Ivan Stajduhar

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 33

Top Topics

Machine Learning

Fault Detection

Similarity Metric

Top Venues

Publications

Arian Skoki, Boris Gasparovic, Stefan Ivic, Jonatan Lerga, Ivan Stajduhar
Building Individual Player Performance Profiles According to Pre-Game Expectations and Goal Difference in Soccer. Sensors 24 (5) (2024)
Mária Krajcí, Mateja Napravnik, Ivan Stajduhar
Processing Medical Diagnostic Reports using Machine Learning. MIPRO (2024)
Dario Barac, Teo Manojlovic, Mateja Napravnik, Franko Hrzic, Mihaela Mamula Saracevic, Damir Miletic, Ivan Stajduhar
Content-Based Medical Image Retrieval for Medical Radiology Images. AIME (2) (2024)
Iva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic
Random Forests Model for HVAC System Fault Detection in Hotel Buildings. IWANN (1) (2023)
Teo Manojlovic, Tadej Tomanic, Ivan Stajduhar, Matija Milanic
Rapid extraction of skin physiological parameters from hyperspectral images using machine learning. Appl. Intell. 53 (13) (2023)
Mateja Napravnik, Franko Hrzic, Sebastian Tschauner, Ivan Stajduhar
Building RadiologyNET: Unsupervised annotation of a large-scale multimodal medical database. CoRR (2023)
Iva Matetic, Ivan Stajduhar, Igor Wolf, Sandi Ljubic
A Review of Data-Driven Approaches and Techniques for Fault Detection and Diagnosis in HVAC Systems. Sensors 23 (1) (2023)
Iva Matetic, Ivan Stajduhar, Igor Wolf, Sandi Ljubic
Improving the Efficiency of Fan Coil Units in Hotel Buildings through Deep-Learning-Based Fault Detection. Sensors 23 (15) (2023)
Arian Skoki, Alessio Rossi, Paolo Cintia, Luca Pappalardo, Ivan Stajduhar
Extended Energy-Expenditure Model in Soccer: Evaluating Player Performance in the Context of the Game. Sensors 22 (24) (2022)
Iva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic
Data Visualization Tool for Smart Buildings HVAC Systems. ICR (2022)
Valentina Kosmerl, Ivan Stajduhar, Marko Canadija
Predicting stress-strain behavior of carbon nanotubes using neural networks. Neural Comput. Appl. 34 (20) (2022)
Erik Otovic, Marko Njirjak, Dario Jozinovic, Goran Mausa, Alberto Michelini, Ivan Stajduhar
Intra-domain and cross-domain transfer learning for time series data - How transferable are the features? CoRR (2022)
Erik Otovic, Marko Njirjak, Dario Jozinovic, Goran Mausa, Alberto Michelini, Ivan Stajduhar
Intra-domain and cross-domain transfer learning for time series data - How transferable are the features? Knowl. Based Syst. 239 (2022)
Teo Manojlovic, Matija Milanic, Ivan Stajduhar
Deep embedded clustering algorithm for clustering PACS repositories. CoRR (2022)
Arian Skoki, Jonatan Lerga, Ivan Stajduhar
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data. CoRR (2022)
Franko Hrzic, Ivana Zuzic, Sebastian Tschauner, Ivan Stajduhar
Cast suppression in radiographs by generative adversarial networks. J. Am. Medical Informatics Assoc. 28 (12) (2021)
Franko Hrzic, Sebastian Tschauner, Erich Sorantin, Ivan Stajduhar
XAOM: A method for automatic alignment and orientation of radiographs for computer-aided medical diagnosis. Comput. Biol. Medicine 132 (2021)
Stella Dumencic, Sebastian Tschauner, Franko Hrzic, Ivan Stajduhar
Automatic extraction of multiple-study X-ray images. INISTA (2021)
Ivan Stajduhar, Teo Manojlovic, Franko Hrzic, Mateja Napravnik, Goran Glavas, Matija Milanic, Sebastian Tschauner, Mihaela Mamula, Damir Miletic
Analysing Large Repositories of Medical Images. BIOMESIP (2021)
Arian Skoki, Jonatan Lerga, Ivan Stajduhar
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data. MIPRO (2021)
Sandi Ljubic, Franko Hrzic, Alen Salkanovic, Ivan Stajduhar
Augmenting Around-Device Interaction by Geomagnetic Field Built-in Sensor Utilization. Sensors 21 (9) (2021)
Teo Manojlovic, Matija Milanic, Ivan Stajduhar
Deep embedded clustering algorithm for clustering PACS repositories. CBMS (2021)
Guruprasad Madhale Jadav, Jonatan Lerga, Ivan Stajduhar
Adaptive filtering and analysis of EEG signals in the time-frequency domain based on the local entropy. EURASIP J. Adv. Signal Process. 2020 (1) (2020)
Biserka Petrovska, Eftim Zdravevski, Petre Lameski, Roberto Corizzo, Ivan Stajduhar, Jonatan Lerga
Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification. Sensors 20 (14) (2020)
Alen Salkanovic, Ivan Stajduhar, Sandi Ljubic
Floating Hierarchical Menus for Swipe-Based Navigation on Touchscreen Mobile Devices. HCI (2) (2020)
Teo Manojlovic, Dino Ilic, Damir Miletic, Ivan Stajduhar
Using DICOM Tags for Clustering Medical Radiology Images into Visually Similar Groups. ICPRAM (2020)
Franko Hrzic, Ivan Stajduhar, Sebastian Tschauner, Erich Sorantin, Jonatan Lerga
Local-Entropy Based Approach for X-Ray Image Segmentation and Fracture Detection. Entropy 21 (4) (2019)
Arian Skoki, Sandi Ljubic, Jonatan Lerga, Ivan Stajduhar
. Pattern Recognit. Lett. 128 (2019)
Ivica Mandic, Hajdi Peic, Jonatan Lerga, Ivan Stajduhar
Denoising of X-ray Images Using the Adaptive Algorithm Based on the LPA-RICI Algorithm. J. Imaging 4 (2) (2018)
Jonatan Lerga, Nicoletta Saulig, Rebeka Lerga, Ivan Stajduhar
TFD thresholding in estimating the number of EEG components and the dominant if using the short-term rényi entropy. ISPA (2017)
R. Rodin, Ivan Stajduhar
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. MIPRO (2017)
Ivan Stajduhar, Mladen Tomic, Jonatan Lerga
Mirroring quasi-symmetric organ observations for reducing problem complexity. Expert Syst. Appl. 85 (2017)
Ivan Stajduhar, Mihaela Mamula, Damir Miletic, Gözde B. Ünal
Semi-automated detection of anterior cruciate ligament injury from MRI. Comput. Methods Programs Biomed. 140 (2017)
Teo Manojlovic, Ivan Stajduhar
Predicting stock market trends using random forests: A sample of the Zagreb stock exchange. MIPRO (2015)
I. Pavkovic, Ivan Stajduhar
Semantic approach to accommodation & booking related Web services. MIPRO (2015)
Ivan Stajduhar, Goran Mausa
Using string similarity metrics for automated grading of SQL statements. MIPRO (2015)
I. Petrovic, Paolo Perkovic, Ivan Stajduhar
A profile- and community-driven book recommender system. MIPRO (2015)
Goran Mausa, Paolo Perkovic, Tihana Galinac Grbac, Ivan Stajduhar
Techniques for Bug-Code Linking. SQAMIA (2014)
Ivan Stajduhar, Bojana Dalbelo Basic
Uncensoring censored data for machine learning: A likelihood-based approach. Expert Syst. Appl. 39 (8) (2012)
Ivan Stajduhar, Bojana Dalbelo Basic
Learning Bayesian networks from survival data using weighting censored instances. J. Biomed. Informatics 43 (4) (2010)
Ivan Stajduhar, Bojana Dalbelo Basic, Nikola Bogunovic
Impact of censoring on learning Bayesian networks in survival modelling. Artif. Intell. Medicine 47 (3) (2009)
Ivan Stajduhar, Ivan Bratko
Likelihood based classification in bayesian networks. Artificial Intelligence and Applications (2007)
Miroslav Vrankic, Damir Sersic, Ivan Stajduhar
Lossy Image Reconstruction using Adaptive Wavelet Filter Bank. SIP (2003)