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pro vyhledávání: '"SCHMITT, Marc"'
Autor:
Schmitt, Marc
The integration of Artificial Intelligence (AI) into corporate strategy has become a pivotal focus for organizations aiming to maintain a competitive advantage in the digital age. As AI reshapes business operations and drives innovation, the need for
Externí odkaz:
http://arxiv.org/abs/2407.10247
Autor:
Truss, Mario, Schmitt, Marc
This paper addresses the complexities inherent in AI product prototyping, focusing on the challenges posed by the probabilistic nature of AI behavior and the limited accessibility of prototyping tools to non-experts. A Design Science Research (DSR) a
Externí odkaz:
http://arxiv.org/abs/2402.07933
Autor:
Schmitt, Marc
This paper explores the integration of Explainable Automated Machine Learning (AutoML) in the realm of financial engineering, specifically focusing on its application in credit decision-making. The rapid evolution of Artificial Intelligence (AI) in f
Externí odkaz:
http://arxiv.org/abs/2402.03806
Autor:
Schmitt, Marc
Publikováno v:
Journal of Industrial Information Integration, Volume 36, 2023, 100520
The last decades have been characterized by unprecedented technological advances, many of them powered by modern technologies such as Artificial Intelligence (AI) and Machine Learning (ML). The world has become more digitally connected than ever, but
Externí odkaz:
http://arxiv.org/abs/2401.01342
Autor:
Schmitt, Marc, Flechais, Ivan
The advancement of Artificial Intelligence (AI) and Machine Learning (ML) has profound implications for both the utility and security of our digital interactions. This paper investigates the transformative role of Generative AI in Social Engineering
Externí odkaz:
http://arxiv.org/abs/2310.13715
Autor:
Schmitt, Marc
Todays world is digital, global, and interconnected and mobile devices are at the heart of modern communications in business, politics, and civil society. However, cyber threats are an omnipresent reality in our hyper-connected world. The world econo
Externí odkaz:
http://arxiv.org/abs/2207.08105
Autor:
Schmitt, Marc
The realization that AI-driven decision-making is indispensable in todays fast-paced and ultra-competitive marketplace has raised interest in industrial machine learning (ML) applications significantly. The current demand for analytics experts vastly
Externí odkaz:
http://arxiv.org/abs/2205.10538
Autor:
Schmitt, Marc
Artificial intelligence (AI) and machine learning (ML) have become vital to remain competitive for financial services companies around the globe. The two models currently competing for the pole position in credit risk management are deep learning (DL
Externí odkaz:
http://arxiv.org/abs/2205.10535
Autor:
Schmitt, Marc Andreas
Our fast-paced digital economy shaped by global competition requires increased data-driven decision-making based on artificial intelligence (AI) and machine learning (ML). The benefits of deep learning (DL) are manifold, but it comes with limitations
Externí odkaz:
http://arxiv.org/abs/2205.09337
Autor:
Schmitt, Marc
Publikováno v:
In Intelligent Systems with Applications May 2023 18