Milan Petkovic

103 papers A* 2A 1B 10C 4Misc 2Journal 24Unranked 40
YearRankTypeTitle / Venue / Authors
2025 J jnl
Tree Variational Autoencoder for Code.
IEEE Access
Vadim Liventsev, Sander de Bruin, Aki Härmä, Milan Petkovic
2024 J jnl
PhilHumans: Benchmarking Machine Learning for Personal Health.
CoRR
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
2024 J jnl
Review of machine learning solutions for eating disorders.
Int. J. Medical Informatics
Sreejita Ghosh, Pia Burger, Mladena Simeunovic-Ostojic, Joyce Maas, Milan Petkovic
2023 J jnl
Generating High-Resolution 3D Faces and Bodies Using VQ-VAE-2 with PixelSNAIL Networks on 2D Representations.
Sensors
Alessio Gallucci, Dmitry Znamenskiy, Yuxuan Long, Nicola Pezzotti, Milan Petkovic
2023 J jnl
Schema-Driven Actionable Insight Generation and Smart Recommendation.
CoRR
Allmin Pradhap Singh Susaiyah, Aki Härmä, Milan Petkovic
2023 — conf
Smart Selection of Useful Insights from Wearables.
ICASSP Workshops
Allmin Pradhap Singh Susaiyah, Aki Härmä, Simone Balloccu, Ehud Reiter, Milan Petkovic
2023 — conf
Tracking of Nutritional Intake Using Artificial Intelligence.
MIE
Marko Petkovic, Joyce Maas, Milan Petkovic
2022 J jnl
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.
Roberto Rocchetta, Qi Gao, Dimitrios Mavroeidis, Milan Petkovic
2022 J jnl
Editorial: AI in Healthcare: From Data to Intelligence.
Frontiers Artif. Intell.
Tim Hulsen, Milan Petkovic, Orsolya Edit Varga, Saumya Shekhar Jamuar
2022 — conf
Generating High-Resolution 3D Faces Using VQ-VAE-2 with PixelSNAIL Networks.
ICIAP Workshops
Alessio Gallucci, Dmitry Znamenskiy, Nicola Pezzotti, Milan Petkovic
2021 B conf
A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL.
Image Processing
Alessio Gallucci, Nicola Pezzotti, Dmitry Znamenskiy, Milan Petkovic
2021 J jnl
Autoencoders as Tools for Program Synthesis.
CoRR
Sander de Bruin, Vadim Liventsev, Milan Petkovic
2021 J jnl
BF++: a language for general-purpose neural program synthesis.
CoRR
Vadim Liventsev, Aki Härmä, Milan Petkovic
2021 J jnl
Neural Scoring of Logical Inferences from Data using Feedback.
Int. J. Interact. Multim. Artif. Intell.
Allmin Pradhap Singh Susaiyah, Aki Härmä, Ehud Reiter, Milan Petkovic
2021 J jnl
Neurogenetic Programming Framework for Explainable Reinforcement Learning.
CoRR
Vadim Liventsev, Aki Härmä, Milan Petkovic
2021 — conf
Neurogenetic programming framework for explainable reinforcement learning.
GECCO Companion
Vadim Liventsev, Aki Härmä, Milan Petkovic
2021 J jnl
Towards Effective Patient Simulators.
Frontiers Artif. Intell.
Vadim Liventsev, Aki Härmä, Milan Petkovic
2020 — conf
Don't Tear Your Hair Out: Analysis of the Impact of Skin Hair on the Diagnosis of Microscopic Skin Lesions.
ICPR Workshops (1)
Alessio Gallucci, Dmitry Znamenskiy, Nicola Pezzotti, Milan Petkovic
2020 — conf
Improving Spare Part Search for Maintenance Services using Topic Modelling.
CIKM (Workshops)
Anastasiia Grishina, Milosh Stolikj, Qi Gao, Milan Petkovic
2020 — conf
Towards a Generalised Framework for Behaviour Insight Mining (short paper).
SmartPhil@IUI
Allmin Pradhap Singh Susaiyah, Aki Härmä, Ehud Reiter, Rim Helaoui, Milan Petkovic
2019 J jnl
Artificial Intelligence in Clinical Health Care Applications: Viewpoint.
CoRR
Michael van Hartskamp, Sergio Consoli, Wim Verhaegh, Milan Petkovic, Anja van de Stolpe
2019 — book
Data Science for Healthcare - Methodologies and Applications
Data Science for Healthcare
Sergio Consoli, Diego Reforgiato Recupero, Milan Petkovic
2019 — ch.
Data Science in Healthcare: Benefits, Challenges and Opportunities.
Data Science for Healthcare
Ziawasch Abedjan, Nozha Boujemaa, Stuart Campbell, Patricia Casla, Supriyo Chatterjea, Sergio Consoli, Cristóbal Costa Soria, Paul Czech, Marija Despenic, Chiara Garattini, Dirk Hamelinck, Adrienne Heinrich, Wessel Kraaij, Jacek Kustra, Aizea Lojo, Marga Martin Sanchez, Miguel Angel Mayer, Matteo Melideo, Ernestina Menasalvas, Frank Møller Aarestrup, Elvira Narro Artigot, Milan Petkovic, Diego Reforgiato Recupero, Alejandro Rodríguez González, Gisele Roesems Kerremans, Roland Roller, Mário Romão, Stefan Rüping, Felix Sasaki, Wouter Spek, Nenad Stojanovic, Jack Thoms, Andrejs Vasiljevs, Wilfried Verachtert, Roel Wuyts
2018 J jnl
Deep Learning in Information Security.
CoRR
Stefan Thaler, Vlado Menkovski, Milan Petkovic
2018 — conf
Deep Metric Learning for Sequential Data Using Approximate Information.
MLDM (1)
Stefan Thaler, Vlado Menkovski, Milan Petkovic
2017 J jnl
A white-box anomaly-based framework for database leakage detection.
J. Inf. Secur. Appl.
Elisa Costante, Jerry den Hartog, Milan Petkovic, Sandro Etalle, Mykola Pechenizkiy
2017 — conf
Unsupervised Signature Extraction from Forensic Logs.
ECML/PKDD (3)
Stefan Thaler, Vlado Menkovski, Milan Petkovic
2016 J jnl
A severity-based quantification of data leakages in database systems.
J. Comput. Secur.
Sokratis Vavilis, Milan Petkovic, Nicola Zannone
2016 B conf
Role Mining with Missing Values.
ARES
Sokratis Vavilis, Alexandru Ionut Egner, Milan Petkovic, Nicola Zannone
2016 B conf
Towards Creating Believable Decoy Project Folders for Detecting Data Theft.
DBSec
Stefan Thaler, Jerry den Hartog, Milan Petkovic
2015 J jnl
An anomaly analysis framework for database systems.
Comput. Secur.
Sokratis Vavilis, Alexandru Ionut Egner, Milan Petkovic, Nicola Zannone
2015 — conf
Secure distributed key generation in attribute based encryption systems.
ICITST
Daniel Pletea, Saeed Sedghi, Meilof Veeningen, Milan Petkovic
2015 J jnl
Understanding Perceived Trust to Reduce Regret.
Comput. Intell.
Elisa Costante, Jerry den Hartog, Milan Petkovic
2014 J jnl
A reference model for reputation systems.
Decis. Support Syst.
Sokratis Vavilis, Milan Petkovic, Nicola Zannone
2014 C conf
AU2EU: Privacy-Preserving Matching of DNA Sequences.
WISTP
Tanya Ignatenko, Milan Petkovic
2014 B conf
Data Leakage Quantification.
DBSec
Sokratis Vavilis, Milan Petkovic, Nicola Zannone
2014 B conf
Hunting the Unknown - White-Box Database Leakage Detection.
DBSec
Elisa Costante, Jerry den Hartog, Milan Petkovic, Sandro Etalle, Mykola Pechenizkiy
2014 — ed.
Secure Data Management - 10th VLDB Workshop, SDM 2013, Trento, Italy, August 30, 2013, Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2013 B conf
Data reliability in home healthcare services.
CBMS
Sokratis Vavilis, Nicola Zannone, Milan Petkovic
2013 C conf
Database Anomalous Activities - Detection and Quantification.
SECRYPT
Elisa Costante, Sokratis Vavilis, Sandro Etalle, Jerry den Hartog, Milan Petkovic, Nicola Zannone
2013 — conf
Security, Privacy and Trust: From Innovation Blocker to Innovation Enabler.
Secure Data Management
Willem Jonker, Milan Petkovic
2012 — conf
A machine learning solution to assess privacy policy completeness: (short paper).
WPES
Elisa Costante, Yuanhao Sun, Milan Petkovic, Jerry den Hartog
2012 J jnl
Enforcing Access Control in Virtual Organizations Using Hierarchical Attribute-Based Encryption
CoRR
Muhammad Asim, Tanya Ignatenko, Milan Petkovic, Daniel Trivellato, Nicola Zannone
2012 B conf
Enforcing Access Control in Virtual Organizations Using Hierarchical Attribute-Based Encryption.
ARES
Muhammad Asim, Tanya Ignatenko, Milan Petkovic, Daniel Trivellato, Nicola Zannone
2012 — conf
Impact of ICT on Home Healthcare.
HCC
Sokratis Vavilis, Milan Petkovic, Nicola Zannone
2012 A conf
Measuring Privacy Compliance Using Fitness Metrics.
BPM
Sebastian Banescu, Milan Petkovic, Nicola Zannone
2012 — ed.
Secure Data Management - 9th VLDB Workshop, SDM 2012, Istanbul, Turkey, August 27, 2012. Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2012 — conf
Towards Trustworthy Health Platform Cloud.
Secure Data Management
Mina Deng, Marco Nalin, Milan Petkovic, Ilaria Baroni, Abitabile Marco
2012 — conf
What Websites Know About You.
DPM/SETOP
Elisa Costante, Jerry den Hartog, Milan Petkovic
2012 — conf
eConsent Management and Enforcement in Personal Telehealth.
ISSE
Muhammad Asim, R. Paul Koster, Milan Petkovic, Martin Rosner
2011 — conf
A Home Healthcare System in the Cloud-Addressing Security and Privacy Challenges.
IEEE CLOUD
Mina Deng, Milan Petkovic, Marco Nalin, Ilaria Baroni
2011 — conf
An interoperable security framework for connected healthcare.
CCNC
Muhammad Asim, Milan Petkovic, Mike Qu, Changjie Wang
2011 — conf
Ciphertext-Policy Attribute-Based Broadcast Encryption Scheme.
Communications and Multimedia Security
Muhammad Asim, Luan Ibraimi, Milan Petkovic
2011 — conf
End-to-End Security for Personal Telehealth.
MIE
R. Paul Koster, Muhammad Asim, Milan Petkovic
2011 — conf
On-line trust perception: What really matters.
STAST
Elisa Costante, Jerry den Hartog, Milan Petkovic
2011 — conf
Personal Health Data: Patient Consent in Information Age.
MIE
Dragana Martinovic, Victor Ralevich, Milan Petkovic
2011 — conf
Purpose Control: Did You Process the Data for the Intended Purpose?
Secure Data Management
Milan Petkovic, Davide Prandi, Nicola Zannone
2011 — ed.
Secure Data Management - 8th VLDB Workshop, SDM 2011, Seattle, WA, USA, September 2, 2011, Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2010 — conf
An Encryption Scheme for a Secure Policy Updating.
ICETE (Selected Papers)
Luan Ibraimi, Muhammad Asim, Milan Petkovic
2010 C conf
An Encryption Scheme for a Secure Policy Updating.
SECRYPT
Luan Ibraimi, Muhammad Asim, Milan Petkovic
2010 — ed.
Secure Data Management, 7th VLDB Workshop, SDM 2010, Singapore, September 17, 2010. Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2010 C conf
Towards Data Protection Compliance.
SECRYPT
Nicola Zannone, Milan Petkovic, Sandro Etalle
2010 — ch.
Towards Reliable Remote Healthcare Applications Using Combined Fuzzy Extraction.
Towards Hardware-Intrinsic Security
Jorge Guajardo, Muhammad Asim, Milan Petkovic
2009 — conf
Emergency Access to Protected Health Records.
MIE
Julien Künzi, R. Paul Koster, Milan Petkovic
2009 Misc conf
Mediated Ciphertext-Policy Attribute-Based Encryption and Its Application.
WISA
Luan Ibraimi, Milan Petkovic, Svetla Nikova, Pieter H. Hartel, Willem Jonker
2009 J jnl
Preface.
J. Comput. Secur.
Milan Petkovic, Willem Jonker
2009 — ed.
Secure Data Management, 6th VLDB Workshop, SDM 2009, Lyon, France, August 28, 2009. Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2008 J jnl
Efficient key management for cryptographically enforced access control.
Comput. Stand. Interfaces
Anna Zych, Milan Petkovic, Willem Jonker
2008 B conf
Privacy-Preserving Recommendation Systems for Consumer Healthcare Services.
ARES
Stefan Katzenbeisser, Milan Petkovic
2008 — conf
Reliable Personal Health Records.
MIE
Ton van Deursen, R. Paul Koster, Milan Petkovic
2008 — conf
Rights Management for Role-Based Access Control.
CCNC
Bart Bouwman, Sjouke Mauw, Milan Petkovic
2008 — ed.
Secure Data Management, 5th VLDB Workshop, SDM 2008, Auckland, New Zealand, August 24, 2008, Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2007 — conf
A Key Management Method for Cryptographically Enforced Access Control.
WOSIS
Anna Zych, Milan Petkovic, Willem Jonker
2007 — ch.
A Spatio-Temporal and a Probabilistic Approach for Video Retrieval.
Multimedia Retrieval
Milan Petkovic, Willem Jonker, Henk M. Blanken
2007 — ch.
DRM for Protecting Personal Content.
Security, Privacy, and Trust in Modern Data Management
Hong Li, Milan Petkovic
2007 — conf
Digital Inheritance of Personal and Commercial Content Using DRM.
CCNC
Milan Petkovic, Hong Li
2007 — ch.
Enhancing Privacy for Digital Rights Management.
Security, Privacy, and Trust in Modern Data Management
Milan Petkovic, Claudine Conrado, Geert Jan Schrijen, Willem Jonker
2007 — conf
Hedaquin: A Reputation-based Health Data Quality Indicator.
STM@ESORICS
Ton van Deursen, R. Paul Koster, Milan Petkovic
2007 — ch.
Multimodal Content-based Video Retrieval.
Multimedia Retrieval
Vojkan Mihajlovic, Milan Petkovic, Willem Jonker, Henk M. Blanken
2007 — ch.
Privacy and Security Issues in a Digital World.
Security, Privacy, and Trust in Modern Data Management
Milan Petkovic, Willem Jonker
2007 — conf
Rights Management Technologies: A Good Choice for Securing Electronic Health Records?
ISSE
Milan Petkovic, Stefan Katzenbeisser, Klaus Kursawe
2007 — ed.
Secure Data Management, 4th VLDB Workshop, SDM 2007, Vienna, Austria, September 23-24, 2007, Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2007 — book
Security, Privacy, and Trust in Modern Data Management
Milan Petkovic, Willem Jonker
2007 B conf
The Interval Revocation Scheme for Broadcasting Messages to Stateless Receivers.
DBSec
Anna Zych, Milan Petkovic, Willem Jonker
2006 J jnl
Controlled Sharing of Personal Content Using Digital Rights Management.
J. Res. Pract. Inf. Technol.
Claudine Conrado, Milan Petkovic, Michiel van der Veen, Wytse van der Velde
2006 Misc conf
Cryptographically Enforced Personalized Role-Based Access Control.
SEC
Milan Petkovic, Claudine Conrado, Malik Hammoutène
2006 — ed.
Secure Data Management, Third VLDB Workshop, SDM 2006, Seoul, Korea, September 10-11, 2006, Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2005 — conf
Controlled Sharing of Personal Content using Digital Rights Management.
WOSIS
Claudine Conrado, Milan Petkovic, Michiel van der Veen, Wytse van der Velde
2005 — ed.
Secure Data Management, Second VLDB Workshop, SDM 2005, Trondheim, Norway, September 2-3, 2005, Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2005 — conf
User-Attributed Rights in DRM.
DRMTICS
Milan Petkovic, R. Paul Koster
2004 J jnl
Integrated use of different content derivation techniques within a multimedia database management system.
J. Vis. Commun. Image Represent.
Milan Petkovic, Willem Jonker
2004 — conf
Privacy-Preserving Digital Rights Management.
Secure Data Management
Claudine Conrado, Milan Petkovic, Willem Jonker
2004 — ed.
Secure Data Management, VLDB 2004 Workshop, SDM 2004, Toronto, Canada, August 30, 2004, Proceedings
Secure Data Management
Willem Jonker, Milan Petkovic
2003 — book
Content-Based Video Retrieval - A Database Perspective.
Milan Petkovic, Willem Jonker
2003 — conf
Techniques for automatic video content derivation.
ICIP (2)
Milan Petkovic, Vojkan Mihajlovic, Willem Jonker
2002 B conf
Cobra: A Content-Based Video Retrieval System.
EDBT
Milan Petkovic, Willem Jonker
2002 A* conf
Content-Based Video Indexing for the Support of Digital Library Search.
ICDE
Milan Petkovic, Roelof van Zwol, Henk Ernst Blok, Willem Jonker, Peter M. G. Apers, Menzo Windhouwer, Martin L. Kersten
2002 — conf
Extending a DBMS to Support Content-Based Video Retrieval: A Formula 1 Case Study.
EDBT Workshops
Milan Petkovic, Vojkan Mihajlovic, Willem Jonker
2002 — conf
Multi-modal extraction of highlights from TV Formula 1 programs.
ICME (1)
Milan Petkovic, Vojkan Mihajlovic, Willem Jonker, Slobodanka Djordjevic-Kajan
2001 — conf
Content-Based Video Retrieval by Integrating Spatio-Temporal and Stochastic Recognition of Events.
IEEE Workshop on Detection and Recognition of Events in Video
Milan Petkovic, Willem Jonker
2001 A* conf
Flexible and scalable digital library search.
VLDB
Henk Ernst Blok, Menzo Windhouwer, Roelof van Zwol, Milan Petkovic, Peter M. G. Apers, Martin L. Kersten, Willem Jonker
2001 — conf
Recognizing Strokes in Tennis Videos using Hidden Markov Models.
VIIP
Milan Petkovic, Willem Jonker, Z. Zivkovic
2000 — conf
Content-based Video Retrieval.
EDBT PhD Workshop
Milan Petkovic