Alan Jovic

56 papers B 2C 1Journal 23Unranked 25
YearRankTypeTitle / Venue / Authors
2025 J jnl
Interpretability and accuracy of machine learning algorithms for biomedical time series analysis - a scoping review.
Biomed. Signal Process. Control.
Alan Jovic, Nikolina Frid, Karla Brkic, Mario Cifrek
2025 J jnl
Towards Large-Scale Pose-Invariant Face Recognition Using Face Defrontalization.
CoRR
Patrik Mesec, Alan Jovic
2024 — ed.
47th MIPRO ICT and Electronics Convention, MIPRO 2024, Opatija, Croatia, May 20-24, 2024
MIPRO
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
2024 — conf
A Review on Neuro-symbolic AI Improvements to Natural Language Processing.
MIPRO
Miha Keber, Ivan Grubisic, A. Baresic, Alan Jovic
2024 — conf
Generative AI in E-maintenance: Myth or Reality?
MIPRO
J. Celic, Tomislav Bronzin, Marko Horvat, Alan Jovic, Arian Stipic, Brigita Prole, M. Maricevic, I. Pavlovic, Klaudio Pap, M. Mikota, N. Jelaca
2024 — conf
Impact of EEG Signal Preprocessing Methods on Machine Learning Models for Affective Disorders.
MIPRO
Eda Jovicic, Alan Jovic, Mario Cifrek
2024 J jnl
Tipping the Balance: Imbalanced Classes in Deep-Learning Side-Channel Analysis.
IEEE Des. Test
Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
2023 — ed.
46th MIPRO ICT and Electronics Convention, MIPRO 2023, Opatija, Croatia, May 22-26, 2023
MIPRO
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
2023 J jnl
CASSED: Context-based Approach for Structured Sensitive Data Detection.
Expert Syst. Appl.
Vjeko Kuzina, Ana-Marija Petric, Marko Barisic, Alan Jovic
2023 J jnl
Publicly Available Datasets for Predictive Maintenance in the Energy Sector: A Review.
IEEE Access
Eda Jovicic, Daria Primorac, Marko Cupic, Alan Jovic
2022 — ed.
45th Jubilee International Convention on Information, Communication and Electronic Technology, MIPRO 2022, Opatija, Croatia, May 23-27, 2022
MIPRO
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
2022 — conf
Accurate Detection of Dementia from Speech Transcripts Using RoBERTa Model.
MIPRO
Lovro Matosevic, Alan Jovic
2022 — conf
Cardiac Arrhythmia Classification from 12-lead Electrocardiogram Using a Combination of Deep Learning Approaches.
MIPRO
Marko Barisic, Alan Jovic
2022 J jnl
DICOM SIVR: A web architecture and platform for seamless DICOM image and volume rendering.
SoftwareX
Kresimir Jozic, Nikolina Frid, Alan Jovic, Zeljka Mihajlovic
2022 — ch.
Traditional Machine Learning Methods for Side-Channel Analysis.
Security and Artificial Intelligence
Alan Jovic, Dirmanto Jap, Louiza Papachristodoulou, Annelie Heuser
2021 J jnl
A Review of EEG Signal Features and Their Application in Driver Drowsiness Detection Systems.
Sensors
Igor Stancin, Mario Cifrek, Alan Jovic
2021 — conf
A Survey of Word Embedding Algorithms for Textual Data Information Extraction.
MIPRO
Eugen Vusak, Vjeko Kuzina, Alan Jovic
2021 J jnl
Assessing the Robustness of Cluster Solutions in Emotionally-Annotated Pictures Using Monte-Carlo Simulation Stabilized K-Means Algorithm.
Mach. Learn. Knowl. Extr.
Marko Horvat, Alan Jovic, Kristijan Burnik
2021 J jnl
EEG Signal Multichannel Frequency-Domain Ratio Indices for Drowsiness Detection Based on Multicriteria Optimization.
Sensors
Igor Stancin, Nikolina Frid, Mario Cifrek, Alan Jovic
2021 J jnl
Intelligent Biosignal Analysis Methods.
Sensors
Alan Jovic
2021 — conf
Methods for Automatic Sensitive Data Detection in Large Datasets: a Review.
MIPRO
Vjeko Kuzina, Eugen Vusak, Alan Jovic
2020 — conf
Clinical Decision Support Systems in Practice: Current Status and Challenges.
MIPRO
Alan Jovic, Igor Stancin, Kresimir Friganovic, Mario Cifrek
2020 J jnl
Lift Charts-Based Binary Classification in Unsupervised Setting for Concept-Based Retrieval of Emotionally Annotated Images from Affective Multimedia Databases.
Inf.
Marko Horvat, Alan Jovic, Danko Ivosevic
2019 J jnl
A Systematic Evaluation of Profiling Through Focused Feature Selection.
IEEE Trans. Very Large Scale Integr. Syst.
Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina
2019 — conf
An overview and comparison of free Python libraries for data mining and big data analysis.
MIPRO
Igor Stancin, Alan Jovic
2019 J jnl
Detection of congestive heart failure from short-term heart rate variability segments using hybrid feature selection approach.
Biomed. Signal Process. Control.
Alan Jovic, Karla Brkic, Goran Krstacic
2019 J jnl
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
2018 — conf
Analyzing the influence of player tracking statistics on winning basketball teams.
MIPRO
Igor Stancin, Alan Jovic
2018 C conf
Improving Side-Channel Analysis Through Semi-supervised Learning.
CARDIS
Stjepan Picek, Annelie Heuser, Alan Jovic, Karlo Knezevic, Tania Richmond
2018 J jnl
Optimizing the Detection of Characteristic Waves in ECG Based on Processing Methods Combinations.
IEEE Access
Kresimir Friganovic, Davor Kukolja, Alan Jovic, Mario Cifrek, Goran Krstacic
2018 — conf
Parallelization in biomedical time series analysis web platform: The MULTISAB project experience.
MIPRO
Alan Jovic, Kresimir Jozic, Davor Kukolja, Kresimir Friganovic, Mario Cifrek
2018 J jnl
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
2017 — conf
Biomedical time series preprocessing and expert-system based feature extraction in MULTISAB platform.
MIPRO
Alan Jovic, Davor Kukolja, Kresimir Friganovic, Kresimir Jozic, Sinisa Car
2017 J jnl
Classification of cardiac arrhythmias based on alphabet entropy of heart rate variability time series.
Biomed. Signal Process. Control.
Alan Jovic, Franjo Jovic
2017 — conf
Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks.
AFRICACRYPT
Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay
2017 J jnl
Profiled SCA with a New Twist: Semi-supervised Learning.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay, Karlo Knezevic
2017 B conf
Side-channel analysis and machine learning: A practical perspective.
IJCNN
Stjepan Picek, Annelie Heuser, Alan Jovic, Simone A. Ludwig, Sylvain Guilley, Domagoj Jakobovic, Nele Mentens
2017 J jnl
The secrets of profiling for side-channel analysis: feature selection matters.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina, Axel Legay
2016 — conf
A web platform for analysis of multivariate heterogeneous biomedical time-series - A preliminary report.
IWSSIP
Alan Jovic, Davor Kukolja, Kresimir Jozic, Marko Horvat
2016 — conf
A web platform for analysis of multivariate heterogeneous biomedical time-series - A preliminary report.
IWSSIP
Alan Jovic, Davor Kukolja, Kresimir Jozic, Marko Horvat
2016 — conf
Use case diagram based scenarios design for a biomedical time-series analysis web platform.
MIPRO
Alan Jovic, Davor Kukolja, Kresimir Jozic, Mario Cifrek
2015 — conf
A review of feature selection methods with applications.
MIPRO
Alan Jovic, Karla Brkic, Nikola Bogunovic
2014 — conf
An overview of free software tools for general data mining.
MIPRO
Alan Jovic, Karla Brkic, Nikola Bogunovic
2013 — conf
A Novel Way of Integrating Rule-Based Knowledge into a Web Ontology Language Framework.
EFMI-STC
Dragan Gamberger, Goran Krstaçic, Alan Jovic
2013 — conf
Extension and detailed overview of the HRVFrame framework for heart rate variability analysis.
EUROCON
Alan Jovic, Nikola Bogunovic, Marko Cupic
2013 J jnl
Quality control engineering in automated ceramic tile production using a signal information content approach.
Adv. Eng. Informatics
Franjo Jovic, Alan Jovic, Darko Krmpotic
2012 — conf
Decision Tree Ensembles in Biomedical Time-Series Classification.
DAGM/OAGM Symposium
Alan Jovic, Karla Brkic, Nikola Bogunovic
2012 — —
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.
Alan Jovic
2012 J jnl
Evaluating and comparing performance of feature combinations of heart rate variability measures for cardiac rhythm classification.
Biomed. Signal Process. Control.
Alan Jovic, Nikola Bogunovic
2011 J jnl
Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features.
Artif. Intell. Medicine
Alan Jovic, Nikola Bogunovic
2011 B conf
HRVFrame: Java-Based Framework for Feature Extraction from Cardiac Rhythm.
AIME
Alan Jovic, Nikola Bogunovic
2011 J jnl
Heart failure ontology.
Bio Algorithms Med Syst.
Alan Jovic, Dragan Gamberger, Goran Krstacic
2009 — conf
Feature set extension for heart rate variability analysis by using non-linear, statistical and geometric measures.
ITI
Alan Jovic, Nikola Bogunovic
2008 — conf
Analysis of ECG records using ECG Chaos Extractor platform and Weka system.
ITI
Alan Jovic, Nikola Bogunovic
2008 — conf
Medical Knowledge Representation within Heartfaid Platform.
HEALTHINF (1)
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
2008 — conf
Semantic Web Ontology Utilization for Heart Failure Expert System Design.
MIE
Marin Prcela, Dragan Gamberger, Alan Jovic