If you made any changes in Pure these will be visible here soon.

Fingerprint Dive into the research topics where Laura Genga is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Association rules Engineering & Materials Science
Students Engineering & Materials Science
Mining Mathematics
Experiments Engineering & Materials Science
Specifications Engineering & Materials Science
Pattern Discovery Mathematics
Process monitoring Engineering & Materials Science
Process Model Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2012 2019

  • 88 Citations
  • 16 Conference contribution
  • 4 Article
2 Downloads (Pure)

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
6 Downloads (Pure)

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
3 Downloads (Pure)

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 Forum 2019, Proceedings: 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 19 p. (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)
22 Downloads (Pure)

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), L. Genga (Recipient) & N. Zannone (Recipient), 8 Dec 2017

Prize: 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

Design of a tool to support tactical planning at hospital outpatient clinics

Author: van der Heijden, M., 29 Nov 2019

Supervisor: Genga, L. (Supervisor 1) & Trienekens, J. J. (Supervisor 2)

Student thesis: Master

File

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

File

The design of a subsystem prototype for identifying and tracking high risk rolling stock on shunting yards with wayside sensors

Author: Salden, M., 29 Nov 2019

Supervisor: Kaymak, U. (Supervisor 1), Razavian, M. (Supervisor 2) & Genga, L. (Supervisor 2)

Student thesis: Master

File

Understanding customer complaints: a data-driven approach

Author: Vagionitis, I., 30 Sep 2019

Supervisor: Sidorova, N. (Supervisor 1), Brosens-Kessels, A. (External coach) & Genga, L. (Supervisor 2)

Student thesis: Master

File