Simple constrained deformations for geometric modeling and interactive design
ACM Transactions on Graphics (TOG) - Special issue on interactive sculpting
Point-based modelling and rendering using radial basis functions
Proceedings of the 1st international conference on Computer graphics and interactive techniques in Australasia and South East Asia
Distributed and Parallel Databases
ACM SIGGRAPH 2003 Papers
High-pass quantization for mesh encoding
Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
Discovering models of behavior for concurrent workflows
Computers in Industry - Special issue: Process/workflow mining
Semi-Supervised Learning on Riemannian Manifolds
Machine Learning
Mesh editing with poisson-based gradient field manipulation
ACM SIGGRAPH 2004 Papers
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Pyramid Coordinates for Morphing and Deformation
3DPVT '04 Proceedings of the 3D Data Processing, Visualization, and Transmission, 2nd International Symposium
Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Linear rotation-invariant coordinates for meshes
ACM SIGGRAPH 2005 Papers
Simple and efficient compression of animation sequences
Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation
Mesh decomposition using motion information from animation sequences: Animating Geometrical Models
Computer Animation and Virtual Worlds - CASA 2005
Volume and shape preservation via moving frame manipulation
ACM Transactions on Graphics (TOG)
Modelling with implicit surfaces that interpolate
SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
Genetic process mining: an experimental evaluation
Data Mining and Knowledge Discovery
Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples
The Journal of Machine Learning Research
Adaptive mesh compression in 3D computer graphics using multiscale manifold learning
Proceedings of the 24th international conference on Machine learning
PriMo: coupled prisms for intuitive surface modeling
SGP '06 Proceedings of the fourth Eurographics symposium on Geometry processing
As-rigid-as-possible surface modeling
SGP '07 Proceedings of the fifth Eurographics symposium on Geometry processing
Laplace-Beltrami eigenfunctions for deformation invariant shape representation
SGP '07 Proceedings of the fifth Eurographics symposium on Geometry processing
Conformance checking of processes based on monitoring real behavior
Information Systems
On Linear Variational Surface Deformation Methods
IEEE Transactions on Visualization and Computer Graphics
The Visual Computer: International Journal of Computer Graphics
Business process management: a survey
BPM'03 Proceedings of the 2003 international conference on Business process management
Fuzzy mining: adaptive process simplification based on multi-perspective metrics
BPM'07 Proceedings of the 5th international conference on Business process management
Approaching process mining with sequence clustering: experiments and findings
BPM'07 Proceedings of the 5th international conference on Business process management
The prom framework: a new era in process mining tool support
ICATPN'05 Proceedings of the 26th international conference on Applications and Theory of Petri Nets
Smoothing of meshes and point clouds using weighted geometry-aware bases
GMP'06 Proceedings of the 4th international conference on Geometric Modeling and Processing
A Morse-Theory Based Method for Segmentation of Triangulated Freeform Surfaces
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Beyond process mining: from the past to present and future
CAiSE'10 Proceedings of the 22nd international conference on Advanced information systems engineering
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems - Volume Part I
Short Communication to SMI 2011: Surface feature based mesh segmentation
Computers and Graphics
Using graph aggregation for service interaction message correlation
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
A principled approach to the analysis of process mining algorithms
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Event-based monitoring of process execution violations
BPM'11 Proceedings of the 9th international conference on Business process management
Investigations on Stochastic Information Control Nets
Information Sciences: an International Journal
Continuous and discrete Mexican hat wavelet transforms on manifolds
Graphical Models
CAiSE'12 Proceedings of the 24th international conference on Advanced Information Systems Engineering
Business process mining from e-commerce web logs
BPM'13 Proceedings of the 11th international conference on Business Process Management
Enhancing declare maps based on event correlations
BPM'13 Proceedings of the 11th international conference on Business Process Management
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Existing process mining techniques are able to discover process models from event logs where each event is known to have been produced by a given process instance. In this paper we remove this restriction and address the problem of discovering the process model when the event log is provided as an unlabelled stream of events. Using a probabilistic approach, it is possible to estimate the model by means of an iterative Expectaction---Maximization procedure. The same procedure can be used to find the case id in unlabelled event logs. A series of experiments show how the proposed technique performs under varying conditions and in the presence of certain workflow patterns. Results are presented for a running example based on a technical support process.