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Adaptive Weight Aggregation in Federated Learning for Brain Tumor Segmentation
(Springer, 2022)
We introduce similarity weighted aggregation, a principled and efficient method for regularized weight aggregation in federated learning. Our method is adapted to non-IID collaborators and is simultaneously cost-efficient. ...
Music Education in Finnish Higher Education today – an Overview
(Turun ammattikorkeakoulu, 2023)
This article is an overview of the current state of music education in Finland. The focus in this paper is on the higher education of instrumental and perceiving music studies, not on the training of music teachers in ...
International Conference on Engineering Education 2012 : proceedings : Turku, Finland July 30 - August 3, 2012. Part 4
(Turun ammattikorkeakoulu, 2012)
This book presents the 149 full papers presented at the International Conference on Engineering Education 2012 (ICEE 2012). ICEE 2012 took place in Turku, Finland, July 30 – August 3, 2012. The event was the 2012 edition ...
International Conference on Engineering Education 2012 : proceedings : Turku, Finland July 30 - August 3, 2012. Part 2
(Turun ammattikorkeakoulu, 2012)
This book presents the 149 full papers presented at the International Conference on Engineering Education 2012 (ICEE 2012). ICEE 2012 took place in Turku, Finland, July 30 – August 3, 2012. The event was the 2012 edition ...
International Conference on Engineering Education 2012 : proceedings : Turku, Finland July 30 - August 3, 2012. Part 3
(Turun ammattikorkeakoulu, 2012)
This book presents the 149 full papers presented at the International Conference on Engineering Education 2012 (ICEE 2012). ICEE 2012 took place in Turku, Finland, July 30 – August 3, 2012. The event was the 2012 edition ...
Joukoista joukkueeksi : terveysalan opettajien kouluttautuminen ja osaamisen jakaminen Turun ammattikorkeakoulussa
(Turun ammattikorkeakoulu, 2008)
Ammattikorkeakoulun opettajien osaaminen ja osaamisen jakamisen mallit muodostavat kollektiivisen osaamispääoman, jonka arvo ja taso mitataan koulutuksen tuloksella – eli tutkinnon suorittavien ammattitaidolla. Laadukkaan ...
Problem-based project learning is key to the circular economy
(Turun ammattikorkeakoulu, 2019)
The circular economy (CE) is a new economic model based on the sustainable use of resources. It aims to minimize waste by producing materials and products that can be circulated and are made to last. (Sitra 2014.) The ...
LeanGame, a Digital Training Tool to Implement Lean Philosophy
(Springer, 2018)
One of the most important resource of successfully leaded and man-aged health care organization is a competent staff. As staff education requires resource investments such personnel’s´ and educators´ time, facilities and ...
Can algorithms become start-ups’ crystal ball? The use of AI to predict start-up survival
(Turun ammattikorkeakoulu, 2020)
Professional ventures capitalists (VCs) have for years lived in a world in which, on average, eight out of ten investments in series A-B do not deliver a substantial return on investment. The remaining two investments ...
Enhancement of micro-entrepreneurs' access to official information in Tanzania
(Turku University of Applied Sciences, 2020)
In today’s world, information is considered as one of the most important resources in such that its
accessibility is mentioned as a constitutional right in many countries’ constitutions. Information is this much
emphasized, ...









