業績リスト

主要論文

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.

博士論文

1. ✦ Danilo Vasconcellos Vargas (2016), 適応度相対性概念に基づく機械学習および最適化アルゴリズムに関する研究, PhD Thesis.