Pristupačnost
Large Language Models as Attribution Regularizers for Efficient Model Training
Integrating External Knowledge with LLMs: A Systematic Review of RAG Approaches
A Review of Time Series Dimensionality Reduction Methods
Fairness in Graph-based Recommendation: Methods Overview
An Overview of the State-of-the-Art Machine Learning Methods for Traveling Salesman Problem
Evaluating Harmony: Neural Network Explanation Metrics and Human Perception
Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation
Detection of Shilling Attacks on Collaborative Filtering Recommender Systems by Combining Multiple Random Forest Models
An Overview of State-of-the-art Solutions for Scene Text Detection
A Transfer Learning Method for Hate Speech Detection
An Overview of Diffusion Models for Text Generation
Empirical Study: How Issue Classification Influences Software Defect Prediction
Graph Neural Network for Source Code Defect Prediction
Distributed Multi-User QoS-Aware Service Selection
Named entity recognition for addresses: an empirical study
Information Extraction from Free-Form CV Documents in Multiple Languages
Improving Software Defect Prediction by Aggregated Change Metrics
Candidate Classification and Skill Recommendation in a CV Recommender System
REPD: Source code defect prediction as anomaly detection
Empirical study: IoT-based microgrid
Building Vector Representations for Candidates and Projects in a CV Recommender System
A Comparison of Application Layer Communication Protocols in IoT-enabled Smart Grid
Analysis and Comparison of Exact and Approximate Bin Packing Algorithms
Comparison of Relational and Time-Series Databases for Real-Time Massive Datasets
Fast Multi-Criteria Service Selection for Multi- User Composite Applications
Population-Based Variable Neighborhood Descent for Discrete Optimization
GRASP Method for Vehicle Routing with Delivery Place Selection
Performance of Common Classifiers on node2vec Network Representations
REPD: Source Code Defect Prediction As Anomaly Detection
Efficient Global Correlation Measures for a Collaborative Filtering Dataset
Multi-User Service Selection
Application of social game context to teaching mutual exclusion
Real-time adaptive QoS prediction using approximate matrix multiplication
Stabile Usage of Export Regulatory Standards in Data Security Process
Efficient Multi-user Service Selection Based on the Transportation Problem
Evaluating Robustness of Perceptual Image Hashing Algorithms
Coexistence of G.fast and VDSL2 systems in copper access networks
Efficient Web Service Reliability Prediction Using Collaborative Filtering
A preliminary study on similarity-preserving digital book identifiers
Prediction of Atomic Web Services Reliability for QoS-aware Recommendation
Scalable and Accurate Prediction of Availability of Atomic Web Services
A Reliability Improvement Method for SOA-Based Applications
Prediction of atomic web services reliability based on k-means clustering
Reliability Sensitivity Analysis for Yahoo! Pipes Mashups
Debugging in consumer-programming oriented environments
Reliability Modeling for SOA Systems
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
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)
- Prevođenje programskih jezika (Nositelj)
- Uvod u teoriju računarstva (Nositelj)
- Uvod u teoriju računarstva (Nositelj)
- 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)
- Analiza velikih skupova podataka (Nositelj)
- Programska potpora komunikacijskim sustavima (Nositelj)
- Programska potpora komunikacijskim sustavima (Nositelj)
- Računarstvo u oblaku (Nositelj)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski rad (Predavanja)
- Mentorski seminar (Predavanja)
- Prezentacijski seminar (Predavanja)
Poslijediplomski doktorski
Kompetencije
-
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.