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Alan Jovic
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2020 – today
- 2024
- [j18]Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni:
Tipping the Balance: Imbalanced Classes in Deep-Learning Side-Channel Analysis. IEEE Des. Test 41(2): 32-38 (2024) - [e3]Snjezana Babic, Zeljka Car, Marina Cicin-Sain, Dragan Cisic, Pavel Ergovic, Tihana Galinac Grbac, Vera Gradisnik, Stjepan Gros, Andrej Jokic, Alan Jovic, Darko Jurekovic, Tihomir Katulic, Marko Koricic, Vedran Mornar, Juraj Petrovic, Karolj Skala, Dejan Skvorc, Vlado Sruk, Marko Svaco, Edvard Tijan, Neven Vrcek, Boris Vrdoljak:
47th MIPRO ICT and Electronics Convention, MIPRO 2024, Opatija, Croatia, May 20-24, 2024. IEEE 2024, ISBN 979-8-3503-8250-1 [contents] - 2023
- [j17]Eda Jovicic, Daria Primorac, Marko Cupic, Alan Jovic:
Publicly Available Datasets for Predictive Maintenance in the Energy Sector: A Review. IEEE Access 11: 73505-73520 (2023) - [j16]Vjeko Kuzina, Ana-Marija Petric, Marko Barisic, Alan Jovic:
CASSED: Context-based Approach for Structured Sensitive Data Detection. Expert Syst. Appl. 223: 119924 (2023) - [e2]Dragan Cisic, Neven Vrcek, Marko Koricic, Vera Gradisnik, Karolj Skala, Zeljka Car, Marina Cicin-Sain, Snjezana Babic, Vlado Sruk, Dejan Skvorc, Alan Jovic, Stjepan Gros, Boris Vrdoljak, Edvard Tijan, Tihomir Katulic, Juraj Petrovic, Tihana Galinac Grbac, Lovro Bozicevic:
46th MIPRO ICT and Electronics Convention, MIPRO 2023, Opatija, Croatia, May 22-26, 2023. IEEE 2023, ISBN 978-953-233-104-2 [contents] - 2022
- [j15]Kresimir Jozic, Nikolina Frid, Alan Jovic, Zeljka Mihajlovic:
DICOM SIVR: A web architecture and platform for seamless DICOM image and volume rendering. SoftwareX 18: 101063 (2022) - [c25]Lovro Matosevic, Alan Jovic:
Accurate Detection of Dementia from Speech Transcripts Using RoBERTa Model. MIPRO 2022: 1478-1484 - [c24]Marko Barisic, Alan Jovic:
Cardiac Arrhythmia Classification from 12-lead Electrocardiogram Using a Combination of Deep Learning Approaches. MIPRO 2022: 1489-1494 - [p1]Alan Jovic, Dirmanto Jap, Louiza Papachristodoulou, Annelie Heuser:
Traditional Machine Learning Methods for Side-Channel Analysis. Security and Artificial Intelligence 2022: 25-47 - [e1]Neven Vrcek, Marko Koricic, Vera Gradisnik, Karolj Skala, Zeljka Car, Marina Cicin-Sain, Snjezana Babic, Vlado Sruk, Dejan Skvorc, Alan Jovic, Stjepan Gros, Boris Vrdoljak, Mladen Mauher, Edvard Tijan, Tihomir Katulic, Juraj Petrovic, Tihana Galinac Grbac, Benjamin Kusen:
45th Jubilee International Convention on Information, Communication and Electronic Technology, MIPRO 2022, Opatija, Croatia, May 23-27, 2022. IEEE 2022, ISBN 978-953-233-103-5 [contents] - 2021
- [j14]Marko Horvat, Alan Jovic, Kristijan Burnik:
Assessing the Robustness of Cluster Solutions in Emotionally-Annotated Pictures Using Monte-Carlo Simulation Stabilized K-Means Algorithm. Mach. Learn. Knowl. Extr. 3(2): 435-452 (2021) - [j13]Igor Stancin, Mario Cifrek, Alan Jovic:
A Review of EEG Signal Features and Their Application in Driver Drowsiness Detection Systems. Sensors 21(11): 3786 (2021) - [j12]Alan Jovic:
Intelligent Biosignal Analysis Methods. Sensors 21(14): 4743 (2021) - [j11]Igor Stancin, Nikolina Frid, Mario Cifrek, Alan Jovic:
EEG Signal Multichannel Frequency-Domain Ratio Indices for Drowsiness Detection Based on Multicriteria Optimization. Sensors 21(20): 6932 (2021) - [c23]Eugen Vusak, Vjeko Kuzina, Alan Jovic:
A Survey of Word Embedding Algorithms for Textual Data Information Extraction. MIPRO 2021: 181-186 - [c22]Vjeko Kuzina, Eugen Vusak, Alan Jovic:
Methods for Automatic Sensitive Data Detection in Large Datasets: a Review. MIPRO 2021: 187-192 - 2020
- [j10]Marko Horvat, Alan Jovic, Danko Ivosevic:
Lift Charts-Based Binary Classification in Unsupervised Setting for Concept-Based Retrieval of Emotionally Annotated Images from Affective Multimedia Databases. Inf. 11(9): 429 (2020) - [c21]Alan Jovic, Igor Stancin, Kresimir Friganovic, Mario Cifrek:
Clinical Decision Support Systems in Practice: Current Status and Challenges. MIPRO 2020: 355-360
2010 – 2019
- 2019
- [j9]Alan Jovic, Karla Brkic, Goran Krstacic:
Detection of congestive heart failure from short-term heart rate variability segments using hybrid feature selection approach. Biomed. Signal Process. Control. 53 (2019) - [j8]Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni:
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2019(1): 209-237 (2019) - [j7]Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina:
A Systematic Evaluation of Profiling Through Focused Feature Selection. IEEE Trans. Very Large Scale Integr. Syst. 27(12): 2802-2815 (2019) - [c20]Igor Stancin, Alan Jovic:
An overview and comparison of free Python libraries for data mining and big data analysis. MIPRO 2019: 977-982 - 2018
- [j6]Kresimir Friganovic, Davor Kukolja, Alan Jovic, Mario Cifrek, Goran Krstacic:
Optimizing the Detection of Characteristic Waves in ECG Based on Processing Methods Combinations. IEEE Access 6: 50609-50626 (2018) - [c19]Stjepan Picek, Annelie Heuser, Alan Jovic, Karlo Knezevic, Tania Richmond:
Improving Side-Channel Analysis Through Semi-supervised Learning. CARDIS 2018: 35-50 - [c18]Alan Jovic, Kresimir Jozic, Davor Kukolja, Kresimir Friganovic, Mario Cifrek:
Parallelization in biomedical time series analysis web platform: The MULTISAB project experience. MIPRO 2018: 313-318 - [c17]Igor Stancin, Alan Jovic:
Analyzing the influence of player tracking statistics on winning basketball teams. MIPRO 2018: 1533-1538 - [i3]Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni:
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. IACR Cryptol. ePrint Arch. 2018: 476 (2018) - 2017
- [j5]Alan Jovic, Franjo Jovic:
Classification of cardiac arrhythmias based on alphabet entropy of heart rate variability time series. Biomed. Signal Process. Control. 31: 217-230 (2017) - [c16]Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay:
Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks. AFRICACRYPT 2017: 61-78 - [c15]Stjepan Picek, Annelie Heuser, Alan Jovic, Simone A. Ludwig, Sylvain Guilley, Domagoj Jakobovic, Nele Mentens:
Side-channel analysis and machine learning: A practical perspective. IJCNN 2017: 4095-4102 - [c14]Alan Jovic, Davor Kukolja, Kresimir Friganovic, Kresimir Jozic, Sinisa Car:
Biomedical time series preprocessing and expert-system based feature extraction in MULTISAB platform. MIPRO 2017: 330-335 - [i2]Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay, Karlo Knezevic:
Profiled SCA with a New Twist: Semi-supervised Learning. IACR Cryptol. ePrint Arch. 2017: 1085 (2017) - [i1]Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina, Axel Legay:
The secrets of profiling for side-channel analysis: feature selection matters. IACR Cryptol. ePrint Arch. 2017: 1110 (2017) - 2016
- [c13]Alan Jovic, Davor Kukolja, Kresimir Jozic, Marko Horvat:
A web platform for analysis of multivariate heterogeneous biomedical time-series - A preliminary report. IWSSIP 2016: 1-4 - [c12]Alan Jovic, Davor Kukolja, Kresimir Jozic, Marko Horvat:
A web platform for analysis of multivariate heterogeneous biomedical time-series - A preliminary report. IWSSIP 2016: 1-4 - [c11]Alan Jovic, Davor Kukolja, Kresimir Jozic, Mario Cifrek:
Use case diagram based scenarios design for a biomedical time-series analysis web platform. MIPRO 2016: 310-315 - 2015
- [c10]Alan Jovic, Karla Brkic, Nikola Bogunovic:
A review of feature selection methods with applications. MIPRO 2015: 1200-1205 - 2014
- [c9]Alan Jovic, Karla Brkic, Nikola Bogunovic:
An overview of free software tools for general data mining. MIPRO 2014: 1112-1117 - 2013
- [j4]Franjo Jovic, Alan Jovic, Darko Krmpotic:
Quality control engineering in automated ceramic tile production using a signal information content approach. Adv. Eng. Informatics 27(1): 93-107 (2013) - [c8]Dragan Gamberger, Goran Krstaçic, Alan Jovic:
A Novel Way of Integrating Rule-Based Knowledge into a Web Ontology Language Framework. EFMI-STC 2013: 51-55 - [c7]Alan Jovic, Nikola Bogunovic, Marko Cupic:
Extension and detailed overview of the HRVFrame framework for heart rate variability analysis. EUROCON 2013: 1757-1763 - 2012
- [b1]Alan Jovic:
Dubinska analiza biomedicinskih vremenskih nizova zasnovana na računalnom radnom okviru za izlučivanje značajki ; Data mining of biomedical time-series based on computer framework for feature extraction. University of Zagreb, Croatia, 2012 - [j3]Alan Jovic, Nikola Bogunovic:
Evaluating and comparing performance of feature combinations of heart rate variability measures for cardiac rhythm classification. Biomed. Signal Process. Control. 7(3): 245-255 (2012) - [c6]Alan Jovic, Karla Brkic, Nikola Bogunovic:
Decision Tree Ensembles in Biomedical Time-Series Classification. DAGM/OAGM Symposium 2012: 408-417 - 2011
- [j2]Alan Jovic, Nikola Bogunovic:
Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features. Artif. Intell. Medicine 51(3): 175-186 (2011) - [j1]Alan Jovic, Dragan Gamberger, Goran Krstacic:
Heart failure ontology. Bio Algorithms Med Syst. 7(2): 101-110 (2011) - [c5]Alan Jovic, Nikola Bogunovic:
HRVFrame: Java-Based Framework for Feature Extraction from Cardiac Rhythm. AIME 2011: 96-100
2000 – 2009
- 2009
- [c4]Alan Jovic, Nikola Bogunovic:
Feature set extension for heart rate variability analysis by using non-linear, statistical and geometric measures. ITI 2009: 35-40 - 2008
- [c3]Dragan Gamberger, Marin Prcela, Alan Jovic, Tomislav Smuc, Gianfranco Parati, Mariaconsuelo Valentini, Kalina Kawecka-Jaszcz, Katarzyna Styczkiewicz, Andrzej A. Kononowicz, Antonio Candelieri, Domenico Conforti, Rosita Guido:
Medical Knowledge Representation within Heartfaid Platform. HEALTHINF (1) 2008: 307-314 - [c2]Alan Jovic, Nikola Bogunovic:
Analysis of ECG records using ECG Chaos Extractor platform and Weka system. ITI 2008: 347-352 - [c1]Marin Prcela, Dragan Gamberger, Alan Jovic:
Semantic Web Ontology Utilization for Heart Failure Expert System Design. MIE 2008: 851-856
Coauthor Index
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last updated on 2024-07-23 21:02 CEST by the dblp team
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