Lift Charts-Based Binary Classification in Unsupervised Setting for Concept-Based Retrieval of Emotionally Annotated Images from Affective Multimedia Databases.

[BibT_eX]

[DOI]

Marko Horvat

Alan Jovic

Danko Ivosevic

Inf., 2020

Clinical Decision Support Systems in Practice: Current Status and Challenges.

[BibT_eX]

[DOI]

Proceedings of the 43rd International Convention on Information, 2020

2019

A Systematic Evaluation of Profiling Through Focused Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2019

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

[BibT_eX]

[DOI]

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019

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

[BibT_eX]

[DOI]

Alan Jovic

Karla Brkic

Goran Krstacic

Biomed. Signal Process. Control., 2019

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

[BibT_eX]

[DOI]

Igor Stancin

Alan Jovic

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

2018

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

[BibT_eX]

[DOI]

IEEE Access, 2018

Analyzing the influence of player tracking statistics on winning basketball teams.

[BibT_eX]

[DOI]

Igor Stancin

Alan Jovic

Proceedings of the 41st International Convention on Information and Communication Technology, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 41st International Convention on Information and Communication Technology, 2018

Improving Side-Channel Analysis Through Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Smart Card Research and Advanced Applications, 2018

2017

Profiled SCA with a New Twist: Semi-supervised Learning.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2017

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

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2017

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

[BibT_eX]

[DOI]

Alan Jovic

Franjo Jovic

Biomed. Signal Process. Control., 2017

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

[BibT_eX]

[DOI]

Proceedings of the 40th International Convention on Information and Communication Technology, 2017

Side-channel analysis and machine learning: A practical perspective.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

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

[BibT_eX]

[DOI]

Proceedings of the Progress in Cryptology - AFRICACRYPT 2017, 2017

2016

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

[BibT_eX]

[DOI]

Proceedings of the 39th International Convention on Information and Communication Technology, 2016

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

[BibT_eX]

[DOI]

Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

2015

A review of feature selection methods with applications.

[BibT_eX]

[DOI]

Alan Jovic

Karla Brkic

Nikola Bogunovic

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

2014

An overview of free software tools for general data mining.

[BibT_eX]

[DOI]

Alan Jovic

Karla Brkic

Nikola Bogunovic

Proceedings of the 37th International Convention on Information and Communication Technology, 2014

2013

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

[BibT_eX]

[DOI]

Franjo Jovic

Alan Jovic

Darko Krmpotic

Adv. Eng. Informatics, 2013

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

[BibT_eX]

[DOI]

Alan Jovic

Nikola Bogunovic

Marko Cupic

Proceedings of Eurocon 2013, 2013

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

[BibT_eX]

[DOI]

Dragan Gamberger

Goran Krstaçic

Alan Jovic

Proceedings of the Data and Knowledge for Medical Decision Support, 2013

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.

[BibT_eX]

[DOI]

Alan Jovic

PhD thesis, 2012

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

[BibT_eX]

[DOI]

Alan Jovic

Nikola Bogunovic

Biomed. Signal Process. Control., 2012

Decision Tree Ensembles in Biomedical Time-Series Classification.

[BibT_eX]