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ORCIDIvan Stajduhar
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- affiliation: University of Rijeka, Croatia
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2020 – today
- 2024
[j20]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): 1700 (2024)- [c20]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: 45-59 - [c19]Mária Krajcí, Mateja Napravnik, Ivan Stajduhar:
Processing Medical Diagnostic Reports using Machine Learning. MIPRO 2024: 114-119 - [c18]Teo Manojlovic, Ivo Ipsic, Ivan Stajduhar:
Selective Classifier Based Search Space Shrinking for Radiographs Retrieval. MLMI@MICCAI (2) 2024: 63-73 - 2023
- [j19]Teo Manojlovic, Tadej Tomanic, Ivan Stajduhar, Matija Milanic:
Rapid extraction of skin physiological parameters from hyperspectral images using machine learning. Appl. Intell. 53(13): 16519-16539 (2023) - [j18]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): 1 (2023) - [j17]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): 6717 (2023) - [c17]Iva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic:
Random Forests Model for HVAC System Fault Detection in Hotel Buildings. IWANN (1) 2023: 654-665 - [i4]Mateja Napravnik, Franko Hrzic, Sebastian Tschauner, Ivan Stajduhar:
Building RadiologyNET: Unsupervised annotation of a large-scale multimodal medical database. CoRR abs/2308.08517 (2023) - 2022
- [j16]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: 107976 (2022) - [j15]Valentina Kosmerl, Ivan Stajduhar, Marko Canadija:
Predicting stress-strain behavior of carbon nanotubes using neural networks. Neural Comput. Appl. 34(20): 17821-17836 (2022) - [j14]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): 9842 (2022) - [c16]Iva Matetic, Ivan Stajduhar, Igor Wolf, Darko Palaic, Sandi Ljubic:
Data Visualization Tool for Smart Buildings HVAC Systems. ICR 2022: 444-453 - [i3]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 abs/2201.04449 (2022) - [i2]Teo Manojlovic, Matija Milanic, Ivan Stajduhar:
Deep embedded clustering algorithm for clustering PACS repositories. CoRR abs/2206.12417 (2022) - [i1]Arian Skoki, Jonatan Lerga, Ivan Stajduhar:
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data. CoRR abs/2206.13222 (2022) - 2021
- [j13]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: 104300 (2021) - [j12]Franko Hrzic, Ivana Zuzic, Sebastian Tschauner, Ivan Stajduhar:
Cast suppression in radiographs by generative adversarial networks. J. Am. Medical Informatics Assoc. 28(12): 2687-2694 (2021) - [j11]Sandi Ljubic, Franko Hrzic, Alen Salkanovic, Ivan Stajduhar:
Augmenting Around-Device Interaction by Geomagnetic Field Built-in Sensor Utilization. Sensors 21(9): 3087 (2021) - [c15]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: 179-193 - [c14]Teo Manojlovic, Matija Milanic, Ivan Stajduhar:
Deep embedded clustering algorithm for clustering PACS repositories. CBMS 2021: 401-406 - [c13]Stella Dumencic, Sebastian Tschauner, Franko Hrzic, Ivan Stajduhar:
Automatic extraction of multiple-study X-ray images. INISTA 2021: 1-6 - [c12]Arian Skoki, Jonatan Lerga, Ivan Stajduhar:
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data. MIPRO 2021: 1038-1043 - 2020
- [j10]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): 7 (2020) - [j9]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): 3906 (2020) - [c11]Alen Salkanovic, Ivan Stajduhar, Sandi Ljubic:
Floating Hierarchical Menus for Swipe-Based Navigation on Touchscreen Mobile Devices. HCI (2) 2020: 509-522 - [c10]Teo Manojlovic, Dino Ilic, Damir Miletic, Ivan Stajduhar:
Using DICOM Tags for Clustering Medical Radiology Images into Visually Similar Groups. ICPRAM 2020: 510-517
2010 – 2019
- 2019
- [j8]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): 338 (2019) - [j7]Arian Skoki, Sandi Ljubic, Jonatan Lerga, Ivan Stajduhar:
Automatic music transcription for traditional woodwind instruments sopele. Pattern Recognit. Lett. 128: 340-347 (2019) - 2018
- [j6]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): 34 (2018) - 2017
- [j5]Ivan Stajduhar, Mihaela Mamula, Damir Miletic, Gözde B. Ünal:
Semi-automated detection of anterior cruciate ligament injury from MRI. Comput. Methods Programs Biomed. 140: 151-164 (2017) - [j4]Ivan Stajduhar, Mladen Tomic, Jonatan Lerga:
Mirroring quasi-symmetric organ observations for reducing problem complexity. Expert Syst. Appl. 85: 318-334 (2017) - [c9]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: 80-85 - [c8]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: 1021-1026 - 2015
- [c7]I. Pavkovic, Ivan Stajduhar:
Semantic approach to accommodation & booking related Web services. MIPRO 2015: 419-424 - [c6]Iva Petrovic, Paolo Perkovic, Ivan Stajduhar:
A profile- and community-driven book recommender system. MIPRO 2015: 631-635 - [c5]Teo Manojlovic, Ivan Stajduhar:
Predicting stock market trends using random forests: A sample of the Zagreb stock exchange. MIPRO 2015: 1189-1193 - [c4]Ivan Stajduhar, Goran Mausa:
Using string similarity metrics for automated grading of SQL statements. MIPRO 2015: 1250-1255 - 2014
- [c3]Goran Mausa, Paolo Perkovic, Tihana Galinac Grbac, Ivan Stajduhar:
Techniques for Bug-Code Linking. SQAMIA 2014: 47-55 - 2012
- [j3]Ivan Stajduhar, Bojana Dalbelo Basic:
Uncensoring censored data for machine learning: A likelihood-based approach. Expert Syst. Appl. 39(8): 7226-7234 (2012) - 2010
- [j2]Ivan Stajduhar, Bojana Dalbelo Basic:
Learning Bayesian networks from survival data using weighting censored instances. J. Biomed. Informatics 43(4): 613-622 (2010)
2000 – 2009
- 2009
- [j1]Ivan Stajduhar, Bojana Dalbelo Basic, Nikola Bogunovic:
Impact of censoring on learning Bayesian networks in survival modelling. Artif. Intell. Medicine 47(3): 199-217 (2009) - 2007
- [c2]Ivan Stajduhar, Ivan Bratko:
Likelihood based classification in bayesian networks. Artificial Intelligence and Applications 2007: 367-372 - 2003
- [c1]Miroslav Vrankic, Damir Sersic, Ivan Stajduhar:
Lossy Image Reconstruction using Adaptive Wavelet Filter Bank. SIP 2003: 245-248
Coauthor Index
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