Israel Mendonça

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 22

Top Topics

Graph Partitioning

Imputation Methods

Parameter Optimization

Top Venues

Publications

João Maues, Israel Mendonça, Glauco Amorim, Sanderson L. Gonzaga de Oliveira, Ana Isabel Pereira, Diego Brandão, Pedro Henrique González
A Multi-centrality Heuristic for the Bandwidth Reduction Problem. ICCSA (1) (2024)
Cláudio Alves, Israel Mendonça, Vanessa de Almeida Guimarèes, Pedro Henrique González
ACO With Reinforcement Learning Applied to Rescues Operations on Urban Forests. CEC (2024)
Ikuto Takashima, Kotaro Yasuda, Yukiko Takeuchi, Masayoshi Aritsugi, Akihiro Shibayama, Israel Mendonça
Semi-automated Disaster Image Tagging While Protecting Privacy: A Case Study. DEXA (2) (2024)
Randy Cahya Wihandika, Yoonji Lee, Mahendra Data, Masayoshi Aritsugi, Hiroki Obata, Israel Mendonça
Improving the Classification of Unexposed Potsherd Cavities by Means of Preprocessing. Inf. 15 (5) (2024)
Neni Alya Firdausanti, Israel Mendonça, Masayoshi Aritsugi
Noise-free sampling with majority framework for an imbalanced classification problem. Knowl. Inf. Syst. 66 (7) (2024)
Kosei Kobayashi, Masayoshi Aritsugi, Pedro Henrique González, Israel Mendonça
Efficient Hyperparameter Optimization Using Deep Q-Network and BRKGA. CEC (2024)
Gabriel Souto, Masayoshi Aritsugi, Israel Mendonça, Luidi Simonetti, Pedro Henrique González
A Q-Learning Hybrid BRKGA Applied to the Knapsack Problem with Forfeits. CEC (2024)
Tirana Noor Fatyanosa, Neni Alya Firdausanti, Putu Hangga Nan Prayoga, Minoki Kuriu, Masayoshi Aritsugi, Israel Mendonça
Meta-learning for vessel time series data imputation method recommendation. Expert Syst. Appl. 251 (2024)
Israel Mendonça, Tirana Noor Fatyanosa, Masayoshi Aritsugi, Pedro Henrique González Silva
A Hybrid Approach with BRKGA and Data Mining for the Early/Tardy Scheduling Problem. CEC (2024)
Yuto Inokuchi, Pedro Henrique González, Israel Mendonça, Masayoshi Aritsugi
Optimization of Node Reduction Using BRKGA for GNN-Based Traffic Speed Forecasting. CEC (2024)
Minoki Kuriu, Israel Mendonça, Masayoshi Aritsugi
Automatic Rule Definition for Pattern-Based Text Mining. BigComp (2023)
Luis Japa, Marcello Serqueira, Israel Mendonça, Masayoshi Aritsugi, Eduardo Bezerra, Pedro Henrique González
A Population-Based Hybrid Approach for Hyperparameter Optimization of Neural Networks. IEEE Access 11 (2023)
Elisha Elikem Kofi Senoo, Ebenezer Akansah, Israel Mendonça, Masayoshi Aritsugi
Monitoring and Control Framework for IoT, Implemented for Smart Agriculture. Sensors 23 (5) (2023)
Noviyanti Santoso, Israel Mendonça, Masayoshi Aritsugi
Text Augmentation Based on Integrated Gradients Attribute Score for Aspect-based Sentiment Analysis. BigComp (2023)
Tariq Al-Maashani, Israel Mendonça, Masayoshi Aritsugi
Age Classification Based on Voice Using Mel-Spectrogram and MFCC. DSP (2023)
Tirana Noor Fatyanosa, Mahendra Data, Neni Alya Firdausanti, Putu Hangga Nan Prayoga, Israel Mendonça, Masayoshi Aritsugi
ImputAnom: Anomaly Detection Framework Using Imputation Methods for Univariate Time Series. iiWAS (2023)
Luis Japa, Marcello Serqueira, Israel Mendonça, Eduardo Bezerra, Masayoshi Aritsugi, Pedro Henrique González
A conjugated evolutionary algorithm for hyperparameter optimization. CEC (2022)
Igor Morais, Gabriel Souto, Glaydston Mattos Ribeiro, Israel Mendonça, Pedro Henrique González
A Hybrid BRKGA Approach for the Multiproduct Two Stage Capacitated Facility Location Problem. CEC (2022)
Ebenezer Akansah, Elisha Elikem Kofi Senoo, Israel Mendonça, Masayoshi Aritsugi
Smart agricultural monitoring system: a practical design approach. IOT (2022)
Neni Alya Firdausanti, Tirana Noor Fatyanosa, Mahendra Data, Israel Mendonça, Masayoshi Aritsugi
Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped Classes. Big Data (2022)
Israel Mendonça, Antoine Trouvé, Akira Fukuda, Kazuaki J. Murakami
On Clustering Algorithms: Applications in Word-Embedding Documents. J. Comput. 14 (2) (2019)
Israel Mendonça, Antoine Trouvé, Akira Fukuda, Kazuaki J. Murakami
Exploring a Topical Representation of Documents for Recommendation Systems. iCAST (2018)
Israel Mendonça, Rosa Figueiredo, Vincent Labatut, Philippe Michelon
Relevance of Negative Links in Graph Partitioning: A Case Study Using Votes From the European Parliament. CoRR (2015)
Israel Mendonça, Rosa Figueiredo, Vincent Labatut, Philippe Michelon
Relevance of Negative Links in Graph Partitioning: A Case Study Using Votes from the European Parliament. ENIC (2015)