Zobrazeno 1 - 10
of 225
pro vyhledávání: '"102001 Artificial intelligence"'
Autor:
Jürgen Dieber, Sabrina Kirrane
Publikováno v:
Information Fusion. 81:143-153
When it comes to complex machine learning models, commonly referred to as black boxes, understanding the underlying decision making process is crucial for domains such as healthcare and financial services, as well as when they are used in connection
Publikováno v:
Journal of Artificial Intelligence Research. 74:1011-1035
Research on Fairness and Bias Mitigation in Machine Learning often uses a set of reference datasets for the design and evaluation of novel approaches or definitions. While these datasets are well structured and useful for the comparison of various ap
Publikováno v:
Semantic Web. 12731:631-646
Log files are a vital source of information for keeping systems running and healthy. However, analyzing raw log data, i.e., textual records of system events, typically involves tedious searching for and inspecting clues, as well as tracing and correl
Autor:
Bryant R. England, Yangyuna Yang, Punyasha Roul, Christian Haas, Lotfollah Najjar, Harlan Sayles, Fang Yu, Brian C. Sauer, Joshua F. Baker, Fenglong Xie, Kaleb Michaud, Jeffrey R. Curtis, Ted R. Mikuls
Publikováno v:
Arthritis Care Res (Hoboken)
Objective: Recognizing that the interrelationships between chronic conditions that complicate rheumatoid arthritis (RA) are poorly understood, we aimed to identify patterns of multimorbidity and to define their prevalence in RA through machine learni
Autor:
Estefanía Serral, Victoria Torres, Matthias Weidlich, Manfred Reichert, Wen-Zhan Song, Andreas Oberweis, Jan Mendling, Claudio Di Ciccio, Barbara Weber, Felix Mannhardt, Agnes Koschmider, Andrea Marrella, Liang Zhang, Giancarlo Fortino, Jianwen Su, Udo Kannengiesser, Massimo Mecella, Andrea Burattin, Francesco Leotta, Avigdor Gal, Mathias Weske, Christian Janiesch, Stefanie Rinderle-Ma
Publikováno v:
Janiesch, C, Koschmider, A, Mecella, M, Weber, B, Burattin, A, Di Ciccio, C, Fortino, G, Gal, A, Kannengiesser, U, Leotta, F, Mannhardt, F, Marrella, A, Mendling, J, Oberweis, A, Reichert, M, Rinderle-Ma, S, Serral, E, Song, W, Su, J, Torres, V, Weidlich, M, Weske, M & Zhang, L 2020, ' The Internet of Things Meets Business Process Management: A Manifesto ', I E E E Systems, Man and Cybernetics Magazine, vol. 6, no. 4, pp. 34-44 . https://doi.org/10.1109/MSMC.2020.3003135
Web of Science
Web of Science
The Internet of Things (IoT) refers to a network of connected devices that collects and exchanges data through the Internet. These things can be artificial or natural and interact as autonomous agents that form a complex system. In turn, business pro
Publikováno v:
Public Management Review.
Based on privacy calculus theory, we derive hypotheses on the role of perceived usefulness and privacy risks of artificial intelligence (AI) in public services. In a representative vignette experiment (n = 1,048), we asked citizens whether they would
Autor:
Timotheus Kampik, Adnane Mansour, Olivier Boissier, Sabrina Kirrane, Julian Padget, Terry R. Payne, Munindar P. Singh, Valentina Tamma, Antoine Zimmermann
Publikováno v:
ACM Transactions on Internet Technology
ACM Transactions on Internet Technology, 2022, pp.3507910. ⟨10.1145/3507910⟩
Kampik, T, Mansour, A, Boissier, O, Kirrane, S, Padget, J, Payne, T, Singh, M, Tamma, V & Zimmerman, A 2022, ' Governance of Autonomous Agents on the Web: Challenges and Opportunities ', ACM Transactions on Internet Technology, vol. 22, no. 4, 104 . https://doi.org/10.1145/3507910
ACM Transactions on Internet Technology, 2022, pp.3507910. ⟨10.1145/3507910⟩
Kampik, T, Mansour, A, Boissier, O, Kirrane, S, Padget, J, Payne, T, Singh, M, Tamma, V & Zimmerman, A 2022, ' Governance of Autonomous Agents on the Web: Challenges and Opportunities ', ACM Transactions on Internet Technology, vol. 22, no. 4, 104 . https://doi.org/10.1145/3507910
The study of autonomous agents has a long tradition in the Multiagent Systems and the Semantic Web communities, with applications ranging from automating business processes to personal assistants. More recently, the Web of Things (WoT), which is an e
Publikováno v:
Information Systems. 84:283-298
A fundamental assumption of Business Process Management (BPM) is that redesign delivers refined and improved versions of business processes. This assumption, however, does not necessarily hold, and any required compensatory action may be delayed unti
Publikováno v:
npj Digital Medicine, Vol 2, Iss 1, Pp 1-14 (2019)
NPJ Digital Medicine
NPJ Digital Medicine
The biomedical data landscape is fragmented with several isolated, heterogeneous data and knowledge sources, which use varying formats, syntaxes, schemas, and entity notations, existing on the Web. Biomedical researchers face severe logistical and te
Publikováno v:
Semantic Web. 10:247-291
There is an emerging demand on efficiently archiving and (temporal) querying different versions of evolving semantic Web data. As novel archiving systems are starting to address this challenge, foundations/standards for benchmarking RDF archives are