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プロフィール詳細
プロジェクトを作成
★★★★★
☆☆☆☆☆
Dr. Anton V.に依頼
Finland

Data and ML Consultant | Ph.D. in Operations Research

プロフィール概要
専門分野
サービス
Research Market Research, Feasibility Study
Consulting Scientific and Technical Consulting
Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Big Data Analytics, Data Processing, Data Insights
Product Development Formulation, Product Evaluation, Product Validation, Concept Development, Prototyping
職務経験

IT migration consultant (subcontractor)

Valuemotive Oy

6月 2021 - 10月 2021

AI Engineer

The Finnish Environment Institute

7月 2021 - 9月 2021

Doctoral Researcher

Aalto University, Department of Mathematics and Systems Analysis

10月 2014 - 6月 2021

University teacher

Aalto University, Department of Mathematics and Systems Analysis

9月 2010 - 3月 2021

Data Scientist (subcontractor)

AI Roots Oy

10月 2020 - 2月 2021

Secretary

Finnish Operations Research Society

9月 2015 - 2月 2017

Analytics developer trainee

Comptel Oyj (currently owned by Nokia)

6月 2014 - 9月 2014

Undergraduate Research Assistant

Aalto University, Systems Analysis Laboratory

7月 2012 - 9月 2013

Data Scientist

MediaMark (Business Finland project)

7月 2012 - 9月 2013

Data Scientist Trainee

Helsinki City Rescue Department, Risk Management Unit

7月 2009 - 10月 2009

学歴

Ph.D. (Department of Mathematics and Systems Analysis)

Aalto-yliopisto Perustieteiden korkeakoulu

10月 2014 - 現在

M.Sc. (Department of Mathematics and Systems Analysis)

Aalto-yliopisto Perustieteiden korkeakoulu

2月 2014 - 6月 2014

B.Sc. (Department of Mathematics and Systems Analysis)

Aalto-yliopisto Perustieteiden korkeakoulu

1月 2008 - 2月 2014

認定資格
  • 認定資格の詳細は未入力です。
出版物
JOURNAL ARTICLE
Anton Von Schantz and Harri Ehtamo and Simo Hostikka(2021). Minimization of mean-CVaR evacuation time of a crowd using rescue guides: a scenario-based approach . Collective Dynamics. 6. Forschungszentrum Julich, Zentralbibliothek
Anton von Schantz and Harri Ehtamo(2019). Pushing and overtaking others in a spatial game of exit congestion . Physica A: Statistical Mechanics and its Applications. 527. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 121151. Elsevier {BV}
Anton von Schantz and Harri Ehtamo(2015). Spatial game in cellular automaton evacuation model . Physical Review E. 92. (5). American Physical Society ({APS})
PREPRINT
(2020). Minimizing the evacuation time of a crowd from a complex building using rescue guides.
CONFERENCE PAPER
Anton von Schantz and Harri Ehtamo and Ilmari Pärnänen(2017). Twotype multiagent game for egress congestion . Proceedings of the 50th Hawaii International Conference on System Sciences (2017). Hawaii International Conference on System Sciences
Anton von Schantz and Harri Ehtamo(2014). Cellular automaton evacuation model coupled with a spatial game . Active Media Technology. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 371--382. Springer International Publishing