Markku Hinkka

According to our database, Markku Hinkka authored at least 10 papers between 2016 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Machine Learning and Distributed Computing Techniques for Process Mining ; Koneoppimisen ja hajautetun laskennan tekniikat prosessien louhinnassa.

Markku Hinkka

PhD thesis, 2020

Discovering Business Area Effects to Process Mining Analysis Using Clustering and Influence Analysis.

Teemu Lehto, Markku Hinkka

Proceedings of the Business Information Systems - 23rd International Conference, 2020

2019

Exploiting Event Log Data-Attributes in RNN Based Prediction.

Markku Hinkka, Teemu Lehto, Keijo Heljanko

CoRR, 2019

Exploiting Event Log Event Attributes in RNN Based Prediction.

Markku Hinkka, Teemu Lehto, Keijo Heljanko

Proceedings of the Data-Driven Process Discovery and Analysis, 2019

2018

Analyzing Business Process Changes Using Influence Analysis.

Teemu Lehto, Markku Hinkka, Jaakko Hollmén

Proceedings of the 8th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2018), 2018

Classifying Process Instances Using Recurrent Neural Networks.

Markku Hinkka, Teemu Lehto, Keijo Heljanko, Alexander Jung

Proceedings of the Business Process Management Workshops, 2018

2017

Focusing Business Process Lead Time Improvements Using Influence Analysis.

Teemu Lehto, Markku Hinkka, Jaakko Hollmén

Proceedings of the 7th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2017), 2017

Structural Feature Selection for Event Logs.

Markku Hinkka, Teemu Lehto, Keijo Heljanko, Alexander Jung

Proceedings of the Business Process Management Workshops, 2017

2016

Assessing Big Data SQL Frameworks for Analyzing Event Logs.

Markku Hinkka, Teemu Lehto, Keijo Heljanko

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

Focusing Business Improvements Using Process Mining Based Influence Analysis.

Teemu Lehto, Markku Hinkka, Jaakko Hollmén

Proceedings of the Business Process Management Forum, 2016