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Business Process Deviance Mining with Sequential and Declarative Patterns
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Business Process Deviance Mining with Sequential and Declarative Patterns (2025)Business Process Deviance Mining with Seq…Fire now, fire later: alarm-based systems for prescriptive process monitoring (2021)Fire now, fire later: alarm-b…Outcome-Oriented Predictive Process Monitoring (2019)Outcome-Oriented Predictive P…From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring (2019)From knowledge-driven to data…Why do business processes deviate? Results from a Delphi study (2018)Why do business processes dev…Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Automated Discovery of Proces…Alarm-Based Prescriptive Process Monitoring (2018)Alarm-Based Prescriptive Proc…Process Mining (2016)Process MiningProcess Mining for Clinical Processes (2015)Process Mining for Clinical P…Theory of Workarounds (2014)Theory of WorkaroundsKnowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches (2014)Knowledge-Intensive Processes…Investigating Clinical Care Pathways Correlated with Outcomes (2013)Investigating Clinical Care P…Discovering signature patterns from event logs (2013)Discovering signature pattern…Discovering Data-Aware Declarative Process Models from Event Logs (2013)Discovering Data-Aware Declar…A Design Science Research Methodology for Information Systems Research (2007)A Design Science Research Met…Design Science in Information Systems Research1 (2004)Design Science in Information…Pockets of Flexibility in Workflow Specification (2001)Pockets of Flexibility in Wor…Agency Theory: An Assessment and Review (1989)The theory of planned behavior (1991)The balanced scorecard : measures that drive performance (1992)A Network Conceptualization of Team Conflict (2018)The Dynamics of Drift in Digitized Processes (2020)Algorithmic control and gig workers: a legitimacy perspective of Uber drivers (2021)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow Patterns (2003)On the Discovery of Declarative Control Flows for Artful Processes (2015)Fundamentals of Business Process Management (2018)The Internet of Things Meets Business Process Management: A Manifesto (2020)Process mining for healthcare: Characteristics and challenges (2022)Dynamic change within workflow systems (1995)Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control (1998)Analyzing process models using graph reduction techniques (2000)Flexibility in Process-Aware Information Systems (2009)Key challenges for enabling agile BPM with social software (2011)Model repair — aligning process models to reality (2014)Chief executives define their own data needs. (1979)Design science in information systems research (2004)THE PSYCHOLOGY OF PERSONAL CONSTRUCTS (2010)Action Design Research1 (2011)Positioning and Presenting Design Science Research for Maximum Impact1 (2013)Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship (2016)DECLARE: Full Support for Loosely-Structured Processes (2007)Business Process Management Workshops (2008)Process Mining Manifesto (2012)A framework for efficiently mining the organisational perspective of business processes (2016)Discovery of Multi-perspective Declarative Process Models (2016)Process mining in oncology: A literature review (2016)Reconstructing the Giant: On the Importance of Rigour in Documenting the Literature Search Process (2009)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Systematic Mapping of Process Mining Studies in Healthcare (2018)Directly Follows-Based Process Mining: Exploration & a Case Study (2019)Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study (2021)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Split miner: automated discovery of accurate and simple business process models from event logs (2018)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Procedures for Performing Systematic Reviews (2004)Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring (2019)The biggest business process management problems to solve before we die (2023)Information Systems Success: The Quest for the Dependent Variable (1992)The Structure of Scientific Revolutions (1996)The DeLone and McLean Model of Information Systems Success: A Ten-Year Update (2003)Bridging the Qualitative–Quantitative Divide: Guidelines for Conducting Mixed Methods Research in Information Systems1 (2013)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)
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References

  • 2004Design Science in Information Systems Research110,671 cited
  • 2007A Design Science Research Methodology for Information Systems Research7,798 cited
  • 2016Process Mining2,166 cited
  • 2018Automated Discovery of Process Models from Event Logs: Review and Benchmark440 cited
  • 2019Outcome-Oriented Predictive Process Monitoring352 cited
  • 2014Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches312 cited
  • 2014Theory of Workarounds300 cited
  • 2001Pockets of Flexibility in Workflow Specification195 cited
  • 2015Process Mining for Clinical Processes181 cited
  • 2013Discovering Data-Aware Declarative Process Models from Event Logs92 cited
  • 2013Investigating Clinical Care Pathways Correlated with Outcomes69 cited
  • 2019From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring59 cited
  • 2021Fire now, fire later: alarm-based systems for prescriptive process monitoring56 cited
  • 2013Discovering signature patterns from event logs53 cited
  • 2018Alarm-Based Prescriptive Process Monitoring46 cited
  • 2018

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Why do business processes deviate? Results from a Delphi study
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