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Applying clustering and classification data mining techniques for competitive and knowledge‐intensive processes improvement
16 references·0 citing·49 second hopsampled
Applying clustering and classification data mining techniques for competitive and knowledge‐intensive processes improvement (2019)Applying clustering and classification da…Run-time prediction of business process indicators using evolutionary decision rules (2017)Run-time prediction of busine…Prescriptive Analytics for Recommendation-Based Business Process Optimization (2014)Prescriptive Analytics for Re…Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches (2014)Knowledge-Intensive Processes…Conformance checking and diagnosis for declarative business process models in data-aware scenarios (2014)Conformance checking and diag…Improving business process decision making based on past experience (2013)Improving business process de…Business Process Management: A Comprehensive Survey (2013)Business Process Management: …Business process analysis in healthcare environments: A methodology based on process mining (2011)Business process analysis in …Process Management for Knowledge Work (2010)Process Management for Knowle…Role of process knowledge in business process improvement methodology: a case study (2009)Role of process knowledge in …A framework for the improvement of knowledge‐intensive business processes (2007)A framework for the improveme…An integration architecture for knowledge management systems and business process management systems (2006)An integration architecture f…Towards IS supported coordination in emergent business processes (2005)Towards IS supported coordina…The dimensions of process knowledge (2005)The dimensions of process kno…Going concern prediction using data mining techniques (2004)Going concern prediction usin…Improving knowledge intensive processes through an enterprise knowledge medium (1999)Improving knowledge intensive…Firm Resources and Sustained Competitive Advantage (1991)Firm Resources and Sustained …Treatise on Basic Philosophy (1989)Reengineering the corporation: A manifesto for business revolution (1993)Process Mining Manifesto (2012)LSTM networks for data-aware remaining time prediction of business process instances (2017)A taxonomy for key performance indicators management (2018)How is process mining technology used by organizations? A systematic literature review of empirical studies (2018)An Evolutionary Theory of Economic Change. (1983)Case Study Research: Design and Methods (1984)Case Study Research (2004)The impact of knowledge management on innovation and entrepreneurship in the biotechnology and telecommunications industries (2008)Knowledge Intensive Business Processes: Theoretical Foundations and Research Challenges (2011)Practices of knowledge intensive process management: quantitative insights (2013)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)The New Industrial Engineering: Information Technology and Business Process Redesign (2011)Process management tasks and barriers: functional to processes approach (2012)No Longer Out of Sight, No Longer Out of Mind? How Organizations Engage with Process Mining-Induced Transparency to Achieve Increased Process Awareness (2021)Process innovation: reengineering work through information technology (1993)Working knowledge: how organizations manage what they know (1998)Defining process‐oriented knowledge management strategies (2002)Implementing process‐oriented knowledge management strategies (2003)How to develop knowledge culture in organizations? A multiple case study of large distributed organizations (2006)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Marketing Research (1970)A Model of Crisis Perception: A Theoretical and Empirical Analysis (1980)Prediction of hotel bankruptcy using support vector machine, artificial neural network, logistic regression, and multivariate discriminant analysis (2010)The Role of Data Mining for Business Intelligence in Knowledge Management (2014)Oil price forecasting using gene expression programming and artificial neural networks (2016)Workflow mining: discovering process models from event logs (2004)PM$$^2$$: A Process Mining Project Methodology (2015)Time-driven activity-based costing in health care: A systematic review of the literature (2017)Process mining techniques and applications – A systematic mapping study (2019)A Dynamic Theory of Organizational Knowledge Creation (1994)Business Process Management: A Survey (2003)Understanding the influence of information systems competencies on process innovation: A resource-based view (2007)A business process outsourcing framework based on business process management and knowledge management (2009)Macro process of knowledge management for continuous innovation (2010)A resource‐based view of the firm (1984)Asset Stock Accumulation and Sustainability of Competitive Advantage (1989)The cornerstones of competitive advantage: A resource‐based view (1993)Social Capital, Intellectual Capital, and the Organizational Advantage (1998)Dynamic capabilities: what are they? (2000)The Theory of Economic Development (2003)Comprehensible Predictive Models for Business Processes1 (2016)Digital transformation and the new logics of business process management (2020)
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References

  • 1991Firm Resources and Sustained Competitive Advantage48,209 cited
  • 2013Business Process Management: A Comprehensive Survey829 cited
  • 2011Business process analysis in healthcare environments: A methodology based on process mining494 cited
  • 2014Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches312 cited
  • 1999Improving knowledge intensive processes through an enterprise knowledge medium179 cited
  • 2006An integration architecture for knowledge management systems and business process management systems164 cited
  • 2004Going concern prediction using data mining techniques125 cited
  • 2013Improving business process decision making based on past experience120 cited
  • 2009Role of process knowledge in business process improvement methodology: a case study114 cited
  • 2007A framework for the improvement of knowledge‐intensive business processes92 cited
  • 2010Process Management for Knowledge Work91 cited
  • 2014Prescriptive Analytics for Recommendation-Based Business Process Optimization76 cited
  • 2017Run-time prediction of business process indicators using evolutionary decision rules69 cited
  • 2014Conformance checking and diagnosis for declarative business process models in data-aware scenarios64 cited

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  • 2005Towards IS supported coordination in emergent business processes59 cited
  • 2005The dimensions of process knowledge58 cited
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