Pristupačnost
Improving Classification Results in Network Data Analysis using Interpretability Methods
Cybersecurity Knowledge Extraction Using XAI
Predictive modeling of tennis matches: a review
Fundamentals of Electrotechnic
The Applicability of Functional Clustering in Analyzing Historical Floods of the Sava River in Zagreb
A Combinatorial Approach in Predicting the Outcome of Tennis Matches
Credit Card Fraud Detection in Card-Not-Present Transactions: Where to Invest?
Modeling In-Match Sports Dynamics Using the Evolving Probability Method
Data Set Synthesis Based on Known Correlations and Distributions for Expanded Social Graph Generation
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
Exploratory analysis of pairwise interactions in online social networks
Annotating Exam Questions Through Automatic Learning Concept Classification
Automatic extraction of learning concepts from exam query repositories
SNA-based artificial call detail records generator
Streamlining visualisation of geographical data through statistical programming tools
Social network analysis - examples from practice
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
University Social Network Benefits Analysis and Proposed Framework
Automated Generation of Questions for Basic Electrical Engineering Education
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
The impact of threshold parameters in transactional data analysis
Adapting hierarchical clustering distance measures for improved presentation of relationships between transaction elements
Integrating quantitative attributes in hierarchical clustering of transactional data
Business intelligence and electronic commerce
Improvement of Hierarchical Clustering Results by Refinement of Variable Types and Distance Measures
Business intelligence and electronic commerce
Building an application - generation of ‘items tree’ based on transactional data
Generation and Analysis of Tree Structures Based on Association Rules and Hierarchical Clustering
Business intelligence and electronic commerce
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
Data Mining and Statistical Analyses for High Education Improvement
E-business infrastructure for supporting the integration of tourist services
Business Intelligence and e-business
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-businnes.
Business Intelligence and e-business
Business Intelligence and E-commerce
Business Service Interface Structure
B2B e-commerce
Implementation of the ebXML Registry Client for the ebXML Registry Services
A Tool for e-Business Process Definition
ebXML - environment for e-commerce
Experimental Implementation of Emerging e-Business Technologies: ebXML and PKI
EbXML Registry/Repository Implementation
Internet as e-business backbone for small and medium size companies
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 (Lectures)
- BSc Thesis (Lectures)
- Final BSc Thesis (Lectures)
- Project C (Lectures)
- Project C (Lectures)
- Software Design Project (Lectures)
- Software Design Project (Lectures)
- Software Design Project (Lectures)
University graduate
- Computational Modelling Techniques (Lecturer in charge)
- Data Management (Lecturer in charge)
- Distributed Big Data Processing (Lecturer in charge)
- E-Business Technologies (Lecturer in charge)
- Multivariate Data Analysis (Lecturer in charge)
- Multivariate Data Analysis (Lecturer in charge)
- Graduation Thesis (Lectures)
- Laboratory of Telecommunication and Informatics 2 (Lecturers)
- Project (Lectures)
- Project (Lectures)
- Project (Lectures)
- Seminar 1 (Lectures)
- Seminar 2 (Lectures)
Postgraduate doctoral study programme
- Data Warehouse Design (Lecturer in charge)
- Selected Topics in Data Processing (Lecturer in charge)
Competences
-
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