Data-analytiikalla uutta tietoa ja sujuvuutta arkeen sekä tuotantoon
Ryhmämme toimii Tampereen yliopiston Porin kampuksella, Porin yliopistokeskuksessa. Tavoitteenamme on edistää yritysten ja elinkeinoelämän valmiutta hyödyntää data-analytiikan ja koneoppimisen uusimpia ratkaisuja.
Tärkeimpiä tutkimusaiheitamme ovat:
- maatalouden data-analytiikka
- data-analytiikka hyvinvointipalveluissa
- generatiivisen tekoälyn sovellukset
- biosfäärin ja maastonkehityksen mallinnus data-analytiikalla.
Ajankohtaista
Yhteyshenkilö
Ryhmän johtaja
Ryhmän jäsenet
Käynnissä olevat projektit
Päättyneet projektit
2024
- Shahbakhti, M, Beiramvand, M, Hakimi, N, Rejer, I, Lipping, T, Broniec-Wojcik, A & Sole-Casals, J 2024, 'Fusing Fuzzy Entropy with Gaussian and Exponential Membership Functions Outperforms Traditional Entropy Metrics in Monitoring the Depth of Anesthesia using a Single Frontal EEG Channel', IEEE Sensors Letters, vol. 8, no. 3, 6002904. https://doi.org/10.1109/LSENS.2024.3369318
- Rahman, SMM, Shaikh, A, Mattila, H, Lipping, T, Sari, M, Raumonen, P & Virkki, J 2024, A Hat-Integrated HCI System for Serious Games–Proof-of-Concept Applications in Focus Detection and Game Controlling. in P Dondio, M Rocha, A Brennan, A Schönbohm, F de Rosa, A Koskinen & F Bellotti (eds), Games and Learning Alliance - 12th International Conference, GALA 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14475 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 373-382, International Conference on Games and Learning Alliance, Dublin, Ireland, 29/11/23. https://doi.org/10.1007/978-3-031-49065-1_36
- Narra Girish, N, Hietala, R & Lipping, T 2024, Analysing Data from Open Sources to Manage Risks in Food Production. in Digital Agriculture A Solution for Sustainable Food and Nutritional Security. https://doi.org/10.1007/978-3-031-43548-5_20
- Lipping, T, Linna, P & Narra Girish, N 2024, Datan avulla tehokkaampaa viljelyä. in ROBOAI TUTKIMUS- JA TUOTEKEHITYSKESKUS. <https://urn.fi/URN:NBN:fi-fe202401193513>
- Lipping, T & Ranta, P 2024, Digital Yield Predictions. in Digital Agriculture A Solution for Sustainable Food and Nutritional Security. https://doi.org/10.1007/978-3-031-43548-5_12
2023
- Turunen, J & Lipping, T 2023, 3D Data Economy Satakunta's Success Factor in Digital Green Growth: Pilotti 1: Datan hyödyntämisen konsepti teollisuus- ja automaatioympäristössä . Prizztech Oy. <https://www.prizz.fi/media/automaatio-ja-robotiikka/automaatio-ja-robotiikka-materiaalit/3d_dataeco_pilot1_loppuraportti_v1_25.8.2023.pdf>
- Beiram Vand, M, Shahbakhti, M & Lipping, T 2023, Cross-Entropy-Based Assessment of Mental Workloads Using Two Prefrontal EEG Channels. in 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology. IEEE, pp. 49-50, International Conference on Data Science and Engineering in Healthcare, Medicine & Biology, St. Julians, Malta, 7/12/23. https://doi.org/10.1109/IEEECONF58974.2023.10404709
- Lipping, T & Turunen, J 2023, 'Data-analytiikkapilotit teollisuudessa: Mitä opimme?', Säikeitä, vol. 2023, pp. 10-11. <https://issuu.com/ucpori/docs/saikeita2023_web>
- Turunen, J & Lipping, T 2023, 'Feasibility of neural network metamodels for emulation and sensitivity analysis of radionuclide transport models', Scientific Reports, vol. 13, 6985, pp. 1-11. https://doi.org/10.1038/s41598-023-34089-9
- Merilampi, SL, Jyräkoski, T, Poberznik, A, Karttunen, N, Seessalo, T, Virkki, J & Lipping, T 2023, Gamified Wearable EEG Technology to Support Controlling of Cognitive Load After Brain Injury. in Games and Learning Alliance - 12th International Conference, GALA 2023, Proceedings. Lecture Notes in Computer Science, vol. 14475, Springer, pp. 390-395, International Conference on Games and Learning Alliance, Dublin, Ireland, 29/11/23. https://doi.org/10.1007/978-3-031-49065-1_38
- Beiramvand, M, Lipping, T, Karttunen, N & Koivula, R 2023, Mental Workload Assessment using Low-Channel Prefrontal EEG Signals. in 2023 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2023 - Conference Proceedings. IEEE, IEEE International Symposium on Medical Measurements and Applications, Jeju, Korea, Republic of, 14/06/23. https://doi.org/10.1109/memea57477.2023.10171942