基本信息
浏览量:530
职业迁徙
个人简介
My research focus is in Artificial Intelligence, on Machine Learning (predictive analysis) and Change of Scales (abstraction) for Modelling Complex Systems. I rely on Multi-agent Simulations and Machine Learning algorithms to address problems where multi-scale and data integration are key issues. My fields of application include Metagenomics, Nutrigenomics, Epidemiology, Decision-support Research for Environmental Applications and Models. I am in charge of Master Courses at University Paris 6, University Paris 13, Vietnamese National University (VNU), and Université des Sciences et Technologies d'Hanoi (USTH).
Keywords: Artificial Intelligence, Machine Learning, Agent-Based Modelling, Simulation, Optimization, Hybrid Modelling, Complex Systems Modelling and Abstraction.
Université Pierre et Marie Curie (Paris VI) Thèse d'habilitation à diriger les recherches (HDR), Artificial Intelligence 2000 年 – 2001 年 Changements de représentations, abstractions et apprentissages Université Pierre et Marie Curie (Paris VI) Université Pierre et Marie Curie (Paris VI) Doctor of Philosophy (PhD), Artificial Intelligence, Très Honorable avec les félicitations du jury 1993 年 – 1996 年 Appariements et changements de représentation pour l’apprentissage symbolique Université Pierre et Marie Curie (Paris VI) Université Pierre et Marie Curie (Paris VI) Master, Artificial Intelligence, Major 1991 年 – 1992 年 Institut national des Langues et Civilisations orientales Institut national des Langues et Civilisations orientales DULCO, Chinese 1990 年 – 1992 年 DULCO en Chinois Université René Descartes (Paris V) Université René Descartes (Paris V) DESS (Master), Computer Science in Life Science 1985 年 – 1986 年 DESS Science de la Vie SUP'AERO Engineer's degree, Computer Science 1982 年 – 1985 年 社团活动: Theatre, Cabaret, Chess Lycée Louis le Grand Bachelor of Science (B.S.), Mathématique Supérieure & Spéciale 1980 年 – 1982 年 www.louis-le-grand.org/
Experience
Laboratory Director of UMMISCO UMI 209 IRD 2014 年 1 月 – 至今 (2 年 3 个月) Unité Mixte Internationale Modélisation Mathématique et Informatique des Systèmes COmplexes UMMISCO UMI 209 IRD/UPMC. Institut de Recherche pour le Developpement (IRD) Directeur de Recherche Institut de Recherche pour le Developpement (IRD) 2007 年 11 月 – 至今 (8 年 5 个月) Senior Researcher. Coordinateur du Programme Doctoral International Modélisation des Systèmes Complexes (UPMC/IRD) Integromics ICAN 2015 年 – 2015 年 (不到 1 年) Integromics ICAN 2015 年 – 2015 年 (不到 1 年) Université Paris 13 Nord Full Professor of Computer Science Université Paris 13 Nord 2001 年 9 月 – 2007 年 10 月 (6 年 2 个月)法国 巴黎地区 Spécialité: Intelligence Artificielle, Apprentissage, Machine Learning UPMC - Sorbonne Universities Maitre de Conférences (Associate Professor) UPMC - Sorbonne Universities 1996 年 9 月 – 2001 年 8 月 (5 年)法国 巴黎地区 Associate Professor in Artificial Intelligence Thales Head of European research Project Thales 1990 年 – 1992 年 (2 年) Head of the ESPRIT ALF Research Project (Atelier de Logiciel Futur, ESPRIT Project n°1520). Tufts Medical Center Vice-President of R&D of Transition Systems Inc. Tufts Medical Center 1988 年 – 1989 年 (1 年) TSI Inc. was a profit subsidiary of the New England Medical Center (now Tufts Medical Center) Tufts Medical Center Software Engineer in Artificial Intelligence at Transition Systems Inc. Tufts Medical Center 1986 年 9 月 – 1987 年 12 月 (1 年 4 个月) Development of the EAGLE system for Data Analysis and Mining of large medical databases.Using the language Model204, a database management system for IBM and compatible mainframe computers. Installation of IBM9370 mainframe throughout American's Hospital. IBM France Software Engineer IBM France 1985 年 6 月 – 1985 年 8 月 (3 个月)法国 巴黎地区 Training Period on the sofware Framework (launched in 1984, was the first office suite to run on the PC 8086 with DOS operating system). Develoment of application in the Framework built-in interpreter, the FRED (Frame Editor) computer language (it was based on Lisp and included an Eval function. It applied to all text and frame type across the product).
所做项目
ANR GEN*
开始日期: 2013 年 11 月
Gen* is an ANR (French National Research Agency) funded project having the ambition to propose tools and methods to generate realistic synthetic populations for agent-based social simulation.
The Gen* project aims at combining applied mathematics and computer science approaches in order to incorporate arbitrary data and to generate statistically valid populations of artificial agents. Generic methods applicable to different use cases (e.g. urban/rural populations, downscaling needs...) will be provided and implemented in R and Java in order to be integrated as open-source libraries in existing agent-based simulation platforms. This offer will of course be completed with a methodological guide and several tutorials in order for end-users to master the methods and their combinations.
团队成员:
Jean-Daniel Zucker, Alexis Drogoul, Frédéric Amblard, Francois Prenot-Guinard, Patrick Taillandier, Kei-Leo Brousmiche
Gen*
开始日期: 2014 年 9 月
Gen* is an ANR (French National Research Agency) funded project having the ambition to propose tools and methods to generate realistic synthetic populations for agent-based social simulation.
The Gen* project aims at combining applied mathematics and computer science approaches in order to incorporate arbitrary data and to generate statistically valid populations of artificial agents. Generic methods applicable to different use cases (e.g. urban/rural populations, downscaling needs...) will be provided and implemented in R and Java in order to be integrated as open-source libraries in existing agent-based simulation platforms.
团队成员:
Jean-Daniel Zucker, Frédéric Amblard, Carlos Sureda Gutiérrez, Benoit Gaudou, Alexis Drogoul, Patrick Taillandier, Francois Prenot-Guinard
GAMA
开始日期: 2011 年 10 月
GAMA is a modeling and simulation development environment for building spatially explicit agent-based simulations.
团队成员:
Jean-Daniel Zucker, Arnaud Grignard, Alexis Drogoul, Benoit Gaudou
研究兴趣
论文共 237 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Microbial Genomicsno. 4 (2024)
Journal of electrocardiology (2023): 125-132
引用5浏览0EI引用
5
0
Nature Communicationsno. 1 (2023)
引用0浏览0引用
0
0
HEPATOLOGY (2023): S854-S854
引用0浏览0引用
0
0
Archives des Maladies du Coeur et des Vaisseaux - Pratiqueno. 316 (2023): 12-21
bioRxiv (Cold Spring Harbor Laboratory) (2023)
引用0浏览0引用
0
0
Scientific Reportsno. 1 (2023): 1-12
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn