Research output per year
Research output per year
Personal profile
Associate professor
Matemaattinen rahoitus. Matematiikan laitos. 2009 - 2014.
Education/Academic qualification
Doctor of Science (Technology), Industrial Management
Award Date: 9 Nov 2005
Master of Science (Technology)
Award Date: 21 Aug 2002
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):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
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Dive into the research topics where Juho Kanniainen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Classifying and clustering trading agents
Wilinski, M., Goel, A., Iosifidis, A. & Kanniainen, J., 2026, (E-pub ahead of print) In: Quantitative Finance.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Optimizing the Output of Long Short-Term Memory Cell for High-Frequency Forecasting in Financial Markets
Ntakaris, A., Gabbouj, M. & Kanniainen, J., Feb 2026, In: IEEE Transactions on Neural Networks and Learning Systems. 37, 2, p. 795-808Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)5 Downloads (Pure) -
Risk reduced sparse index tracking portfolio: A topological data analysis approach
Goel, A., Pasricha, P. & Kanniainen, J., Jan 2026, In: Omega. 138, 103432.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)6 Downloads (Pure) -
Topological clustering of agents in information contagions: Application to financial markets
Goel, A., Hansen, H. & Kanniainen, J., Apr 2026, In: Expert Systems with Applications. 305, 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Electricity Market Turbulence: Price Fluctuations in Wholesale Electricity Markets in Finland
Pikkarainen, M., Laine, J., Järventausta, P. & Kanniainen, J., 2025, 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe). IEEE, 5 p. (IEEE PES Innovative Smart Grid Technologies Conference Europe).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile3 Downloads (Pure)
Activities
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Pre-examination of Jukka Ilomäki's PhD Dissertation "Essays on Financial Economics: Animal Spirits in Financial Markets"
Kanniainen, J. (Examiner)
Dec 2016Activity: Evaluation, examination and supervision › Pre-examination of dissertation or acting as opponent to doctoral students
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Pre-examination of Kang Li's PhD Dissertation "Essays on Credit Risk in SMEs"
Kanniainen, J. (Examiner)
2 Sept 2016Activity: Evaluation, examination and supervision › Pre-examination of dissertation or acting as opponent to doctoral students
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Applied Economics (Journal)
Kanniainen, J. (Reviewer)
Sept 2016 → Oct 2016Activity: Publication peer-review and editorial work › Reviewer of Scientific Journal
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Physica A (Journal)
Kanniainen, J. (Reviewer)
Aug 2016 → Nov 2016Activity: Publication peer-review and editorial work › Reviewer of Scientific Journal
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Journal of Banking and Finance (Journal)
Kanniainen, J. (Reviewer)
Jun 2016Activity: Publication peer-review and editorial work › Reviewer of Scientific Journal