Journal
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“On Clustering Algorithms: Applications in Word-Embedding Documents”. I Mendonça, Antoine Trouvé, Akira Fukuda, Kazuaki J. Murakami. Journal of Computers, JCP 14 (2), 88-92, 2019, DOI: 10.17706 /JCP.14.2.88-92
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“Exploring intelligent agents in three-dimensional games for cognitive stimulation”. Rosa Maria Esteves Moreira da Costa, Diogo Soares de Souza, Israel Mendonça, Vera MB Werneck. International Journal on Disability and Human Development Vol. 10 (4), pp.283-287, 2011, DOI: 10.1515/IJDHD.2011.047
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“Monitoring and Control Framework for IoT, Implemented for Smart Agriculture”, Elisha Elikem Kofi Senoo, Ebenezer Akansah, Israel Mendonça, Masayoshi Aritsugi, Sensors 23(5) 2714-2714, 2023
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“A Population-based Hybrid Approach for Hyperparameter Optimization of Neural Networks”, Luis Japa, Marcello Serqueira, Israel Mendonça, Masayoshi Aritsugi, Eduardo Bezerra, Pedro Henrique Gonzalez.
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“Classification of unexposed potsherd cavities by using deep learning”. Israel Mendonça, Mai Miyaura, Tirana Noor Fatyanosa, Daiki Yamaguchi, Hanami Sakai, Hiroki Obata, Masayoshi Aritsugi, Journal of Archaeological Science: Reports 49, 104003-104003, 2023
Conferences
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“Age Classification Based on Voice Using Mel-Spectogram and MFCC”, Tariq Al-Maashani, Israel Mendonça, Masayoshi Aritsugi
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“Text Augmentation Based on Integrated Gradients Attribute Score for Aspect-based Sentiment Analysis”, Noviyanti Santoso, Israel Mendonça and M. Aritsugi, BigComp 2023, Jeju, South Korea, 2023. (accepted, to appear)
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“Automatic Rule Definition for Pattern-Based Text Mining”, Minoki Kuriu, Israel Mendonça and M. Aritsugi, BigComp 2023, Jeju, South Korea, 2023. (accepted, to appear)
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“A Lightweight Cryptographic Algorithm with a Multi-Purpose Encipher Key for IoT”, Perry Chimenge Longwani, Israel Mendonça and M. Aritsugi, JAC-ECC 2022, Egypt, December 2022.
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“Implementing SOLID principles for IoT Arduino sensor code”, Elisha Elikem Kofi Senoo, Ebenezer Akansah, Israel Mendonça and M. Aritsugi, JAC-ECC 2022, Egypt, December 2022.
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“Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped Classes”, Neni Alya Firdausanti, Tirana Noor Fatyanosa, Mahendra Data, Israel Mendonça and M. Aritsugi. IEEE BigData 2022, Osaka, Japan, December 2022, (to appear)
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“Conducting Vessel Data Imputation Method Selection Based on Dataset Characteristics”, Tirana Noor Fatyanosa, Neni Alya Firdausanti, Luis Japa, Israel Mendonça, Putu Hangga Nan Prayoga and M. Aritsugi, ISOCEEN 2022, Indonesia, November 2022.
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“Smart agricultural monitoring system: a practical design approach” (poster), Ebenezer Akansah, Elisha Elikem Kofi Senoo, Israel Mendonça and M. Aritsugi, IOT 2022, Delft, Netherlands, November 2022.
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“A conjugated evolutionary algorithm for hyperparameter optimization”, Luis Japa, Marcello Serqueira, Israel Mendonça, Eduardo Bezerra, M. Aritsugi and Pedro Henrique González, WCCI 2022 (IEEE CEC 2022), Padua, Italy, July 2022.
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“A Hybrid BRKGA Approach for the Multiproduct Two Stage Capacitated Facility Location Problem”, Igor Morais, Gabriel Souto, Glaydston Ribeiro, Israel Mendonça, Pedro Henrique González, WCCI 2022 (IEEE CEC 2022), Padua, Italy, July 2022.
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“Improving Model Accuracy by Means of Explanations”. D. Yamaguchi, Israel Mendonça, ICICT 2022, LNNS 464, pp.527-537, February 2022.
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“Exploring a Topical Representation of Documents for Recommendation Systems”. Israel Mendonça dos Santos, Antoine Trouve, Akira Fukuda, and Kazuaki J. Murakami. 9th International Conference on Awareness Science and Technology (iCAST), pp.73-78, Fukuoka, Japan, 2019.
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“Improving Free Text Recommendation Time by Means of Clustering Algorithms”. Israel Mendonça, Antoine Trouvé, Kazuaki J. Murakami, and Akira Fukuda. Proceedings of the 6th IIAE International Conference on Intelligent Systems and Image Processing, pp. 125-131, Matsue, Japan, 2018.
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“Exploring the importance of negative links through the European parliament social graph”. Israel Mendonça, Antoine Trouvé, and Akira Fukuda. Proceedings of the 2017 International Conference on E-Society, E-Education and E-Technology, pp 1-7, Chengdu, China, 2017.
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“Relevance of negative links in graph partitioning: A case study using votes from the european parliament”. I Mendonça, R Figueiredo, V Labatut, P Michelon. Second European Network Inteligence Conference, pp 122-129, Karlskrona, Sweden, 2015
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“Performance of Low Buffer Resource Flexible Router for NoCS”. Israel Mendonça dos Santos, Felipe MG França, Victor Goulart. The Ninth International Conference on Systems and Networks Communications, ICSNC 2014, pp. 35-41, Nice, France, 2014
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“Exploring the intelligent agents for controlling user navigation in 3D games for cognitive simulation”. Rosa MEM Costa, Israel Mendonça, Diogo Soares de Souza. 8th International Conference on Disability, Virtual Reality and Associated Technologies, Vol. 1, pp. 1-6, Vina del Mar, Chile, 2010