Predictive compliance monitoring in process-aware information systems: State of the art, functionalities, research directions

Lessons from applying the systematic literature review process within the software engineering domain

Pearl Brereton, Barbara Kitchenham, David Budgen et al. · Journal of Systems and Software · 2006 · 2.3K citations · Full text

Computing, Computer Science, Method Validation +9

A Survey on Multi-Task Learning

Yu Zhang, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2021 · 2.2K citations

Computing, Computer Science, Distributed Systems +16

Zero-Shot Learning—A Comprehensive Evaluation of the Good, the Bad and the Ugly

Yongqin Xian, Christoph H. Lampert, Bernt Schiele et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 1.6K citations

Computing, Computer Science, Computer Vision +9

A Survey on the Explainability of Supervised Machine Learning

Nadia Burkart, Marco F. Huber · Journal of Artificial Intelligence Research · 2021 · 961 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Blockchains for Business Process Management - Challenges and Opportunities

Jan Mendling, Ingo Weber, Wil M. P. van der Aalst et al. · ACM Transactions on Management Information Systems · 2018 · 696 citations · Full text

Business, Information Technology, Management Information Systems +14