Process Mining Workshops

Process Mining Workshops

ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023, Revised Selected Papers

Soffer, Pnina; De Smedt, Johannes

Springer International Publishing AG

04/2024

514

Mole

9783031561061

15 a 20 dias

Descrição não disponível.
4th International Workshop on Event Data and Behavioral Analytics (EdbA'23).- 4th International Workshop on Event Data and Behavioral Analytics (EdbA'23).- Analysing the Foraging Behaviour of Bees using Process Mining: A Case Study.- Tiramisu: A Recipe for Visual Sensemaking of Multi-Faceted Process Information.- NICE: The Native Iot-Centric Event Log Model for Process Mining.- CaseID detection for Process Mining: a heuristic-based methodology.- Parallelism-based Session Creation to Identify High-Level Activities in Event Log Abstraction.- From OCEL to DOCEL - Datasets and Automated Transformation.- Event Knowledge Graphs for Auditing: A Case Study.- Turning Logs Into Lumber: Preprocessing Tasks in Process Mining.- Improving Precision in Process Trees Using Subprocess Tree Logs.- Generating Process Anomalies with Markov Chains: A Pattern-Driven Approach.- 4th International Workshop in Leveraging Machine Learning for Process Mining (ML4PM 2023).- 4th International Workshop in Leveraging Machine Learning for Process Mining (ML4PM 2023).- Sparse Mixtures of Shallow Linear Experts for Interpretable and Fast Outcome Prediction.- Understanding the impact of design choices on the performance of predictive process monitoring.- Discovering Process-Based Drivers for Case-Level Outcome Explanation.- Detecting Anomalous Events in Object-centric Business Processes via Graph Neural Networks.- Uncovering the Hidden Significance of Activities Location in Predictive Process Monitoring.- 6th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H 2023).- 6th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H 2023).- Using Process Mining to Explore the Impact of Socio-economic Status on the Treatment of Musculoskeletal Disorders - A Case Study.- Identifying Variation in Personal Daily Routine Through Process Mining: A Case Study.- Investigating an Ontology-Informed Approach to Event Log Generation in Healthcare (Research Paper).- I-PALIA: Discovering BPMN Processes with Duplicated Activities for Healthcare Domains.- Enhancing Clinical Insights: Knowledge-intensive and context-sensitive process instance visualization in health care - Research Paper.- Hypergraphs for Frailty Analysis.- Ontology-based Multi-Perspective Process Mining in Laboratories: A Case Study.- Clinical event knowledge graphs: Enriching healthcare event data with entities and clinical concepts - "Research Paper".- Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: a Case Study on Rectal Cancer.- 2nd International Workshop Education meets Process Mining (EduPM 2023).- 2nd International Workshop Education meets Process Mining (EduPM 2023).- Exploring Gamification in Process Mining Education: Towards a Playful and Engaging Approach.- Process Mining Techniques for Collusion Detection in Online Exams.- Evidence-based Student Career and Performance Analysis with Process Mining: a Case study.- Extracting Rules from Event Data for Study Planning.- 8th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI 2023).- 8th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI 2023).- LLMs and Process Mining: Challenges in RPA.- Checking Constraints for Object-Centric Process Executions.- Analyzing An After-Sales Service Process Using Object-Centric Process Mining: A Case Study.- Grouping Local Process Models.- Implementing Object-Centric Event Data Models in Event Knowledge Graphs.- 2nd International Workshop on Collaboration Mining for Distributed Systems (CoMinDS'23).- 2nd International Workshop on Collaboration Mining for Distributed Systems (CoMinDS'23).- Unraveling the Fabric of Intertwined Processes: How Object-Centric Process Mining is changing the way we improve operational processes.- Petri Net Classes for Collaboration Mining: Assessment and Design Guidelines.- From Identities to Quantities: Introducing Items and Decoupling Points to Object-centric Process Mining.- Mapping Artifact-driven Monitoring Results Back to BPMN Process Diagrams.- An approach for discovering inter-organizational collaborative business processes in BPMN 2.0.- Breaking Down Barriers with Knowledge Graphs: Data Integration for Cross-Organizational Process Mining.
Process Mining;Business Process Management;Business Process Management Systems;Business Process Monitoring;Cross-organizational Business Processes;Business Intelligence;Information Systems;Decision Support Systems;Information Systems Engineering;Information Systems Applications;Enterprise Information Systems;Artificial Intelligence;IT Governance;Enterprise Modeling;Business Rules