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Optimizing Resource Allocation Based on Predictive Process Monitoring
16 references·0 citing·43 second hop
Optimizing Resource Allocation Based on Predictive Process Monitoring (2023)Optimizing Resource Allocation Based on P…Process Mining in Action (2020)Process Mining in ActionPrediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm (2019)Prediction-based Resource All…From Predictive to Prescriptive Analytics (2019)From Predictive to Prescripti…Time and activity sequence prediction of business process instances (2018)Time and activity sequence pr…Human resource allocation in business process management and process mining (2018)Human resource allocation in …Design science research genres: introduction to the special issue on exemplars and criteria for applicable design science research (2018)Design science research genre…A Novel Business Process Prediction Model Using a Deep Learning Method (2018)A Novel Business Process Pred…Predictive Monitoring of Business Processes: A Survey (2017)Predictive Monitoring of Busi…Predictive Business Process Monitoring with LSTM Neural Networks (2017)Predictive Business Process M…Predicting process behaviour using deep learning (2017)Predicting process behaviour …Predictive Business Process Monitoring with Structured and Unstructured Data (2016)Predictive Business Process M…Business Process Management (2016)Business Process ManagementDesign Science Methodology for Information Systems and Software Engineering (2014)Design Science Methodology fo…A recommendation system for predicting risks across multiple business process instances (2014)A recommendation system for p…Discovering Context-Aware Models for Predicting Business Process Performances (2012)Discovering Context-Aware Mod…Time prediction based on process mining (2010)Time prediction based on proc…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Big data: the management revolution. (2012)Impact of business analytics and enterprise systems on managerial accounting (2017)Smart “Predict, then Optimize” (2021)Frameworks and Results in Distributionally Robust Optimization (2022)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Conformance checking of processes based on monitoring real behavior (2007)Process Mining (2012)Predictive Monitoring of Business Processes (2014)Reengineering the Corporation (1993)Process Mining (2011)Fundamentals of Business Process Management (2018)Conceptual Framework for the Strategic Management: A Literature Review—Descriptive (2020)Factors Affecting the Use of Balanced Scorecard in Measuring Company Performance (2020)A machine learning-based human resources recruitment system for business process management: using LSA, BERT and SVM (2022)Queueing Networks and Markov Chains: Modeling and Performance Evaluation with Computer Science Applications (2000)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Activity Prediction of Business Process Instances with Inception CNN Models (2019)Creating business value with process mining (2022)Predictive Process Monitoring (2022)Flexible Heuristics Miner (FHM) (2011)Replaying history on process models for conformance checking and performance analysis (2012)Decision support from financial disclosures with deep neural networks and transfer learning (2017)Process mining techniques and applications – A systematic mapping study (2019)Business Process Intelligence (2003)Process Mining (2016)Predictive Process Monitoring Methods: Which One Suits Me Best? (2018)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Design science in information systems research (2004)Design Science in Information Systems Research1 (2004)A Design Science Research Methodology for Information Systems Research (2007)Identifying Digital Transformation Paradoxes (2022)Public service operational efficiency and blockchain – A case study of Companies House, UK (2022)Dealing with Complexity in Design Science Research: A Methodology Using Design Echelons (2024)Learning Accurate LSTM Models of Business Processes (2019)Outcome-Oriented Predictive Process Monitoring (2019)Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring (2019)Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study (2021)Object-Centric Process Mining: Unraveling the Fabric of Real Processes (2023)The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis (2019)Supporting better practice benchmarking: A DEA-ANN approach to bank branch performance assessment (2020)BPMN in healthcare: Challenges and best practices (2022)
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67 cited
  • 2019Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm62 cited
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