PristupačnostNa FER-u postoji više zaposlenika s imenom
Overview of machine learning methods for analyzing and clustering of flood wave data
Large-scale Molecular Similarity Search using Vector Database
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
Primjena metoda statistike i strojnog učenja za analizu vodnih valova
CroStats — visualization of population in Croatia
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
Using Explanatory Methods on Machine Learning Models as a Part of Cybersecurity System Development
Razvoj prediktivnog algoritma za klasifikaciju mrežnog prometa
Razvoj generatora podataka o mrežnom prometu za potrebe sustava očuvanja kibernetičke sigurnosti
Predictive modeling of tennis matches: a review
Improving Classification Results in Network Data Analysis using Interpretability Methods
Applying Explanatory Methods on Convolutional Neural Networks
Osnove elektrotehnike
Analiza podataka o bankovnim transakcijama u stvarnom vremenu
Razvoj sustava za dinamičku pohranu strukturiranih podataka o mrežnom prometu
Cybersecurity Knowledge Extraction Using XAI
Razvoj sustava za stvaranje i pohranu simuliranih podataka o mrežnom prometu u svrhu očuvanja kibernetičke sigurnosti
Credit Card Fraud Detection in Card-Not-Present Transactions: Where to Invest?
The Applicability of Functional Clustering in Analyzing Historical Floods of the Sava River in Zagreb
Modeling In-Match Sports Dynamics Using the Evolving Probability Method
A Combinatorial Approach in Predicting the Outcome of Tennis Matches
Primjena metoda strojnog učenja u domeni kibernetičke sigurnosti
Uporaba metoda strojnog učenja za razvoj prediktivnih modela vezanih uz COVID-19 pandemiju
Dizajn responzivne web aplikacije za ponudu usluga na principu čiste arhitekture
Analiza podataka vezanih uz COVID-19 pandemiju dinamičkim Bayesovim mrežama
Uporaba metoda klasifikacije rijetkih događaja kod analize mrežnih podataka
Analiza utjecaja odabira hiperparametara na kolaborativno učenje
Exploratory and Data Mining Analysis in Big Data Environment
Data Set Synthesis Based on Known Correlations and Distributions for Expanded Social Graph Generation
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
Improved Visualization of Frequent Itemset Relationships Using the Minimal Spanning Tree Algorithm
Modelling of enriched social graph based on concept of distance
SNA-based artificial call detail records generator
Exploratory analysis of pairwise interactions in online social networks
Automatic extraction of learning concepts from exam query repositories
Automatska detekcija nastavnih koncepata iz tekstova zadataka uporabom metoda dubinske analize teksta
Streamlining visualisation of geographical data through statistical programming tools
Annotating Exam Questions Through Automatic Learning Concept Classification
Applying the Binary Classification Methods for Discovering the Best Friends on an Online Social Network
Applying the Multiclass Classification Methods for the Classification of Online Social Network Friends
Analiza društvenih mreža – primjeri iz prakse
University Social Network Benefits Analysis and Proposed Framework
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
Primjena metoda dubinske analize u domeni igara na sreću
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
Poslovi analize i primjene podatkovnih modela za poslovnu inteligenciju
Model predviđanja akcijskog udjela prodajnih mjesta u promocijama
Relationships between Distance Measures Adopted for Transactional Data Analysis
Integrating quantitative attributes in hierarchical clustering of transactional data
Adapting hierarchical clustering distance measures for improved presentation of relationships between transaction elements
Poslovna inteligencija i elektroničko poslovanje
The impact of threshold parameters in transactional data analysis
Improvement of Hierarchical Clustering Results by Refinement of Variable Types and Distance Measures
Poslovna inteligencija i elektroničko poslovanje
Poslovna inteligencija i elektroničko poslovanje
Generation and Analysis of Tree Structures Based on Association Rules and Hierarchical Clustering
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
Model uslužno orijentirane arhitekture za stvarnovremensko skladištenje zasnovan na metapodacima
Poslovna inteligencija i elektroničko poslovanje
Data Mining and Statistical Analyses for High Education Improvement
E-business infrastructure for supporting the integration of tourist services
Intelligent Data Sources and Integrated Data Repository as a Foundation for Business Intelligence Analysis
Poslovna inteligencija i elektroničko poslovanje
The use of data mining in education environment
Poslovna inteligencija i elektroničko poslovanje
Razvoj sučelja za elektroničko poslovanje između tvrtki
Formalni jezik za specifikaciju i implementaciju elektroničkih poslovnih procesa
Poslovna inteligencija i elektroničko poslovanje
Kartično plaćanje u elektroničkoj trgovini
Business Service Interface Structure
B2B elektroničko poslovanje
A Tool for e-Business Process Definition
Implementation of the ebXML Registry Client for the ebXML Registry Services
ebXML okruženje za elektroničko poslovanje
EbXML Registry/Repository Implementation
Internet as e-business backbone for small and medium size companies
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