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2020 – today
- 2024
[c15]Anusha Ihalapathirana, Gunjan Chandra, Piia Lavikainen, Pekka Siirtola, Satu Tamminen, Nirzor Talukder, Janne Martikainen, Juha Röning:
Influence of Data Characteristics on Machine Learning Classification Performance and Stability of SHapley Additive exPlanations. ESANN 2024- 2023
- [j4]Pekka Siirtola
, Satu Tamminen, Gunjan Chandra, Anusha Ihalapathirana, Juha Röning:
Predicting Emotion with Biosignals: A Comparison of Classification and Regression Models for Estimating Valence and Arousal Level Using Wearable Sensors. Sensors 23(3): 1598 (2023) - [c14]Gianluca Rizzo, Alberto Franzin, Miia Lillstrang, Guillermo del Campo, Moisés Silva-Muñoz, Lluc Bono, Mina Aghaei Dinani, Xiaoli Liu, Joonas Tuutijärvi, Satu Tamminen, Edgar Saavedra, Asunción Santamaria, Xiang Su, Juha Röning:
ABIDI: A Reference Architecture for Reliable Industrial Internet of Things. AINA (2) 2023: 26-39 - 2022
- [j3]Gunjan Chandra, Pekka Siirtola, Satu Tamminen, Mikael Knip, Riitta Veijola, Juha Röning:
Impacts of Data Synthesis: A Metric for Quantifiable Data Standards and Performances. Data 7(12): 178 (2022) - [c13]Anja Keskinarkaus, Ekaterina Gilman, Lauri Lovén, Satu Tamminen, Marjo Hippi, Gang Xiong, Fenghua Zhu, Tapio Seppänen, Jukka Riekki, Susanna Pirttikangas:
Revealing reliable information from taxi traces: from raw data to information discovery. ICDE Workshops 2022: 46-53 - [c12]Xiaoli Liu, Satu Tamminen, Sasu Tarkoma, Xiang Su:
Trustworthy Distributed Intelligence for Smart Cities. ICDE Workshops 2022: 60-65 - 2021
- [c11]Oana Stoicescu, Eija Ferreira, Satu Tamminen, Pekka Siirtola, Gunjan Chandra, Riitta Veijola, Juha Röning:
ClinFlow - An Interactive Application for Clinical Data Mining. MIE 2021: 268-272 - 2020
- [j2]Ekaterina Gilman, Satu Tamminen, Rumana Yasmin, Eemeli Ristimella, Ella Peltonen, Markus Harju, Lauri Lovén, Jukka Riekki, Susanna Pirttikangas:
Internet of Things for Smart Spaces: A University Campus Case Study. Sensors 20(13): 3716 (2020) - [c10]Ekaterina Gilman, Satu Tamminen, Anja Keskinarkaus, Theodoros Anagnostopoulos, Xiang Su, Susanna Pirttikangas, Jukka Riekki:
Fuel consumption analysis of driven trips with respect to route choice. ICDE Workshops 2020: 40-47
2010 – 2019
- 2019
- [c9]Xiaoli Liu, Xiang Su, Satu Tamminen, Topi Korhonen, Juha Röning:
Predicting the Heart Rate Response to Outdoor Running Exercise. CBMS 2019: 217-220 - [c8]Xiaoli Liu, Satu Tamminen, Topi Korhonen, Juha Röning, Jukka Riekki:
Prediction of sleep efficiency from big physical exercise data. UbiComp/ISWC Adjunct 2019: 1186-1189 - 2018
- [c7]Satu Tamminen, Henna Tiensuu, Eija Ferreira, Heli Helaakoski, Vesa Kyllönen, Juha Jokisaari, Esa Puukko:
From Measurements to Knowledge - Online Quality Monitoring and Smart Manufacturing. ICDM 2018: 17-28 - [c6]Satu Tamminen, Xiaoli Liu, Henna Tiensuu, Eija Ferreira, Esa Puukko, Juha Röning:
AI Enhanced Alarm Presentation for Quality Monitoring. iThings/GreenCom/CPSCom/SmartData 2018: 834-839 - [c5]Xiaoli Liu, Satu Tamminen, Xiang Su, Pekka Siirtola, Juha Röning, Jukka Riekki, Jussi Kiljander, Juha-Pekka Soininen:
Enhancing Veracity of IoT Generated Big Data in Decision Making. PerCom Workshops 2018: 149-154 - 2013
- [j1]Satu Tamminen, Ilmari Juutilainen, Juha Röning:
Exceedance probability estimation for a quality test consisting of multiple measurements. Expert Syst. Appl. 40(11): 4577-4584 (2013) - 2010
- [c4]Satu Tamminen, Ilmari Juutilainen, Juha Röning:
Quantile Regression Model for Impact Toughness Estimation. ICDM 2010: 263-276
2000 – 2009
- 2008
- [c3]Satu Tamminen, Ilmari Juutilainen, Juha Röning:
Product design model for impact toughness estimation in steel plate manufacturing. IJCNN 2008: 989-992 - 2005
- [c2]Jarno Haapamäki, Satu Tamminen, Juha Röning:
Data Mining Methods in Hot Steel Rolling for Scale Defect Prediction. Artificial Intelligence and Applications 2005: 90-94 - 2000
- [c1]Satu Tamminen, Susanna Pirttikangas, Juha Röning:
Self-Organizing Maps in Adaptive Health Monitoring. IJCNN (4) 2000: 259-266
Coauthor Index
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