Author

Israel Mendonça

h-index 7 View on Semantic Scholar

We have 2 of 74 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Book Open access Jul 2026

A Pattern-Guided Hybrid Ant Colony Optimization with Local Search for the Bin Packing Problem

A hybrid ACO approach that combines local search with a construction phase guided by frequent packing patterns extracted from elite solutions is proposed, indicating that the proposed hybrid strategy improves solution quality for the BPP, while also achieving lower root mean square error and standard deviation.

C. Alves, Israel Mendonça, Pedro Henrique González · GECCO Companion · 0 citations

Towards Real-world Application of Timeline Summarization in a Local Media

A practical framework that integrates prompt compression and topic modeling is proposed that overcomes context window limitations by compressing inputs while explicitly supplementing them with extracted topic words, thereby preserving global contextual information.

Hayata Shinjo, Israel Mendonça, Masayoshi Aritsugi · 0 citations