Pristupačnost
Large Language Model-Driven Framework for Automated Constraint Model Generation in Configuration Problems
Synthetic Design Hydrographs Under Current and Future Climate for Local Bridge Scour Assessment
Large-scale Molecular Similarity Search using Vector Database
Overview of machine learning methods for analyzing and clustering of flood wave data
Application of statistics and machine learning methods for the analysis of hydrological data
A Multivariate Approach to the Classification of Historical Floods on the Sava River in Zagreb
Semi-Supervised Approach of Predicting Aqueous Solubility using Few-Shot Learning
CroStats — visualization of population in Croatia
Development of a Dynamic Storage System for Structured Network Traffic Data
Applying Explanatory Methods on Convolutional Neural Networks
Improving Classification Results in Network Data Analysis using Interpretability Methods
Predictive modeling of tennis matches: a review
Predictive Algorithm Development for Classification of Network Traffic
Development of a Network Traffic Data Generator for the Needs of Cyber Security Systems
Fundamentals of Electrotechnic
Cybersecurity Knowledge Extraction Using XAI
Uporaba metoda objašnjivosti nad modelima strojnog učenja u svrhu razvoja sustava za očuvanje kibernetičke sigurnosti
A Solution for Creating and Storing Simulated Network Traffic Data for the Needs of Cybersecurity System Development
Real-time Analysis of Banking Transaction Data
Using Machine Learning Methods to Develop Predictive Models Related to the COVID-19 Pandemic
Modeling In-Match Sports Dynamics Using the Evolving Probability Method
Credit Card Fraud Detection in Card-Not-Present Transactions: Where to Invest?
A Combinatorial Approach in Predicting the Outcome of Tennis Matches
Applying Machine Learning Methods in the Domain of Cyber Security
The Applicability of Functional Clustering in Analyzing Historical Floods of the Sava River in Zagreb
Designing a Responsive Web Application for Offering Services Based on Clean Architecture Principles
Analysis of COVID-19 Pandemic Data Using Dynamic Bayesian networks
Applying Rare Event Classification Methods in Network Traffic Analysis
Data Set Synthesis Based on Known Correlations and Distributions for Expanded Social Graph Generation
Exploratory and Data Mining Analysis in Big Data Environment
Analyzing the Influence of Hyperparameters on Federated Learning
Oblikovanje obogaćenoga društvenoga grafa na temelju koncepta udaljenosti
Analysis of Facebook Interaction as Basis for Synthetic Expanded Social Graph Generation
Improved Visualization of Frequent Itemset Relationships Using the Minimal Spanning Tree Algorithm
Game-to-Game Prediction of NBA Players’ Points in Relation to Their Season Average
Automatic extraction of learning concepts from exam query repositories
Exploratory analysis of pairwise interactions in online social networks
Automatic discovery of conceptual concepts from test questions using the method of deep text analysis
SNA-based artificial call detail records generator
Streamlining visualisation of geographical data through statistical programming tools
Annotating Exam Questions Through Automatic Learning Concept Classification
Applying the Multiclass Classification Methods for the Classification of Online Social Network Friends
Social network analysis - examples from practice
Applying the Binary Classification Methods for Discovering the Best Friends on an Online Social Network
University Social Network Benefits Analysis and Proposed Framework
Applying Data Mining Methods to the Business Field of Games of Chance
Automated Generation of Questions for Basic Electrical Engineering Education
Proof of Concept for Comparison and Classification of Online Social Network Friends Based on Tie Strength Calculation Model
Automated extraction and visualization of learning concept dependencies using Q-matrices and exam results
Towards better understanding of frequent itemset relationships through tree-like data structures
Outlier Detection as the Primary Step for Promotion Planning in Retail
The impact of training data tailoring on demand forecasting models in retail
Analysis and application of data models in business intelligence
Promotional Forecast Model for Fast Moving Consumer Goods Stores
Relationships between Distance Measures Adopted for Transactional Data Analysis
Integrating quantitative attributes in hierarchical clustering of transactional data
The impact of threshold parameters in transactional data analysis
Adapting hierarchical clustering distance measures for improved presentation of relationships between transaction elements
Business intelligence and electronic commerce
Business intelligence and electronic commerce
Improvement of Hierarchical Clustering Results by Refinement of Variable Types and Distance Measures
Generation and Analysis of Tree Structures Based on Association Rules and Hierarchical Clustering
Business intelligence and electronic commerce
Building an application - generation of ‘items tree’ based on transactional data
Metadata-Driven SOA-Based Application for Facilitation of Real-Time Data Warehousing
Metadata-based model of Service Oriented Architecture for real-time data warehousing
Business intelligence and electronic commerce
Business Intelligence and e-business
E-business infrastructure for supporting the integration of tourist services
Data Mining and Statistical Analyses for High Education Improvement
Business intelligence and e-businnes.
The use of data mining in education environment
Intelligent Data Sources and Integrated Data Repository as a Foundation for Business Intelligence Analysis
Business Intelligence and e-business
Formal language for business process specification and implementation
Business Intelligence and E-commerce
E-business credit card payment procedures
B2B/B2C business interface development
Business Service Interface Structure
B2B e-commerce
ebXML - environment for e-commerce
A Tool for e-Business Process Definition
Implementation of the ebXML Registry Client for the ebXML Registry Services
Internet as e-business backbone for small and medium size companies
EbXML Registry/Repository Implementation
Experimental Implementation of Emerging e-Business Technologies: ebXML and PKI
Teaching
University undergraduate
- Databases (Lecturer in charge)
- Databases (Lecturer in charge)
- Fundamentals of Electrical Engineering (Lecturer in charge)
- Fundamentals of Electrical Engineering (Lecturer in charge)
- Statistical Programming Fundamentals (Lecturer in charge)
- Statistical Programming Fundamentals (Lecturer in charge, Lecturer in charge)
- BSc Thesis (Lecturers)
- BSc Thesis (Lecturers)
- Final BSc Thesis (Lecturers)
- Final BSc Thesis (Lecturers)
- Project C (Lecturers)
- Project C (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Computational Modelling Techniques (Lecturer in charge)
- Data Management (Lecturer in charge)
- E-Business Technologies (Lecturer in charge)
- Multivariate Data Analysis (Lecturer in charge)
- Multivariate Data Analysis (Lecturer in charge)
- Master Project (Lecturers)
- Mentorship Seminar (Lecturers)
- Presentation Seminar (Lecturers)
- Project (Lecturers)
Postgraduate doctoral study programme
- Data Warehouse Design (Lecturer in charge)
- Selected Topics in Data Processing (Lecturer in charge)
Competences
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Computational and artificial intelligence
Artificial intelligence Expert systems Supervised learning Unsupervised learning Machine learning Statistical learning Prediction methods -
Computers and information processing
Big Data applications Knowledge management Data analysis Distributed databases Data mining -
Mathematics
Machine learning algorithms Prediction algorithms -
Professional communication
NoSQL databases Relational databases Data handling Data warehouses -
Systems, man, and cybernetics
Data visualization