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06/25/2023
TCE: A Test-Based Approach to Measuring Calibration Error
This paper proposes a new metric to measure the calibration error of pro...
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06/09/2023
Explaining Predictive Uncertainty with Information Theoretic Shapley Values
Researchers in explainable artificial intelligence have developed numero...
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07/05/2021
Machine Learning for Fraud Detection in E-Commerce: A Research Agenda
Fraud detection and prevention play an important part in ensuring the su...
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09/03/2019
Mining Insights from Weakly-Structured Event Data
This thesis focuses on process mining on event data where such a normati...
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08/30/2019
Evaluating Conformance Measures in Process Mining using Conformance Propositions (Extended version)
Process mining sheds new light on the relationship between process model...
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05/23/2019
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring
Predictive process monitoring is a family of techniques to analyze event...
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10/31/2018
An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction
Data of sequential nature arise in many application domains in forms of,...
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08/13/2018
Automatic Playlist Continuation through a Composition of Collaborative Filters
The RecSys Challenge 2018 focused on automatic playlist continuation, i....
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03/23/2018
Foundations of Prescriptive Process Monitoring
Predictive process monitoring is concerned with the analysis of events p...
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12/12/2017
Mining Non-Redundant Sets of Generalizing Patterns from Sequence Databases
Sequential pattern mining techniques extract patterns corresponding to f...
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11/03/2017
Discovering More Precise Process Models from Event Logs by Filtering Out Chaotic Activities
Process Discovery is concerned with the automatic generation of a proces...
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05/25/2017
Generating Time-Based Label Refinements to Discover More Precise Process Models
Process mining is a research field focused on the analysis of event data...
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05/25/2017
Mining Process Model Descriptions of Daily Life through Event Abstraction
Process mining techniques focus on extracting insight in processes from ...
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05/03/2017
The Imprecisions of Precision Measures in Process Mining
In process mining, precision measures are used to quantify how much a pr...
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04/11/2017
Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models
Process mining analyzes business processes based on events stored in eve...
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12/07/2016
Predictive Business Process Monitoring with LSTM Neural Networks
Predictive business process monitoring methods exploit logs of completed...
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10/10/2016
Heuristic Approaches for Generating Local Process Models through Log Projections
Local Process Model (LPM) discovery is focused on the mining of a set of...
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09/12/2016
On Generation of Time-based Label Refinements
Process mining is a research field focused on the analysis of event data...
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06/23/2016