Lossy Image Reconstruction using Adaptive Wavelet Filter Bank. - Miroslav Vrankic; Damir Sersic; Ivan Stajduhar (SIP, 2003)

Likelihood based classification in bayesian networks. - Ivan Stajduhar; Ivan Bratko (Artificial Intelligence and Applications, 2007)

Impact of censoring on learning Bayesian networks in survival modelling. - Ivan Stajduhar; Bojana Dalbelo Basic; Nikola Bogunovic (Artif. Intell. Medicine, 2009)

Learning Bayesian networks from survival data using weighting censored instances. - Ivan Stajduhar; Bojana Dalbelo Basic (J. Biomed. Informatics, 2010)

Uncensoring censored data for machine learning: A likelihood-based approach. - Ivan Stajduhar; Bojana Dalbelo Basic (Expert Syst. Appl., 2012)

Techniques for Bug-Code Linking. - Goran Mausa; Paolo Perkovic; Tihana Galinac Grbac; Ivan Stajduhar (SQAMIA, 2014)

Predicting stock market trends using random forests: A sample of the Zagreb stock exchange. - Teo Manojlovic; Ivan Stajduhar (MIPRO, 2015)

Semantic approach to accommodation & booking related Web services. - I. Pavkovic; Ivan Stajduhar (MIPRO, 2015)

A profile- and community-driven book recommender system. - Iva Petrovic; Paolo Perkovic; Ivan Stajduhar (MIPRO, 2015)

Using string similarity metrics for automated grading of SQL statements. - Ivan Stajduhar; Goran Mausa (MIPRO, 2015)

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 (ISPA, 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 (MIPRO, 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)

Mirroring quasi-symmetric organ observations for reducing problem complexity. - Ivan Stajduhar; Mladen Tomic; Jonatan Lerga (Expert Syst. Appl., 2017)

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)

Local-Entropy Based Approach for X-Ray Image Segmentation and Fracture Detection. - Franko Hrzic; Ivan Stajduhar; Sebastian Tschauner; Erich Sorantin; Jonatan Lerga (Entropy, 2019)

Automatic music transcription for traditional woodwind instruments sopele. - Arian Skoki; Sandi Ljubic; Jonatan Lerga; Ivan Stajduhar (Pattern Recognit. Lett., 2019)

Floating Hierarchical Menus for Swipe-Based Navigation on Touchscreen Mobile Devices. - Alen Salkanovic; Ivan Stajduhar; Sandi Ljubic (HCI (2), 2020)

Using DICOM Tags for Clustering Medical Radiology Images into Visually Similar Groups. - Teo Manojlovic; Dino Ilic; Damir Miletic; Ivan Stajduhar (ICPRAM, 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)

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)

Analysing Large Repositories of Medical Images. - Ivan Stajduhar; Teo Manojlovic; Franko Hrzic; Mateja Napravnik; Goran Glavas; Matija Milanic; Sebastian Tschauner; Mihaela Mamula; Damir Miletic (BIOMESIP, 2021)

Deep embedded clustering algorithm for clustering PACS repositories. - Teo Manojlovic; Matija Milanic; Ivan Stajduhar (CBMS, 2021)

Automatic extraction of multiple-study X-ray images. - Stella Dumencic; Sebastian Tschauner; Franko Hrzic; Ivan Stajduhar (INISTA, 2021)

ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data. - Arian Skoki; Jonatan Lerga; Ivan Stajduhar (MIPRO, 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)

Cast suppression in radiographs by generative adversarial networks. - Franko Hrzic; Ivana Zuzic; Sebastian Tschauner; Ivan Stajduhar (J. Am. Medical Informatics Assoc., 2021)

Augmenting Around-Device Interaction by Geomagnetic Field Built-in Sensor Utilization. - Sandi Ljubic; Franko Hrzic; Alen Salkanovic; Ivan Stajduhar (Sensors, 2021)

Data Visualization Tool for Smart Buildings HVAC Systems. - Iva Matetic; Ivan Stajduhar; Igor Wolf; Darko Palaic; Sandi Ljubic (ICR, 2022)

Forming of Validation Dataset for Deep Learning Based Model of Medical Image Grouping. - Robert Bazdaric; Franko Hrzic; Mateja Napravnik; Ivan Stajduhar (MICAD, 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)

Predicting stress-strain behavior of carbon nanotubes using neural networks. - Valentina Kosmerl; Ivan Stajduhar; Marko Canadija (Neural Comput. Appl., 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)

Random Forests Model for HVAC System Fault Detection in Hotel Buildings. - Iva Matetic; Ivan Stajduhar; Igor Wolf; Darko Palaic; Sandi Ljubic (IWANN (1), 2023)

Building RadiologyNET: Unsupervised annotation of a large-scale multimodal medical database. - Mateja Napravnik; Franko Hrzic; Sebastian Tschauner; Ivan Stajduhar (CoRR, 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)

Rapid extraction of skin physiological parameters from hyperspectral images using machine learning. - Teo Manojlovic; Tadej Tomanic; Ivan Stajduhar; Matija Milanic (Appl. Intell., 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, 2023)

Content-Based Medical Image Retrieval for Medical Radiology Images. - Dario Barac; Teo Manojlovic; Mateja Napravnik; Franko Hrzic; Mihaela Mamula Saracevic; Damir Miletic; Ivan Stajduhar (AIME (2), 2024)

Processing Medical Diagnostic Reports using Machine Learning. - Mária Krajcí; Mateja Napravnik; Ivan Stajduhar (MIPRO, 2024)

Selective Classifier Based Search Space Shrinking for Radiographs Retrieval. - Teo Manojlovic; Ivo Ipsic; Ivan Stajduhar (MLMI@MICCAI (2), 2024)

Building RadiologyNET: an unsupervised approach to annotating a large-scale multimodal medical database. - Mateja Napravnik; Franko Hrzic; Sebastian Tschauner; Ivan Stajduhar (BioData Min., 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, 2024)