Pristupačnost
- List of select publications
- Biography
- Teaching
- Research areas
- Professional memberships
- Personal data
- List of select projects
- A. Jovic, K. Brkic, G. Krstacic, Detection of congestive heart failure from short-term heart rate variability segments using hybrid feature selection approach.Biomedical Signal Processing and Control, 53:101583, 2019.
- A. Jovic, F. Jovic, Classification of cardiac arrhythmias based on alphabet entropy of heart rate variability time series. Biomedical Signal Processing and Control, 31:217-230, 2017.
- F. Jovic, A. Jovic, D. Krmpotic Quality control engineering in automated ceramic tile production using a signal information content approach. Advanced Engineering Informatics, 27(1):93-107, 2013.
- A. Jovic, N. Bogunovic, Evaluating and Comparing Performance of Feature Combinations of Heart Rate Variability Measures for Cardiac Rhythm Classification. Biomedical Signal Processing and Control, 7:245–255, 2012.
- A. Jovic, N. Bogunovic, Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features. Artificial Intelligence in Medicine, 51:175-186, 2011.
Biography
Alan Jović was born on September 24th, 1982 in Zagreb, Croatia. He graduated with a degree in computer science at the University of Zagreb, Faculty of Electrical Engineering and Computing (FER) on July 13th 2006. He received his Ph.D. at FER on April 20th, 2012, with the topic: "Data mining of biomedical time series based on computer framework for feature extraction." During his doctoral studies, he attended two seminars abroad: in Leuvenu, Belgium, 2007, and in Marktoberdorf, Germany, 2008. He worked as expert assistant at the Institute Rudjer Boskovic, Zagreb (09/16 - 03/17), as assistant at FER, department ZEMRIS (04/07 - 04/12), as senior assistant at FER, ZEMRIS (05/12 - 5/16), as assistant professor (06/16 - 03/2020), and as associate professor (04/2020 till today).
He received awards and acknowledgments: TopPicks 2021 acknowledgment by IEEE Hardware Security and Trust Technical Committee for a scientific paper, "Vera Johanides" award for young scientist, awarded by Croatian Academy of Engineering for year 2016, "Josip Lončar" silver plaque for particularly successful doctoral dissertation and scientific work in ac. year 2011/2012, awarded by FER; and award for 2nd place in the young investigator category at MEDICON 2010 conference, awarded by IFMBE.
He participated in an international project (European FP6 project "HEARTFAID", Institute Rudjer Boskovic) and in a Croatian Ministry of Science project ("Computer environments for ubiquituous distributed systems", FER). He was the principal investigator of Croatian Foundation for Science early career project "A software system for parallel analysis of multiple heterogeneous time series with application in biomedicine", MULTISAB. (2015.-2018.). He was principle investigator on two national industrial projects and collaborator on three national industry projects, two of which are in progress (IRI-I and IRI-II financing).
He received Croatian scientific title of scienfic advisor in the area of technical sciences, the field of computer science on Feb. 4, 2022. According to currently valid Croatian scientific categorization, he is the author of 24 papers in A-grade journals (CC, SCI, SCI-E, ESCI), 3 scientific book chapters, 2 papers in other journals and 44 papers in proceedings of international conferences, out of which he personally presented 13 papers. He currently has: 883 citations in WoS Core Collection (h-index 14), 1369 citations in Scopus (h-index 15), and 2296 citations in Google Scholar (h-index 19) databases. He reviewed more than 150 papers for international journals and conferences.
He is Editor-in-Chief of the scientific journal "CIT. Journal of Computing and Information Technology" from 01/2023. He was a program committee member for several international conferences and has held several invited lectures. He is a member of the organizing committee of the international ICT convention MIPRO as well as conference chair of MIPRO's "Artificial Intelligence Systems" conference. He is a member of IEEE, EMBS and MIPRO organizations.
He held courses (laboratory exercises and teaching) as assistant and senior assistant from 2007 till today at FER. He held 5 courses in graduate and 2 courses in undergraduate studies and introduced 5 new courses in the FER-3 program. He is an author of 1 book and 1 teaching script. He was a supervisor of graduate and undergraduate students.
He is a co-inventor of 1 Croatian patent: "Kontrola kvalitete automatizirane obročne proizvodnje upotrebom proširene teselacijske entropije procesnih signala." (in English: "Quality control in automatic batch production using expanded tessellation entropy of process signals"). He participated in several industrial projects in the field of data mining.
His professional areas of interest include: knowledge discovery in datasets (data mining), application of computing in medicine and knowledge representation in computer systems.
He speaks Croatian (maternal), English (~C1), German (~B1) and French (~B1).
Teaching
University undergraduate
- Software Engineering (Lecturer in charge)
- Software Engineering (Lecturer in charge)
- BSc Thesis (Lectures)
- BSc Thesis (Lectures)
- BSc Thesis (Lectures)
- Final BSc Thesis (Lectures)
- Project C (Lectures)
- Software Design Project (Lectures)
- Software Design Project (Lectures)
University graduate
- Data Mining (Lecturer in charge)
- Data Mining (Lecturer in charge)
- Expert Systems (Lecturer in charge)
- Formal Software Verification (Lecturer in charge)
- Introduction to Data Science (Lecturer in charge)
- Introduction to Data Science (Lecturer in charge)
- Laboratory of Computer Science 2 (Lecturer in charge)
- Graduation Thesis (Lectures)
- Graduation Thesis (Lectures)
- Laboratory of Telecommunication and Informatics 2 (Lecturers)
- Project (Lectures)
- Project (Lectures)
- Project (Lectures)
- Seminar 1 (Lectures)
- Seminar 2 (Lectures)
Postgraduate doctoral study programme
- Knowledge discovery in data sets (Lecturer in charge)
- Knowledge representation in information systems (Lecturer in charge)
Competences
-
Computational and artificial intelligence
Artificial intelligence Decision support systems Expert systems Knowledge engineering Knowledge acquisition Knowledge discovery Knowledge representation Learning (artificial intelligence) Machine learning Boosting Dimensionality reduction Statistical learning Prediction methods Predictive models Computational intelligence Computational complexity Concurrent computing Support vector machines Machine intelligence Pattern analysis Neural networks Artificial neural networks Feedforward neural networks Multilayer perceptrons -
Computers and information processing
Data engineering Data analysis Data collection Data preprocessing Pattern recognition Clustering methods Data mining Association rules Computer aided software engineering Formal verification Software architecture Client-server systems Representational state transfer Software libraries -
Engineering in medicine and biology
Biomedical computing Biomedical informatics Medical expert systems Biomedical engineering Biomedical signal processing -
Mathematics
Nonlinear systems Chaos Complexity theory Nonlinear dynamical systems Forecasting Economic forecasting Fourier transforms Discrete Fourier transforms Fast Fourier transforms -
Systems engineering and theory
Requirements engineering System validation System testing Model checking System verification System testing Model checking -
Computational and artificial intelligence
Artificial intelligence Decision support systems Expert systems Knowledge engineering Knowledge acquisition Knowledge discovery Knowledge representation Learning (artificial intelligence) Machine learning Boosting Dimensionality reduction Statistical learning Prediction methods Predictive models Computational intelligence Computational complexity Concurrent computing Support vector machines Machine intelligence Pattern analysis Neural networks Artificial neural networks Feedforward neural networks Multilayer perceptrons -
Computers and information processing
Data engineering Data analysis Data collection Data preprocessing Pattern recognition Clustering methods Data mining Association rules Computer aided software engineering Formal verification Software architecture Client-server systems Representational state transfer Software libraries -
Mathematics
Nonlinear systems Chaos Complexity theory Nonlinear dynamical systems Forecasting Economic forecasting Fourier transforms Discrete Fourier transforms Fast Fourier transforms -
Systems engineering and theory
Requirements engineering System validation System testing Model checking System verification System testing Model checking
Professional memberships
- IEEE member
- IEEE EMBS member
Personal data
List of select projects
- 2020-2023 Industrial research (IRI-II) project "Platform for intelligent and energy efficient control of industrial IoT devices", FER - KONČAR - Elektronika i informatika d.d., principal investigator
- 2019-2021 Industrial project "Inteligent data analysis of basic retail portfolio," FER - CROATIA osiguranje, d.d. insurance company, principal investigator
- 2018-2021 Industrial research (IRI) project "Research and development of a system for detection of fatigue and distraction in drivers - DFDM", FER - Xylon d.o.o., collaborator
- 2015-2018 Scientific project "A software system for parallel analysis of multiple heterogeneous time series with application in biomedicine", MULTISAB, early career project of Croatian Science Foundation (in Croatian), principal investigator
- 2006-2007 EU FP6 research project Heartfaid, reseacher