izv. prof. dr. sc. Marin Šilić

Associate professor, Department of Electronics, Microelectronics, Computer and Intelligent Systems

Location:
Public phone number:
6129-549
Internal phone number:
549

Information Extraction from Free-Form CV Documents in Multiple Languages

Vukadin, Davor ; Kurdija, Adrian Satja ; Delač, Goran ; Šilić, Marin
2021.
IEEE access

Improving Software Defect Prediction by Aggregated Change Metrics

Šikić, Lucija ; Afrić, Petar ; Kurdija, Adrian Satja ; Šilić, Marin
2021.
IEEE access

Building Vector Representations for Candidates and Projects in a CV Recommender System

Kurdija, Adrian Satja ; Afrić, Petar ; Šikić, Lucija ; Plejić, Boris ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo ; Srbljić, Siniša
2020.
9th International Conference on Artificial Intelligence and Mobile Services – AIMS 2020

Candidate Classification and Skill Recommendation in a CV Recommender System

Kurdija, Adrian Satja ; Afrić, Petar ; Šikić, Lucija ; Plejić, Boris ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo ; Srbljić, Siniša
2020.
9th International Conference on Artificial Intelligence and Mobile Services – AIMS 2020

REPD: Source code defect prediction as anomaly detection

Afrić, Petar ; Šikić, Lucija ; Kurdija, Adrian Satja ; Šilić, Marin
2020.
Journal of systems and software

REPD: Source Code Defect Prediction As Anomaly Detection

Afrić, Petar ; Šikić, Lucija ; Kurdija, Adrian Satja ; Delač, Goran ; Šilić, Marin
2019.
2019 IEEE 19th International Conference on Software Quality, Reliability and Security Companion (QRS-C)

Population-Based Variable Neighborhood Descent for Discrete Optimization

Afrić, Petar ; Kurdija, Adrian Satja ; Šikić, Lucija ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo ; Srbljić, Siniša
2019.
Artificial Intelligence and Mobile Services – AIMS 2019

GRASP Method for Vehicle Routing with Delivery Place Selection

Afrić, Petar ; Kurdija, Adrian Satja ; Šikić, Lucija ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo ; Srbljić, Siniša
2019.
Artificial Intelligence and Mobile Services – AIMS 2019

Comparison of Relational and Time-Series Databases for Real-Time Massive Datasets

Musa, Ema ; Delač, Goran ; Šilić, Marin ; Vladimir, Klemo
2019.
42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2019)

Fast Multi-Criteria Service Selection for Multi- User Composite Applications

Kurdija, Adrian Satja ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo
2019.
IEEE Transactions on Services Computing

Performance of Common Classifiers on node2vec Network Representations

Pozek, Mislav ; Sikic, Lucija ; Afric, Petar ; Kurdija, Adrian Satja ; Klemo, Vladimir ; Delac, Goran ; Silic, Marin
2019.
42nd International ICT Convention MIPRO 2019

Analysis and Comparison of Exact and Approximate Bin Packing Algorithms

Tadic, Luka ; Afric, Petar ; Sikic, Lucija ; Kurdija, Adrian Satja ; Klemo, Vladimir ; Delac, Goran ; Silic, Marin
2019.
42nd International ICT Convention MIPRO 2019

Multi-User Service Selection

Kurdija, Adrian Satja ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo ; Srbljić, Siniša
2018.
3rd Int'l Workshop on Data Science (IWDS 2018)

Application of social game context to teaching mutual exclusion

Popović, Miroslav ; Vladimir, Klemo ; Šilić, Marin
2018.
Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije

Stabile Usage of Export Regulatory Standards in Data Security Process

Plejić, Boris ; Šilić, Marin ; Golub, Marin
2018.
MIPRO 2018, 41st International Convention

Efficient Multi-user Service Selection Based on the Transportation Problem

Kurdija, Adrian Satja ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo ; Srbljić, Siniša
2018.
International Conference on Web Services ICWS 2018

Efficient Global Correlation Measures for a Collaborative Filtering Dataset

Kurdija, Adrian Satja ; Šilić, Marin ; Vladimir, Klemo ; Delač, Goran
2018.
Knowledge-based systems

Real-time adaptive QoS prediction using approximate matrix multiplication

Kurdija, Adrian Satja ; Šilić, Marin ; Srbljić, Siniša
2018.
International Journal of Web and Grid Services

Efficient Web Service Reliability Prediction Using Collaborative Filtering

Kurdija, Adrian Satja ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo ; Srbljić, Siniša
2017.
2nd Int'l Workshop on Data Science (IWDS 2017)

Coexistence of G.fast and VDSL2 systems in copper access networks

Mikac, Vedran ; Ilić, Željko ; Šilić, Marin ; Jurin, Goran ; Švedek, Velimir
2017.
SoftCOM 2017. (23rd WORKSHOP ON INFORMATION AND COMMUNICATION TECHNOLOGIES)

Evaluating Robustness of Perceptual Image Hashing Algorithms

Drmić, Andrea ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo ; Kurdija, Adrian Satja
2017.
40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)

A preliminary study on similarity-preserving digital book identifiers

Vladimir, Klemo ; Šilić, Marin ; Romić, Nenad ; Delač, Goran ; Srbljić, Siniša
2015.
ACL Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities

Prediction of Atomic Web Services Reliability for QoS-aware Recommendation

Šilić, Marin ; Delač, Goran ; Srbljić, Siniša
2015.
IEEE Transaction on Services Computing

A Reliability Improvement Method for SOA-Based Applications

Delač, Goran ; Šilić, Marin ; Srbljić, Siniša
2014.
IEEE transactions on dependable and secure computing

Scalable and Accurate Prediction of Availability of Atomic Web Services

Šilić, Marin ; Delač, Goran ; Krka, Ivo ; Srbljić, Siniša
2014.
IEEE Transactions on Services Computing

Reliability Prediction of Consumer Computing Applications

Šilić, Marin
2013.

Prediction of atomic web services reliability based on k-means clustering

Šilić, Marin ; Delač, Goran ; Srbljić Siniša
2013.
ESEC/FSE'13 Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering

Reliability Sensitivity Analysis for Yahoo! Pipes Mashups

Delač, Goran ; Šilić, Marin ; Vladimir, Klemo
2013.
MIPRO 2013

Reliability Modeling for SOA Systems

Delač, Goran ; Šilić, Marin ; Srbljić, Siniša
2012.
35th International Convention of Information Communication Technology, Electronics and Microelectronics MIPRO 2012

Debugging in consumer-programming oriented environments

Pavlić, Zvonimir ; Lugarić, Tomislav ; Šilić, Marin
2012.
35th International Convention on Information and Communication Technology, Electronics and Microelectronics

Emerging Security Threats For Mobile Platforms

Delač, Goran ; Šilić, Marin ; Krolo, Jakov
2011.
34th international convention on information and communication technology, electronics and microelectronics

Security Vulnerabilities in Modern Web Browser Architecture

Šilić, Marin ; Krolo, Jakov ; Delač, Goran
2010.
33rd International Convention on Information and Communication Technology, Electronics and Microelectronics - MIPRO 2010

Security of Web Level User Identity Management

Krolo, Jakov ; Šilić Marin ; Srbljić Siniša
2009.
32nd International Convention MIPRO 2009

Geppeto: Consumer's Approach to Programming

Srbljić, Siniša ; Popović, Miroslav ; Vladimir, Klemo ; Šilić, Marin
2008.

Access control storage in Programmable Internet Environment

Šilić, Marin
2007.

Web Services Testing Application

Šilić, Marin
2005.
Ericsson Summer Camp 2005

1. Šilić, Marin; Delač, Goran; Srbljić, Siniša.
Prediction of Atomic Web Services Reliability for QoS-aware Recommendation. // IEEE Transaction on Services Computing8 (2015) , 3; 425-438 (članak, znanstveni).

2. Delač, Goran; Šilić, Marin; Srbljić, Siniša.
A Reliability Improvement Method for SOA-Based Applications. // Ieee transactions on dependable and secure computing12 (2014) , 2; 136-149 (članak, znanstveni).

3. Šilić, Marin; Delač, Goran; Krka, Ivo; Srbljić, Siniša.
Scalable and Accurate Prediction of Availability of Atomic Web Services. // IEEE Transactions on Services Computing7 (2014) , 2; 252-264 (članak, znanstveni).

4. Šilić, Marin; Delač, Goran; Srbljić Siniša.
Prediction of atomic web services reliability based on k-means clustering // Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering, ESEC/FSE'13 / Meyer, Bertrand ; Baresi, Luciano ; Mezini, Mira (ur.).
New York, NY, USA : ACM, 2013. 70-80 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).

5. Vladimir, Klemo; Šilić, Marin; Romić, Nenad; Delač, Goran; Srbljić, Siniša.
A preliminary study on similarity-preserving digital book identifiers // Proceedings of the 9th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities.
2015. (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).

Teaching duties

University undergraduate

University graduate

Postgraduate doctoral study programme

Competences

  • Computational and artificial intelligence
    Knowledge based systems Knowledge engineering Learning (artificial intelligence) Machine learning Prediction methods Computation theory Computational complexity Concurrent computing Greedy algorithms Neural networks
  • Computers and information processing
    Big Data applications Data processing Data analysis Data collection Data preprocessing Text processing Image classification Object detection Clustering methods Data mining Anomaly detection Association rules Text analysis Text mining Web mining Face recognition Nearest neighbor methods Web services Software as a service Software design Software maintenance Software reusability Software engineering Software architecture
  • Computational and artificial intelligence
    Knowledge based systems Knowledge engineering Learning (artificial intelligence) Machine learning Prediction methods Computation theory Computational complexity Concurrent computing Greedy algorithms Neural networks
  • Computers and information processing
    Big Data applications Data processing Data analysis Data collection Data preprocessing Text processing Image classification Object detection Clustering methods Data mining Anomaly detection Association rules Text analysis Text mining Web mining Face recognition Nearest neighbor methods Web services Software as a service Software design Software maintenance Software reusability Software engineering Software architecture

Personal data

Official web page URL:
Graduation year:
2007.
PhD graduation year:
2013.
Employed in this institution since:
2007.

List of select projects

  1. Text summarization and time series prediction using machine learning, collaboration between Faculty and Atos Convergence Creators Ltd. Zagreb, Jan. 2021 – , Project leader: Associate professor Marin Šilić, Ph.D.; Technical project coordinators: Associate professor Željko Ilić, Ph.D., and  Associate professor Marin Šilić, Ph.D.
  2. Machine learning applied in test automation and mobile networks 2, collaboration between Faculty and Atos Convergence Creators Ltd. Zagreb, Nov. 2019 – June 2020, Project leader: Assistant professor Marin Šilić, Ph.D.; Technical project coordinators: Associate professor Željko Ilić, Ph.D., and  Assistant professor Marin Šilić, Ph.D.
  3. Machine learning applied in test automation and mobile networks, projekt suradnje s Atos Convergence Creators d.o.o. Zagreb, studeni 2018. – lipanj 2019., Voditelj projekta: doc.dr.sc. Marin Šilić, Tehnički koordinatori projekta: doc.dr.sc. Željko Ilić i doc.dr.sc. Marin Šilić.
  4. Reinforcement learning applied in telecom and computer networks, collaboration between Faculty and SIEMENS Convergence Creators Ltd. Zagreb, Nov. 2017 – June 2018, Project leaders and technical project coordinators: assistant professor Željko Ilić, Ph.D., and  assistant professor Marin Šilić, Ph.D.
  5. Software modules for SDN WAN management (project task: Developing software for managing WAN with SDN), collaboration between Faculty and Combis d.o.o. Zagreb, Jan. – July, 2017, Project leader: assistant professor Željko Ilić, Ph.D.; Technical project coordinator: assistant professor Marin Šilić, Ph.D.
  6. Analysis of vectorization techniques in a network with multiple DSLAMs, collaboration between Faculty and HAKOM (Croatian post and electronic communications agency), Zagreb, March - Nov.  2016, Project leader: assistant professor Željko Ilić, Ph.D., assistant professor Marin Šilić, Ph.D.
  7. IP-based Networks and Applications (Project Task: Network Packet Broker for Software Defined Networks), collaboration between Faculty and Combis d.o.o. Zagreb, Feb. – June 2016, Project leader: assistant professor Željko Ilić, Ph.D.; Technical project coordinator: Marin Šilić, Ph.D.
  8. 3GPP LTE Network and Applications, collaboration between Faculty and SIEMENS Convergence Creators Ltd. Zagreb, 2014 – 2015, Project leader: assistant professor Željko Ilić, Ph.D.; Technical project coordinator: Marin Šilić, Ph.D.
  9. Multimedia solutions, collaboration between Faculty and SIEMENS Convergence Creators Ltd. Zagreb, 2013 – 2014, Project leader: assistant professor Željko Ilić, Ph.D.; Technical project coordinator: Marin Šilić, Ph.D.
  10. Analysis of availability and data rates of existing broadband copper access network, collaboration between Faculty and HAKOM (Croatian post and electronic communications agency), Zagreb, April, 2013 – May, 2014, Project leader: assistant professor Željko Ilić, Ph.D.; Technical project coordinator: Marin Šilić, Ph.D.