Process Prediction in Noisy Data Sets: A Case Study in a Dutch Hospital

No abstract is available for this paper.

• Publication year

  2012

• Venue

  International Symposium on Data-Driven Process Discovery and Analysis

• Publication date

  2012-06-18

• Fields of study

  Medicine, Business, Engineering, Computer Science

• Identifiers
  DOI 10.1007/978-3-642-40919-6_4
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Process mining: making knowledge discovery process centric

  2012cited by this paper
• Bankruptcy forecasting: An empirical comparison of AdaBoost and neural networks

  2008cited by this paper
• Using process mining to learn from process changes in evolutionary systems

  2008cited by this paper
• Application of Process Mining in Healthcare - A Case Study in a Dutch Hospital

  2008cited by this paper
• Process mining: a two-step approach to balance between underfitting and overfitting

  2008cited by this paper
• A Comparison of Decision Tree Ensemble Creation Techniques

  2007cited by this paper
• Finding Structure in Unstructured Processes: The Case for Process Mining

  2007cited by this paper
• Business process mining: An industrial application

  2007cited by this paper
• Random Forests for land cover classification

  2006cited by this paper
• The ProM Framework: A New Era in Process Mining Tool Support

  2005cited by this paper
• Process Mining

  2005cited by this paper
• Applications and Theory of Petri Nets 2005, 26th International Conference, ICATPN 2005, Miami, USA, June 20-25, 2005, Proceedings

  2005cited by this paper
• Workflow mining: discovering process models from event logs

  2004cited by this paper
• Workflow mining with InWoLvE

  2004cited by this paper
• Workflow mining: A survey of issues and approaches

  2003cited by this paper
• Rediscovering workflow models from event-based data using little thumb

  2003cited by this paper
• Work ow Mining : A Survey of Issues and Approaches

  2003cited by this paper
• Fundamentals of control flow in workflows

  2003cited by this paper
• On the discovery of process models from their instances

  2002cited by this paper
• Data Mining - Concepts and Techniques

  2002cited by this paper
• Random Forests

  2001cited by this paper
• Advances in Database Technology — EDBT'98

  1998cited by this paper
• Automating the Discovery of AS-IS Business Process Models: Probabilistic and Algorithmic Approaches

  1998influential reference
• Mining Process Models from Workflow Logs

  1998cited by this paper
• Improved Use of Continuous Attributes in C4.5

  1996cited by this paper
• Bagging Predictors

  1996cited by this paper
• Experiments with a New Boosting Algorithm

  1996cited by this paper
• Neural Networks, Decision Tree Induction and Discriminant Analysis: an Empirical Comparison

  1994cited by this paper
• Introduction to Machine Learning

  1992cited by this paper
• Computer Algorithms: Introduction to Design and Analysis

  1978cited by this paper

• Time-Aware and Transition-Semantic Graph Neural Networks for Interpretable Predictive Business Process Monitoring

  2025cites this paper
• Achieving Group Fairness through Independence in Predictive Process Monitoring

  2024cites this paper
• Remaining cycle time prediction with Graph Neural Networks for Predictive Process Monitoring

  2023cites this paper
• Prediction and Analysis of Container Terminal Logistics Transportation Time Based on Simulation Interactive Modeling: A Case Study of Ningbo Port: Simulation Modeling of Container Terminal Logistics Time: Ningbo Port Case

  2023cites this paper
• Supporting Physicians Through Prescriptive Process Monitoring

  2023cites this paper
• Enhancing Stochastic Petri Net-based Remaining Time Prediction using k-Nearest Neighbors

  2022cites this paper
• A Process Mining Framework Based on Deep Learning Feature Fusion

  2022cites this paper
• Process mining in healthcare - An updated perspective on the state of the art

  2022cites this paper
• 11th International Workshop on Enterprise Modeling and Information Systems Architectures, Kiel, Germany, May 21-22, 2021

  2021cites this paper
• Process mining applications in the healthcare domain: A comprehensive review

  2021cites this paper
• Remaining Activity Sequence Prediction for Ongoing Process Instances

  2021cites this paper
• Business Process Models in the Context of Predictive Process Monitoring

  2021cites this paper
• Opportunities and challenges for applying process mining in healthcare: a systematic mapping study

  2021cites this paper
• Integrated Declarative Process and Decision Discovery of the Emergency Care Process

  2020cites this paper
• Process Mining for Case Acquisition in Oncology: A Systematic Literature Review

  2020cites this paper
• Predictive Process Monitoring: A Use-Case-Driven Literature Review

  2020cites this paper
• Explainable Predictive Monitoring of Temporal Measures of Business Processes

  2019cites this paper
• Process Mining of Automation Services with Long Short-Term Memory Neural Networks

  2019cites this paper
• Process mining techniques and applications - A systematic mapping study

  2019cites this paper
• Comparing strategies to generate experience-based clinical process recommendations that leverage similarity to historic data

  2019cites this paper
• Predictive and Prescriptive Monitoring of Business Process Outcomes

  2019influential citation
• Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring

  2018cites this paper
• Leveraging Multi-Perspective Apriori Knowledge in Predictive Business Process Monitoring

  2018cites this paper
• Systematic Mapping of Process Mining Studies in Healthcare

  2018cites this paper
• An Experimental Evaluation of the Generalizing Capabilities of Process Discovery Techniques and Black-Box Sequence Models

  2018cites this paper
• An interdisciplinary comparison of sequence modeling methods for next-element prediction

  2018cites this paper
• Process Mining in Cardiology: A Literature Review

  2018influential citation
• Outcome-Oriented Predictive Process Monitoring

  2017cites this paper
• White-box prediction of process performance indicators via flow analysis

  2017cites this paper
• Business Process Comparison: A Methodology and Case Study

  2017cites this paper
• Process Mining in Industry

  2017cites this paper
• Identifying child abuse through text mining and machine learning

  2017cites this paper
• Predictive analytics for truck arrival time estimation: a field study at a European distribution centre

  2017cites this paper
• Predicting process performance: A white‐box approach based on process models

  2017cites this paper
• Decision Support Using Belief Network Constructed from Business Process Event Log

  2017cites this paper
• Andrii Rozumnyi A Dashboard-based Predictive Process Monitoring

  2017cites this paper
• Highlights Characteristics of case studies where process mining is applied in healthcare A reference to the current status of process mining in healthcare Trends and challenges regarding the future of process mining in healthcare

  2016cites this paper
• Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring

  2016cites this paper
• Predictive Business Process Monitoring with LSTM Neural Networks

  2016cites this paper
• A benchmark for predicting turnaround time for trucks at a container terminal

  2016cites this paper
• Data-Driven Process Discovery and Analysis

  2016cites this paper
• Clustering the Results of Brainstorm Sessions: Applying Word Similarity Techniques to Cluster Dutch Nouns

  2016cites this paper
• The role of domain analysis in prediction instrument development

  2016cites this paper
• Public Version

  2016cites this paper
• Investigating into the Prevalence of Complex Event Processing and Predictive Analytics in the Transportation and Logistics Sector: Initial Findings From Scientific Literature

  2016cites this paper
• Using text mining and machine learning for detection of child abuse

  2016cites this paper
• Process mining in healthcare: A literature review

  2016cites this paper
• DB-XES: Enabling Process Discovery in the Large

  2016cites this paper
• Time and activity sequence prediction of business process instances

  2016cites this paper
• Business Process Management Workshops

  2015influential citation
• Information Waste on the World Wide Web and Combating the Clutter

  2015cites this paper
• Cross-chain collaboration in the fast moving consumer goods supply chain

  2015cites this paper
• A recommendation system for predicting risks across multiple business process instances

  2015cites this paper
• Clinical Pathway Analytics

  2014cites this paper
• The Effect of Noise on Mined Declarative Constraints

  2013cites this paper
• AIS Electronic Library (AISeL)

  year unknowncites this paper