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 2020
A latitudinal study on the use of sequential and concurrency patterns in deviance mining
Genga, L., Potena, D., Chiorrini, A., Diamantini, C. & Zannone, N., 1 Jan 2020, Studies in Computational Intelligence. Appice, A., Ceci, M., Loglisci, C., Manco, G., Masciari, E. & Ras, Z. (eds.). Cham: Springer, p. 103-119 17 p. (Studies in Computational Intelligence; vol. 880).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Feature extraction
Experiments
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
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
Press / Media
Towards Multi-perspective conformance checking with fuzzy sets. (arXiv:2001.10730v1 [cs.AI])
Uzay Kaymak, Laura Genga & Sicui Zhang
30/01/20
1 item of Media coverage
Press/Media: Expert Comment
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
Introducing systematic manufacturing time validation by matching processes between MES and ERP systems
Author: Koolen, T., 16 Dec 2019Supervisor: Medeiros de Carvalho, R. (Supervisor 1), Genga, L. (Supervisor 2) & Linders, B. P. (External coach)
Student thesis: Master
File
Predicting the turnaround time of an aircraft: a process structure aware approach
Author: van Hassel, O., 20 Dec 2019Supervisor: Firat, M. (Supervisor 1), Genga, L. (Supervisor 2) & Nobile, M. (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
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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
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