact of power infrastructure failures on cloud application availability. SMC 2017: 1746-1751

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