Zobrazeno 1 - 10
of 163
pro vyhledávání: '"Morten Goodwin"'
Using AI to Empower Norwegian Agriculture: Attention-Based Multiple-Instance Learning Implementation
Publikováno v:
Agronomy, Vol 14, Iss 6, p 1089 (2024)
Agricultural development is one of the most essential needs worldwide. In Norway, the primary foundation of grain production is based on geological and biological features. Existing research is limited to regional-scale yield predictions using artifi
Externí odkaz:
https://doaj.org/article/007ea6872b4c4e4bb9a880f05a190356
Publikováno v:
Applied Sciences, Vol 14, Iss 11, p 4722 (2024)
Falls are a major risk factor for older adults, increasing morbidity and healthcare costs. Video-based fall-detection systems offer crucial real-time monitoring and assistance. Yet, their deployment faces challenges such as maintaining privacy, reduc
Externí odkaz:
https://doaj.org/article/09da35d0e2eb46269751a99cfbd49905
Publikováno v:
IEEE Access, Vol 9, Pp 8233-8248 (2021)
Building models that are both interpretable and accurate is an unresolved challenge for many pattern recognition problems. In general, rule-based and linear models lack accuracy, while deep learning interpretability is based on rough approximations o
Externí odkaz:
https://doaj.org/article/4dc5e630da204f389583198cd9f0da75
Publikováno v:
Proceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 622, Iss 25, Pp 3-14 (2019)
Information trustworthiness assessment on political social media discussions is crucial to maintain the order of society, especially during emergent situations. The polarity nature of political topics and the echo chamber effect by social media platf
Externí odkaz:
https://doaj.org/article/80b93acd19cd4a73bdb8f51385673364
Publikováno v:
EURASIP Journal on Information Security, Vol 2019, Iss 1, Pp 1-16 (2019)
Abstract Recent advances in intrusion detection systems based on machine learning have indeed outperformed other techniques, but struggle with detecting multiple classes of attacks with high accuracy. We propose a method that works in three stages. F
Externí odkaz:
https://doaj.org/article/52c642add623417e87319d0a5d25ba96
Publikováno v:
Fishes, Vol 7, Iss 6, p 345 (2022)
The population living in the coastal region relies heavily on fish as a food source due to their vast availability and low cost. This need has given rise to fish farming. Fish farmers and the fishing industry face serious challenges such as lice in t
Externí odkaz:
https://doaj.org/article/75141d3112b74f328993af5b9db4dfd2
Autor:
Geir Thore Berge, Ole-Christoffer Granmo, Tor Oddbjorn Tveit, Morten Goodwin, Lei Jiao, Bernt Viggo Matheussen
Publikováno v:
IEEE Access, Vol 7, Pp 115134-115146 (2019)
Medical applications challenge today's text categorization techniques by demanding both high accuracy and ease-of-interpretation. Although deep learning has provided a leap forward in regard to accuracy, this leap comes at the sacrifice of interpreta
Externí odkaz:
https://doaj.org/article/9b8d6af45a4d4825960ed097f2bf199d
Publikováno v:
Informatics, Vol 9, Iss 2, p 33 (2022)
Autonomous driving is a research field that has received attention in recent years, with increasing applications of reinforcement learning (RL) algorithms. It is impractical to train an autonomous vehicle thoroughly in the physical space, i.e., the s
Externí odkaz:
https://doaj.org/article/10a837bc2ae54831aee2144a2f097c51
Autor:
Martin Engen, Erik Sandø, Benjamin Lucas Oscar Sjølander, Simon Arenberg, Rashmi Gupta, Morten Goodwin
Publikováno v:
Agronomy, Vol 11, Iss 12, p 2576 (2021)
Farm-scale crop yield prediction is a natural development of sustainable agriculture, producing a rich amount of food without depleting and polluting environmental resources. Recent studies on crop yield production are limited to regional-scale predi
Externí odkaz:
https://doaj.org/article/7bf37dfa5d1c4c0581839244d0a3b453
Autor:
Vimala Nunavath, Sahand Johansen, Tommy Sandtorv Johannessen, Lei Jiao, Bjørge Herman Hansen, Sveinung Berntsen, Morten Goodwin
Publikováno v:
Sensors, Vol 21, Iss 16, p 5564 (2021)
Physical inactivity increases the risk of many adverse health conditions, including the world’s major non-communicable diseases, such as coronary heart disease, type 2 diabetes, and breast and colon cancers, shortening life expectancy. There are mi
Externí odkaz:
https://doaj.org/article/f160cf97759e4403b304f97a36ca9dc9