Markku Hinkka
Markku Hinkka
PhD student
Verified email at aalto.fi
Title
Cited by
Cited by
Year
Classifying process instances using recurrent neural networks
M Hinkka, T Lehto, K Heljanko, A Jung
International Conference on Business Process Management, 313-324, 2018
122018
Assessing big data SQL frameworks for analyzing event logs
M Hinkka, T Lehto, K Heljanko
2016 24th Euromicro International Conference on Parallel, Distributed, and …, 2016
112016
Structural feature selection for event logs
M Hinkka, T Lehto, K Heljanko, A Jung
International Conference on Business Process Management, 20-35, 2017
82017
Focusing business improvements using process mining based influence analysis
T Lehto, M Hinkka, J Hollmén
International Conference on Business Process Management, 177-192, 2016
72016
Exploiting Event Log Event Attributes in RNN Based Prediction
M Hinkka, T Lehto, K Heljanko
Data-Driven Process Discovery and Analysis, 67-85, 2018
52018
Focusing Business Process Lead Time Improvements Using Influence Analysis.
T Lehto, M Hinkka, J Hollmén
SIMPDA, 54-67, 2017
32017
Processing event instance data in a client-server architecture
T Lehto, M Hinkka
US Patent App. 13/435,226, 2013
22013
Exploiting Event Log Data-Attributes in RNN Based Prediction.
M Hinkka, T Lehto, K Heljanko
CoRR, 2019
12019
Discovering Business Area Effects to Process Mining Analysis Using Clustering and Influence Analysis
T Lehto, M Hinkka
arXiv preprint arXiv:2003.08170, 2020
2020
Machine Learning and Distributed Computing Techniques for Process Mining
M Hinkka
Aalto University, 2020
2020
Analyzing Business Process Changes Using Influence Analysis.
T Lehto, M Hinkka, J Hollmén
SIMPDA, 32-46, 2018
2018
Processing event instance data in a client-server architecture
T Lehto, M Hinkka
US Patent 9,311,617, 2016
2016
Processing event instance data in a client-server architecture
T Lehto, M Hinkka
US Patent 8,965,959, 2015
2015
Processing event instance data in a client-server architecture
T Lehto, M Hinkka
US Patent App. 13/435,141, 2013
2013
Processing event instance data in a client-server architecture
T Lehto, M Hinkka
US Patent App. 13/435,112, 2013
2013
Processing event instance data in a client-server architecture
T Lehto, M Hinkka
US Patent App. 13/435,188, 2013
2013
Modular application development in an object-oriented development environment
M Hinkka
2000
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Articles 1–17