Pristupačnost
An Overview of the State-of-the-Art Machine Learning Methods for Traveling Salesman Problem
Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation
Evaluating Harmony: Neural Network Explanation Metrics and Human Perception
Fairness in Graph-based Recommendation: Methods Overview
An Overview of State-of-the-art Solutions for Scene Text Detection
Detection of Shilling Attacks on Collaborative Filtering Recommender Systems by Combining Multiple Random Forest Models
Empirical Study: How Issue Classification Influences Software Defect Prediction
An Overview of Diffusion Models for Text Generation
Distributed Multi-User QoS-Aware Service Selection
Agent-Based Modelling: Parallel and Distributed Simulation of Product Development Team
Web Services based on gRPC remote procedure call framework
Knowledge Tracing and Learning Path Recommendation System
Named entity recognition for addresses: an empirical study
Movie Recommender System Based on Application of Multiple Collaborative Filtering Models
Hybrid Movie Recommender System
Recognition of Symbols Using Neural Networks
Social Network Graph Analysis Using Machine Learning Techniques
Generation Human Face Images Using Generative Adversarial Networks
Named Entity Recognition for Addresses
Video Game Recommender System Based on Hybrid Collaborative Filtering With Application of Deep Learning
Plagiarism Detection System Based on Scikit-Learn Programming Library
Segmentation of Animal Images Using Convolutional Neural Networks
Application of Graph Measures in the Analysis of Properties of Real World Graphs
Comparison of Clustering Methods Using Python Programming Language
Information Extraction from Free-Form CV Documents in Multiple Languages
Analysis of the Open Source Software Development Project Properties and Practices
Hybrid Video Game Recommender System
Candidate Classification and Skill Recommendation in a CV Recommender System
Building Vector Representations for Candidates and Projects in a CV Recommender System
Text Summarization Based on Deep Learning Models
Recognition of World Landmarks form Photographies
Heuristic Algorithm for Vehicle Routing With Choice of Stations
Recommender System for Competitive Programming Assignments
Mobile Application for Crowdfunding in Real Estate Markets
Movie Recommender System Based on Collaborative Filtering
Prediction of Stock Market Prices Based on Deep Learning Models
Distributed System For Delivery of Relevant Information From Data Feeds
Prediction of Power Consumption Based on Deep Learning Models
Book Recommender System Based on Collaborative Filtering
Algorithms for Analysis of Hyperlinks in Web Pages
Song Lyrics Generator
Sentiment Analysis of Music Genres
Hybrid Movie Recommender System
Credit Card Fraud Detection Using Machine Learning Techniques
Population-Based Variable Neighborhood Descent for Discrete Optimization
GRASP Method for Vehicle Routing with Delivery Place Selection
Group Swapping Based on Student Preferences
Microloan Recommender System Based On Collaborative Filtering
Prediction of Consumer Shopping Habits Based On Time Series Analysis
Movie Recommender System Based on Collaborative Filtering
Fast Multi-Criteria Service Selection for Multi- User Composite Applications
Comparison of Relational and Time-Series Databases for Real-Time Massive Datasets
Distributed Data Processing in Retail Systems
Recognition of Handwritten Digits Using Neural Networks
Community Detection in Social Networks Using Snap.py Library
Comparison of clustering algorithms using the Scikit-Learn library
Reconstruction of Audio Recordings Using Machine Learning Techniques
Comparative Analysis Of Clustering Algorithms Applicable To Massive Dataset Processing
Book Recommender System Based on Collaborative Filtering
Service Composition Simulation Generator
REPD: Source Code Defect Prediction As Anomaly Detection
Performance of Common Classifiers on node2vec Network Representations
Analysis and Comparison of Exact and Approximate Bin Packing Algorithms
Comparison of Relational and Time-Series Databases for Real-Time Massive Datasets
Movie Recommender System Based on Collaborative Filtering
Athlete Recommender System Based on Collaborative Filtering
Community Detection in Social Networks Using the Igraph Library
Efficient Multi-user Service Selection Based on the Transportation Problem
Song Recommender System Based on Collaborative Filtering
Efficient Global Correlation Measures for a Collaborative Filtering Dataset
Human Detection in Images Using Convolutional Neural Networks
Food Item Recommender System Based on Collaborative Filtering
Multi-User Service Selection
Social Network Analysis Using Snap.py Library
Defining Speaker-Specific Characteristics Using Deep Learning
Evaluating Robustness of Perceptual Image Hashing Algorithms
Power Distribution Based on a Social Network of Active Users
Comparative Analysis of Community Detection Algorithms in Social Networks
Community Detection in Social Networks Using the Igraph Library
Intelligent System for Elimination of Hidden Agenda Votes in Online Polls
CURE: An Effective Algorithm for Clustering Large Datasets
Message Passing and Event-Driven Communication Models for Tree-Structured Applications
Efficient Web Service Reliability Prediction Using Collaborative Filtering
Classification of Musical Compositions Stored in Musical Notation Format
Failure Prediction for Network Access Devices Based on Time Series Analysis
Algorithm for Perceptual Image Hashing With Adjustable Hash Size
Clustering of composite applications with regard to reliability impact using the BFR algorithm
Clustering of composite applications with regard to reliability model by applying the k-means clustering algorithm
Prediction of Atomic Web Services Reliability for QoS-aware Recommendation
Application of locality-sensitive hashing to composite application clustering with regard to reliability model
Hierarchical clustering of composite applications with regard to reliability model
A preliminary study on similarity-preserving digital book identifiers
Reliability Management of Composite Consumer Applications
A Reliability Improvement Method for SOA-Based Applications
Developing a text classifier with constrained development and execution time
Scalable and Accurate Prediction of Availability of Atomic Web Services
Repository and Directory Services for Open Social Widgets
Reliability Sensitivity Analysis for Yahoo! Pipes Mashups
Prediction of atomic web services reliability based on k-means clustering
Preglednički sustav za korištenje usluga skladišta i kataloga udomljenika
Reliability Modeling for SOA Systems
A Methodology for SIP and SOAP Integration Using Application-Specific Protocol Conversion
A Finite-State Machine Approach for Modeling and Analyzing RESTful Systems
Formal Modeling of RESTful Systems Using Finite- State Machines
Emerging Security Threats For Mobile Platforms
Security Vulnerabilities in Modern Web Browser Architecture
Data Collection and Aggregation System for Consumer Programming Cloud
A Gadget for Temporal Event Organization
A compiler for SIP and SOAP protocol integration language
SIP/WS interworking triggering gateway
Teaching
University undergraduate
- Introduction to Theoretical Computer Science (Lecturer in charge)
- Introduction to Theoretical Computer Science (Lecturer in charge)
- Programming Language Translation (Lecturer in charge)
- Programming Language Translation (Lecturer in charge)
- BSc Thesis (Lecturers)
- Final BSc Thesis (Lecturers)
- Project C (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Analysis of Massive Datasets (Lecturer in charge, Lecturer in charge)
- Analysis of Massive Datasets (Lecturer in charge)
- Cloud Computing (Lecturer in charge)
- Software for Communication Systems (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Seminar 1 (Lecturers)
- Seminar 2 (Lecturers)
- Web Architecture, Protocols, and Services (Lecturers)
Postgraduate doctoral study programme
- Distributed Computing Systems (Lecturer in charge)
Competences
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Computational and artificial intelligence
Intelligent systems Knowledge based systems Learning (artificial intelligence) Backpropagation Machine learning Prediction methods Neural networks -
Reliability
Availability Fault tolerance -
Communications technology
Quality of service -
Computers and information processing
Big Data applications Application programming interfaces Hypertext systems Social computing Web services Data analysis Data collection Social computing Web services Clustering methods Data mining Software as a service