Satu Tamminen

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 13

Top Topics

Information Discovery

Wearable Sensors

Probability Estimation

Top Venues

UbiComp/ISWC Adjunct

iThings/GreenCom/CPSCom/SmartData

Publications

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)
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) (2023)
Xiaoli Liu, Satu Tamminen, Sasu Tarkoma, Xiang Su
Trustworthy Distributed Intelligence for Smart Cities. ICDE Workshops (2022)
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) (2022)
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)
Oana Stoicescu, Eija Ferreira, Satu Tamminen, Pekka Siirtola, Gunjan Chandra, Riitta Veijola, Juha Röning
ClinFlow - An Interactive Application for Clinical Data Mining. MIE (2021)
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)
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) (2020)
Xiaoli Liu, Satu Tamminen, Topi Korhonen, Juha Röning, Jukka Riekki
Prediction of sleep efficiency from big physical exercise data. UbiComp/ISWC Adjunct (2019)
Xiaoli Liu, Xiang Su, Satu Tamminen, Topi Korhonen, Juha Röning
Predicting the Heart Rate Response to Outdoor Running Exercise. CBMS (2019)
Satu Tamminen, Xiaoli Liu, Henna Tiensuu, Eija Ferreira, Esa Puukko, Juha Röning
AI Enhanced Alarm Presentation for Quality Monitoring. iThings/GreenCom/CPSCom/SmartData (2018)
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)
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)
Satu Tamminen, Ilmari Juutilainen, Juha Röning
Exceedance probability estimation for a quality test consisting of multiple measurements. Expert Syst. Appl. 40 (11) (2013)
Satu Tamminen, Ilmari Juutilainen, Juha Röning
Quantile Regression Model for Impact Toughness Estimation. ICDM (2010)
Satu Tamminen, Ilmari Juutilainen, Juha Röning
Product design model for impact toughness estimation in steel plate manufacturing. IJCNN (2008)
Jarno Haapamäki, Satu Tamminen, Juha Röning
Data Mining Methods in Hot Steel Rolling for Scale Defect Prediction. Artificial Intelligence and Applications (2005)
Satu Tamminen, Susanna Pirttikangas, Juha Röning
Self-Organizing Maps in Adaptive Health Monitoring. IJCNN (4) (2000)