Zobrazeno 1 - 10
of 205
pro vyhledávání: '"Unlabelled data"'
Autor:
Teisseyre Paweł
Publikováno v:
International Journal of Applied Mathematics and Computer Science, Vol 32, Iss 2, Pp 311-322 (2022)
We consider the positive-unlabelled multi-label scenario in which multiple target variables are not observed directly. Instead, we observe surrogate variables indicating whether or not the target variables are labelled. The presence of a label means
Externí odkaz:
https://doaj.org/article/d6baab7d9d5d48daa28b1314ab63ad84
Publikováno v:
IEEE Access, Vol 7, Pp 179492-179504 (2019)
The Internet of Things (IoT) is a network of distributed devices or sensors connected through the internet to allow gathering and sharing of data. The data generated by these devices is affected by anomalies or abnormal behaviour due to attack issues
Externí odkaz:
https://doaj.org/article/97fc283075634846988bdb46e5e989b1
Autor:
Kocyigit, Mustafa Taha
Increased use of data and computation have been the main drivers in Deep Learning for improving performance, solving previously unsolvable problems and unlocking new capabilities. At the same time cost of training and obtaining annotations have been
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______463::be5e125fdf09246f02a2c5d49b8720f6
https://hdl.handle.net/1842/40771
https://hdl.handle.net/1842/40771
Autor:
François Waldner
Publikováno v:
Remote Sensing, Vol 12, Iss 15, p 2483 (2020)
In remote sensing, the term accuracy typically expresses the degree of correctness of a map. Best practices in accuracy assessment have been widely researched and include guidelines on how to select validation data using probability sampling designs.
Externí odkaz:
https://doaj.org/article/5e2bb7e3b8994c3c8402b8f0c4e42b6d
Publikováno v:
IEEE Internet of Things Journal. 8:17345-17355
Channel State Information (CSI) based human activity recognition has received great attention in recent years due to its advantages in privacy protection, insensitivity to illumination, and no requirement for wearable devices. In this paper, we propo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ae09d99da233c77aa479955a0b621b72
https://doi.org/10.1109/jiot.2021.3080401
https://doi.org/10.1109/jiot.2021.3080401
Autor:
Mitici, Mihaela, de Pater, Ingeborg, Sub Algorithmic Data Analysis, Algorithmic Data Analysis
Publikováno v:
Engineering Applications of Artificial Intelligence, 117
Engineering Applications of Artificial Intelligence, 117(Part A). Elsevier Ltd
Engineering Applications of Artificial Intelligence, 117(Part A). Elsevier Ltd
Most Remaining Useful Life (RUL) prognostics are obtained using supervised learning models trained with many labelled data samples (i.e., the true RUL is known). In aviation, however, aircraft systems are often preventively replaced before failure. T
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::00308790aac7db6447dff589a63e9229
http://resolver.tudelft.nl/uuid:60e66ed6-7e2c-48b8-876a-08c09fce3b6e
http://resolver.tudelft.nl/uuid:60e66ed6-7e2c-48b8-876a-08c09fce3b6e
Publikováno v:
IET Computer Vision, Vol 9, Iss 3, Pp 400-407 (2015)
In computer vision and pattern recognition applications, there are usually a vast number of unlabelled data whereas the labelled data are very limited. Active learning is a kind of method that selects the most representative or informative examples f
Externí odkaz:
https://doaj.org/article/4f471b28669f4f3888830b16a4e8f3c7
Autor:
Dr.N. Sabiyath Fatima, S.S. Saranya
Publikováno v:
Webology. 17:957-970
Educational Data management is a critical task for the researchers due to mammoth data generated by sensors and IoT (Internet of Things) devices. Managing this huge volume of data, cleaning this data from impurities is an inherent need. DF (Data Fusi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c92e046d101a9b0fdf630793069efda4
https://doi.org/10.14704/web/v17i2/web17080
https://doi.org/10.14704/web/v17i2/web17080
Publikováno v:
Journal of Ambient Intelligence and Humanized Computing. 11:4583-4592
The advances in data computing and analysis methodologies have contributed to the added value of data. Several years ago it was difficult to imagine that we would ever be able to extract such a large amount of information from the Internet. All this
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ad492c2210b20cdab737a15998e65253
https://doi.org/10.1007/s12652-020-01942-y
https://doi.org/10.1007/s12652-020-01942-y
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