Comparison of Regression and Classification Models for User-Independent and Personal Stress Detection by Pekka Siirtola, Juha Röning

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Automatic Jig-Assisted Battery Exchange for Lightweight Drones by Aleksi Vilkki, Antti Tikanmäki, Juha Röning

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Evidence-Based and Explainable Smart Decision Support for Quality Improvement in Stainless Steel Manufacturing by Henna Tiensuu, Satu Tamminen, Esa Puukko, Juha Röning

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Leveraging machine learning for predicting acute graft-versus-host disease grades in allogeneic hematopoietic cell transplantation for T-cell prolymphocytic leukaemia by Gunjan Chandra, Junfeng Wang, Pekka Siirtola, Juha Röning

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CAN Interface Insights for Electric Vehicle Battery Recycling by Tero Niemi, Tero Kaarlela, Emilia Niittyviita, Ulla Lassi, Juha Röning

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Predicting Emotion with Biosignals: A Comparison of Classification and Regression Models for Estimating Valence and Arousal Level Using Wearable Sensors by Pekka Siirtola, Satu Tamminen, Gunjan Chandra, Anusha Ihalapathirana, Juha Röning

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Impacts of Data Synthesis: A Metric for Quantifiable Data Standards and Performances by Gunjan Chandra, Pekka Siirtola, Satu Tamminen, Mikael J. Knip, Riitta Veijola, Juha Röning

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Explainable Artificial Intelligence to predict clinical outcomes in type 1 diabetes and relapsing-remitting multiple sclerosis adult patients by Anusha Ihalapathirana, Konstantina Chalkou, Pekka Siirtola, Satu Tamminen, Gunjan Chandra, Pascal Benkert, Jens Kuhle, Georgia Salanti, Juha Röning

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Modeling intrinsic factors of inclusive engagement in citizen science: Insights from the participants’ survey analysis of CSI-COP by Shlomit Hadad, Maayan Zhitomirsky-Geffet, Huma Shah, Dorottya Rigler, Ulrico Celentano, Henna Tiensuu, Juha Röning, Jordi Vallverdú, Eva Jove Csabella, Olga Stepankova, John Gialelis, Konstantina Lantavou, Tiberius Ignat, Giacomo Masone, Jaimz Winter, Marica Dumitrasco

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Mobile Robot + IoT: Project of Sustainable Technology for Sanitizing Broiler Poultry Litter by Alan Kunz Cechinel, Carlos Eduardo Soares, Sergio Genilson Pfleger, Leonardo Luiz Gambalonga Alves De Oliveira, Ederson Américo de Andrade, Claudia Damo Bertoli, Carlos Roberto De Rolt, Edson Roberto De Pieri, Patricia Della Méa Plentz, Juha Röning

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