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pro vyhledávání: '"Arthur K. Kordon"'
Autor:
Arthur K. Kordon
The chapter will focus on some practical issues in human and AI interaction based on the experience of applying AI in several large corporations. The following issues will be discussed: weaknesses of human intelligence, weaknesses of AI, benefits of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2fc058c5557096d20df19dfce035a684
https://doi.org/10.4018/978-1-7998-4285-9.ch003
https://doi.org/10.4018/978-1-7998-4285-9.ch003
Autor:
Arthur K. Kordon
Publikováno v:
IEEE Conf. on Intelligent Systems
In the last decade Artificial Intelligence (AI)-based systems made a "giant leap" from a narrow research area to a central business issue. The driving force of this unique transformation is the enormous opportunities for competitive advantage that ap
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::358a9e0d34f111d05fe4a2b963a30352
https://doi.org/10.1109/is48319.2020.9200097
https://doi.org/10.1109/is48319.2020.9200097
Autor:
Arthur K. Kordon
Publikováno v:
Applying Data Science ISBN: 9783030363741
While the focus of the first part of the book was on introducing AI-based Data Science for solving business problems, the objective of this second part is to discuss how this powerful technology can be applied in industrial settings. It includes six
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::09e7de20e9e1df9c24fdc729106efe2d
https://doi.org/10.1007/978-3-030-36375-8_6
https://doi.org/10.1007/978-3-030-36375-8_6
Autor:
Arthur K. Kordon
Publikováno v:
Applying Data Science ISBN: 9783030363741
The focus of this chapter is on the last transformation of data into value—translating the developed models into a value-generation problem solution by effective model deployment. Model deployment is the process of moving a model from an offline de
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8634ed82c2582f54359bb9fafe5728e4
https://doi.org/10.1007/978-3-030-36375-8_11
https://doi.org/10.1007/978-3-030-36375-8_11
Autor:
Arthur K. Kordon
Publikováno v:
Applying Data Science ISBN: 9783030363741
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::54586e9fd5925e5b72d93d946e84e354
https://doi.org/10.1007/978-3-030-36375-8_9
https://doi.org/10.1007/978-3-030-36375-8_9
Publikováno v:
Genetic Programming Theory and Practice XVII ISBN: 9783030399573
GPTP
GPTP
The paper evaluates GP’s competitiveness in business data science-driven applications and suggests the necessary steps to increase its reach, impact and competitiveness. First, the key business needs for Data Science are identified and discussed, f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ebbf2174f67a7e0c58434a087e254332
https://doi.org/10.1007/978-3-030-39958-0_8
https://doi.org/10.1007/978-3-030-39958-0_8
Autor:
Arthur K. Kordon
Publikováno v:
Applying Data Science ISBN: 9783030363741
If we follow the proverb that “the proof is in the pudding,” the industrial applications of AI-based Data Science presented in this and next chapter are the “pudding” of this book. Most of the examples described reflect the personal experienc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::870446fc3f872a0ccd0582e2afd39b70
https://doi.org/10.1007/978-3-030-36375-8_14
https://doi.org/10.1007/978-3-030-36375-8_14
Autor:
Arthur K. Kordon
Publikováno v:
Applying Data Science ISBN: 9783030363741
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::12150568f8191f89d35be421abdfa8f5
https://doi.org/10.1007/978-3-030-36375-8_10
https://doi.org/10.1007/978-3-030-36375-8_10
Autor:
Arthur K. Kordon
Publikováno v:
Applying Data Science ISBN: 9783030363741
The AI-based Data Science methods discussed above and the numerous techniques of their integration create enormous opportunities for diverse business applications. However, a lot of business opportunities are lost due to the slow speed of implementin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::72f1b728acfaff171e5a9db67d5d5f59
https://doi.org/10.1007/978-3-030-36375-8_5
https://doi.org/10.1007/978-3-030-36375-8_5