85 citations · 130 across the 16 of their papers we have counts for
6 papers · 1 filter
Dynamic Role Binding in Blockchain-Based Collaborative Business Processes
Orlenys López-Pintado, Marlon Dumas, Luciano García-Bañuelos +1
Blockchain technology enables the execution of collaborative business processes involving mutually untrusted parties. Existing platforms allow such processes to be modeled using hi…
CATERPILLAR: A Business Process Execution Engine on the Ethereum Blockchain
Orlenys López-Pintado, Luciano García-Bañuelos, Marlon Dumas +2
Blockchain platforms, such as Ethereum, allow a set of actors to maintain a ledger of transactions without relying on a central authority and to deploy scripts, called smart contra…
Semantic DMN: Formalizing and Reasoning About Decisions in the Presence of Background Knowledge
Diego Calvanese, Marlon Dumas, Fabrizio Maria Maggi +1
The Decision Model and Notation (DMN) is a recent OMG standard for the elicitation and representation of decision models, and for managing their interconnection with business proce…
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
Ilya Verenich, Marlon Dumas, Marcello La Rosa +2
Predictive business process monitoring methods exploit historical process execution logs to generate predictions about running instances (called cases) of a business process, such…
Discovering Process Maps from Event Streams
Volodymyr Leno, Abel Armas-Cervantes, Marlon Dumas +2
Automated process discovery is a class of process mining methods that allow analysts to extract business process models from event logs. Traditional process discovery methods extra…
Alarm-Based Prescriptive Process Monitoring
Irene Teinemaa, Niek Tax, Massimiliano de Leoni +2
Predictive process monitoring is concerned with the analysis of events produced during the execution of a process in order to predict the future state of ongoing cases thereof. Exi…