Research Output per year
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
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 journal › Article › Academic › peer-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 proceeding › Conference contribution › Academic › peer-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 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 proceeding › Conference contribution › Academic › peer-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 proceeding › Conference contribution › Academic › peer-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 journal › Article › Academic › peer-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: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Courses
Student theses
Design of a tool to support tactical planning at hospital outpatient clinics
Author: van der Heijden, M., 29 Nov 2019Supervisor: 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 2019Supervisor: Zhang, Y. (Supervisor 1), Zervanou, K. (Supervisor 2) & Genga, L. (Supervisor 2)
Student thesis: Master
File
Roof type classification in aerial imagery using convolutional neural networks: exploring the exploitation of convolutional features using feature coding and random forests
Author: van Driel, B., 30 Apr 2019Supervisor: Wilbik, A. (Supervisor 1), Zhang, Y. (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 2019Supervisor: 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 2019Supervisor: Sidorova, N. (Supervisor 1), Brosens-Kessels, A. (External coach) & Genga, L. (Supervisor 2)
Student thesis: Master
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