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Discovery and Simulation of Business Processes with Probabilistic Resource Availability Calendars
14 references·2 citing·41 second hop
Discovery and Simulation of Business Processes with Probabilistic Resource Availability Calendars (2023)Discovery and Simulation of Business Proc…Prosimos: Discovering and Simulating Business Processes with Differentiated Resources (2023)Prosimos: Discovering and Sim…Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models (2023)Can I Trust My Simulation Mod…Business Process Simulation with Differentiated Resources: Does it Make a Difference? (2022)Business Process Simulation w…Discovering business process simulation models in the presence of multitasking and availability constraints (2021)Discovering business process …Automated discovery of business process simulation models from event logs (2020)Automated discovery of busine…Retrieving the resource availability calendars of a process from an event log (2019)Retrieving the resource avail…The Use of Process Mining in Business Process Simulation Model Construction (2015)The Use of Process Mining in …Process simulation support in BPM tools: The case of BPMN (2015)Process simulation support in…Business Process Simulation Survival Guide (2014)Business Process Simulation S…Practical Bayesian Optimization of Machine Learning Algorithms (2012)Practical Bayesian Optimizati…Business Process Simulation (2010)Business Process SimulationSimulation Modeling and Arena (2009)Simulation Modeling and ArenaDiscovering simulation models (2008)Discovering simulation modelsConformance checking of processes based on monitoring real behavior (2007)Conformance checking of proce…Discovering multi-agent systems for resource-centric business process simulation (2025)Discovering multi-agent syste…Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior (2024)Business process simulation: …Simulation Modeling and Analysis. (1983)Process innovation: reengineering work through information technology (1993)Analysis and Design of Business Processes Using BPMN (2010)Business Process Analytics (2010)Engineering Psychology and Human Performance (2015)A BPMN extension to support discrete-event simulation for healthcare applications: an explicit representation of queues, attributes and data-driven decision points (2017)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Quality of input data in emergency department simulations: Framework and assessment techniques (2018)Recommendations for enhancing the usability and understandability of process mining in healthcare (2020)Handbook of Research Methods in Social and Personality Psychology (2024)Reengineering the Corporation (1993)Workflow simulation for operational decision support (2009)Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization (2012)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Replaying history on process models for conformance checking and performance analysis (2012)Business Process Management: A Comprehensive Survey (2013)Process mining in healthcare: A literature review (2016)Open, Closed, and Mixed Networks of Queues with Different Classes of Customers (1975)Stochastic Simulation (1987)Business Process Analytics (2014)Mining Resource Profiles from Event Logs (2017)A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise (1964)A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning (2010)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization (2016)A Tutorial on Bayesian Optimization (2018)A Concise Guide to Market Research (2011)Fundamentals of Business Process Management (2013)Fundamentals of Business Process Management (2018)Repairing Event Logs with Missing Events to Support Performance Analysis of Systems with Shared Resources (2020)Discovery, simulation, and optimization of business processes with differentiated resources (2023)Workflow Resource Patterns: Identification, Representation and Tool Support (2005)Handbook of Business Process Management – Introduction, Methods and Information Systems (2011)Supporting capacity management decisions in healthcare using data-driven process simulation (2022)Learning business process simulation models: A Hybrid process mining and deep learning approach (2023)Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning (2022)Mitigating transportation disruptions in a supply chain: a cost-effective strategy (2019)Wheat sustainable supply chain network design with forecasted demand by simulation (2020)An integrated approach of discrete event simulation and a non-radial super efficiency data envelopment analysis for performance evaluation of an emergency department (2023)
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  • 2012Practical Bayesian Optimization of Machine Learning Algorithms6,967 cited
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  • 2025Discovering multi-agent systems for resource-centric business process simulation

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10 cited
  • 2024Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior9 cited