Danilo Vasconcellos Vargas | Last modified date:2023.11.27 |
Associate Professor /
Faculty of Information Science and Electrical Engineering, Kyushu University
Department of Informatics
Faculty of Information Science and Electrical Engineering
Department of Informatics
Faculty of Information Science and Electrical Engineering
Graduate School
Undergraduate School
Other Organization
Other
Administration Post
Other
Homepage
https://kyushu-u.elsevierpure.com/en/persons/danilo-vasconcellos-vargas
Reseacher Profiling Tool Kyushu University Pure
http://lis.inf.kyushu-u.ac.jp/
Laboratory of Intelligent Systems (team leader) .
http://danilovargas.org
Academic Degree
PhD
Country of degree conferring institution (Overseas)
Yes Bachelor
Field of Specialization
Artificial General Intelligence, Cognitive Architecture, (Deep) Neural Networks, Evolutionary Computation, Global Optimization and Applications (Security, Robotics, among others).
Total Priod of education and research career in the foreign country
14years00months
Outline Activities
(Please look at the lab's website for recent info regarding research and activities) Regarding research, I aim to develop a new generation of artificial intelligence. Additionally, I am applying the most recent artificial intelligence techniques to solve various problems in areas that range from security to electrical engineering. The results are published on top journals and conferences. In 2017, my research was published in the BBC news and in the same year my paper was published in the highest impact journal of the area of neural networks (IEEE Trans. Neural Networks).
To pursue research vigorously, I am also applying to various grants. In 2018 and 2017, I was awarded three grants, including the very competitive ACT-I.
In relation to education, I created two new courses (Artificial Intelligence I - Understanding the Basics and Artificial Intelligence II - Understanding the State of the Art), got accepted to present a tutorial in GECCO (which is a Core Rank A Conference) and also created a club for artificial intelligence in Kyushu University.
To pursue research vigorously, I am also applying to various grants. In 2018 and 2017, I was awarded three grants, including the very competitive ACT-I.
In relation to education, I created two new courses (Artificial Intelligence I - Understanding the Basics and Artificial Intelligence II - Understanding the State of the Art), got accepted to present a tutorial in GECCO (which is a Core Rank A Conference) and also created a club for artificial intelligence in Kyushu University.
Research
Research Interests
Membership in Academic Society
- Self-Organization based Learning: Pioneering a new Paradigm in AI
keyword : Self-Organization, Artificial Intelligence
2021.04~2025.04. - Learning Internal Representations Robust against Adversarial Attacks
keyword : Adversarial Machine Learning
2020.04~2022.04. - Perceptual Deep Neural Networks
keyword : Adversarial Machine Learning
2020.04~2022.04. - Artificial General Intelligence, Cognitive Architecture;
keyword : Artificial General Intelligence
2016.11~2016.11. - Evolutionary Computation, Global Optimization;
keyword : Evolutionary Computation
2017.03~2017.03. - Machine Learning, (Deep) Neural Networks, Neuroevolution;
keyword : (Deep) Neural Networks
2017.03~2017.03. - Applications in Cybersecurity, Robotics, Economic dispatch, Brain Science, Medicine, etc.
keyword : Cybersecurity, Robotics, Economic dispatch, Brain Science, Medicine,
2017.03~2017.03.
Books
1. | Steven Van Uytsel, Danilo Vasconcellos Vargas, Autonomous Vehicles: Business, Technology and Law (Perspectives in Law, Business and Innovation) , Springer, 2021.01. |
Papers
- IEEE
Educational
Educational Activities
2021
(IUPE)Programming Practice I
(IUPE)Programming Methodology Ⅰ
Information Science (English)
Hardware Experiments
2020
学部
情報論理学(日本語)
Information Science (English)
2018, 2019
学部
情報科学 [単独] (英語)
大学院修士課程
Algorithms and the Law [分担] (英語)
Other Educational Activities
(IUPE)Programming Practice I
(IUPE)Programming Methodology Ⅰ
Information Science (English)
Hardware Experiments
2020
学部
情報論理学(日本語)
Information Science (English)
2018, 2019
学部
情報科学 [単独] (英語)
大学院修士課程
Algorithms and the Law [分担] (英語)
- 2020.01, Adversarial Machine Learning: On The Deeper Secrets of Deep Learning
Conference: IJCAI 2020
(Tutorial in Top Conference). - 2020.07, Adversarial Machine Learning: On The Deeper Secrets of Deep Learning
Conference: WCCI 2020
(Tutorial in Top Conference). - 2018.07, Evolutionary Reinforcement Learning: General Models and Adaptation
Conference: GECCO 2018
(Tutorial in Top Conference). - 2018.07, Introducing Learning Classifier Systems: Rules that Capture Complexity
Conference: GECCO 2018
(Tutorial in Top Conference).
Social
Professional and Outreach Activities
To promote interest in AI research and development, I am creating an autonomous drone competition.
I plan to create multiple projects with and/or within companies tackling SDGs.
My recently created company is tackling at least 5 SDGs directly and I hope to help create much more socio-economical impact as well as a healthy entrepreneurship ecosystem..
I plan to create multiple projects with and/or within companies tackling SDGs.
My recently created company is tackling at least 5 SDGs directly and I hope to help create much more socio-economical impact as well as a healthy entrepreneurship ecosystem..
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