Satu Tamminen

According to our database, Satu Tamminen authored at least 19 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Influence of Data Characteristics on Machine Learning Classification Performance and Stability of SHapley Additive exPlanations.

Anusha Ihalapathirana, Gunjan Chandra, Piia Lavikainen, Pekka Siirtola, Satu Tamminen, Nirzor Talukder, Janne Martikainen, Juha Röning

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

Predicting Emotion with Biosignals: A Comparison of Classification and Regression Models for Estimating Valence and Arousal Level Using Wearable Sensors.

Pekka Siirtola, Satu Tamminen, Gunjan Chandra, Anusha Ihalapathirana, Juha Röning

Sensors, February, 2023

ABIDI: A Reference Architecture for Reliable Industrial Internet of Things.

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

Proceedings of the Advanced Information Networking and Applications, 2023

2022

Impacts of Data Synthesis: A Metric for Quantifiable Data Standards and Performances.

Gunjan Chandra, Pekka Siirtola, Satu Tamminen, Mikael Knip, Riitta Veijola, Juha Röning

Data, 2022

Revealing reliable information from taxi traces: from raw data to information discovery.

Anja Keskinarkaus, Ekaterina Gilman, Lauri Lovén, Satu Tamminen, Marjo Hippi, Gang Xiong, Fenghua Zhu, Tapio Seppänen, Jukka Riekki, Susanna Pirttikangas

Proceedings of the 38th IEEE International Conference on Data Engineering Workshops, 2022

Trustworthy Distributed Intelligence for Smart Cities.

Xiaoli Liu, Satu Tamminen, Sasu Tarkoma, Xiang Su

Proceedings of the 38th IEEE International Conference on Data Engineering Workshops, 2022

2021

ClinFlow - An Interactive Application for Clinical Data Mining.

Oana Stoicescu, Eija Ferreira, Satu Tamminen, Pekka Siirtola, Gunjan Chandra, Riitta Veijola, Juha Röning

Proceedings of the Public Health and Informatics, 2021

2020

Internet of Things for Smart Spaces: A University Campus Case Study.

Ekaterina Gilman, Satu Tamminen, Rumana Yasmin, Eemeli Ristimella, Ella Peltonen, Markus Harju, Lauri Lovén, Jukka Riekki, Susanna Pirttikangas

Sensors, 2020

Fuel consumption analysis of driven trips with respect to route choice.

Ekaterina Gilman, Satu Tamminen, Anja Keskinarkaus, Theodoros Anagnostopoulos, Xiang Su, Susanna Pirttikangas, Jukka Riekki

Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020

2019

Prediction of sleep efficiency from big physical exercise data.

Xiaoli Liu, Satu Tamminen, Topi Korhonen, Juha Röning, Jukka Riekki

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Predicting the Heart Rate Response to Outdoor Running Exercise.

Xiaoli Liu, Xiang Su, Satu Tamminen, Topi Korhonen, Juha Röning

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018

Enhancing Veracity of IoT Generated Big Data in Decision Making.

Xiaoli Liu, Satu Tamminen, Xiang Su, Pekka Siirtola, Juha Röning, Jukka Riekki, Jussi Kiljander, Juha-Pekka Soininen

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

AI Enhanced Alarm Presentation for Quality Monitoring.

Satu Tamminen, Xiaoli Liu, Henna Tiensuu, Eija Ferreira, Esa Puukko, Juha Röning

Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

From Measurements to Knowledge - Online Quality Monitoring and Smart Manufacturing.

Satu Tamminen, Henna Tiensuu, Eija Ferreira, Heli Helaakoski, Vesa Kyllönen, Juha Jokisaari, Esa Puukko

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2018

2013

Exceedance probability estimation for a quality test consisting of multiple measurements.

Satu Tamminen, Ilmari Juutilainen, Juha Röning

Expert Syst. Appl., 2013

2010

Quantile Regression Model for Impact Toughness Estimation.

Satu Tamminen, Ilmari Juutilainen, Juha Röning

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

2008

Product design model for impact toughness estimation in steel plate manufacturing.

Satu Tamminen, Ilmari Juutilainen, Juha Röning

Proceedings of the International Joint Conference on Neural Networks, 2008

2005

Data Mining Methods in Hot Steel Rolling for Scale Defect Prediction.

Jarno Haapamäki, Satu Tamminen, Juha Röning

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2000

Self-Organizing Maps in Adaptive Health Monitoring.

Satu Tamminen, Susanna Pirttikangas, Juha Röning

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000