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

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Cryptography Engineering & Materials Science
Access control Engineering & Materials Science
Health Engineering & Materials Science
Data privacy Engineering & Materials Science
Information management Engineering & Materials Science
Delivery of Health Care Medicine & Life Sciences
Patents and inventions Engineering & Materials Science
Privacy Medicine & Life Sciences

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Research Output 2000 2019

2 Citations (Scopus)
16 Downloads (Pure)

Artificial intelligence in clinical health care applications: viewpoint

van Hartskamp, M., Consoli, S., Verhaegh, W., Petkovic, M. & van de Stolpe, A., 5 Apr 2019, In : Interactive Journal of Medical Research. 8, 2, 8 p., e12100.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Artificial Intelligence
Delivery of Health Care
Intelligence
History
Communication

Data science for healthcare: methodologies and applications

Consoli, S. (ed.), Recupero, D. R. (ed.) & Petković, M. (ed.), 1 Jan 2019, Cham: Springer International Publishing Switzerland. 367 p.

Research output: Book/ReportBookAcademic

Delivery of Health Care
Semantic Web
Computer vision
Pattern recognition
Artificial intelligence
1 Citation (Scopus)

Data science in healthcare: benefits, challenges and opportunities

Abedjan, Z., Boujemaa, N., Campbell, S., Casla, P., Chatterjea, S., Consoli, S., Costa-Soria, C., Czech, P., Despenic, M., Garattini, C., Hamelinck, D., Heinrich, A., Kraaij, W., Kustra, J., Lojo, A., Sanchez, M. M., Mayer, M. A., Melideo, M., Menasalvas, E., Aarestrup, F. M. & 15 others, Artigot, E. N., Petković, M., Recupero, D. R., Gonzalez, A. R., Kerremans, G. R., Roller, R., Romao, M., Ruping, S., Sasaki, F., Spek, W., Stojanovic, N., Thoms, J., Vasiljevs, A., Verachtert, W. & Wuyts, R., 1 Jan 2019, Data Science for Healthcare: Methodologies and Applications. Consoli, S., Reforgiato Recupero, D. & Petković, M. (eds.). Cham: Springer, p. 3-38 36 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Delivery of Health Care
Technology
Health Care Sector
Big data
Learning

Preface

Consoli, S., Recupero, D. R. & Petković, M., 2019, Data Science for Healthcare: Methodologies and Applications. Consoli, S., Recupero, D. R. & Petković, M. (eds.). Cham: Springer International Publishing Switzerland, p. vii-ix 3 p.

Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptAcademic

Open Access
1 Downloads (Pure)

Deep metric learning for sequential data using approximate information

Thaler, S., Menkovski, V. & Petkovic, M., 8 Jul 2018, Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, Proceedings. Perner, P. (ed.). Cham: Springer, p. 269-282 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10934 LNAI).

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

Distance Metric
Labels
Metric
High-dimensional
Neural Networks

Prizes

Best Student Paper Award at 28th Annual IFIP WG 11.3 Working Conference on Data and Applications Security (DBSec 2014)

S. Vavilis (Recipient), M. Petkovic (Recipient) & Nicola Zannone (Recipient), 2014

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

Student theses

AAL security and privacy: Transferring XACML policies for end to end access and usage control

Author: Vlamings, H., 31 Oct 2010

Supervisor: Petkovic, M. (Supervisor 1)

Student thesis: Master

File

Access policy enforcement techniques to protect data shared across domains

Author: Pletea, D., 31 Aug 2014

Supervisor: Petkovic, M. (Supervisor 1), Koster, P. (External person) (Supervisor 2), Sedghi, S. (External person) (Supervisor 2) & Mak, R. (External coach)

Student thesis: Master

File

Automatic evaluation of privacy policy: a machine learning approach

Author: Sun, Y., 29 Feb 2012

Supervisor: Petkovic, M. (Supervisor 1)

Student thesis: Master

File

Cryptography as a service in a cloud computing environment

Author: Ideler, H., 31 Jan 2013

Supervisor: Petkovic, M. (Supervisor 1), Sadeghi, A. (External person) (External coach), Bugiel, S. (External person) (External coach) & Nürnberger, S. (External person) (External coach)

Student thesis: Master

File

Database data leakage detection systems: a framework for comparison and analysis

Author: van Enckevort, G., 28 Feb 2014

Supervisor: Petkovic, M. (Supervisor 1) & Costante, E. (Supervisor 2)

Student thesis: Master

File