Projects per year
Personal profile
Research interests
- Machine Learning
- Image, Video, signal processing
- People behaviour monitoring
- IoT technology
- AI assistants in professional environments
Expertise area
- Team leader activities: personnel management expertise of over 10 years.
- Project management: VTT project management of several large International projects and several work package leadership activities in International consortiums. Project management of several customer projects.
- Project work: technology development and research in various topics related to multimedia, signal processing and mobile, IoT and intelligent systems. Tasks have included SW implementation, SW design, requirements and specification creation, signal processing algorithm development and implementation, leading of the project team.
- Publishing activities: over 40 publications and guiding of almost 10 master thesis.
- Project preparation and marketing: successful creation of 10+ international projects containing tens of international participants. Preparation of tens of national, internal and customer projects.
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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Projects
- 3 Active
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InnoSale: Innovating Sales and Planning of Complex Industrial Products Exploiting Artificial Intelligence
Järvinen, S., Mäkelä, S., Peltola, J., Lämsä, A., Sormunen, T., Liikka, J. & Jurvansuu, M.
1/10/21 → 30/09/24
Project: Business Finland project
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STARLIGHT: Sustainable Autonomy and Resilience for LEAs using AI against High priority Threats
Heikkilä, A., Peltola, J., Sormunen, T. & Järvinen, S.
1/10/21 → 30/09/25
Project: EU project
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NOTINOES: iNteracting netwOrk of inTelligence and securIty practitiOners with iNdustry and acadEmia actorS
Toivonen, S., Peltola, J., Heikkilä, A., Aaltola, K. & Mäkelä, S.
1/08/21 → 31/01/25
Project: EU project
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Introducing VTT-ConIot: A Realistic Dataset for Activity Recognition of Construction Workers Using IMU Devices
Mäkelä, S-M., Lämsä, A., Keränen, J. S., Liikka, J., Ronkainen, J., Peltola, J., Häikiö, J., Järvinen, S. & López, M. B., 1 Jan 2022, In: Sustainability. 14, 1, 220.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)32 Downloads (Pure) -
Forecasting office indoor CO2 concentration using machine learning with a one-year dataset
Kallio, J., Tervonen, J., Räsänen, P., Mäkynen, R., Koivusaari, J. & Peltola, J., Jan 2021, In: Building and Environment. 187, 107409.Research output: Contribution to journal › Article › Scientific › peer-review
14 Citations (Scopus) -
Predicting Headline Effectiveness in Online News Media using Transfer Learning with BERT
Tervonen, J., Sormunen, T., Lämsä, A., Peltola, J., Kananen, H. & Järvinen, S., Jul 2021, Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, DeLTA 2021: Proceedings of the 2nd International Conference on Deep Learning Theory and Applications. Fred, A., Sansone, C. & Madani, K. (eds.). SciTePress, Vol. 1. p. 29-37 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Video-based fusion of multiple detectors to counter terrorism
de Dominicis, L., Bouma, H., Toivonen, S., Stifini, C., Villani, M. L., de Nicola, A., van Rooijen, A., Baan, J., Peltola, J., Lämsä, A. & Räsänen, P., 14 Oct 2021, Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies V. Bouma, H., Prabhu, R., Stokes, R. J. & Yitzhaky, Y. (eds.). International Society for Optics and Photonics SPIE, 118690J. (Proceedings of SPIE - The International Society for Optical Engineering, Vol. 11869).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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CFD simulations of direct-contact condensation of horizontal vapor jets
Pättikangas, T., Peltola, J., Hovi, V., Puustinen, M., Räsänen, A. & Kotro, E., 1 Jan 2019, 18th International Topical Meeting on Nuclear Reactor Thermal Hydraulics, NURETH 2019. cd-rom ed. American Nuclear Society (ANS), p. 1583-1596Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
1 Citation (Scopus)
Datasets
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SCOTT IAQ Dataset
Räsänen, P. (Creator), Koivusaari, J. (Creator), Kallio, J. (Creator), Rehu, J. (Creator), Ronkainen, J. (Creator), Tervonen, J. (Creator) & Peltola, J. (Supervisor), 25 Oct 2020
Dataset
Activities
- 1 Participating in a conference, workshop, ...
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Manufacturing Performance Days
Johannes Peltola (Participant)
4 Jun 2019 → 6 Jun 2019Activity: Participating in or organising an event types › Participating in a conference, workshop, ...