Publications

Selected Publications

1. ✦ Danilo Vasconcellos Vargas and Toshitake Asabuki (2021). Continual, "Continual General Chunking Problem and SyncMap", AAAI 2021. (Acceptance rate 19.8%) Download arXiv preprint.. Download code.
2. ✦ Jiawei Su*, Danilo Vasconcellos Vargas* and Kouichi Sakurai (2019). One pixel attack for fooling deep neural networks. IEEE Transactions of Evolutionary Computation. Accepted (In Press). (On the News: BBC News, The Register, Hacker News, among others). (Impact Factor: 8.1). *Authors with equal contribution Download arXiv preprint..
3. ✦ Danilo Vasconcellos Vargas and Junichi Murata (2017), “Spectrum-Diverse Neuroevolution with Unified Neural Models”, IEEE Transactions on Neural Networks and Learning Systems, Volume 28, Issue 8, 1759-1773 (Impact Factor: 7.9). Download code.
4. ✦ Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano, Alexandre Claudio Botazzo Delbem (2015), “General Subpopulation Framework and Taming the Conflict Inside Populations”, Evolutionary computation 23 (1), 1-36 (Impact Factor: 3.80). Download draft Download code.
5. ✦Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata (2015), “Novelty-organizing team of classifiers in noisy and dynamic environments”. In IEEE Congress on Evolutionary Computation (CEC) 2015, 2937-2944. Download draft
6. ✦ Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata (2013), “Self organizing classifiers: first steps in structured evolutionary machine learning”, Evolutionary Intelligence 6 (2), 57-72. Download draft
7. ✦ Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata (2013), “Self organizing classifiers and niched fitness”. GECCO 2013, 1109-1116.

PhD Thesis

1. ✦ Danilo Vasconcellos Vargas (2016), Machine Learning and Optimization Algorithms Based on the Concept of Fitness Relativity, PhD Thesis.

Full publication list and indices (h-index, i10-index) on Google Scholar

Research News on Arxiv and Twitter.