Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master's degree, Business and Economics, Aalto University
Award Date: 10 Dec 2017
Bachelor's degree, Business and Economics, European Business School Schloss Reichartshausen
Award Date: 30 Jun 2014
Keywords
- machine learning
- Data Science
- Business analytics
- Artificial intelligence
- Agent-based simulations
- Reinforcement learning
- Finance
- Forests
Fingerprint
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AI for Optimal and Sustainable Forest Management
Back, P., 2022, Aalto University. 93 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Real-World Reinforcement Learning: Observations from Two Successful Cases
Back, P., 23 Jun 2021, Proceedings of the 34th Bled eConference: Digital Support from Crisis to Progressive Change. Univerza v Mariboru, p. 273 285 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile45 Downloads (Pure) -
Reinforcement Learning in Optimizing Forest Management
Malo, P., Tahvonen, O., Suominen, A., Back, P. & Viitasaari, L., Oct 2021, In: Canadian Journal of Forest Research. 51, 10, p. 1393-1409 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)68 Downloads (Pure) -
Towards sustainable forest management strategies with MOEAs
Back, P., Suominen, A., Malo, P., Tahvonen, O., Blank, J. & Deb, K., 25 Jun 2020, Proceedings of the 2020 Genetic and Evolutionary Computation Conference. ACM, p. 1046-1054 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Knowledge-Driven Approaches for Financial News Analytics
Upreti, B., Back, P., Malo, P., Ahlgren, O. & Sinha, A., 24 Oct 2019, Network Theory and Agent-Based Modeling in Economics and Finance. p. 375-404Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
Projects
- 1 Active
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AIFORE: Next-Generation Forest Management
Malo, P., Back, P., Solatie, J. & Suominen, A.
01/01/2021 → 31/10/2022
Project: Business Finland: New business from research ideas (TUTLI)
Press / Media
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Aalto University: From Research to Business - Doctoral Student Philipp Back and Team Initiate Forestry Startup Formation (6/7/22)
07/06/2022
1 item of Media coverage
Press/Media: Media appearance
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Aalto University: From Research to Business - Doctoral Student Philipp Back and Team Initiate Forestry Startup Formation
07/06/2022
1 item of Media coverage
Press/Media: Media appearance
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Suomalaisyliopistot kehittivät metsänhoitomenetelmän, joka shakki- ja Go-ohjelmista tutuilla algoritmeilla huomioi sekä jatkuvan kasvatuksen että avohakkuut
Antti Suominen & Philipp Back
08/02/2022
1 item of Media coverage
Press/Media: Media appearance