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Research Output 2013 2019

  • 37 Citations
  • 15 Conference contribution
  • 4 Article

Discovering reliable evidence of data misuse by exploiting rule redundancy

Genga, L., Zannone, N. & Squicciarini, A., 1 Nov 2019, In : Computers and Security. 87, 17 p., 101577

Research output: Contribution to journalArticleAcademicpeer-review

Association rules
redundancy
Transparency
Redundancy
Decision making

Mining local process models and their correlations

Genga, L., Tax, N. & Zannone, N., 1 Jan 2019, Data-Driven Process Discovery and Analysis - 7th IFIP WG 2.6 International Symposium, SIMPDA 2017, Revised Selected Papers. van Keulen, M., Ceravolo, P. & Stoffel, K. (eds.). Cham: Springer, p. 65-88 24 p. (Lecture Notes in Business Information Processing; vol. 340)

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

Process Model
Mining
Process model
Demonstrate
Output

Predicting critical behaviors in business process executions: when evidence counts

Genga, L., Di Francescomarino, C., Ghidini, C. & Zannone, N., 17 Jul 2019, Business Process Management Forum. BPM 2019: BPM Forum 2019, Vienna, Austria, September 1–6, 2019, Proceedings. Hildebrandt, T., van Dongen, B. F., RöglingeR, M. & Mendling, J. (eds.). Cham: Springer, p. 72-90 (Lecture Notes in Business Information Processing; vol. 360)

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

Process monitoring
Monitoring
Industry
1 Citation (Scopus)

Unveiling systematic biases in decisional processes: an application to discrimination discovery

Genga, L., Allodi, L. & Zannone, N., 2 Jul 2019, AsiaCCS 2019 - Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security. New York: Association for Computing Machinery, Inc, p. 67-72 6 p.

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

Association rules
Regression analysis
Data mining
4 Citations (Scopus)

Discovering anomalous frequent patterns from partially ordered event logs

Genga, L., Alizadeh, M., Potena, D., Diamantini, C. & Zannone, N., 1 Oct 2018, In : Journal of Intelligent Information Systems. 51, 2, p. 257–300 44 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Flow control

Prizes

Best paper award at the 7th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2017)

Niek Tax (Recipient), Laura Genga (Recipient) & Nicola Zannone (Recipient), 8 Dec 2017

Recognition: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

Courses

Business process management

1/09/05 → …

Course

Business process simulation

1/09/13 → …

Course

Data Challenge 2

1/09/17 → …

Course

Student theses

Prioritizing price sensitivity drivers using machine learning classification algorithms

Author: Rooijakkers, C., 31 May 2019

Supervisor: Zhang, Y. (Supervisor 1), Zervanou, K. (Supervisor 2) & Genga, L. (Supervisor 2)

Student thesis: Master

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