Relevance of Negative Links in Graph Partitioning: A Case Study Using Votes from the European Parliament. - Israel Mendonça; Rosa Figueiredo 001; Vincent Labatut; Philippe Michelon (ENIC, 2015)

Exploring a Topical Representation of Documents for Recommendation Systems. - Israel Mendonça; Antoine Trouvé; Akira Fukuda; Kazuaki J. Murakami (iCAST, 2018)

On Clustering Algorithms: Applications in Word-Embedding Documents. - Israel Mendonça; Antoine Trouvé; Akira Fukuda; Kazuaki J. Murakami (J. Comput., 2019)

Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped Classes. - Neni Alya Firdausanti; Tirana Noor Fatyanosa; Mahendra Data; Israel Mendonça; Masayoshi Aritsugi (IEEE Big Data, 2022)

A conjugated evolutionary algorithm for hyperparameter optimization. - Luis Japa; Marcello Serqueira; Israel Mendonça; Eduardo Bezerra 002; Masayoshi Aritsugi; Pedro Henrique González 001 (CEC, 2022)

A Hybrid BRKGA Approach for the Multiproduct Two Stage Capacitated Facility Location Problem. - Igor Morais; Gabriel Souto; Glaydston Mattos Ribeiro; Israel Mendonça; Pedro Henrique González 001 (CEC, 2022)

Smart agricultural monitoring system: a practical design approach. - Ebenezer Akansah; Elisha Elikem Kofi Senoo; Israel Mendonça; Masayoshi Aritsugi (IOT, 2022)

Automatic Rule Definition for Pattern-Based Text Mining. - Minoki Kuriu; Israel Mendonça; Masayoshi Aritsugi (BigComp, 2023)

Text Augmentation Based on Integrated Gradients Attribute Score for Aspect-based Sentiment Analysis. - Noviyanti Santoso; Israel Mendonça; Masayoshi Aritsugi (BigComp, 2023)

Age Classification Based on Voice Using Mel-Spectrogram and MFCC. - Tariq Al-Maashani; Israel Mendonça; Masayoshi Aritsugi (DSP, 2023)

ImputAnom: Anomaly Detection Framework Using Imputation Methods for Univariate Time Series. - Tirana Noor Fatyanosa; Mahendra Data; Neni Alya Firdausanti; Putu Hangga Nan Prayoga; Israel Mendonça; Masayoshi Aritsugi (iiWAS, 2023)

Not Seeing is a Flower: Experiences and Lessons Learned from Making IoT Platforms for Small-Scale Farms in Japan. - Israel Mendonça dos Santos; Angeline Chong Vun Yiing; Masayoshi Aritsugi (IoT, 2023)

A Population-Based Hybrid Approach for Hyperparameter Optimization of Neural Networks. - Luis Japa; Marcello Serqueira; Israel Mendonça; Masayoshi Aritsugi; Eduardo Bezerra 002; Pedro Henrique González 001 (IEEE Access, 2023)

Monitoring and Control Framework for IoT, Implemented for Smart Agriculture. - Elisha Elikem Kofi Senoo; Ebenezer Akansah; Israel Mendonça; Masayoshi Aritsugi (Sensors, 2023)

Efficient Node Reduction Heuristic for GNN-Based Traffic Speed Forecasting. - Yuto Inokuchi; Pedro Henrique González 001; Masayoshi Aritsugi; Israel Mendonça (BDCAT, 2024)

Optimizing Wireless Sensor Network Topology with Deep Reinforcement Learning for Multi-Source/Destination Scenarios. - Kosei Kobayashi; Masayoshi Aritsugi; Pedro Henrique González Silva; Israel Mendonça (BDCAT, 2024)

ACO With Reinforcement Learning Applied to Rescues Operations on Urban Forests. - Cláudio André Da Silva Alves; Israel Mendonça; Vanessa de Almeida Guimarèes; Pedro Henrique González 001 (CEC, 2024)

Optimization of Node Reduction Using BRKGA for GNN-Based Traffic Speed Forecasting. - Yuto Inokuchi; Pedro Henrique González 001; Israel Mendonça; Masayoshi Aritsugi (CEC, 2024)

Efficient Hyperparameter Optimization Using Deep Q-Network and BRKGA. - Kosei Kobayashi; Masayoshi Aritsugi; Pedro Henrique González 001; Israel Mendonça (CEC, 2024)

A Hybrid Approach with BRKGA and Data Mining for the Early/Tardy Scheduling Problem. - Israel Mendonça; Tirana Noor Fatyanosa; Masayoshi Aritsugi; Pedro Henrique González Silva (CEC, 2024)

A Q-Learning Hybrid BRKGA Applied to the Knapsack Problem with Forfeits. - Gabriel Souto; Masayoshi Aritsugi; Israel Mendonça; Luidi Simonetti; Pedro Henrique González 001 (CEC, 2024)

Semi-automated Disaster Image Tagging While Protecting Privacy: A Case Study. - Ikuto Takashima; Kotaro Yasuda; Yukiko Takeuchi; Masayoshi Aritsugi; Akihiro Shibayama; Israel Mendonça (DEXA (2), 2024)

A Multi-centrality Heuristic for the Bandwidth Reduction Problem. - João Maues; Israel Mendonça; Glauco Amorim; Sanderson L. Gonzaga de Oliveira; Ana Isabel Pereira; Diego N. Brandão; Pedro Henrique González 001 (ICCSA (1), 2024)

A Multi-scene Dataset for Leading Blind Individual Identification in Public Spaces. - Haotian Ji; Israel Mendonça; Tsuyoshi Usagawa; Masayoshi Aritsugi (ISAmI, 2024)

Disaster Image Tagging Using Generative AI for Digital Archives. - Kotaro Yasuda; Masayoshi Aritsugi; Yukiko Takeuchi; Akihiro Shibayama; Israel Mendonça (JCDL, 2024)

Meta-learning for vessel time series data imputation method recommendation. - Tirana Noor Fatyanosa; Neni Alya Firdausanti; Putu Hangga Nan Prayoga; Minoki Kuriu; Masayoshi Aritsugi; Israel Mendonça (Expert Syst. Appl., 2024)

Improving the Classification of Unexposed Potsherd Cavities by Means of Preprocessing. - Randy Cahya Wihandika; Yoonji Lee; Mahendra Data; Masayoshi Aritsugi; Hiroki Obata; Israel Mendonça (Inf., 2024)

Noise-free sampling with majority framework for an imbalanced classification problem. - Neni Alya Firdausanti; Israel Mendonça; Masayoshi Aritsugi (Knowl. Inf. Syst., 2024)

A Hybrid Reinforcement Learning BRKGA with Local Branching for a Sensor Allocation Problem. - Rafael Schneider; Cláudio André Da Silva Alves; Israel Mendonça; Pedro Henrique González Silva (CEC, 2025)

A Hybrid Framework for Point Cloud Classification Using Point-Set and Multi-View Information. - Rio Fukuda; Takuma Gondo; Yoonji Lee; Masayoshi Aritsugi; Hiroki Obata; Israel Mendonça (DSP, 2025)

Heterogeneous Graph Neural Network Framework for Session-Based Cyberbullying Detection. - Munkhbuyan Buyankhishig; Thanda Shwe; Israel Mendonça; Masayoshi Aritsugi (IEEE Access, 2025)

Interaction-Aware Scene Debiasing for Action Recognition. - Randy Cahya Wihandika; Israel Mendonça; Masayoshi Aritsugi (IEEE Access, 2025)