Zobrazeno 1 - 10
of 39
pro vyhledávání: '"Learn vector quantization"'
Autor:
Nassren A. Alwahed, Talib M. Jawad
Publikováno v:
Iraqi Journal of Information & Communication Technology, Vol 2, Iss 2 (2019)
Abstract Most systems of speaker recognition work on speech feature primarily classified of being a low level which considerably relies on speaker physical characteristics and, to the lower extent, the acquired speaking habits. In this paper present
Externí odkaz:
https://doaj.org/article/99f37e561c0542339757d00dc8060492
Publikováno v:
Machine Learning Using R ISBN: 9781484223338
Machine Learning Using R ISBN: 9781484242148
Machine Learning Using R ISBN: 9781484242148
Model performance is a broad term generally used to measure how the model performs on a new dataset, usually a test dataset. The performance metrics also play the role of thresholds to decide whether the model can be put into actual decision making s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7fbfbb653c56f82142afaedd4e819c58
https://doi.org/10.1007/978-1-4842-2334-5_8
https://doi.org/10.1007/978-1-4842-2334-5_8
Publikováno v:
Machine Learning Paradigms ISBN: 9783319471921
In this chapter, we investigate the particular effects of the class imbalance problem on standard classifier methodologies and present the various methodologies that have been proposed as a remedy. The most interesting approach within the context of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::28d10d91ac2bcba35a07ae9e0ea61a75
https://doi.org/10.1007/978-3-319-47194-5_4
https://doi.org/10.1007/978-3-319-47194-5_4
Publikováno v:
Machine Learning Techniques for Gait Biometric Recognition ISBN: 9783319290867
The design of a gait-based biometric system is highly dependent on the aspect of gait being studied and may be limited by the tools available for study. The research presented in the previous chapter has suggested that the ground reaction force , mea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::edb6d81d7c992fa35cef9c0e848b0942
https://doi.org/10.1007/978-3-319-29088-1_3
https://doi.org/10.1007/978-3-319-29088-1_3
Publikováno v:
Advances in Self-Organizing Maps, Proc. 8th Intl. Workshop on Selforganizing Maps (WSOM 2011): WSOM 2011, 277-287
STARTPAGE=277;ENDPAGE=287;TITLE=Advances in Self-Organizing Maps, Proc. 8th Intl. Workshop on Selforganizing Maps (WSOM 2011)
Advances in Self-Organizing Maps ISBN: 9783642215650
WSOM
STARTPAGE=277;ENDPAGE=287;TITLE=Advances in Self-Organizing Maps, Proc. 8th Intl. Workshop on Selforganizing Maps (WSOM 2011)
Advances in Self-Organizing Maps ISBN: 9783642215650
WSOM
With electronic data increasing dramatically in almost all areas of research, a plethora of new techniques for automatic dimensionality reduction and data visualization has become available in recent years. These offer an interface which allows human
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e11d92910bb59ce022ff27e28d212045
https://doi.org/10.1007/978-3-642-21566-7_28
https://doi.org/10.1007/978-3-642-21566-7_28
Autor:
Jorge Luis Reyes Ortiz
Publikováno v:
Smartphone-Based Human Activity Recognition ISBN: 9783319142739
This chapter presents the collection of stages required for the acquisition of the experimental HAR data used in this thesis. It includes aspects such as smart phone selection, trials with volunteers, signal conditioning and feature selection. It als
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2eaf0aa713a67cf0a8ac279ab5bcbd9a
https://doi.org/10.1007/978-3-319-14274-6_4
https://doi.org/10.1007/978-3-319-14274-6_4
Publikováno v:
Advanced Information and Knowledge Processing ISBN: 9781447167341
What the reader should know to understand this chapter \(\bullet \) Color Models (Chap. 3). \(\bullet \) Learning Vector Quantization (Chap. 8).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cad29195bfc5565932e18f0ab0e0901e
https://doi.org/10.1007/978-1-4471-6735-8_15
https://doi.org/10.1007/978-1-4471-6735-8_15
Publikováno v:
Information Science and Management Engineering II (Set).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0a622c7470f667c2c493087d5131e8e9
https://doi.org/10.2495/isme20140241
https://doi.org/10.2495/isme20140241
Publikováno v:
Advances in Self-Organizing Maps and Learning Vector Quantization ISBN: 9783319076942
WSOM
WSOM
In a number of real-life applications, the user is interested in analyzing non vectorial data, for which kernels are useful tools that embed data into an (implicit) Euclidean space. However, when using such approaches with prototype-based methods, th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7244f0eba7089e873f5cd553db1b2722
https://doi.org/10.1007/978-3-319-07695-9_4
https://doi.org/10.1007/978-3-319-07695-9_4
Autor:
Akira Imada
Publikováno v:
Communications in Computer and Information Science ISBN: 9783319082004
The 8th International Conference on Neural Network and Artificial Intelligence invites a plenary talk whose topic is Forest Resource Maintenance. It’s not specifically from the point of information technology but from a general point of view. Think
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b30cc3863eb163e031ef2123e79ea9c4
https://doi.org/10.1007/978-3-319-08201-1_3
https://doi.org/10.1007/978-3-319-08201-1_3