Israel Mendonça

According to our database, Israel Mendonça authored at least 24 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Noise-free sampling with majority framework for an imbalanced classification problem.

Neni Alya Firdausanti, Israel Mendonça, Masayoshi Aritsugi

Knowl. Inf. Syst., July, 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., May, 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

A Multi-centrality Heuristic for the Bandwidth Reduction Problem.

João Maues, Israel Mendonça, Glauco Amorim, Sanderson L. Gonzaga de Oliveira, Ana Isabel Pereira, Diego Brandão, Pedro Henrique González

Proceedings of the Computational Science and Its Applications - ICCSA 2024, 2024

Semi-automated Disaster Image Tagging While Protecting Privacy: A Case Study.

Ikuto Takashima, Kotaro Yasuda, Yukiko Takeuchi, Masayoshi Aritsugi, Akihiro Shibayama, Israel Mendonça

Proceedings of the Database and Expert Systems Applications, 2024

A Q-Learning Hybrid BRKGA Applied to the Knapsack Problem with Forfeits.

Gabriel Souto, Masayoshi Aritsugi, Israel Mendonça, Luidi Simonetti, Pedro Henrique González

Proceedings of the IEEE Congress on Evolutionary Computation, 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

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Efficient Hyperparameter Optimization Using Deep Q-Network and BRKGA.

Kosei Kobayashi, Masayoshi Aritsugi, Pedro Henrique González, Israel Mendonça

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Optimization of Node Reduction Using BRKGA for GNN-Based Traffic Speed Forecasting.

Yuto Inokuchi, Pedro Henrique González, Israel Mendonça, Masayoshi Aritsugi

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

ACO With Reinforcement Learning Applied to Rescues Operations on Urban Forests.

Cláudio Alves, Israel Mendonça, Vanessa de Almeida Guimarèes, Pedro Henrique González

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Monitoring and Control Framework for IoT, Implemented for Smart Agriculture.

Elisha Elikem Kofi Senoo, Ebenezer Akansah, Israel Mendonça, Masayoshi Aritsugi

Sensors, March, 2023

A Population-Based Hybrid Approach for Hyperparameter Optimization of Neural Networks.

Luis Japa, Marcello Serqueira, Israel Mendonça, Masayoshi Aritsugi, Eduardo Bezerra, Pedro Henrique González

IEEE Access, 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

Proceedings of the 13th International Conference on the Internet of Things, 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

Proceedings of the Information Integration and Web Intelligence, 2023

Age Classification Based on Voice Using Mel-Spectrogram and MFCC.

Tariq Al-Maashani, Israel Mendonça, Masayoshi Aritsugi

Proceedings of the 24th International Conference on Digital Signal Processing, 2023

Text Augmentation Based on Integrated Gradients Attribute Score for Aspect-based Sentiment Analysis.

Noviyanti Santoso, Israel Mendonça, Masayoshi Aritsugi

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

Automatic Rule Definition for Pattern-Based Text Mining.

Minoki Kuriu, Israel Mendonça, Masayoshi Aritsugi

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022

Smart agricultural monitoring system: a practical design approach.

Ebenezer Akansah, Elisha Elikem Kofi Senoo, Israel Mendonça, Masayoshi Aritsugi

Proceedings of the 12th International Conference on the Internet of Things, 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

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

A conjugated evolutionary algorithm for hyperparameter optimization.

Luis Japa, Marcello Serqueira, Israel Mendonça, Eduardo Bezerra, Masayoshi Aritsugi, Pedro Henrique González

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped Classes.

Neni Alya Firdausanti, Tirana Noor Fatyanosa, Mahendra Data, Israel Mendonça, Masayoshi Aritsugi

Proceedings of the IEEE International Conference on Big Data, 2022

2019

On Clustering Algorithms: Applications in Word-Embedding Documents.

Israel Mendonça, Antoine Trouvé, Akira Fukuda, Kazuaki J. Murakami

J. Comput., 2019

2018

Exploring a Topical Representation of Documents for Recommendation Systems.

Israel Mendonça, Antoine Trouvé, Akira Fukuda, Kazuaki J. Murakami

Proceedings of the 9th International Conference on Awareness Science and Technology, 2018

2015

Relevance of Negative Links in Graph Partitioning: A Case Study Using Votes from the European Parliament.

Israel Mendonça, Rosa Figueiredo, Vincent Labatut, Philippe Michelon

Proceedings of the 2015 Second European Network Intelligence Conference, 2015