Ivan Stajduhar

47 papers B 1C 3Journal 26Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Balancing Performance and Interpretability in Medical Image Analysis: Case study of Osteopenia. J. Imaging Inform. Medicine Mateo Mikulic, Dominik Vicevic, Eszter Nagy, Mateja Napravnik, Ivan Stajduhar, Sebastian Tschauner, Franko Hrzic
2024	J	`jnl`	Building Individual Player Performance Profiles According to Pre-Game Expectations and Goal Difference in Soccer. Sensors Arian Skoki, Boris Gasparovic, Stefan Ivic, Jonatan Lerga, Ivan Stajduhar
2024	J	`jnl`	Building RadiologyNET: an unsupervised approach to annotating a large-scale multimodal medical database. BioData Min. Mateja Napravnik, Franko Hrzic, Sebastian Tschauner, Ivan Stajduhar
2024	—	`conf`	Content-Based Medical Image Retrieval for Medical Radiology Images. AIME (2) Dario Barac, Teo Manojlovic, Mateja Napravnik, Franko Hrzic, Mihaela Mamula Saracevic, Damir Miletic, Ivan Stajduhar
2024	—	`conf`	Processing Medical Diagnostic Reports using Machine Learning. MIPRO Mária Krajcí, Mateja Napravnik, Ivan Stajduhar
2024	—	`conf`	Selective Classifier Based Search Space Shrinking for Radiographs Retrieval. MLMI@MICCAI (2) Teo Manojlovic, Ivo Ipsic, Ivan Stajduhar
2023	J	`jnl`	A Review of Data-Driven Approaches and Techniques for Fault Detection and Diagnosis in HVAC Systems. Sensors Iva Matetic, Ivan Stajduhar, Igor Wolf, Sandi Ljubic
2023	J	`jnl`	Building RadiologyNET: Unsupervised annotation of a large-scale multimodal medical database. CoRR Mateja Napravnik, Franko Hrzic, Sebastian Tschauner, Ivan Stajduhar
2023	J	`jnl`	Improving the Efficiency of Fan Coil Units in Hotel Buildings through Deep-Learning-Based Fault Detection. Sensors Iva Matetic, Ivan Stajduhar, Igor Wolf, Sandi Ljubic
2023	—	`conf`	Random Forests Model for HVAC System Fault Detection in Hotel Buildings. IWANN (1) Iva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic
2023	J	`jnl`	Rapid extraction of skin physiological parameters from hyperspectral images using machine learning. Appl. Intell. Teo Manojlovic, Tadej Tomanic, Ivan Stajduhar, Matija Milanic
2022	—	`conf`	Data Visualization Tool for Smart Buildings HVAC Systems. ICR Iva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic
2022	J	`jnl`	Deep embedded clustering algorithm for clustering PACS repositories. CoRR Teo Manojlovic, Matija Milanic, Ivan Stajduhar
2022	J	`jnl`	Extended Energy-Expenditure Model in Soccer: Evaluating Player Performance in the Context of the Game. Sensors Arian Skoki, Alessio Rossi, Paolo Cintia, Luca Pappalardo, Ivan Stajduhar
2022	—	`conf`	Forming of Validation Dataset for Deep Learning Based Model of Medical Image Grouping. MICAD Robert Bazdaric, Franko Hrzic, Mateja Napravnik, Ivan Stajduhar
2022	J	`jnl`	Intra-domain and cross-domain transfer learning for time series data - How transferable are the features? CoRR Erik Otovic, Marko Njirjak, Dario Jozinovic, Goran Mausa, Alberto Michelini, Ivan Stajduhar
2022	J	`jnl`	Intra-domain and cross-domain transfer learning for time series data - How transferable are the features? Knowl. Based Syst. Erik Otovic, Marko Njirjak, Dario Jozinovic, Goran Mausa, Alberto Michelini, Ivan Stajduhar
2022	J	`jnl`	ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data. CoRR Arian Skoki, Jonatan Lerga, Ivan Stajduhar
2022	J	`jnl`	Predicting stress-strain behavior of carbon nanotubes using neural networks. Neural Comput. Appl. Valentina Kosmerl, Ivan Stajduhar, Marko Canadija
2021	—	`conf`	Analysing Large Repositories of Medical Images. BIOMESIP Ivan Stajduhar, Teo Manojlovic, Franko Hrzic, Mateja Napravnik, Goran Glavas, Matija Milanic, Sebastian Tschauner, Mihaela Mamula, Damir Miletic
2021	J	`jnl`	Augmenting Around-Device Interaction by Geomagnetic Field Built-in Sensor Utilization. Sensors Sandi Ljubic, Franko Hrzic, Alen Salkanovic, Ivan Stajduhar
2021	C	`conf`	Automatic extraction of multiple-study X-ray images. INISTA Stella Dumencic, Sebastian Tschauner, Franko Hrzic, Ivan Stajduhar
2021	J	`jnl`	Cast suppression in radiographs by generative adversarial networks. J. Am. Medical Informatics Assoc. Franko Hrzic, Ivana Zuzic, Sebastian Tschauner, Ivan Stajduhar
2021	B	`conf`	Deep embedded clustering algorithm for clustering PACS repositories. CBMS Teo Manojlovic, Matija Milanic, Ivan Stajduhar
2021	—	`conf`	ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data. MIPRO Arian Skoki, Jonatan Lerga, Ivan Stajduhar
2021	J	`jnl`	XAOM: A method for automatic alignment and orientation of radiographs for computer-aided medical diagnosis. Comput. Biol. Medicine Franko Hrzic, Sebastian Tschauner, Erich Sorantin, Ivan Stajduhar
2020	J	`jnl`	Adaptive filtering and analysis of EEG signals in the time-frequency domain based on the local entropy. EURASIP J. Adv. Signal Process. Guruprasad Madhale Jadav, Jonatan Lerga, Ivan Stajduhar
2020	J	`jnl`	Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification. Sensors Biserka Petrovska, Eftim Zdravevski, Petre Lameski, Roberto Corizzo, Ivan Stajduhar, Jonatan Lerga
2020	—	`conf`	Floating Hierarchical Menus for Swipe-Based Navigation on Touchscreen Mobile Devices. HCI (2) Alen Salkanovic, Ivan Stajduhar, Sandi Ljubic
2020	C	`conf`	Using DICOM Tags for Clustering Medical Radiology Images into Visually Similar Groups. ICPRAM Teo Manojlovic, Dino Ilic, Damir Miletic, Ivan Stajduhar
2019	J	`jnl`	Automatic music transcription for traditional woodwind instruments Pattern Recognit. Lett. Arian Skoki, Sandi Ljubic, Jonatan Lerga, Ivan Stajduhar
2019	J	`jnl`	Local-Entropy Based Approach for X-Ray Image Segmentation and Fracture Detection. Entropy Franko Hrzic, Ivan Stajduhar, Sebastian Tschauner, Erich Sorantin, Jonatan Lerga
2018	J	`jnl`	Denoising of X-ray Images Using the Adaptive Algorithm Based on the LPA-RICI Algorithm. J. Imaging Ivica Mandic, Hajdi Peic, Jonatan Lerga, Ivan Stajduhar
2017	J	`jnl`	Mirroring quasi-symmetric organ observations for reducing problem complexity. Expert Syst. Appl. Ivan Stajduhar, Mladen Tomic, Jonatan Lerga
2017	J	`jnl`	Semi-automated detection of anterior cruciate ligament injury from MRI. Comput. Methods Programs Biomed. Ivan Stajduhar, Mihaela Mamula, Damir Miletic, Gözde B. Ünal
2017	C	`conf`	TFD thresholding in estimating the number of EEG components and the dominant if using the short-term rényi entropy. ISPA Jonatan Lerga, Nicoletta Saulig, Rebeka Lerga, Ivan Stajduhar
2017	—	`conf`	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 R. Rodin, Ivan Stajduhar
2015	—	`conf`	A profile- and community-driven book recommender system. MIPRO Iva Petrovic, Paolo Perkovic, Ivan Stajduhar
2015	—	`conf`	Predicting stock market trends using random forests: A sample of the Zagreb stock exchange. MIPRO Teo Manojlovic, Ivan Stajduhar
2015	—	`conf`	Semantic approach to accommodation & booking related Web services. MIPRO I. Pavkovic, Ivan Stajduhar
2015	—	`conf`	Using string similarity metrics for automated grading of SQL statements. MIPRO Ivan Stajduhar, Goran Mausa
2014	—	`conf`	Techniques for Bug-Code Linking. SQAMIA Goran Mausa, Paolo Perkovic, Tihana Galinac Grbac, Ivan Stajduhar
2012	J	`jnl`	Uncensoring censored data for machine learning: A likelihood-based approach. Expert Syst. Appl. Ivan Stajduhar, Bojana Dalbelo Basic
2010	J	`jnl`	Learning Bayesian networks from survival data using weighting censored instances. J. Biomed. Informatics Ivan Stajduhar, Bojana Dalbelo Basic
2009	J	`jnl`	Impact of censoring on learning Bayesian networks in survival modelling. Artif. Intell. Medicine Ivan Stajduhar, Bojana Dalbelo Basic, Nikola Bogunovic
2007	—	`conf`	Likelihood based classification in bayesian networks. Artificial Intelligence and Applications Ivan Stajduhar, Ivan Bratko
2003	—	`conf`	Lossy Image Reconstruction using Adaptive Wavelet Filter Bank. SIP Miroslav Vrankic, Damir Sersic, Ivan Stajduhar