Pristupačnost
Large-scale Molecular Similarity Search using Vector Database
Optimizing organ allocation: machine learning approach in the analysis of over 1000 liver transplants performed in the last 10 years at University Hospital Merkur, Zagreb
Influence of donor age on liver transplantation outcomes: A multivariate analysis and comparative study
Influence of donor age on liver transplantation outcomes: A multivariate analysis and comparative study
The Disparate Goals of Statistics and Machine Learning: Survival Analysis and Prediction on Liver Transplantation Data
Use of machine learning models for identification of predictors of survival and tumour recurrence in liver transplant recipients with hepatocellular carcinoma
Machine-learning-assisted donor-recipient matching for orthotopic liver transplantation
Use of machine learning models for identification of predictors of survival and tumour recurrence in liver transplant recipients with hepatocellular carcinoma
Use of machine learning models for identification of predictors of survival in patients undergoing liver transplantation for hepatocellular carcinoma
Combining Deep Learning and the Heat Flux Method for In-Situ Thermal-Transmittance Measurement Improvement
No difference in outcomes of liver transplantation using elderly donor grafts versus young donor grafts in the setting of short cold ischemia times
Determination of influential parameters for heat consumption in district heating systems using machine learning
Evaluating Automatic Term Extraction Methods on Individual Documents
Modelling influential factors of consumption in district heating systems
Modelling the Impact of Installation of Heat Cost Allocators in DH Systems Using Machine Learning
Modelling the impact of installation of heat cost allocators in DH systems using algorithms of Machine Learning
Social network analysis - examples from practice
Predicting News Values from Headline Text and Emotions
Two Layers of Annotation for Representing Event Mentions in News Stories
A Systematic Data Collection Procedure for Software Defect Prediction
Critical Level of Data Imbalance For Machine Learning Algorithms In Software Defect Prediction
Detecting and Ranking Conceptual Links between Texts Using a Knowledge Base
Data Collection for Software Defect Prediction – an Exploratory Case Study of Open Source Software Projects
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay
Rotation Forest in Software Defect Prediction
A Project of Developing a Knowledge Management System
A project of developing a knowledge management system
Multi-label Classification of Croatian Legal Documents Using EuroVoc Thesaurus
Software Defect Prediction with Bug-Code Analyzer - a Data Collection Tool Demo
Promotional Forecast Model for Fast Moving Consumer Goods Stores
Stability of Software Defect Prediction in Relation to Levels of Data Imbalance
Hill Climbing and Simulated Annealing in Large Scale Next Release Problem
CroNER: Recognizing Named Entities in Croatian Using Conditional Random Fields
Construction and Evaluation of Cellular Automata Lattice Based on the Semantics of an Urban Traffic Network
Evaluation of Classification Algorithms and Features for Collocation Extraction in Croatian
Overview of search-based optimization algorithms used in software engineering
Uncensoring censored data for machine learning: A likelihood-based approach
Optimizing Sentence Boundary Detection for Croatian
Semi-Supervised Acquisition of Croatian Sentiment Lexicon
Towards a Constraint Grammar Based Morphological Tagger for Croatian
Visualization of temporal text collections based on Correspondence Analysis
Exploring Classification Concept Drift on a Large News Text Corpus
Construction of Cellular Automata Lattice Based on the Semantics of an Urban Traffic Network
Multivariate Logistic Regression Prediction of Fault-Proneness in Software Modules
Distributional Semantics Approach to Detecting Synonyms in Croatian Language
CroNER: A State-of-the-Art Named Entity Recognition and Classification for Croatian
Experiments on Hybrid Corpus-Based Sentiment Lexicon Acquisition
Are You for Real? Learning Event Factuality in Croatian Texts
TakeLab: Systems for Measuring Semantic Text Similarity
Pattern recognition
Unsupervised Topic-Oriented Keyphrase Extraction and its Application to Croatian
Question Classification for a Croatian QA System
Random Indexing Distributional Semantic Models for Croatian Language
Distance mesures
Automatic keyphrase extraction from Croatian text using machine learning methods
Decision tree based on knowledge discovery by rough set theory
Extending Lexical Association Measures for Collocation Extraction
University Course Timetabling Using ACO: A Case Study on Laboratory Exercises
Visualization of Text Streams: A Survey
GPS data based non-parametric regression for predicting travel times in urban traffic networks
Evolving New Lexical Association Measures Using Genetic Programming
Systems for intelligent text analysis and visualization of documents in Croatian language
Letters and numbers - From morphology and text search to text visualization
Innovation in machine processing of textual data - experiences from the CADIAL project
Innovation in machine processing of textual data - experiences from the CADIAL project
Learning Bayesian networks from survival data using weighting censored instances
Corpus Aligner (CorAl) Evaluation on English- Croatian Parallel Corpora
Croatian OCR Error Correction Using Character Confusions and Language Modelling
Robust Keyphrase Extraction For A Large-Scale Croatian News Production System
A Computational Model of Croatian Derivational Morphology
Post-test analysis of automatically generated multiple choice exams: a case study
TermeX: A Tool for Collocation Extraction
CADIAL Search Engine at INEX
Impact of censoring on learning Bayesian networks in survival modelling
Textual features for corpus visualization using correspondence analysis
Exploring String and Word Kernels on Croatian-English Parallel Corpus
String Distance-Based Stemming of the Highly Inflected Croatian Language
Automatic Keyphrase Extraction from Croatian Newspaper Articles
Automatic Diacritics Restoration in Croatian Texts
Comparative Analysis of Automatic Term and Collocation Extraction
Lexicon-Based Morphological Normalisation and its Aplication to Croatian Language
Technologies for the Processing and Retrieval of Semi-Structured Documents - Experience from the CADIAL project
orngTxt : Orange data mining tool, Add-On for Text mining
Language and Knowledge Technologies for News Collections in Croatia
Comparing Document Classification Schemes Using K-Means Clustering
Higher-order Functional Representation of Croatian Inflectional Morphology
Building a Search Engine Model with Morphological Normalization Support
Collocation Extraction Using Genetic Programming
Evolving New Lexical Association Measures Using Genetic Programming
Automatic Acquisition of Inflectional Lexica for Morphological Normalisation
Computer Aided Document Indexing for Accessing Legislation
Artificial Intelligence : Reasoning using Propositional and Predicate Logic - problems collection
Churn prediction model in retail banking using fuzzy c-means clustering
Decision Tree Construction from Knowledge Discovered by Rough Sets Theory
Enthusiast: An authoring tool for automatic generation of paper-and-pencil multiple-choice tests
Language Morphology Offset: Text Classification on a Croatian-English Parallel Corpus
Computer Aided Document Indexing System for Accessing Legislation
Process Control of an Event Filter Farm for a Particle Physics Experiment Based on Expert System Technology
N-Grams and Morphological Normalization in Text Classification: A Comparison on a Croatian-English Parallel Corpus
Computational Linguistic Models and Language Technologies for Croatian
Approximate Representation of Textual Documents in the Concept Space
TMT : Object-Oriented Text Classification Library
Correlation based approach to mobile robot pose tracking in unknown environments
Mining spatial-temporal data for travel time estimation in urban traffic networks
A New MSc Curriculum in Computer Science and Mathematics at the University of Zagreb
Computer Aided Document Indexing System (CADIS) with Eurovoc
Aproximate representation of textual documents in the concept space
EMC Aware Circuit Design and Optimizations
Automatic Indexing with Descriptors from Eurovoc
Computer Aided Document Indexing System
Enhanced Thesaurus Terms Extraction for Document Indexing
Mining textual data in Croatian
Computer-Aided document Indexing System
Machine Learning
Knowledge representation
Comparison of Information Retrieval Techniques: Latent Semantic Indexing and Concept Indexing
Sofware and software industry
Simulation of Multi-robot Reinforcement Learning for Box-pushing Problem
Simulation Supported Learning of Soft Computing Models
Educational Interactive Software as a Support to the Teaching of Artifical Neural Network Methodology Applied to a Classification Problem
Concept Decomposition by Fuzzy k-means Algorithm
An Approach to Validation of Fuzzy Qualitative Temporal Relations
Web-oriented Simulator for Soft Computing Models
Object-Oriented Implementation of a Model for Fuzzy Temporal Reasoning
An Approach to Validation of Fuzzy Qualitative Temporal Relations
Artificial Neural Networks and Advanced Supervised Learning Techniques
Kernel-Based Methods for Pattern Recognition
Modelling Crisp and Fuzzy Qualitative Temporal Relations
Applying Survival Analysis for Estimating and Comparing Flushing Time Variability
Modelling Crisp and Fuzzy Qualitative Temporal Relations
Temporal redundancy analysis and motion compensation in digital video using the software system Mathematica
Intelligent Systems
Acorn Variability in Common oak (Quercus robur L.)
Model of Multi-agent System for Temporally Rich Domains
The visualization of the procedure for designing semantic variable values using parameterized s and t norms
A New approach for Modelling Fuzzy Time Primitives
Object-Oriented Implementation of a Model for Fuzzy Temporal Reasoning
Morphometric analysis of oak acorns (Quercus petraea (Matt.) Liebl.)
Flushing variability of pedunculate oak (Quercus robur L.) in provenance experiment in Croatia
Flushing variability of pedunculate oak (Quercus robur L.) in the provenance experiment in Croatia
Multivariante analysis of leaf shape of the common oak (Quercus robur L.) in the "Gajno" provenance test (Croatia)
A Model for Fuzzy Temporal Knowledge Representation and Reasoning
Strength of end-grain finger joints in beech-wood
Further Consideration about the Normal Approximation to the Binomial Distribution
The Use of Forest Management Models
Statistical Analysis of the Strength of Wood Finger Joints
Statistical Analysis of the Strength of Wood Finger Joints
Fuzzy Time Petri Net Primitives for Processing Fuzzy Temporal Knowledge
Research into thermal conductivity and moisture permeability of different mattress structures
Temporal and fuzzy temporal knowledge representation in intelligent systems
Temporal and Fuzzy Temporal Knowledge Representation in Intelligent Systems
Program Implementation of Reasoning Using Fuzzy and Fuzzy Time Petri Net
Statistical analiysis of the strength of massive wood L-joints
An Extension of Reasoning with Fuzzy Temporal Knowledge
Temporal Knowledge Representation and Reasoning Based on Petri Nets with Time Tokens
Graph Colouring for i486 and Alpha 21064 Processors
Register assignment using graph coloring algorithms
Teaching
University graduate
- Introduction to Data Science (Lecturers)
- Introduction to Data Science (Lecturers)
- Multivariate Data Analysis (Lecturers)
- Multivariate Data Analysis (Lecturers)
Postgraduate spec. study
- Machine learning (Lecturer in charge)
Competences
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Computational and artificial intelligence
Artificial intelligence Knowledge discovery Machine learning Prediction methods -
Mathematics
Statistics -
Computers and information processing
Data processing Data analysis Data mining -
Systems, man, and cybernetics
Data visualization