Ivan Stajduhar

According to our database, Ivan Stajduhar authored at least 38 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Building Individual Player Performance Profiles According to Pre-Game Expectations and Goal Difference in Soccer.

Arian Skoki, Boris Gasparovic, Stefan Ivic, Jonatan Lerga, Ivan Stajduhar

Sensors, March, 2024

2023

Improving the Efficiency of Fan Coil Units in Hotel Buildings through Deep-Learning-Based Fault Detection.

Iva Matetic, Ivan Stajduhar, Igor Wolf, Sandi Ljubic

Sensors, August, 2023

Rapid extraction of skin physiological parameters from hyperspectral images using machine learning.

Teo Manojlovic, Tadej Tomanic, Ivan Stajduhar, Matija Milanic

Appl. Intell., July, 2023

A Review of Data-Driven Approaches and Techniques for Fault Detection and Diagnosis in HVAC Systems.

Iva Matetic, Ivan Stajduhar, Igor Wolf, Sandi Ljubic

Sensors, 2023

Building RadiologyNET: Unsupervised annotation of a large-scale multimodal medical database.

Mateja Napravnik, Franko Hrzic, Sebastian Tschauner, Ivan Stajduhar

CoRR, 2023

Random Forests Model for HVAC System Fault Detection in Hotel Buildings.

Iva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic

Proceedings of the Advances in Computational Intelligence, 2023

2022

Extended Energy-Expenditure Model in Soccer: Evaluating Player Performance in the Context of the Game.

Arian Skoki, Alessio Rossi, Paolo Cintia, Luca Pappalardo, Ivan Stajduhar

Sensors, 2022

Predicting stress-strain behavior of carbon nanotubes using neural networks.

Valentina Kosmerl, Ivan Stajduhar, Marko Canadija

Neural Comput. Appl., 2022

Intra-domain and cross-domain transfer learning for time series data - How transferable are the features?

Erik Otovic, Marko Njirjak, Dario Jozinovic, Goran Mausa, Alberto Michelini, Ivan Stajduhar

Knowl. Based Syst., 2022

Data Visualization Tool for Smart Buildings HVAC Systems.

Iva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic

Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

2021

Augmenting Around-Device Interaction by Geomagnetic Field Built-in Sensor Utilization.

Sandi Ljubic, Franko Hrzic, Alen Salkanovic, Ivan Stajduhar

Sensors, 2021

Cast suppression in radiographs by generative adversarial networks.

Franko Hrzic, Ivana Zuzic, Sebastian Tschauner, Ivan Stajduhar

J. Am. Medical Informatics Assoc., 2021

XAOM: A method for automatic alignment and orientation of radiographs for computer-aided medical diagnosis.

Franko Hrzic, Sebastian Tschauner, Erich Sorantin, Ivan Stajduhar

Comput. Biol. Medicine, 2021

ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data.

Arian Skoki, Jonatan Lerga, Ivan Stajduhar

Proceedings of the 44th International Convention on Information, 2021

Automatic extraction of multiple-study X-ray images.

Stella Dumencic, Sebastian Tschauner, Franko Hrzic, Ivan Stajduhar

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

Deep embedded clustering algorithm for clustering PACS repositories.

Teo Manojlovic, Matija Milanic, Ivan Stajduhar

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Analysing Large Repositories of Medical Images.

Ivan Stajduhar, Teo Manojlovic, Franko Hrzic, Mateja Napravnik, Goran Glavas, Matija Milanic, Sebastian Tschauner, Mihaela Mamula, Damir Miletic

Proceedings of the Bioengineering and Biomedical Signal and Image Processing, 2021

2020

Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification.

Biserka Petrovska, Eftim Zdravevski, Petre Lameski, Roberto Corizzo, Ivan Stajduhar, Jonatan Lerga

Sensors, 2020

Adaptive filtering and analysis of EEG signals in the time-frequency domain based on the local entropy.

Guruprasad Madhale Jadav, Jonatan Lerga, Ivan Stajduhar

EURASIP J. Adv. Signal Process., 2020

Using DICOM Tags for Clustering Medical Radiology Images into Visually Similar Groups.

Teo Manojlovic, Dino Ilic, Damir Miletic, Ivan Stajduhar

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Floating Hierarchical Menus for Swipe-Based Navigation on Touchscreen Mobile Devices.

Alen Salkanovic, Ivan Stajduhar, Sandi Ljubic

Proceedings of the Human-Computer Interaction. Multimodal and Natural Interaction, 2020

2019

Automatic music transcription for traditional woodwind instruments <i>sopele</i>.

Arian Skoki, Sandi Ljubic, Jonatan Lerga, Ivan Stajduhar

Pattern Recognit. Lett., 2019

Local-Entropy Based Approach for X-Ray Image Segmentation and Fracture Detection.

Franko Hrzic, Ivan Stajduhar, Sebastian Tschauner, Erich Sorantin, Jonatan Lerga

Entropy, 2019

2018

Denoising of X-ray Images Using the Adaptive Algorithm Based on the LPA-RICI Algorithm.

Ivica Mandic, Hajdi Peic, Jonatan Lerga, Ivan Stajduhar

J. Imaging, 2018

2017

Mirroring quasi-symmetric organ observations for reducing problem complexity.

Ivan Stajduhar, Mladen Tomic, Jonatan Lerga

Expert Syst. Appl., 2017

Semi-automated detection of anterior cruciate ligament injury from MRI.

Ivan Stajduhar, Mihaela Mamula, Damir Miletic, Gözde B. Ünal

Comput. Methods Programs Biomed., 2017

The challenge of measuring distance to obstacles for the purpose of generating a 2-D indoor map using an autonomous robot equipped with an ultrasonic sensor.

R. Rodin, Ivan Stajduhar

Proceedings of the 40th International Convention on Information and Communication Technology, 2017

TFD thresholding in estimating the number of EEG components and the dominant if using the short-term rényi entropy.

Jonatan Lerga, Nicoletta Saulig, Rebeka Lerga, Ivan Stajduhar

Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, 2017

2015

Using string similarity metrics for automated grading of SQL statements.

Ivan Stajduhar, Goran Mausa

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

A profile- and community-driven book recommender system.

Iva Petrovic, Paolo Perkovic, Ivan Stajduhar

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

Semantic approach to accommodation & booking related Web services.

I. Pavkovic, Ivan Stajduhar

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

Predicting stock market trends using random forests: A sample of the Zagreb stock exchange.

Teo Manojlovic, Ivan Stajduhar

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

2014

Techniques for Bug-Code Linking.

Goran Mausa, Paolo Perkovic, Tihana Galinac Grbac, Ivan Stajduhar

Proceedings of the 3rd Workshop on Software Quality Analysis, 2014

2012

Uncensoring censored data for machine learning: A likelihood-based approach.

Ivan Stajduhar, Bojana Dalbelo Basic

Expert Syst. Appl., 2012

2010

Learning Bayesian networks from survival data using weighting censored instances.

Ivan Stajduhar, Bojana Dalbelo Basic

J. Biomed. Informatics, 2010

2009

Impact of censoring on learning Bayesian networks in survival modelling.

Ivan Stajduhar, Bojana Dalbelo Basic, Nikola Bogunovic

Artif. Intell. Medicine, 2009

2007

Likelihood based classification in bayesian networks.

Ivan Stajduhar, Ivan Bratko

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

2003

Lossy Image Reconstruction using Adaptive Wavelet Filter Bank.

Miroslav Vrankic, Damir Sersic, Ivan Stajduhar

Proceedings of the Signal and Image Processing (SIP 2003), 2003