Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Duygu Bagci Das"'
Publikováno v:
Heliyon, Vol 9, Iss 6, Pp e17584- (2023)
As the concept of Industry 4.0 is introduced, artificial intelligence-based fault analysis is attracted the corresponding community to develop effective intelligent fault diagnosis and prognosis (IFDP) models for rotating machinery. Hence, various ch
Externí odkaz:
https://doaj.org/article/a8e29d7317de4a54a6e03fd1a127c940
Autor:
Oguzhan Das, Duygu Bagci Das
Publikováno v:
Scientia Iranica.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6bec142945d80c63a228b88c386cdbc6
https://doi.org/10.24200/sci.2023.59136.6072
https://doi.org/10.24200/sci.2023.59136.6072
Autor:
Duygu Bagci Das, Derya Birant
Human activity recognition (HAR) is the process of classifying a person's actions, and it is an essential task for many human-centered applications. Multi-instance learning (MIL) is a special case of machine learning where the training examples are b
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d87b298d336ab4379b44c34b448baa8f
https://avesis.deu.edu.tr/publication/details/d82926ad-59d9-406b-ab88-d366b6bbfaa1/oai
https://avesis.deu.edu.tr/publication/details/d82926ad-59d9-406b-ab88-d366b6bbfaa1/oai
Autor:
Derya Birant, Duygu Bagci Das
Publikováno v:
DUYGU BAĞCI DAŞ
Explainable artificial intelligence (XAI) is a concept that has emerged and become popular in recent years. Even interpretation in machine learning models has been drawing attention. Human activity classification (HAC) systems still lack interpretabl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::332c8134fba6773f747bc48160a4ff1b
https://doi.org/10.4018/978-1-7998-4186-9.ch008
https://doi.org/10.4018/978-1-7998-4186-9.ch008
Engineering structures may face various damages such as crack, delamination, and fatigue in several circumstances. Localizing such damages becomes essential to understand the health of the structures since they may not be able to operate anymore. Amo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3339774faa87fff7de4edd696bf726ad
https://doi.org/10.21203/rs.3.rs-880074/v1
https://doi.org/10.21203/rs.3.rs-880074/v1
Autor:
Duygu Bagci Das, Derya Birant
Human activity recognition (HAR) is a critical process for applications that focus on the classification of human physical activities such as jogging, walking, downstairs, and upstairs. Ordinal classification (OC) is a special type of supervised mult
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e4ea4564204077085fe2814130078333
https://avesis.deu.edu.tr/publication/details/e9878756-244e-4301-8869-9811e54d5d40/oai
https://avesis.deu.edu.tr/publication/details/e9878756-244e-4301-8869-9811e54d5d40/oai
Autor:
Duygu Bagci Das, Derya Birant
This study presents the application of machine learning techniques for physical activity recognition on data obtained from wearable sensors. For this purpose, it proposes the separate classification of hand-based (i.e., eating, writing, clapping) and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::50519a863ad98e509a960eedaeac57a5
https://avesis.deu.edu.tr/publication/details/abe554af-ee87-4021-8f8d-26b48c51d08e/oai
https://avesis.deu.edu.tr/publication/details/abe554af-ee87-4021-8f8d-26b48c51d08e/oai