Alan Jovic

发表

Dubinska analiza biomedicinskih vremenskih nizova zasnovana na računalnom radnom okviru za izlučivanje značajki

Alan Jovic, 2012 .

Classification of biological signals based on nonlinear features

Nikola Bogunovic, Alan Jovic, N. Bogunovic, 2010, Melecon 2010 - 2010 15th IEEE Mediterranean Electrotechnical Conference.

Extraction of nonlinear features from biomedical time-series using HRVFrame framework

Goran Krstačić, Alan Jovic, Nikola Bogunović, 2012 .

Modeling Prediction using Quacol Algebra in Web-driven Business Environment

Franjo Jović, Alan Jovic, 2007 .

Medical Plans as a Middle Step in Building Heart Failure Expert System

Goran Krstačić, Alan Jovic, Marin Prcela, 2007 .

Decision Tree Ensembles in Biomedical Time-Series Classification

Nikola Bogunovic, Alan Jovic, Karla Brkic, 2012, DAGM/OAGM Symposium.

Semantic Web Ontology Utilization for Heart Failure Expert System Design

Dragan Gamberger, Alan Jovic, Marin Prcela, 2008, MIE.

An overview and comparison of free Python libraries for data mining and big data analysis

Alan Jovic, Igor Stancin, A. Jović, 2019, 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

Extension and detailed overview of the HRVFrame framework for heart rate variability analysis

Nikola Bogunovic, Alan Jovic, Marko Cupic, 2013, Eurocon 2013.

Medical Knowledge Representation within Heartfaid Platform

Antonio Candelieri, Domenico Conforti, Rosita Guido, 2008, HEALTHINF.

Classification of cardiac arrhythmias based on alphabet entropy of heart rate variability time series

Alan Jovic, Franjo Jovic, F. Jovic, 2017, Biomed. Signal Process. Control..

Biomedical time series preprocessing and expert-system based feature extraction in MULTISAB platform

Kresimir Friganovic, Alan Jovic, Davor Kukolja, 2017, 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

Challenges in Designing Software Architectures for Web-Based Biomedical Signal Analysis

Mario Cifrek, Kresimir Friganovic, Alan Jovic, 2018, Medical Big Data and Internet of Medical Things.

Evaluating and comparing performance of feature combinations of heart rate variability measures for cardiac rhythm classification

Nikola Bogunovic, Alan Jovic, N. Bogunovic, 2012, Biomed. Signal Process. Control..

Feature extraction from electroencephalographic records using EEGFrame framework

Nikola Bogunovic, Alan Jovic, Lea Suc, 2013, 2013 36th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

Improving Side-Channel Analysis Through Semi-supervised Learning

Annelie Heuser, Stjepan Picek, Alan Jovic, 2018, CARDIS.

The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations

Annelie Heuser, Shivam Bhasin, Francesco Regazzoni, 2018, IACR Cryptol. ePrint Arch..

Parallelization in biomedical time series analysis web platform: The MULTISAB project experience

Mario Cifrek, Kresimir Friganovic, Alan Jovic, 2018, 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

Analyzing the influence of player tracking statistics on winning basketball teams

Alan Jovic, Igor Stancin, 2018, 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

Detection of congestive heart failure from short-term heart rate variability segments using hybrid feature selection approach

Alan Jovic, Karla Brkic, Goran Krstacic, 2019, Biomed. Signal Process. Control..

Quality control engineering in automated ceramic tile production using a signal information content approach

Alan Jovic, Franjo Jovic, Darko Krmpotic, 2013, Adv. Eng. Informatics.

A Novel Way of Integrating Rule-Based Knowledge into a Web Ontology Language Framework

Dragan Gamberger, Alan Jovic, Goran Krstaçic, 2013, EFMI-STC.

MULTISAB: A Web Platform for Analysis of Multivariate Heterogeneous Biomedical Time-Series

Mario Cifrek, Kresimir Friganovic, Alan Jovic, 2019 .

Optimizing the Detection of Characteristic Waves in ECG Based on Processing Methods Combinations

Mario Cifrek, Kresimir Friganovic, Alan Jovic, 2018, IEEE Access.

MULTISAB project: a web platform based on specialized frameworks for heterogeneous biomedical time series analysis - an architectural overview

Mario Cifrek, Kresimir Friganovic, Alan Jovic, 2017 .

Model vrednovanja sedmoboja upotrebom sive relacijske analize

Ninoslav Slavek, Alan Jovic, 2012 .

Analysis of ECG records using ECG Chaos Extractor platform and Weka system

Nikola Bogunovic, Alan Jovic, N. Bogunovic, 2008, ITI 2008 - 30th International Conference on Information Technology Interfaces.

Feature set extension for heart rate variability analysis by using non-linear, statistical and geometric measures

Nikola Bogunovic, Alan Jovic, N. Bogunovic, 2009, Proceedings of the ITI 2009 31st International Conference on Information Technology Interfaces.

Software Engineering Processes

Marko Horvat, Alan Jovic, Nikolina Frid, 2014 .

Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks

Axel Legay, Annelie Heuser, Stjepan Picek, 2017, AFRICACRYPT.

A web platform for analysis of multivariate heterogeneous biomedical time-series — A preliminary report

Marko Horvat, Alan Jovic, Davor Kukolja, 2016, 2016 International Conference on Systems, Signals and Image Processing (IWSSIP).

Profiled SCA with a New Twist: Semi-supervised Learning

Axel Legay, Annelie Heuser, Stjepan Picek, 2017, IACR Cryptol. ePrint Arch..

Clinical Decision Support Systems in Practice: Current Status and Challenges

Mario Cifrek, Alan Jovic, Krešimir Friganović, 2020, 2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO).

On the Relevance of Feature Selection for Profiled Side-channel Attacks

Axel Legay, Annelie Heuser, Stjepan Picek, 2017 .

Heptathlon evaluation model using Grey system theory

Ninoslav Slavek, Alan Jovic, 2012 .

Heart failure ontology

Dragan Gamberger, Alan Jovic, Goran Krstacic, 2011, Bio Algorithms Med Syst..

Use case diagram based scenarios design for a biomedical time-series analysis web platform

Mario Cifrek, Alan Jovic, Davor Kukolja, 2016, 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features

Nikola Bogunovic, Alan Jovic, N. Bogunovic, 2011, Artif. Intell. Medicine.

Side-channel analysis and machine learning: A practical perspective

Sylvain Guilley, Nele Mentens, Annelie Heuser, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Information impactogram application for fast detection of temperature instability zone of a two-channel ceramic roller kiln

Franjo Jović, Alan Jovic, Darko Krmpotić, 2015 .

Evaluation of Grey Prediction Method of Energy Consumption

Franjo Jović, Alan Jovic, Darko Krmpotić, 2005 .

UML diagrams: Workbook and Solved Exercises

Marko Horvat, Alan Jovic, Igor Grudenić, 2014 .

The secrets of profiling for side-channel analysis: feature selection matters

Axel Legay, Lejla Batina, Annelie Heuser, 2017, IACR Cryptol. ePrint Arch..