SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Fast and Accurate Business Process Drift Detection
12 references·16 citing·37 second hop
Fast and Accurate Business Process Drift Detection (2015)Fast and Accurate Business Process Drift …Fundamentals of Business Process Management (2018)Fundamentals of Business Proc…Scientific method: Statistical errors (2014)Scientific method: Statistica…Fundamentals of Business Process Management (2013)Fundamentals of Business Proc…Dealing With Concept Drifts in Process Mining (2013)Dealing With Concept Drifts i…Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining: Discovery, Co…Process Mining (2011)Process MiningHandling Concept Drift in Process Mining (2011)Handling Concept Drift in Pro…Change patterns and change support features – Enhancing flexibility in process-aware information systems (2008)Change patterns and change su…Mining process models with non-free-choice constructs (2007)Mining process models with no…Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Workflow Mining: Current Status and Future Directions (2003)Workflow Mining: Current Stat…Technical analysis of the financial markets: a comprehensive guide to trading methods and applications (1999)Technical analysis of the fin…Explainable concept drift in process mining (2023)Explainable concept drift in …Partial-order-based process mining: a survey and outlook (2022)Partial-order-based process m…Theorizing Process Dynamics with Directed Graphs: A Diachronic Analysis of Digital Trace Data (2021)Theorizing Process Dynamics w…Graph Autoencoders for Business Process Anomaly Detection (2021)Graph Autoencoders for Busine…A Framework for Explainable Concept Drift Detection in Process Mining (2021)A Framework for Explainable C…Triggering Proactive Business Process Adaptations via Online Reinforcement Learning (2020)Triggering Proactive Business…Time-aware Concept Drift Detection Using the Earth Mover’s Distance (2020)Time-aware Concept Drift Dete…Robust Drift Characterization from Event Streams of Business Processes (2020)Robust Drift Characterization…Evaluation Goals for Online Process Mining: A Concept Drift Perspective (2020)Evaluation Goals for Online P…Concept Drift Detection Of Event Streams Using An Adaptive Window (2019)Concept Drift Detection Of Ev…Interactive and Incremental Business Process Model Repair (2017)Interactive and Incremental B…Detecting Sudden and Gradual Drifts in Business Processes from Execution Traces (2017)Detecting Sudden and Gradual …Detecting Process Concept Drifts from Event Logs (2017)Detecting Process Concept Dri…Detecting Concept Drift in Processes using Graph Metrics on Process Graphs (2017)Detecting Concept Drift in Pr…Characterizing Drift from Event Streams of Business Processes (2017)Characterizing Drift from Eve…Detecting Drift from Event Streams of Unpredictable Business Processes (2016)Detecting Drift from Event St…YAWL: yet another workflow language (2004)Process Flexibility: A Survey of Contemporary Approaches (2008)Wanna improve process mining results? (2013)Single-Entry Single-Exit decomposed conformance checking (2014)Why Most Published Research Findings Are False (2005)Why Most Published Research Findings Are False (2005)False-Positive Psychology (2011)The Extent and Consequences of P-Hacking in Science (2015)The fickle P value generates irreproducible results (2015)GRADE guidelines 26: informative statements to communicate the findings of systematic reviews of interventions (2019)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)The ProM Framework: A New Era in Process Mining Tool Support (2005)Conformance checking of processes based on monitoring real behavior (2007)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Design Patterns: Elements of Reusable Object-Oriented Software (1994)Workflow Patterns (2003)Business Process Management : Concepts, Languages, Architectures (2007)Declarative workflows: Balancing between flexibility and support (2009)Enabling Flexibility in Process-Aware Information Systems (2012)Business Process Variability Modeling (2017)Process Mining Manifesto (2012)Business Process Management: A Comprehensive Survey (2013)Digital Innovation Management: Reinventing Innovation Management Research in a Digital World (2017)The Six Core Elements of Business Process Management (2010)Outcome-Oriented Predictive Process Monitoring (2019)Strategy archetypes for digital transformation: Defining meta objectives using business process management (2020)Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches (2010)Deep Direct Reinforcement Learning for Financial Signal Representation and Trading (2016)Predicting Stock Market Trends Using Machine Learning and Deep Learning Algorithms Via Continuous and Binary Data; a Comparative Analysis (2020)Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery (2012)Scalable process discovery and conformance checking (2016)Replaying history on process models for conformance checking and performance analysis (2012)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches (2014)The Six Core Elements of Business Process Management (2014)A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs (2015)
this work references cited by second hop

References

  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2018Fundamentals of Business Process Management1,831 cited
  • 2011Process Mining1,804 cited
  • 2011Process Mining: Discovery, Conformance and Enhancement of Business Processes1,725 cited
  • 2014Scientific method: Statistical errors1,536 cited
  • 2013Fundamentals of Business Process Management1,344 cited
  • 1999Technical analysis of the financial markets: a comprehensive guide to trading methods and applications771 cited
  • 2008Change patterns and change support features – Enhancing flexibility in process-aware information systems582 cited
  • 2007Mining process models with non-free-choice constructs313 cited
  • 2011Handling Concept Drift in Process Mining199 cited
  • 2013Dealing With Concept Drifts in Process Mining192 cited
  • 2003Workflow Mining: Current Status and Future Directions133 cited

Cited by

  • 2017Detecting Sudden and Gradual Drifts in Business Processes from Execution Traces86 cited
  • 2021Theorizing Process Dynamics with Directed Graphs: A Diachronic Analysis of Digital Trace Data65 cited
  • 2016Detecting Drift from Event Streams of Unpredictable Business Processes

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

57 cited
  • 2017Interactive and Incremental Business Process Model Repair57 cited
  • 2017Detecting Concept Drift in Processes using Graph Metrics on Process Graphs48 cited
  • 2020Evaluation Goals for Online Process Mining: A Concept Drift Perspective47 cited
  • 2020Triggering Proactive Business Process Adaptations via Online Reinforcement Learning45 cited
  • 2020Robust Drift Characterization from Event Streams of Business Processes44 cited
  • 2023Explainable concept drift in process mining41 cited
  • 2017Detecting Process Concept Drifts from Event Logs41 cited
  • 2020Time-aware Concept Drift Detection Using the Earth Mover’s Distance41 cited
  • 2021A Framework for Explainable Concept Drift Detection in Process Mining41 cited
  • 2022Partial-order-based process mining: a survey and outlook40 cited
  • 2019Concept Drift Detection Of Event Streams Using An Adaptive Window37 cited
  • 2021Graph Autoencoders for Business Process Anomaly Detection37 cited
  • 2017Characterizing Drift from Event Streams of Business Processes34 cited