PristupačnostNa FER-u postoji više zaposlenika s imenom
- Bibliografija (CROSBI)
- Izabrane publikacije
- Nastava
- Područja istraživanja
- Osobni podaci
- Izabrani projekti
Improving Software Defect Prediction by Aggregated Change Metrics
Building Vector Representations for Candidates and Projects in a CV Recommender System
Candidate Classification and Skill Recommendation in a CV Recommender System
REPD: Source code defect prediction as anomaly detection
REPD: Source Code Defect Prediction As Anomaly Detection
Population-Based Variable Neighborhood Descent for Discrete Optimization
GRASP Method for Vehicle Routing with Delivery Place Selection
Comparison of Relational and Time-Series Databases for Real-Time Massive Datasets
Fast Multi-Criteria Service Selection for Multi- User Composite Applications
Performance of Common Classifiers on node2vec Network Representations
Analysis and Comparison of Exact and Approximate Bin Packing Algorithms
Multi-User Service Selection
Application of social game context to teaching mutual exclusion
Stabile Usage of Export Regulatory Standards in Data Security Process
Efficient Multi-user Service Selection Based on the Transportation Problem
Efficient Global Correlation Measures for a Collaborative Filtering Dataset
Real-time adaptive QoS prediction using approximate matrix multiplication
Efficient Web Service Reliability Prediction Using Collaborative Filtering
Coexistence of G.fast and VDSL2 systems in copper access networks
Evaluating Robustness of Perceptual Image Hashing Algorithms
A preliminary study on similarity-preserving digital book identifiers
Prediction of Atomic Web Services Reliability for QoS-aware Recommendation
A Reliability Improvement Method for SOA-Based Applications
Scalable and Accurate Prediction of Availability of Atomic Web Services
Reliability Prediction of Consumer Computing Applications
Prediction of atomic web services reliability based on k-means clustering
Reliability Sensitivity Analysis for Yahoo! Pipes Mashups
Reliability Modeling for SOA Systems
Debugging in consumer-programming oriented environments
Emerging Security Threats For Mobile Platforms
Security Vulnerabilities in Modern Web Browser Architecture
Security of Web Level User Identity Management
Geppeto: Consumer's Approach to Programming
Spremnički sustav odredbi nadzora pristupa u Programirljivoj Internet okolini
Web Services Testing Application
1. Šilić, Marin; Delač, Goran; Srbljić, Siniša.
Prediction of Atomic Web Services Reliability for QoS-aware Recommendation. // IEEE Transaction on Services Computing. 8 (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 computing. 12 (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 Computing. 7 (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).
Nastava
Sveučilišni preddiplomski
- Prevođenje programskih jezika (Nositelj)
- Uvod u teoriju računarstva (Nositelj)
- Projekt iz programske potpore (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt R (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
Sveučilišni diplomski
- Analiza velikih skupova podataka (Nositelj)
- Posrednici umreženih sustava (Nositelj)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski rad (Predavanja)
- Diplomski rad (Predavanja)
- Računarstvo zasnovano na uslugama (Laboratorijske vježbe)
Poslijediplomski doktorski
- Analiza velikih skupova podataka (Nositelj)
- Prevođenje programskih jezika u raspodijeljenim sustavima (Nositelj)
Kompetencije
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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
Osobni podaci
Izabrani projekti
- Sažimanje teksta i predviđanje vremenskih serija pomoću strojnog učenja, projekt suradnje s Atos Convergence Creators d.o.o. Zagreb, siječanj 2021. – , Voditelj projekta: izv. prof. dr. sc. Marin Šilić, Tehnički koordinatori projekta: izv. prof. dr. sc. Željko Ilić i izv. prof. dr. sc. Marin Šilić.
- Machine learning applied in test automation and mobile networks 2, projekt suradnje s Atos Convergence Creators d.o.o. Zagreb, studeni 2019. – lipanj 2020., Voditelj projekta: doc.dr.sc. Marin Šilić, Tehnički koordinatori projekta: izv.prof.dr.sc. Željko Ilić i doc.dr.sc. Marin Šilić.
- 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.
- Reinforcement learning applied in telecom and computer networks, projekt suradnje sa SIEMENS Convergence Creators d.o.o. Zagreb, studeni 2017. – , Voditelji i tehnički koordinatori projekta: doc.dr.sc. Željko Ilić i doc.dr.sc. Marin Šilić.
- Programski moduli za upravljanje u SDN WAN mrežama (projektni zadatak: Razvoj programske podrške (modula) za upravljanje SDN WAN mrežama), projekt suradnje s Combis d.o.o. Zagreb, siječanj – srpanj, 2017., Voditelj projekta: doc.dr.sc. Željko Ilić; Tehnički koordinator projekta: doc.dr.sc. Marin Šilić.
- Analiza tehnika vektorizacije u mreži s više DSLAM–ova, projekt suradnje s HAKOM–om (Hrvatska agencija za poštu i elektroničke komunikacije), Zagreb, ožujak 2016. – , Voditelj projekta: doc.dr.sc. Željko Ilić, uloga: suradnik na projektu.
- Mreže i aplikacije zasnovane na protokolu IP (Projektni zadatak: Network Packet Brokerza softverski upravljane mreže), projekt suradnje s Combis d.o.o. Zagreb, veljača – lipanj 2016., Voditelj projekta: doc.dr.sc. Željko Ilić; Tehnički koordinator projekta: dr.sc. Marin Šilić.
- 3GPP LTE Network and Applications, projekt suradnje sa SIEMENS Convergence Creators d.o.o. Zagreb, 2014. – 2015., Voditelj projekta: doc.dr.sc. Željko Ilić; Tehnički koordinator projekta: dr.sc. Marin Šilić.
- Multimedia solutions, projekt suradnje sa SIEMENS Convergence Creators d.o.o. Zagreb, 2013. – 2014., Voditelj projekta: doc.dr.sc. Željko Ilić; Tehnički koordinator projekta: dr.sc. Marin Šilić.
- Analiza raspoloživosti i brzina širokopojasnog pristupa postojeće bakrene pristupne mreže, projekt suradnje s HAKOM-om (Hrvatska agencija za poštu i elektroničke komunikacije), Zagreb, travanj 2013. – svibanj 2014. Voditelj projekta: doc.dr.sc. Željko Ilić, uloga: suradnik na projektu.