Zobrazeno 1 - 10
of 32
pro vyhledávání: '"Daniel S. Soper"'
Autor:
Daniel S. Soper
Publikováno v:
Algorithms, Vol 16, Iss 10, p 455 (2023)
When designed correctly, radial basis function (RBF) neural networks can approximate mathematical functions to any arbitrary degree of precision. Multilayer perceptron (MLP) neural networks are also universal function approximators, but RBF neural ne
Externí odkaz:
https://doaj.org/article/c49afab1215147ec82b462d4184a0a38
Autor:
Daniel S. Soper
Publikováno v:
IEEE Access, Vol 8, Pp 218765-218776 (2020)
The ability to accurately measure the quality of a web interface design is critical if organizations hope to make effective decisions about their websites. Since websites are often the most publically visible face of an organization, website-related
Externí odkaz:
https://doaj.org/article/518f8929885541649a2052d6acf65b7a
Autor:
Daniel S. Soper
Publikováno v:
Algorithms, Vol 16, Iss 1, p 17 (2022)
Training and evaluating the performance of many competing Artificial Intelligence (AI)/Machine Learning (ML) models can be very time-consuming and expensive. Furthermore, the costs associated with this hyperparameter optimization task grow exponentia
Externí odkaz:
https://doaj.org/article/95471a14501440a5a39fc1770cc45914
Publikováno v:
IEEE Access, Vol 4, Pp 8670-8685 (2016)
Service level agreement (SLA) negotiations involving cloud-based information technology (IT) service providers and customers are now commonplace. Although historical research on negotiation has often relied on economic foundations, the important natu
Externí odkaz:
https://doaj.org/article/5da390d745ff40bdad372f3e886266b1
Autor:
Daniel S. Soper, Sinjini Mitra
Publikováno v:
IEEE Access, Vol 4, Pp 7930-7939 (2016)
This paper develops an integrated theoretical framework that links visuo-spatial mental models of Web interface design to user satisfaction, and reports on a controlled experiment aimed at investigating the nature of these mental models. Using data f
Externí odkaz:
https://doaj.org/article/c3964993b7b0408da9a6aa9d50d88f52
Publikováno v:
Journal of Decision Systems. 31:7-18
This paper examines the usage and effectiveness of analytics and information technology solutions to the micro-level and macro-level health-related challenges that emerged with the SARS-CoV-2 virus...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::440bc89a68ca74477c0a49dde1f25fc7
https://doi.org/10.1080/12460125.2021.1899104
https://doi.org/10.1080/12460125.2021.1899104
Autor:
Daniel S. Soper
Publikováno v:
Cloud Computing Security ISBN: 9780429055126
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::335b7efe442a34f85401b9fcdc4bc701
https://doi.org/10.1201/9780429055126-24
https://doi.org/10.1201/9780429055126-24
Autor:
Daniel S. Soper
Publikováno v:
Electronics
Volume 10
Issue 16
Electronics, Vol 10, Iss 1973, p 1973 (2021)
Volume 10
Issue 16
Electronics, Vol 10, Iss 1973, p 1973 (2021)
Selecting a final machine learning (ML) model typically occurs after a process of hyperparameter optimization in which many candidate models with varying structural properties and algorithmic settings are evaluated and compared. Evaluating each candi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4b2160f70494fa50d37821eabc44ff51
https://doi.org/10.3390/electronics10161973
https://doi.org/10.3390/electronics10161973
Autor:
Daniel S. Soper, Ofir Turel
Publikováno v:
Communications of the Association for Information Systems. 38:477-500
Since its inception, North American information systems (IS) research has relied on a broad and varied collection of theories. The core of this theoretical landscape is an important determinant of the IS research community’s identity, and, as such,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c14b71dbed50c7f971a49148754ca8b0
https://doi.org/10.17705/1cais.03826
https://doi.org/10.17705/1cais.03826