Israel Mendonça

40 papers B 9C 7Journal 11Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-Scene Dataset and Object Detector for Outside Blind Individual Identification. IEEE Access Haotian Ji, Israel Mendonça, Masayoshi Aritsugi
2025	—	`conf`	A Hybrid Framework for Point Cloud Classification Using Point-Set and Multi-View Information. DSP Rio Fukuda, Takuma Gondo, Yoonji Lee, Masayoshi Aritsugi, Hiroki Obata, Israel Mendonça
2025	C	`conf`	A Hybrid Multi-Centrality and Reinforcement Learning Approach for Sensor Allocation in Wireless Sensor Networks. FUSION Rafael Schneider, Cláudio André Da Silva Alves, Laura Assis, Claudio M. de Farias, Israel Mendonça, Pedro Henrique González Silva
2025	B	`conf`	A Hybrid Reinforcement Learning BRKGA with Local Branching for a Sensor Allocation Problem. CEC Rafael Schneider, Cláudio André Da Silva Alves, Israel Mendonça, Pedro Henrique González Silva
2025	C	`conf`	A Reinforcement Learning Hybrid BRKGA Strategy Applied to Sensor Network Optimization. FUSION Cláudio André Da Silva Alves, Claudio Miceli de Farias, Israel Mendonça, Pedro Henrique González
2025	—	`conf`	Automated Fine-Scale Change Detection Using 3D Gaussian Splatting and VLMs. MMAsia Satoshi Date, Shojiro Tsutsui, Israel Mendonça, Masayoshi Aritsugi
2025	C	`conf`	BullyHCL: Unsupervised Heterogeneous Graph Contrastive Learning Framework for Session-based Cyberbullying Detection. BDCAT Munkhbuyan Buyankhishig, Thanda Shwe, Israel Mendonça, Masayoshi Aritsugi
2025	J	`jnl`	Decision support system using the expert-fuzzy method in validating real-time acid rain measurements. J. Reliab. Intell. Environ. Ardiansyah Ramadhan, Indra Chandra, Asri Indrawati, Dyah Aries Tanti, Israel Mendonça, Masayoshi Aritsugi
2025	C	`conf`	Edge-Driven Water Quality Monitoring and Prediction: A Spatio-Temporal GNN-based IoT Approach for Environmental Sensing. BDCAT Lia Anggraini, Elisha Elikem Kofi Senoo, Israel Rodrigues Soares, Thanda Shwe, Israel Mendonça, Masayoshi Aritsugi
2025	J	`jnl`	Heterogeneous Graph Neural Network Framework for Session-Based Cyberbullying Detection. IEEE Access Munkhbuyan Buyankhishig, Thanda Shwe, Israel Mendonça, Masayoshi Aritsugi
2025	J	`jnl`	Interaction-Aware Scene Debiasing for Action Recognition. IEEE Access Randy Cahya Wihandika, Israel Mendonça, Masayoshi Aritsugi
2025	—	`conf`	Transformers-as-a-Jury: Mimicking LLM-as-a-Judge Text Evaluation on Edge Devices. IOT Elisha Elikem Kofi Senoo, Lia Anggraini, Israel Rodrigues Soares, Thanda Shwe, Israel Mendonça, Masayoshi Aritsugi
2024	B	`conf`	A Hybrid Approach with BRKGA and Data Mining for the Early/Tardy Scheduling Problem. CEC Israel Mendonça, Tirana Noor Fatyanosa, Masayoshi Aritsugi, Pedro Henrique González Silva
2024	—	`conf`	A Multi-centrality Heuristic for the Bandwidth Reduction Problem. ICCSA (1) João Maues, Israel Mendonça, Glauco Amorim, Sanderson L. Gonzaga de Oliveira, Ana Isabel Pereira, Diego N. Brandão, Pedro Henrique González
2024	—	`conf`	A Multi-scene Dataset for Leading Blind Individual Identification in Public Spaces. ISAmI Haotian Ji, Israel Mendonça, Tsuyoshi Usagawa, Masayoshi Aritsugi
2024	B	`conf`	A Q-Learning Hybrid BRKGA Applied to the Knapsack Problem with Forfeits. CEC Gabriel Souto, Masayoshi Aritsugi, Israel Mendonça, Luidi Simonetti, Pedro Henrique González
2024	B	`conf`	ACO With Reinforcement Learning Applied to Rescues Operations on Urban Forests. CEC Cláudio André Da Silva Alves, Israel Mendonça, Vanessa de Almeida Guimarães, Pedro Henrique González
2024	—	`conf`	Disaster Image Tagging Using Generative AI for Digital Archives. JCDL Kotaro Yasuda, Masayoshi Aritsugi, Yukiko Takeuchi, Akihiro Shibayama, Israel Mendonça
2024	B	`conf`	Efficient Hyperparameter Optimization Using Deep Q-Network and BRKGA. CEC Kosei Kobayashi, Masayoshi Aritsugi, Pedro Henrique González, Israel Mendonça
2024	C	`conf`	Efficient Node Reduction Heuristic for GNN-Based Traffic Speed Forecasting. BDCAT Yuto Inokuchi, Pedro Henrique González, Masayoshi Aritsugi, Israel Mendonça
2024	J	`jnl`	Improving the Classification of Unexposed Potsherd Cavities by Means of Preprocessing. Inf. Randy Cahya Wihandika, Yoonji Lee, Mahendra Data, Masayoshi Aritsugi, Hiroki Obata, Israel Mendonça
2024	J	`jnl`	Meta-learning for vessel time series data imputation method recommendation. Expert Syst. Appl. Tirana Noor Fatyanosa, Neni Alya Firdausanti, Putu Hangga Nan Prayoga, Minoki Kuriu, Masayoshi Aritsugi, Israel Mendonça
2024	J	`jnl`	Noise-free sampling with majority framework for an imbalanced classification problem. Knowl. Inf. Syst. Neni Alya Firdausanti, Israel Mendonça, Masayoshi Aritsugi
2024	B	`conf`	Optimization of Node Reduction Using BRKGA for GNN-Based Traffic Speed Forecasting. CEC Yuto Inokuchi, Pedro Henrique González, Israel Mendonça, Masayoshi Aritsugi
2024	C	`conf`	Optimizing Wireless Sensor Network Topology with Deep Reinforcement Learning for Multi-Source/Destination Scenarios. BDCAT Kosei Kobayashi, Masayoshi Aritsugi, Pedro Henrique González Silva, Israel Mendonça
2024	—	`conf`	Semi-automated Disaster Image Tagging While Protecting Privacy: A Case Study. DEXA (2) Ikuto Takashima, Kotaro Yasuda, Yukiko Takeuchi, Masayoshi Aritsugi, Akihiro Shibayama, Israel Mendonça
2023	J	`jnl`	A Population-Based Hybrid Approach for Hyperparameter Optimization of Neural Networks. IEEE Access Luis Japa, Marcello Serqueira, Israel Mendonça, Masayoshi Aritsugi, Eduardo Bezerra, Pedro Henrique González
2023	—	`conf`	Age Classification Based on Voice Using Mel-Spectrogram and MFCC. DSP Tariq Al-Maashani, Israel Mendonça, Masayoshi Aritsugi
2023	—	`conf`	Automatic Rule Definition for Pattern-Based Text Mining. BigComp Minoki Kuriu, Israel Mendonça, Masayoshi Aritsugi
2023	C	`conf`	ImputAnom: Anomaly Detection Framework Using Imputation Methods for Univariate Time Series. iiWAS Tirana Noor Fatyanosa, Mahendra Data, Neni Alya Firdausanti, Putu Hangga Nan Prayoga, Israel Mendonça, Masayoshi Aritsugi
2023	J	`jnl`	Monitoring and Control Framework for IoT, Implemented for Smart Agriculture. Sensors Elisha Elikem Kofi Senoo, Ebenezer Akansah, Israel Mendonça, Masayoshi Aritsugi
2023	—	`conf`	Text Augmentation Based on Integrated Gradients Attribute Score for Aspect-based Sentiment Analysis. BigComp Noviyanti Santoso, Israel Mendonça, Masayoshi Aritsugi
2022	B	`conf`	A Hybrid BRKGA Approach for the Multiproduct Two Stage Capacitated Facility Location Problem. CEC Igor Morais, Gabriel Souto, Glaydston Mattos Ribeiro, Israel Mendonça, Pedro Henrique González
2022	B	`conf`	A conjugated evolutionary algorithm for hyperparameter optimization. CEC Luis Japa, Marcello Serqueira, Israel Mendonça, Eduardo Bezerra, Masayoshi Aritsugi, Pedro Henrique González
2022	—	`conf`	Smart agricultural monitoring system: a practical design approach. IOT Ebenezer Akansah, Elisha Elikem Kofi Senoo, Israel Mendonça, Masayoshi Aritsugi
2022	B	`conf`	Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped Classes. IEEE Big Data Neni Alya Firdausanti, Tirana Noor Fatyanosa, Mahendra Data, Israel Mendonça, Masayoshi Aritsugi
2019	J	`jnl`	On Clustering Algorithms: Applications in Word-Embedding Documents. J. Comput. Israel Mendonça, Antoine Trouvé, Akira Fukuda, Kazuaki J. Murakami
2018	—	`conf`	Exploring a Topical Representation of Documents for Recommendation Systems. iCAST Israel Mendonça, Antoine Trouvé, Akira Fukuda, Kazuaki J. Murakami
2015	J	`jnl`	Relevance of Negative Links in Graph Partitioning: A Case Study Using Votes From the European Parliament. CoRR Israel Mendonça, Rosa Figueiredo, Vincent Labatut, Philippe Michelon
2015	—	`conf`	Relevance of Negative Links in Graph Partitioning: A Case Study Using Votes from the European Parliament. ENIC Israel Mendonça, Rosa Figueiredo, Vincent Labatut, Philippe Michelon