Israel Mendonça dos Santos

Doutor em Engenharia pela Kyushu University (2019), M.Sc. em Engenharias de Sistemas e Computação na COPPE - UFRJ (2014) e Bacharel em Ciência da Computação pela Universidade do Estado do Rio de Janeiro (2011). Áreas de Interesse: Recommendation Systems, Data Visualization, Arquitetura de Computadores, Redes de Interconexão, Programação Paralela, Aprendizado de Máquina e Algoritmos Distribuidos.

Informações coletadas do Lattes em 27/08/2025

Acadêmico

Formação acadêmica

Doutorado em Systems Engineering

2015 - 2019

Kyushu University
Título: Improving Performance of Text Recommender Systems
Orientador: Akira Fukuda
Coorientador: Kazuaki Murakami, Antoine Trouve. Bolsista do(a): Conselho Nacional de Desenvolvimento Científico e Tecnológico, CNPq, Brasil.

Mestrado em Engenharia de Sistemas e Computação

2012 - 2014

Universidade Federal do Rio de Janeiro
Título: RAF: ROTEADOR ASSINCRONO FLEXIVEL PARA REDES INTRA-CHIP
, Ano de Obtenção: 2014.Felipe Maia Galvão França.Coorientador: Victor Mauro Goulart Ferreira. Bolsista do(a): Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, CAPES, Brasil. Palavras-chave: Arquitetura de Computadores.Grande área: Ciências Exatas e da Terra

Graduação em Ciencias da Computação

2007 - 2010

Universidade do Estado do Rio de Janeiro

Formação complementar

2009 - 2009

Engenharia de Software para Sistemas Embarcados. (Carga horária: 6h). , Sociedade Brasileira de Computação, SBC, Brasil.

2009 - 2009

Uma introdução a programaão em LUA. (Carga horária: 6h). , Sociedade Brasileira de Computação, SBC, Brasil.

Idiomas

Inglês

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Espanhol

Compreende Razoavelmente, Fala Razoavelmente, Lê Razoavelmente, Escreve Razoavelmente.

Português

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Francês

Compreende Pouco, Fala Pouco, Lê Pouco, Escreve Pouco.

Japonês

Compreende Bem, Fala Razoavelmente, Lê Razoavelmente, Escreve Razoavelmente.

Áreas de atuação

Grande área: Ciências Exatas e da Terra / Área: Ciência da Computação.

Grande área: Ciências Exatas e da Terra / Área: Ciência da Computação / Subárea: Arquitetura de Computadores.

Grande área: Ciências Exatas e da Terra / Área: Ciência da Computação / Subárea: Sistemas de Computação/Especialidade: Arquitetura de Sistemas de Computação.

Participação em eventos

Programa de Verão do LNCC. 2011. (Congresso).

XIV Ibero-American Conference on Software Engineering. 2011. (Congresso).

Escola Regional de Informática. Ambientes virtuais 3D desenvolvidos com as linguagens JAVA3D e X3D.. 2010. (Congresso).

20ºUERJ Sem Muros.Ambientes Virtuais 3D desenvolvidos com a linguagem X3D. 2009. (Outra).

Anima ECO - Animação, Jogos e Realidade Virtual.. 2009. (Seminário).

VIII Semana do IME. 2009. (Outra).

XXIX Congresso da Sociedade Brasileira de Computação. 2009. (Congresso).

19ºUERJ Sem Muros.DESENVOLVIMENTO DE AMBIENTES VIRTUAIS CONTENDO AGENTES INTELIGENTES. 2008. (Outra).

Encontro Regional de Matematica Aplicada e Computacional. 2008. (Congresso).

I Encontro de Comunicação Digital. 2008. (Encontro).

Orientou

Yuto Inokuchi

Optimization of Efficient Node Reduction for GNN-Based Traffic Speed Forecasting; 2024; Dissertação (Mestrado em Electric, Electronic and Information Engineering) - Kumamoto University, ; Coorientador: Israel Mendonça dos Santos;

Kosei Kobayashi

Optimizing Wireless Sensor Network Topology With Deep Reinforcement Learning for Multi-Source/Destination Scenarios; 2024; Dissertação (Mestrado em Electric, Electronic and Information Engineering) - Kumamoto University, ; Coorientador: Israel Mendonça dos Santos;

Kotaro Yasuda

Disaster Image Tagging Using Generative AI for Digital Archives; 2024; Dissertação (Mestrado em Electric, Electronic and Information Engineering) - Kumamoto University, ; Coorientador: Israel Mendonça dos Santos;

Luis Francisco Japa Soto

HYPERPARAMETER OPTIMIZATION OF ARTIFICIAL NEURAL NETWORKS WITH GENETIC ALGORITHMS; 2023; Tese (Doutorado em Electric, Electronic, and Information Engineer) - Kumamoto University, ; Coorientador: Israel Mendonça dos Santos;

Produções bibliográficas

BUYANKHISHIG, MUNKHBUYAN ; SHWE, THANDA ; MENDONÇA, ISRAEL ; ARITSUGI, MASAYOSHI . Heterogeneous Graph Neural Network Framework for Session-Based Cyberbullying Detection. IEEE Access , v. 13, p. 110926-110940, 2025.
WIHANDIKA, RANDY CAHYA ; MENDONÇA, ISRAEL ; ARITSUGI, MASAYOSHI . Interaction-Aware Scene Debiasing for Action Recognition. IEEE Access , v. 13, p. 107856-107871, 2025.
FATYANOSA, TIRANA NOOR ; FIRDAUSANTI, NENI ALYA ; PRAYOGA, PUTU HANGGA NAN ; KURIU, MINOKI ; ARITSUGI, MASAYOSHI ; MENDONÇA, ISRAEL . Meta-learning for vessel time series data imputation method recommendation. EXPERT SYSTEMS WITH APPLICATIONS , v. 251, p. 124016, 2024.
SANTOSO, NOVIYANTI ; MENDONÇA, ISRAEL ; ARITSUGI, MASAYOSHI . TAWC: Text Augmentation with Word Contributions for Imbalance Aspect-Based Sentiment Classification. Applied Sciences-Basel , v. 14, p. 8738, 2024.
SENOO, ELISHA ELIKEM KOFI ; ANGGRAINI, LIA ; KUMI, JACQUELINE ASOR ; KAROLINA, LUNA BUNGA ; AKANSAH, EBENEZER ; SULYMAN, HAFEEZ AYO ; MENDONÇA, ISRAEL ; ARITSUGI, MASAYOSHI . IoT Solutions with Artificial Intelligence Technologies for Precision Agriculture: Definitions, Applications, Challenges, and Opportunities. ELECTRONICS , v. 13, p. 1894, 2024.
WIHANDIKA, RANDY CAHYA ; LEE, YOONJI ; DATA, MAHENDRA ; ARITSUGI, MASAYOSHI ; OBATA, HIROKI ; MENDONÇA, ISRAEL . Improving the Classification of Unexposed Potsherd Cavities by Means of Preprocessing. INFORMATION , v. 15, p. 243, 2024.
FIRDAUSANTI, NENI ALYA ; MENDONÇA, ISRAEL ; ARITSUGI, MASAYOSHI . Noise-free sampling with majority framework for an imbalanced classification problem. KNOWLEDGE AND INFORMATION SYSTEMS , v. 66, p. 4011-4042, 2024.
SENOO, ELISHA ELIKEM KOFI ; AKANSAH, EBENEZER ; MENDONÇA, ISRAEL ; ARITSUGI, MASAYOSHI . Monitoring and Control Framework for IoT, Implemented for Smart Agriculture. SENSORS , v. 23, p. 2714, 2023.
JAPA, LUIS ; SERQUEIRA, MARCELLO ; MENDONÇA, ISRAEL ; ARITSUGI, MASAYOSHI ; BEZERRA, EDUARDO ; GONZÁLEZ, PEDRO HENRIQUE . A Population-Based Hybrid Approach for Hyperparameter Optimization of Neural Networks. IEEE Access , v. 11, p. 50752-50768, 2023.
Mendonca,I ; FUKUDA, AKIRA ; TROUVE, ANTOINE . On Clustering Algorithms: Applications in Word-Embedding Documents. JOURNAL OF COMPUTERS , v. 2, p. 88-92, 2019.
DA COSTA, ROSA MARIA ESTEVES MOREIRA ; DE SOUZA, DIOGO SOARES ; SANTOS, ISRAEL MENDONÇA DOS ; WERNECK, VERA MARIA BENJAMIN . Exploring intelligent agents in three-dimensional games for cognitive stimulation. International Journal on Disability and Human Development , v. 10, p. 283-287, 2011.
DATE, SATOSHI ; MENDONÇA, ISRAEL ; KUWATA, SHUHEI ; IKEMOTO, YOSHIFUMI ; ARITSUGI, MASAYOSHI . Robust 3D Gaussian Splatting for Images with Accidental Shadows. In: 2025 Conference on Artificial Intelligence x Multimedia (AIxMM), 2025, Laguna Hills. 2025 Conference on Artificial Intelligence x Multimedia (AIxMM), 2025. p. 39.
FUKUDA, RIO ; GONDO, TAKUMA ; YOONJI, LEE ; ARITSUGI, MASAYOSHI ; OBATA, HIROKI ; MENDONÇA, ISRAEL . A Hybrid Framework for Point Cloud Classification Using Point-Set and Multi-View Information. In: 2025 25th International Conference on Digital Signal Processing (DSP), 2025, Pylos (Messinia. 2025 25th International Conference on Digital Signal Processing (DSP), 2025. p. 1.
INOKUCHI, Y. ; KOBAYASHI, K. ; GUILLERAULT, J. ; HENMI, Y. ; GONZALEZ, P. H. ; ARITSUGI, M. ; MENDONÇA, ISRAEL . Development of a Red Tide Early Detection System Using Satellite Images. In: 2024 International Conference on Green Energy, Computing and Sustainable Technology (GECOST), 2024. 2024 International Conference on Green Energy, Computing and Sustainable Technology (GECOST), 2024.
HTET, T. Y. ; SHWE, T. ; MENDONCA, ISRAEL ; ARITSUGI, M. . Pre-warming: Alleviating Cold Start Occurrences on Cloud-based Serverless Platforms. In: IEEE 10th International Conference on Edge Computing and Scalable Cloud (EdgeCom), 2024. 2024 IEEE 10th International Conference on Edge Computing and Scalable Cloud (EdgeCom), 2024.
SOUTO, G. ; ARITSUGI, M. ; MENDONCA, ISRAEL ; SIMONETTI, L. ; GONZALEZ, P. H. . A Q-Learning Hybrid BRKGA Applied to the Knapsack Problem with Forfeits. In: IEEE Congress on Evolutionary Computation (CEC), 2024, Yokohama. 2024 IEEE Congress on Evolutionary Computation (CEC), 2024.
KOBAYASHI, K. ; ARITSUGI, M. ; GONZALEZ, P. H. ; MENDONCA, ISRAEL . Efficient Hyperparameter Optimization Using Deep Q-Network and BRKGA. In: IEEE Congress on Evolutionary Computation (CEC), 2024, Yokohama. 2024 IEEE Congress on Evolutionary Computation (CEC), 2024.
MENDONCA, ISRAEL ; FATYANOSA, T. N. ; ARITSUGI, M. ; GONZALEZ, P. H. . A Hybrid Approach with BRKGA and Data Mining for the Early/Tardy Scheduling Problem. In: IEEE Congress on Evolutionary Computation (CEC), 2024. 2024 IEEE Congress on Evolutionary Computation (CEC), 2024.
INOKUCHI, Y. ; GONZALEZ, P. H. ; MENDONCA, ISRAEL ; ARITSUGI, M. . Optimization of Node Reduction Using BRKGA for GNN-Based Traffic Speed Forecasting. In: IEEE Congress on Evolutionary Computation (CEC), 2024, Yokohama. 2024 IEEE Congress on Evolutionary Computation (CEC), 2024.
ALVES, C. ; MENDONCA, ISRAEL ; GUIMAREES, V. A. ; GONZALEZ, P. H. . ACO With Reinforcement Learning Applied to Rescues Operations on Urban Forests. In: IEEE Congress on Evolutionary Computation (CEC), 2024, Yokohama. 2024 IEEE Congress on Evolutionary Computation (CEC), 2024.
MAUES, J. ; MENDONCA, ISRAEL ; AMORIM, G. ; OLIVEIRA, S. L. G. ; PEREIRA, A. I. ; BRANDAO, D. ; GONZALEZ, P. H. . A Multi-centrality Heuristic for the Bandwidth Reduction Problem. In: Computational Science and Its Applications ? ICCSA 2024, 2024, Hanoi. Computational Science and Its Applications ? ICCSA 2024, 2024.
RAMADHAN, A. ; MENDONÇA, ISRAEL ; ARITSUGI, M. ; CHANDRA, I. . Enhancing the Accuracy of Conductivity Parameters from Real-Time Rainwater Quality Measurements based on Internet of Things Utilizing Machine Learning. In: 10th International Conference on Wireless and Telematics (ICWT), 2024. 2024 10th International Conference on Wireless and Telematics (ICWT), 2024.
TAKASHIMA, I. ; YASUDA, K. ; TAKEUCHI, Y. ; ARITSUGI, M. ; SHIBAYAMA, A. ; MENDONCA, ISRAEL . Semi-automated Disaster Image Tagging While Protecting Privacy: A Case Study. In: 35th International Conference on Database and Expert Systems Applications (DEXA), 2024. Database and Expert Systems Applications, 2024.
YASUDA, K. ; ARITSUGI, M. ; TAKEUCHI, Y. ; SHIBAYAMA, A. ; MENDONCA, ISRAEL . Disaster Image Tagging Using Generative AI for Digital Archives. In: 24th ACM/IEEE Joint Conference on Digital Libraries, 2024. Proceedings of the 24th ACM/IEEE Joint Conference on Digital Libraries, 2024.
JI, H. ; MENDONCA, ISRAEL ; USAGAWA, T. ; ARITSUGI, M. . A Multi-scene Dataset for Leading Blind Individual Identification in Public Spaces. In: 15th International Symposium on Ambient Intelligence, 2024. 15th International Symposium on Ambient Intelligence, 2024.
SANTOSO, N. ; MENDONCA, ISRAEL ; ARITSUGI, M. . Text Augmentation Based on Integrated Gradients Attribute Score for Aspect-based Sentiment Analysis. In: IEEE International Conference on Big Data and Smart Computing (BigComp), 2023. 2023 IEEE International Conference on Big Data and Smart Computing (BigComp), 2023.
KURIU, M. ; MENDONCA, ISRAEL ; ARITSUGI, M. . Automatic Rule Definition for Pattern-Based Text Mining. In: IEEE International Conference on Big Data and Smart Computing (BigComp), 2023. 2023 IEEE International Conference on Big Data and Smart Computing (BigComp), 2023.
FATYANOSA, T. N. ; FIRDAUSANTI, N. A. ; JAPA, L. ; MENDONCA, ISRAEL ; PRAYOGA, P. H. N. ; ARITSUGI, M. . Conducting Vessel Data Imputation Method Selection Based on Dataset Characteristics. In: ISOCEEN-2022, 2023. ISOCEEN-2022, 2022.
AL-MAASHANI, T. ; MENDONCA, ISRAEL ; ARITSUGI, M. . Age Classification Based on Voice Using Mel-Spectrogram and MFCC. In: 24th International Conference on Digital Signal Processing (DSP), 2023. 2023 24th International Conference on Digital Signal Processing (DSP), 2023.
IGARASHI, K. ; MENDONCA, ISRAEL ; ARITSUGI, M. . Knowledge Graphs for News Recommendation in a Local News Organization. In: Eighth International Congress on Information and Communication Technology, 2023. Proceedings of Eighth International Congress on Information and Communication Technology, 2023.
MENDONCA, ISRAEL ; YIING, A. C. V. ; ARITSUGI, M. . Not Seeing is a Flower: Experiences and Lessons Learned from Making IoT Platforms for Small-Scale Farms in Japan. In: International Conference on the Internet of Things, 2023. Proceedings of the International Conference on the Internet of Things, 2023.
FATYANOSA, T. N. ; DATA, M. ; FIRDAUSANTI, N. A. ; PRAYOGA, P. H. N. ; MENDONCA, ISRAEL ; ARITSUGI, M. . ImputAnom: Anomaly Detection Framework Using Imputation Methods for Univariate Time Series. In: iiWAS 2023 : The 25th International Conference on Information Integration and Web Intelligence, 2023. iiWAS 2023 : The 25th International Conference on Information Integration and Web Intelligence, 2023.
MORAIS, I. ; SOUTO, G. ; RIBEIRO, G. M. ; MENDONÇA, ISRAEL ; GONZALEZ, P. H. . A Hybrid BRKGA Approach for the Multiproduct Two Stage Capacitated Facility Location Problem. In: 2022 IEEE Congress on Evolutionary Computation (CEC), 2022, Padua. 2022 IEEE Congress on Evolutionary Computation (CEC), 2022.
YAMAGUCHI, D. ; MENDONÇA, ISRAEL ; ARITSUGI, M. . Improving Model Accuracy by Means of Explanations. In: Seventh International Congress on Information and Communication Technology, 2022. Proceedings of Seventh International Congress on Information and Communication Technology, 2022.
JAPA, L. ; SERQUEIRA, M. ; MENDONÇA, ISRAEL ; BEZERRA, E. ; ARITSUGI, M. ; GONZALEZ, P. H. . A conjugated evolutionary algorithm for hyperparameter optimization. In: 2022 IEEE Congress on Evolutionary Computation (CEC), 2022, Padua. Proceedings of the 2022 IEEE Congress on Evolutionary Computation (CEC), 2022.
AKANSAH, E. ; SENOO, E. E. K. ; MENDONCA, ISRAEL ; ARITSUGI, M. . Smart agricultural monitoring system: a practical design approach. In: 12th International Conference on the Internet of Things, 2022. Proceedings of the 12th International Conference on the Internet of Things, 2022.
FIRDAUSANTI, N. A. ; FATYANOSA, T. N. ; DATA, M. ; MENDONCA, ISRAEL ; ARITSUGI, M. . Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped Classes. In: 2022 IEEE International Conference on Big Data (Big Data), 2022. 2022 IEEE International Conference on Big Data (Big Data), 2022.
LONGWANI, P. C. ; MENDONCA, ISRAEL ; ARITSUGI, M. . A Lightweight Cryptographic Algorithm with a Multi-Purpose Encipher Key for IoT. In: 2022 10th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC), 2022. 2022 10th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC), 2022.
SENOO, E. E. K. ; AKANSAH, E. ; MENDONCA, ISRAEL ; ARITSUGI, M. . Implementing SOLID principles for IoT Arduino sensor code. In: 10th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC), 2022. 2022 10th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC), 2022.
MENDONCA, ISRAEL ; TROUVE, ANTOINE ; FUKUDA, AKIRA ; MURAKAMI, KAZUAKI . Exploring a Topical Representation of Documents for Recommendation Systems. In: 2018 9th International Conference on Awareness Science and Technology (iCAST), 2018, Fukuoka. 2018 9th International Conference on Awareness Science and Technology (iCAST), 2018. p. 73.
Mendonca,I ; FUKUDA, AKIRA ; TROUVE, ANTOINE ; MURAKAMI, K. . Improving Free Text Recommendation Time by Means of Clustering Algorithms. In: The 6th IIAE International Conference on Intelligent Systems and Image Processing 2018, 2018, Matsue. The 6th IIAE International Conference on Intelligent Systems and Image Processing 2018, 2018.
MENDONÇA, ISRAEL ; TROUVE, ANTOINE ; FUKUDA, AKIRA . Exploring the Importance of Negative Links through the European Parliament Social Graph. In: the 2017 International Conference, 2017, Chengdu. Proceedings of the 2017 International Conference on E-Society, E-Education and E-Technology - ICSET 2017. New York: ACM Press, 2017. p. 1.
Mendonca,I ; Felipe M.G. França ; Victor Goulart . Performance of Low Buffer Resource Flexible Router for NoCs. In: 9th International Conference on Systems and Networks Communication, 2014, Nice. Proceedings of the 9th International Conference on Systems and Networks Communication (ICSNC), 2014.
Mendonca,I ; COSTA, R. M. E. M. ; SOUZA, D. S. . Exploring the intelligent agents for controlling user navigation in 3D games for cognitive stimulation.. In: The 8th International Conference on Disability, Virtual Reality and Associated Technologies., 2010, Valparaiso. Anais do 8th ICDVRAT, 2010. v. 1. p. 1-6.
Mendonca,I ; SOUZA, D. S. ; COSTA, R. M. E. M. . Ambientes virtuais 3D desenvolvidos com as linguagens JAVA3D e X3D.. In: Escola Regional de Informática do Rio de Janeiro- ERI-RJ 2010, 2010, Rio de Janeiro. ERI-RJ 2010, 2010. v. 1. p. 56-59.
COSTA, R. M. E. M. ; Mendonca,I . Ambientes Virtuais 3D desenvolvidos com a linguagem X3D. In: 19º SEMIC - Semana de Iniciação Cientifica, 2009, Rio de Janeiro. 20ºUERJ Sem Muros, 2009.
Mendonca,I ; COSTA, R. M. E. M. . DESENVOLVIMENTO DE AMBIENTES VIRTUAIS CONTENDO AGENTES INTELIGENTES. In: 18ºSEMIC - Semana de Iniciação Cientifica, 2008, Rio de Janeiro. 19º UERJ Sem Muros, 2008.
Mendonca,I ; SOUZA, D. S. ; COSTA, R. M. E. M. . Ambientes Virtuais 3D desenvolvidos com as linguagens X3D e Java3D. 2010. (Apresentação de Trabalho/Congresso).
Mendonca,I ; COSTA, R. M. E. M. . Agentes Inteligentes para Ambientes 3D desenvolvidos com a linguagem X3D. 2010. (Apresentação de Trabalho/Seminário).
Mendonca,I . Ambientes Virtuais 3D desenvolvidos com a linguagem X3D. 2009. (Apresentação de Trabalho/Seminário).
Mendonca,I . DESENVOLVIMENTO DE AMBIENTES VIRTUAIS CONTENDO AGENTES INTELIGENTES. 2008. (Apresentação de Trabalho/Seminário).

Prêmios

2018

Best Presentation Award, The 6th IIAE International Conference on Intelligent Systems and Image Processing.

Histórico profissional

Experiência profissional

2012 - 2012

OWSE Informática

Vínculo: Celetista, Enquadramento Funcional: Desenvolvedor Java em sistemas da Log-In Logí, Carga horária: 30

2011 - 2011

OWSE Informática

Vínculo: Estagiário, Enquadramento Funcional: Estágio em aplicações internas em Java da OWS, Carga horária: 30

Outras informações:
Desenvolvimento de um web service utilizando as tecnologias Java, Hibernate, JPA, JSF, Seam e Jax RS com cliente nas plataformas Android e iOS.

2010 - 2011

Universidade do Estado do Rio de Janeiro

Vínculo: Bolsista, Enquadramento Funcional: Bolsista de Iniciação Científica, Carga horária: 20

2020 - Atual

Kumamoto University

Vínculo: Servidor Público, Enquadramento Funcional: Professor Assistente, Carga horária: 40