Alan Jovic

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 33

Top Topics

Machine Learning

Feature Selection

Top Venues

IACR Cryptol. ePrint Arch.

Biomed. Signal Process. Control.

Publications

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) (2024)
Vjeko Kuzina, Ana-Marija Petric, Marko Barisic, Alan Jovic
CASSED: Context-based Approach for Structured Sensitive Data Detection. Expert Syst. Appl. 223 (2023)
Eda Jovicic, Daria Primorac, Marko Cupic, Alan Jovic
Publicly Available Datasets for Predictive Maintenance in the Energy Sector: A Review. IEEE Access 11 (2023)
Kresimir Jozic, Nikolina Frid, Alan Jovic, Zeljka Mihajlovic
DICOM SIVR: A web architecture and platform for seamless DICOM image and volume rendering. SoftwareX 18 (2022)
Lovro Matosevic, Alan Jovic
Accurate Detection of Dementia from Speech Transcripts Using RoBERTa Model. MIPRO (2022)
Marko Barisic, Alan Jovic
Cardiac Arrhythmia Classification from 12-lead Electrocardiogram Using a Combination of Deep Learning Approaches. MIPRO (2022)
Eugen Vusak, Vjeko Kuzina, Alan Jovic
A Survey of Word Embedding Algorithms for Textual Data Information Extraction. MIPRO (2021)
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) (2021)
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) (2021)
Igor Stancin, Mario Cifrek, Alan Jovic
A Review of EEG Signal Features and Their Application in Driver Drowsiness Detection Systems. Sensors 21 (11) (2021)
Alan Jovic
Intelligent Biosignal Analysis Methods. Sensors 21 (14) (2021)
Vjeko Kuzina, Eugen Vusak, Alan Jovic
Methods for Automatic Sensitive Data Detection in Large Datasets: a Review. MIPRO (2021)
Alan Jovic, Igor Stancin, Kresimir Friganovic, Mario Cifrek
Clinical Decision Support Systems in Practice: Current Status and Challenges. MIPRO (2020)
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) (2020)
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)
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) (2019)
Igor Stancin, Alan Jovic
An overview and comparison of free Python libraries for data mining and big data analysis. MIPRO (2019)
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) (2019)
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 (2018)
Igor Stancin, Alan Jovic
Analyzing the influence of player tracking statistics on winning basketball teams. MIPRO (2018)
Alan Jovic, Kresimir Jozic, Davor Kukolja, Kresimir Friganovic, Mario Cifrek
Parallelization in biomedical time series analysis web platform: The MULTISAB project experience. MIPRO (2018)
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 (2018)
Stjepan Picek, Annelie Heuser, Alan Jovic, Karlo Knezevic, Tania Richmond
Improving Side-Channel Analysis Through Semi-supervised Learning. CARDIS (2018)
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)
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)
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 (2017)
Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay, Karlo Knezevic
Profiled SCA with a New Twist: Semi-supervised Learning. IACR Cryptol. ePrint Arch. 2017 (2017)
Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay
Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks. AFRICACRYPT (2017)
Alan Jovic, Franjo Jovic
Classification of cardiac arrhythmias based on alphabet entropy of heart rate variability time series. Biomed. Signal Process. Control. 31 (2017)
Alan Jovic, Davor Kukolja, Kresimir Jozic, Mario Cifrek
Use case diagram based scenarios design for a biomedical time-series analysis web platform. MIPRO (2016)
Alan Jovic, Davor Kukolja, Kresimir Jozic, Marko Horvat
A web platform for analysis of multivariate heterogeneous biomedical time-series - A preliminary report. IWSSIP (2016)
Alan Jovic, Davor Kukolja, Kresimir Jozic, Marko Horvat
A web platform for analysis of multivariate heterogeneous biomedical time-series - A preliminary report. IWSSIP (2016)
Alan Jovic, Karla Brkic, Nikola Bogunovic
A review of feature selection methods with applications. MIPRO (2015)
Alan Jovic, Karla Brkic, Nikola Bogunovic
An overview of free software tools for general data mining. MIPRO (2014)
Alan Jovic, Nikola Bogunovic, Marko Cupic
Extension and detailed overview of the HRVFrame framework for heart rate variability analysis. EUROCON (2013)
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) (2013)
Dragan Gamberger, Goran Krstaçic, Alan Jovic
A Novel Way of Integrating Rule-Based Knowledge into a Web Ontology Language Framework. EFMI-STC (2013)
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) (2012)
Alan Jovic, Karla Brkic, Nikola Bogunovic
Decision Tree Ensembles in Biomedical Time-Series Classification. DAGM/OAGM Symposium (2012)
Alan Jovic, Nikola Bogunovic
Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features. Artif. Intell. Medicine 51 (3) (2011)
Alan Jovic, Dragan Gamberger, Goran Krstacic
Heart failure ontology. Bio Algorithms Med Syst. 7 (2) (2011)
Alan Jovic, Nikola Bogunovic
HRVFrame: Java-Based Framework for Feature Extraction from Cardiac Rhythm. AIME (2011)
Alan Jovic, Nikola Bogunovic
Feature set extension for heart rate variability analysis by using non-linear, statistical and geometric measures. ITI (2009)
Alan Jovic, Nikola Bogunovic
Analysis of ECG records using ECG Chaos Extractor platform and Weka system. ITI (2008)
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)
Marin Prcela, Dragan Gamberger, Alan Jovic
Semantic Web Ontology Utilization for Heart Failure Expert System Design. MIE (2008)