3 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 2 cited
Identifying the Key Attributes in an Unlabeled Event Log for Automated Process Discovery
Kentaroh Toyoda, Rachel Gan Kai Ying, Allan NengSheng Zhang +1
Process mining discovers and analyzes a process model from historical event logs. The prior art methods use the key attributes of case-id, activity, and timestamp hidden in an even…
cs.GT2022★ 1 cited
Web3 Meets Behavioral Economics: An Example of Profitable Crypto Lottery Mechanism Design
Kentaroh Toyoda
We are often faced with the non-trivial task of designing incentive mechanisms in the era of Web3. As history has shown, many Web3 services failed mostly due to the lack of a rigor…
cs.LG2022★ 3 cited
Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review
Leon Witt, Mathis Heyer, Kentaroh Toyoda +2
The advent of Federated Learning (FL) has ignited a new paradigm for parallel and confidential decentralized Machine Learning (ML) with the potential of utilizing the computational…