Pristupačnost
Computational API Fingerprinting via the Coffee Ring Effect
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
Large Language Model-Driven Framework for Automated Constraint Model Generation in Configuration Problems
TE-G-SAGE: Explainable Edge-Aware Graph Neural Networks for Network Intrusion Detection
Semi-Supervised Approach of Predicting Aqueous Solubility using Few-Shot Learning
A Multivariate Approach to the Classification of Historical Floods on the Sava River in Zagreb
CroStats — visualization of population in Croatia
Predictive modeling of tennis matches: a review
Improving Classification Results in Network Data Analysis using Interpretability Methods
Osnove elektrotehnike
Cybersecurity Knowledge Extraction Using XAI
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
The Applicability of Functional Clustering in Analyzing Historical Floods of the Sava River in Zagreb
Data Set Synthesis Based on Known Correlations and Distributions for 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
Analysis of Facebook Interaction as Basis for Synthetic Expanded Social Graph Generation
Automatic extraction of learning concepts from exam query repositories
Streamlining visualisation of geographical data through statistical programming tools
Annotating Exam Questions Through Automatic Learning Concept Classification
Exploratory analysis of pairwise interactions in online social networks
SNA-based artificial call detail records generator
Analiza društvenih mreža – primjeri iz prakse
Applying the Multiclass Classification Methods for the Classification of Online Social Network Friends
Applying the Binary Classification Methods for Discovering the Best Friends on an Online Social Network
Automated extraction and visualization of learning concept dependencies using Q-matrices and exam results
Proof of Concept for Comparison and Classification of Online Social Network Friends Based on Tie Strength Calculation Model
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
Model predviđanja akcijskog udjela prodajnih mjesta u promocijama
The impact of training data tailoring on demand forecasting models in retail
Poslovi analize i primjene podatkovnih modela za poslovnu inteligenciju
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
Poslovna inteligencija i elektroničko poslovanje
Adapting hierarchical clustering distance measures for improved presentation of relationships between transaction elements
Poslovna inteligencija i elektroničko poslovanje
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
Poslovna inteligencija i elektroničko poslovanje
Building an application - generation of ‘items tree’ based on transactional data
Poslovna inteligencija i elektroničko poslovanje
Metadata-Driven SOA-Based Application for Facilitation of Real-Time Data Warehousing
Data Mining and Statistical Analyses for High Education Improvement
Poslovna inteligencija i elektroničko poslovanje
E-business infrastructure for supporting the integration of tourist services
The use of data mining in education environment
Intelligent Data Sources and Integrated Data Repository as a Foundation for Business Intelligence Analysis
Poslovna inteligencija i elektroničko poslovanje
Poslovna inteligencija i elektroničko poslovanje
Razvoj sučelja za elektroničko poslovanje između tvrtki
Poslovna inteligencija i elektroničko poslovanje
B2B elektroničko poslovanje
Business Service Interface Structure
ebXML okruženje za elektroničko poslovanje
Implementation of the ebXML Registry Client for the ebXML Registry Services
A Tool for e-Business Process Definition
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
Nastava
Sveučilišni preddiplomski
- Baze podataka (Nositelj)
- Baze podataka (Nositelj)
- Osnove elektrotehnike (Nositelj)
- Osnove elektrotehnike (Nositelj)
- Osnove statističkog programiranja (Nositelj)
- Osnove statističkog programiranja (Nositelj, Nositelj)
- Projekt iz programske potpore (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt R (Predavanja)
- Projekt R (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
Sveučilišni diplomski
- Multivarijatna analiza podataka (Nositelj)
- Multivarijatna analiza podataka (Nositelj)
- Tehnike računalnog modeliranja (Nositelj)
- Tehnologije elektroničkog poslovanja (Nositelj)
- Upravljanje podacima (Nositelj)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Mentorski seminar (Predavanja)
- Prezentacijski seminar (Predavanja)
Poslijediplomski doktorski
- Oblikovanje skladišta podataka (Nositelj)
- Odabrana područja iz organizacije obrade podataka (Nositelj)
Kompetencije
-
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
Profesionalni interesi i članstva
- poslovna inteligencija i dubinska analiza podataka
- obrada velikih skupova podataka
- skladištenje podataka i podatkovne analize
- primjena metoda strojnog učenja
- članstvo u IEEE