Medical Knowledge Representation within Heartfaid Platform. - 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 (HEALTHINF (1), 2008)

Analysis of ECG records using ECG Chaos Extractor platform and Weka system. - Alan Jovic; Nikola Bogunovic (ITI, 2008)

Semantic Web Ontology Utilization for Heart Failure Expert System Design. - Marin Prcela; Dragan Gamberger; Alan Jovic (MIE, 2008)

Feature set extension for heart rate variability analysis by using non-linear, statistical and geometric measures. - Alan Jovic; Nikola Bogunovic (ITI, 2009)

HRVFrame: Java-Based Framework for Feature Extraction from Cardiac Rhythm. - Alan Jovic; Nikola Bogunovic (AIME, 2011)

Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features. - Alan Jovic; Nikola Bogunovic (Artif. Intell. Medicine, 2011)

Heart failure ontology. - Alan Jovic; Dragan Gamberger; Goran Krstacic (Bio Algorithms Med Syst., 2011)

Decision Tree Ensembles in Biomedical Time-Series Classification. - Alan Jovic; Karla Brkic; Nikola Bogunovic (DAGM/OAGM Symposium, 2012)

Evaluating and comparing performance of feature combinations of heart rate variability measures for cardiac rhythm classification. - Alan Jovic; Nikola Bogunovic (Biomed. Signal Process. Control., 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)

A Novel Way of Integrating Rule-Based Knowledge into a Web Ontology Language Framework. - Dragan Gamberger; Goran Krstaçic; Alan Jovic (EFMI-STC, 2013)

Extension and detailed overview of the HRVFrame framework for heart rate variability analysis. - Alan Jovic; Nikola Bogunovic; Marko Cupic (EUROCON, 2013)

Quality control engineering in automated ceramic tile production using a signal information content approach. - Franjo Jovic; Alan Jovic; Darko Krmpotic (Adv. Eng. Informatics, 2013)

An overview of free software tools for general data mining. - Alan Jovic; Karla Brkic; Nikola Bogunovic (MIPRO, 2014)

A review of feature selection methods with applications. - Alan Jovic; Karla Brkic; Nikola Bogunovic (MIPRO, 2015)

A web platform for analysis of multivariate heterogeneous biomedical time-series - A preliminary report. - Alan Jovic; Davor Kukolja; Kresimir Jozic; Marko Horvat 001 (IWSSIP, 2016)

Use case diagram based scenarios design for a biomedical time-series analysis web platform. - Alan Jovic; Davor Kukolja; Kresimir Jozic; Mario Cifrek (MIPRO, 2016)

Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks. - Stjepan Picek; Annelie Heuser; Alan Jovic; Axel Legay (AFRICACRYPT, 2017)

Side-channel analysis and machine learning: A practical perspective. - Stjepan Picek; Annelie Heuser; Alan Jovic; Simone A. Ludwig; Sylvain Guilley; Domagoj Jakobovic; Nele Mentens (IJCNN, 2017)

Biomedical time series preprocessing and expert-system based feature extraction in MULTISAB platform. - Alan Jovic; Davor Kukolja; Kresimir Friganovic; Kresimir Jozic; Sinisa Car (MIPRO, 2017)

Classification of cardiac arrhythmias based on alphabet entropy of heart rate variability time series. - Alan Jovic; Franjo Jovic (Biomed. Signal Process. Control., 2017)

The secrets of profiling for side-channel analysis: feature selection matters. - Stjepan Picek; Annelie Heuser; Alan Jovic; Lejla Batina; Axel Legay (IACR Cryptol. ePrint Arch., 2017)

Profiled SCA with a New Twist: Semi-supervised Learning. - Stjepan Picek; Annelie Heuser; Alan Jovic; Axel Legay; Karlo Knezevic (IACR Cryptol. ePrint Arch., 2017)

Improving Side-Channel Analysis Through Semi-supervised Learning. - Stjepan Picek; Annelie Heuser; Alan Jovic; Karlo Knezevic; Tania Richmond (CARDIS, 2018)

Parallelization in biomedical time series analysis web platform: The MULTISAB project experience. - Alan Jovic; Kresimir Jozic; Davor Kukolja; Kresimir Friganovic; Mario Cifrek (MIPRO, 2018)

Analyzing the influence of player tracking statistics on winning basketball teams. - Igor Stancin; Alan Jovic (MIPRO, 2018)

Optimizing the Detection of Characteristic Waves in ECG Based on Processing Methods Combinations. - Kresimir Friganovic; Davor Kukolja; Alan Jovic; Mario Cifrek; Goran Krstacic (IEEE Access, 2018)

An overview and comparison of free Python libraries for data mining and big data analysis. - Igor Stancin; Alan Jovic (MIPRO, 2019)

Detection of congestive heart failure from short-term heart rate variability segments using hybrid feature selection approach. - Alan Jovic; Karla Brkic; Goran Krstacic (Biomed. Signal Process. Control., 2019)

The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. - Stjepan Picek; Annelie Heuser; Alan Jovic; Shivam Bhasin; Francesco Regazzoni 001 (IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019)

A Systematic Evaluation of Profiling Through Focused Feature Selection. - Stjepan Picek; Annelie Heuser; Alan Jovic; Lejla Batina (IEEE Trans. Very Large Scale Integr. Syst., 2019)

Clinical Decision Support Systems in Practice: Current Status and Challenges. - Alan Jovic; Igor Stancin; Kresimir Friganovic; Mario Cifrek (MIPRO, 2020)

Lift Charts-Based Binary Classification in Unsupervised Setting for Concept-Based Retrieval of Emotionally Annotated Images from Affective Multimedia Databases. - Marko Horvat 001; Alan Jovic; Danko Ivosevic (Inf., 2020)

Methods for Automatic Sensitive Data Detection in Large Datasets: a Review. - Vjeko Kuzina; Eugen Vusak; Alan Jovic (MIPRO, 2021)

A Survey of Word Embedding Algorithms for Textual Data Information Extraction. - Eugen Vusak; Vjeko Kuzina; Alan Jovic (MIPRO, 2021)

Assessing the Robustness of Cluster Solutions in Emotionally-Annotated Pictures Using Monte-Carlo Simulation Stabilized K-Means Algorithm. - Marko Horvat 001; Alan Jovic; Kristijan Burnik (Mach. Learn. Knowl. Extr., 2021)

Intelligent Biosignal Analysis Methods. - Alan Jovic (Sensors, 2021)

A Review of EEG Signal Features and Their Application in Driver Drowsiness Detection Systems. - Igor Stancin; Mario Cifrek; Alan Jovic (Sensors, 2021)

EEG Signal Multichannel Frequency-Domain Ratio Indices for Drowsiness Detection Based on Multicriteria Optimization. - Igor Stancin; Nikolina Frid; Mario Cifrek; Alan Jovic (Sensors, 2021)

Cardiac Arrhythmia Classification from 12-lead Electrocardiogram Using a Combination of Deep Learning Approaches. - Marko Barisic; Alan Jovic (MIPRO, 2022)

Accurate Detection of Dementia from Speech Transcripts Using RoBERTa Model. - Lovro Matosevic; Alan Jovic (MIPRO, 2022)

DICOM SIVR: A web architecture and platform for seamless DICOM image and volume rendering. - Kresimir Jozic; Nikolina Frid; Alan Jovic; Zeljka Mihajlovic (SoftwareX, 2022)

Traditional Machine Learning Methods for Side-Channel Analysis. - Alan Jovic; Dirmanto Jap; Louiza Papachristodoulou; Annelie Heuser (Security and Artificial Intelligence, 2022)

Publicly Available Datasets for Predictive Maintenance in the Energy Sector: A Review. - Eda Jovicic; Daria Primorac; Marko Cupic; Alan Jovic (IEEE Access, 2023)

CASSED: Context-based Approach for Structured Sensitive Data Detection. - Vjeko Kuzina; Ana-Marija Petric; Marko Barisic; Alan Jovic (Expert Syst. Appl., 2023)

Generative AI in E-maintenance: Myth or Reality? - J. Celic; Tomislav Bronzin; Marko Horvat 001; Alan Jovic; Arian Stipic; B. Prole; M. Maricevic; I. Pavlovic; Klaudio Pap; M. Mikota; N. Jelaca (MIPRO, 2024)

Impact of EEG Signal Preprocessing Methods on Machine Learning Models for Affective Disorders. - Eda Jovicic; Alan Jovic; Mario Cifrek (MIPRO, 2024)

A Review on Neuro-symbolic AI Improvements to Natural Language Processing. - Miha Keber; Ivan Grubisic 002; A. Baresic; Alan Jovic (MIPRO, 2024)

Tipping the Balance: Imbalanced Classes in Deep-Learning Side-Channel Analysis. - Stjepan Picek; Annelie Heuser; Alan Jovic; Shivam Bhasin; Francesco Regazzoni 001 (IEEE Des. Test, 2024)

Interpretability and accuracy of machine learning algorithms for biomedical time series analysis - a scoping review. - Alan Jovic; Nikolina Frid; Karla Brkic; Mario Cifrek (Biomed. Signal Process. Control., 2025)

Towards Large-Scale Pose-Invariant Face Recognition Using Face Defrontalization. - Patrik Mesec; Alan Jovic (CoRR, 2025)