20162019

Research output per year

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Personal profile

Education/Academic qualification

Master of Science (Technology), Information Technology

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Research Output

  • 6 Conference contribution
  • 1 Conference article

Classifying Process Instances Using Recurrent Neural Networks

Hinkka, M., Lehto, T., Heljanko, K. & Jung, A., 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). p. 313-324 12 p. (Lecture Notes in Business Information Processing; vol. 342).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
  • 6 Citations (Scopus)

    Exploiting Event Log Event Attributes in RNN Based Prediction

    Hinkka, M., Lehto, T. & Heljanko, K., 1 Jan 2019, New Trends in Databases and Information Systems - ADBIS 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium 2019, Proceedings. Welzer, T., Podgorelec, V., Kamišalic Latific, A., Eder, J., Wrembel, R., Morzy, M., Ivanovic, M., Gamper, J., Tzouramanis, T. & Darmont, J. (eds.). p. 405-416 12 p. (Communications in Computer and Information Science; vol. 1064).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  • Analyzing business process changes using influence analysis

    Lehto, T., Hinkka, M. & Hollmén, J., 1 Jan 2018, In : CEUR Workshop Proceedings. 2270, p. 32-46 15 p.

    Research output: Contribution to journalConference articleScientificpeer-review

    Open Access
    File
  • 61 Downloads (Pure)

    Structural feature selection for event logs

    Hinkka, M., Lehto, T., Heljanko, K. & Jung, A., 2018, Business Process Management Workshops - BPM 2017 International Workshops, Revised Papers. p. 20-35 16 p. (Lecture Notes in Business Information Processing; vol. 308).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
  • 7 Citations (Scopus)

    Focusing business process lead time improvements using influence analysis

    Lehto, T., Hinkka, M. & Hollmén, J., 2017, Data-driven Process Discovery and Analysis: Proceedings of the 7th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2017), Neuchatel, Switzerland, December 6-8, 2017. Ceravolo, P., Van Keulen, M. & Stoffel, K. (eds.). CEUR, p. 54-67 14 p. (CEUR Workshop Proceedings ; vol. 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
  • 1 Citation (Scopus)
    77 Downloads (Pure)