A survey of deep learning techniques for autonomous driving
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Field Robotics"
DOI: 10.1002/rob.21918
Abstract: The last decade witnessed increasingly rapid progress in self‐driving vehicle technology, mainly backed up by advances in the area of deep learning and artificial intelligence (AI). The objective of this paper is to survey the… read more here.
Keywords: learning techniques; survey deep; autonomous driving; deep learning ... See more keywords
A survey of deep learning-based visual question answering
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Central South University"
DOI: 10.1007/s11771-021-4641-x
Abstract: With the warming up and continuous development of machine learning, especially deep learning, the research on visual question answering field has made significant progress, with important theoretical research significance and practical application value. Therefore, it… read more here.
Keywords: survey deep; visual question; question answering; research ... See more keywords
Survey on deep learning for radiotherapy
Sign Up to like & getrecommendations! Published in 2018 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2018.05.018
Abstract: More than 50% of cancer patients are treated with radiotherapy, either exclusively or in combination with other methods. The planning and delivery of radiotherapy treatment is a complex process, but can now be greatly facilitated… read more here.
Keywords: medicine; radiotherapy; deep learning; survey deep ... See more keywords
A Survey on Deep Transfer Learning to Edge Computing for Mitigating the COVID-19 Pandemic
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Systems Architecture"
DOI: 10.1016/j.sysarc.2020.101830
Abstract: Abstract Global Health sometimes faces pandemics as are currently facing COVID-19 disease. The spreading and infection factors of this disease are very high. A huge number of people from most of the countries are infected… read more here.
Keywords: transfer learning; deep transfer; edge computing; edge ... See more keywords
A Survey of Deep Learning Techniques: Application in Wind and Solar Energy Resources
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2951750
Abstract: Nowadays, learning-based modeling system is adopted to establish an accurate prediction model for renewable energy resources. Computational Intelligence (CI) methods have become significant tools in production and optimization of renewable energies. The complexity of this… read more here.
Keywords: performance; survey deep; energy; energy resources ... See more keywords
A Survey on Deep Learning Empowered IoT Applications
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2958962
Abstract: The Internet of Things (IoT) is widely regarded as a key component of the Internet of the future and thereby has drawn significant interests in recent years. IoT consists of billions of intelligent and communicating… read more here.
Keywords: iot applications; survey deep; deep learning;
A Survey on Deep Learning for Website Fingerprinting Attacks and Defenses
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3253559
Abstract: The attacks and defenses on the information of which website pages are visited by users are important research subjects in the field of privacy enhancing technologies, they are termed as website fingerprinting (WF) attacks and… read more here.
Keywords: survey deep; website fingerprinting; learning; deep learning ... See more keywords
A Survey on Deep Learning for Data-Driven Soft Sensors
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3053128
Abstract: Soft sensors are widely constructed in process industry to realize process monitoring, quality prediction, and many other important applications. With the development of hardware and software, industrial processes have embraced new characteristics, which lead to… read more here.
Keywords: soft sensors; survey deep; learning data; data driven ... See more keywords