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Milan Petkovic
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- affiliation: Eindhoven University of Technology, Netherlands
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2020 – today
- 2024
- [j15]Sreejita Ghosh
, Pia Burger
Review of machine learning solutions for eating disorders. Int. J. Medical Informatics 189: 105526 (2024) - [i8]Vadim Liventsev, Vivek Kumar, Allmin Pradhap Singh Susaiyah, Zixiu Wu, Ivan Rodin, Asfand Yaar, Simone Balloccu, Marharyta Beraziuk, Sebastiano Battiato, Giovanni Maria Farinella, Aki Härmä, Rim Helaoui, Milan Petkovic, Diego Reforgiato Recupero, Ehud Reiter, Daniele Riboni, Raymond Sterling:
PhilHumans: Benchmarking Machine Learning for Personal Health. CoRR abs/2405.02770 (2024) - 2023
- [j14]Alessio Gallucci
Generating High-Resolution 3D Faces and Bodies Using VQ-VAE-2 with PixelSNAIL Networks on 2D Representations. Sensors 23(3): 1168 (2023) - [c59]Allmin Pradhap Singh Susaiyah, Aki Härmä
Smart Selection of Useful Insights from Wearables. ICASSP Workshops 2023: 1-4 - [c58]Marko Petkovic
Tracking of Nutritional Intake Using Artificial Intelligence. MIE 2023: 1033-1034 - [i7]Allmin Pradhap Singh Susaiyah, Aki Härmä, Milan Petkovic:
Schema-Driven Actionable Insight Generation and Smart Recommendation. CoRR abs/2307.13176 (2023) - 2022
- [j13]Roberto Rocchetta
A robust model selection framework for fault detection and system health monitoring with limited failure examples: Heterogeneous data fusion and formal sensitivity bounds. Eng. Appl. Artif. Intell. 114: 105140 (2022) - [j12]Tim Hulsen
Editorial: AI in Healthcare: From Data to Intelligence. Frontiers Artif. Intell. 5: 909391 (2022) - [c57]Alessio Gallucci, Dmitry Znamenskiy, Nicola Pezzotti, Milan Petkovic:
Generating High-Resolution 3D Faces Using VQ-VAE-2 with PixelSNAIL Networks. ICIAP Workshops 2022: 228-239 - 2021
- [j11]Vadim Liventsev
Towards Effective Patient Simulators. Frontiers Artif. Intell. 4: 798659 (2021) - [j10]Allmin Pradhap Singh Susaiyah, Aki Härmä, Ehud Reiter, Milan Petkovic:
Neural Scoring of Logical Inferences from Data using Feedback. Int. J. Interact. Multim. Artif. Intell. 6(5): 90-99 (2021) - [c56]Vadim Liventsev, Aki Härmä
Neurogenetic programming framework for explainable reinforcement learning. GECCO Companion 2021: 329-330 - [c55]Alessio Gallucci
A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL. Image Processing 2021 - [i6]Vadim Liventsev, Aki Härmä, Milan Petkovic:
BF++: a language for general-purpose neural program synthesis. CoRR abs/2101.09571 (2021) - [i5]Vadim Liventsev, Aki Härmä, Milan Petkovic:
Neurogenetic Programming Framework for Explainable Reinforcement Learning. CoRR abs/2102.04231 (2021) - [i4]Sander de Bruin, Vadim Liventsev, Milan Petkovic:
Autoencoders as Tools for Program Synthesis. CoRR abs/2108.07129 (2021) - 2020
- [c54]Anastasiia Grishina
Improving Spare Part Search for Maintenance Services using Topic Modelling. CIKM (Workshops) 2020 - [c53]Alessio Gallucci
Don't Tear Your Hair Out: Analysis of the Impact of Skin Hair on the Diagnosis of Microscopic Skin Lesions. ICPR Workshops (1) 2020: 406-416 - [c52]Allmin Pradhap Singh Susaiyah, Aki Härmä, Ehud Reiter, Rim Helaoui, Milan Petkovic:
Towards a Generalised Framework for Behaviour Insight Mining (short paper). SmartPhil@IUI 2020: 92-99
2010 – 2019
- 2019
- [p7]Ziawasch Abedjan, Nozha Boujemaa, Stuart Campbell, Patricia Casla
Data Science in Healthcare: Benefits, Challenges and Opportunities. Data Science for Healthcare 2019: 3-38 - [e12]Sergio Consoli
Data Science for Healthcare - Methodologies and Applications. Springer 2019, ISBN 978-3-030-05248-5 [contents] - [i3]Michael van Hartskamp, Sergio Consoli, Wim Verhaegh, Milan Petkovic, Anja van de Stolpe:
Artificial Intelligence in Clinical Health Care Applications: Viewpoint. CoRR abs/1906.02090 (2019) - 2018
- [c51]Stefan Thaler, Vlado Menkovski
Deep Metric Learning for Sequential Data Using Approximate Information. MLDM (1) 2018: 269-282 - [i2]Stefan Thaler, Vlado Menkovski, Milan Petkovic:
Deep Learning in Information Security. CoRR abs/1809.04332 (2018) - 2017
- [j9]Elisa Costante, Jerry den Hartog, Milan Petkovic, Sandro Etalle, Mykola Pechenizkiy
A white-box anomaly-based framework for database leakage detection. J. Inf. Secur. Appl. 32: 27-46 (2017) - [c50]Stefan Thaler, Vlado Menkovski
Unsupervised Signature Extraction from Forensic Logs. ECML/PKDD (3) 2017: 305-316 - 2016
- [j8]Sokratis Vavilis
A severity-based quantification of data leakages in database systems. J. Comput. Secur. 24(3): 321-345 (2016) - [c49]Sokratis Vavilis
Role Mining with Missing Values. ARES 2016: 167-176 - [c48]Stefan Thaler, Jerry den Hartog, Milan Petkovic:
Towards Creating Believable Decoy Project Folders for Detecting Data Theft. DBSec 2016: 161-169 - 2015
- [j7]Elisa Costante, Jerry den Hartog, Milan Petkovic:
Understanding Perceived Trust to Reduce Regret. Comput. Intell. 31(2): 327-347 (2015) - [j6]Sokratis Vavilis
An anomaly analysis framework for database systems. Comput. Secur. 53: 156-173 (2015) - [c47]Daniel Pletea, Saeed Sedghi, Meilof Veeningen, Milan Petkovic:
Secure distributed key generation in attribute based encryption systems. ICITST 2015: 103-107 - 2014
- [j5]Sokratis Vavilis
A reference model for reputation systems. Decis. Support Syst. 61: 147-154 (2014) - [c46]Sokratis Vavilis
Data Leakage Quantification. DBSec 2014: 98-113 - [c45]Elisa Costante, Jerry den Hartog, Milan Petkovic, Sandro Etalle, Mykola Pechenizkiy
Hunting the Unknown - White-Box Database Leakage Detection. DBSec 2014: 243-259 - [c44]Tanya Ignatenko, Milan Petkovic:
AU2EU: Privacy-Preserving Matching of DNA Sequences. WISTP 2014: 180-189 - [e11]Willem Jonker, Milan Petkovic:
Secure Data Management - 10th VLDB Workshop, SDM 2013, Trento, Italy, August 30, 2013, Proceedings. Lecture Notes in Computer Science 8425, Springer 2014, ISBN 978-3-319-06810-7 [contents] - 2013
- [c43]Sokratis Vavilis
Data reliability in home healthcare services. CBMS 2013: 377-380 - [c42]Willem Jonker, Milan Petkovic:
Security, Privacy and Trust: From Innovation Blocker to Innovation Enabler. Secure Data Management 2013: 54-58 - [c41]Elisa Costante, Sokratis Vavilis, Sandro Etalle, Jerry den Hartog, Milan Petkovic, Nicola Zannone:
Database Anomalous Activities - Detection and Quantification. SECRYPT 2013: 603-608 - 2012
- [c40]Muhammad Asim, Tanya Ignatenko, Milan Petkovic, Daniel Trivellato, Nicola Zannone
Enforcing Access Control in Virtual Organizations Using Hierarchical Attribute-Based Encryption. ARES 2012: 212-217 - [c39]Sebastian Banescu
Measuring Privacy Compliance Using Fitness Metrics. BPM 2012: 114-119 - [c38]Elisa Costante, Jerry den Hartog, Milan Petkovic:
What Websites Know About You. DPM/SETOP 2012: 146-159 - [c37]Sokratis Vavilis
Impact of ICT on Home Healthcare. HCC 2012: 111-122 - [c36]Muhammad Asim, R. Paul Koster, Milan Petkovic, Martin Rosner:
eConsent Management and Enforcement in Personal Telehealth. ISSE 2012: 209-216 - [c35]Mina Deng, Marco Nalin
Towards Trustworthy Health Platform Cloud. Secure Data Management 2012: 162-175 - [c34]Elisa Costante, Yuanhao Sun, Milan Petkovic, Jerry den Hartog:
A machine learning solution to assess privacy policy completeness: (short paper). WPES 2012: 91-96 - [e10]Willem Jonker, Milan Petkovic:
Secure Data Management - 9th VLDB Workshop, SDM 2012, Istanbul, Turkey, August 27, 2012. Proceedings. Lecture Notes in Computer Science 7482, Springer 2012, ISBN 978-3-642-32872-5 [contents] - [i1]Muhammad Asim, Tanya Ignatenko, Milan Petkovic, Daniel Trivellato, Nicola Zannone:
Enforcing Access Control in Virtual Organizations Using Hierarchical Attribute-Based Encryption. CoRR abs/1205.5757 (2012) - 2011
- [c33]Mina Deng, Milan Petkovic, Marco Nalin
A Home Healthcare System in the Cloud-Addressing Security and Privacy Challenges. IEEE CLOUD 2011: 549-556 - [c32]Muhammad Asim, Milan Petkovic, Mike Qu, Changjie Wang:
An interoperable security framework for connected healthcare. CCNC 2011: 116-120 - [c31]Muhammad Asim, Luan Ibraimi, Milan Petkovic:
Ciphertext-Policy Attribute-Based Broadcast Encryption Scheme. Communications and Multimedia Security 2011: 244-246 - [c30]Dragana Martinovic, Victor Ralevich, Milan Petkovic:
Personal Health Data: Patient Consent in Information Age. MIE 2011: 58-62 - [c29]R. Paul Koster, Muhammad Asim, Milan Petkovic:
End-to-End Security for Personal Telehealth. MIE 2011: 621-625 - [c28]Milan Petkovic, Davide Prandi
Purpose Control: Did You Process the Data for the Intended Purpose? Secure Data Management 2011: 145-168 - [c27]Elisa Costante, Jerry den Hartog, Milan Petkovic:
On-line trust perception: What really matters. STAST 2011: 52-59 - [e9]Willem Jonker, Milan Petkovic:
Secure Data Management - 8th VLDB Workshop, SDM 2011, Seattle, WA, USA, September 2, 2011, Proceedings. Lecture Notes in Computer Science 6933, Springer 2011, ISBN 978-3-642-23555-9 [contents] - 2010
- [c26]Luan Ibraimi, Muhammad Asim, Milan Petkovic:
An Encryption Scheme for a Secure Policy Updating. ICETE (Selected Papers) 2010: 304-318 - [c25]Nicola Zannone, Milan Petkovic, Sandro Etalle:
Towards Data Protection Compliance. SECRYPT 2010: 213-216 - [c24]Luan Ibraimi, Muhammad Asim, Milan Petkovic:
An Encryption Scheme for a Secure Policy Updating. SECRYPT 2010: 399-408 - [p6]Jorge Guajardo, Muhammad Asim, Milan Petkovic:
Towards Reliable Remote Healthcare Applications Using Combined Fuzzy Extraction. Towards Hardware-Intrinsic Security 2010: 387-407 - [e8]Willem Jonker, Milan Petkovic:
Secure Data Management, 7th VLDB Workshop, SDM 2010, Singapore, September 17, 2010. Proceedings. Lecture Notes in Computer Science 6358, Springer 2010, ISBN 978-3-642-15545-1 [contents]
2000 – 2009
- 2009
- [j4]Milan Petkovic, Willem Jonker:
Preface. J. Comput. Secur. 17(1): 1-3 (2009) - [c23]Julien Künzi, R. Paul Koster, Milan Petkovic:
Emergency Access to Protected Health Records. MIE 2009: 705-709 - [c22]Luan Ibraimi, Milan Petkovic, Svetla Nikova, Pieter H. Hartel
Mediated Ciphertext-Policy Attribute-Based Encryption and Its Application. WISA 2009: 309-323 - [e7]Willem Jonker, Milan Petkovic:
Secure Data Management, 6th VLDB Workshop, SDM 2009, Lyon, France, August 28, 2009. Proceedings. Lecture Notes in Computer Science 5776, Springer 2009, ISBN 978-3-642-04218-8 [contents] - 2008
- [j3]Anna Zych, Milan Petkovic, Willem Jonker:
Efficient key management for cryptographically enforced access control. Comput. Stand. Interfaces 30(6): 410-417 (2008) - [c21]Stefan Katzenbeisser, Milan Petkovic:
Privacy-Preserving Recommendation Systems for Consumer Healthcare Services. ARES 2008: 889-895 - [c20]Bart Bouwman, Sjouke Mauw
Rights Management for Role-Based Access Control. CCNC 2008: 1085-1090 - [c19]Ton van Deursen, R. Paul Koster, Milan Petkovic:
Reliable Personal Health Records. MIE 2008: 484-489 - [e6]Willem Jonker, Milan Petkovic:
Secure Data Management, 5th VLDB Workshop, SDM 2008, Auckland, New Zealand, August 24, 2008, Proceedings. Lecture Notes in Computer Science 5159, Springer 2008, ISBN 978-3-540-85258-2 [contents] - 2007
- [c18]Milan Petkovic, Hong Li:
Digital Inheritance of Personal and Commercial Content Using DRM. CCNC 2007: 950-954 - [c17]Anna Zych, Milan Petkovic, Willem Jonker:
The Interval Revocation Scheme for Broadcasting Messages to Stateless Receivers. DBSec 2007: 95-97 - [c16]Milan Petkovic, Stefan Katzenbeisser, Klaus Kursawe:
Rights Management Technologies: A Good Choice for Securing Electronic Health Records? ISSE 2007: 178-187 - [c15]Anna Zych, Milan Petkovic, Willem Jonker:
A Key Management Method for Cryptographically Enforced Access Control. WOSIS 2007: 9-22 - [c14]Ton van Deursen, R. Paul Koster, Milan Petkovic:
Hedaquin: A Reputation-based Health Data Quality Indicator. STM@ESORICS 2007: 159-167 - [p5]Milan Petkovic, Willem Jonker:
Privacy and Security Issues in a Digital World. Security, Privacy, and Trust in Modern Data Management 2007: 3-10 - [p4]Milan Petkovic, Willem Jonker, Henk M. Blanken:
A Spatio-Temporal and a Probabilistic Approach for Video Retrieval. Multimedia Retrieval 2007: 251-269 - [p3]Vojkan Mihajlovic, Milan Petkovic, Willem Jonker, Henk M. Blanken:
Multimodal Content-based Video Retrieval. Multimedia Retrieval 2007: 271-294 - [p2]Hong Li, Milan Petkovic:
DRM for Protecting Personal Content. Security, Privacy, and Trust in Modern Data Management 2007: 333-346 - [p1]Milan Petkovic, Claudine Conrado, Geert Jan Schrijen, Willem Jonker:
Enhancing Privacy for Digital Rights Management. Security, Privacy, and Trust in Modern Data Management 2007: 347-364 - [e5]Milan Petkovic, Willem Jonker:
Security, Privacy, and Trust in Modern Data Management. Data-Centric Systems and Applications, Springer 2007, ISBN 978-3-540-69860-9 [contents] - [e4]Willem Jonker, Milan Petkovic:
Secure Data Management, 4th VLDB Workshop, SDM 2007, Vienna, Austria, September 23-24, 2007, Proceedings. Lecture Notes in Computer Science 4721, Springer 2007, ISBN 978-3-540-75247-9 [contents] - 2006
- [j2]Claudine Conrado, Milan Petkovic, Michiel van der Veen, Wytse van der Velde:
Controlled Sharing of Personal Content Using Digital Rights Management. J. Res. Pract. Inf. Technol. 38(1) (2006) - [c13]Milan Petkovic, Claudine Conrado, Malik Hammoutène:
Cryptographically Enforced Personalized Role-Based Access Control. SEC 2006: 364-376 - [e3]Willem Jonker, Milan Petkovic:
Secure Data Management, Third VLDB Workshop, SDM 2006, Seoul, Korea, September 10-11, 2006, Proceedings. Lecture Notes in Computer Science 4165, Springer 2006, ISBN 978-3-540-38984-2 [contents] - 2005
- [c12]Milan Petkovic, R. Paul Koster:
User-Attributed Rights in DRM. DRMTICS 2005: 75-89 - [c11]Claudine Conrado, Milan Petkovic, Michiel van der Veen, Wytse van der Velde:
Controlled Sharing of Personal Content using Digital Rights Management. WOSIS 2005: 173-185 - [e2]Willem Jonker, Milan Petkovic:
Secure Data Management, Second VLDB Workshop, SDM 2005, Trondheim, Norway, September 2-3, 2005, Proceedings. Lecture Notes in Computer Science 3674, Springer 2005, ISBN 3-540-28798-1 [contents] - 2004
- [j1]Milan Petkovic, Willem Jonker:
Integrated use of different content derivation techniques within a multimedia database management system. J. Vis. Commun. Image Represent. 15(3): 303-329 (2004) - [c10]Claudine Conrado, Milan Petkovic, Willem Jonker:
Privacy-Preserving Digital Rights Management. Secure Data Management 2004: 83-99 - [e1]Willem Jonker, Milan Petkovic:
Secure Data Management, VLDB 2004 Workshop, SDM 2004, Toronto, Canada, August 30, 2004, Proceedings. Lecture Notes in Computer Science 3178, Springer 2004, ISBN 3-540-22983-3 [contents] - 2003
- [b1]Milan Petkovic, Willem Jonker:
Content-Based Video Retrieval - A Database Perspective. Multimedia systems and applications 25, Springer 2003, ISBN 978-1-4419-5396-4, pp. I-X, 1-151 - [c9]Milan Petkovic, Vojkan Mihajlovic, Willem Jonker:
Techniques for automatic video content derivation. ICIP (2) 2003: 611-614 - 2002
- [c8]Milan Petkovic, Willem Jonker:
Cobra: A Content-Based Video Retrieval System. EDBT 2002: 736-738 - [c7]Milan Petkovic, Vojkan Mihajlovic, Willem Jonker:
Extending a DBMS to Support Content-Based Video Retrieval: A Formula 1 Case Study. EDBT Workshops 2002: 318-341 - [c6]Milan Petkovic, Roelof van Zwol, Henk Ernst Blok, Willem Jonker, Peter M. G. Apers, Menzo Windhouwer, Martin L. Kersten:
Content-Based Video Indexing for the Support of Digital Library Search. ICDE 2002: 494-495 - [c5]Milan Petkovic, Vojkan Mihajlovic, Willem Jonker, Slobodanka Djordjevic-Kajan:
Multi-modal extraction of highlights from TV Formula 1 programs. ICME (1) 2002: 817-820 - 2001
- [c4]Milan Petkovic, Willem Jonker:
Content-Based Video Retrieval by Integrating Spatio-Temporal and Stochastic Recognition of Events. IEEE Workshop on Detection and Recognition of Events in Video 2001: 75-82 - [c3]Milan Petkovic, Willem Jonker, Z. Zivkovic:
Recognizing Strokes in Tennis Videos using Hidden Markov Models. VIIP 2001: 512-516 - [c2]Henk Ernst Blok, Menzo Windhouwer, Roelof van Zwol, Milan Petkovic, Peter M. G. Apers, Martin L. Kersten, Willem Jonker:
Flexible and scalable digital library search. VLDB 2001: 705-706 - 2000
- [c1]Milan Petkovic:
Content-based Video Retrieval. EDBT PhD Workshop 2000
Coauthor Index
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last updated on 2024-12-10 21:47 CET by the dblp team
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