Artificial intelligence and intelligent systems
V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...
Computational intelligence is a study of stochastic search, optimization and learning methods, inspired by natural systems. Research in this area at the JSI Department of Intelligent Systems focuses on evolutionary computation and optimization. We study evolutionary algorithms for multiobjective optimization, their enhancement through parallel computing and surrogate models, constraint handling in multiobjective optimization, visualization of optimization results, and optimization algorithm benchmarking.
Our research findings and developed algorithms represent a basis for applications in diverse areas including:
V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...
A. Vodopija (Supervised by B. Filipič) Within the doctoral research project, we aim at characterizing constrained continuous multiobjective optimization problems...
B. Filipič, T. Tušar, A. Vodopija, J. Cork This applied project deals with simulation-based optimization in electric motor design. The...
B. Filipič, T. Tušar, A. Vodopija, A. Andova
T. Tušar, A. Vodopija We collaborated with the Department of Knowledge Technologies and the Senso4s d.o.o. company in designing a...
B. Filipič, T. Tušar, A. Vodopija Scheduling of field work entails solving a demanding routing and scheduling problem. We assist...
B. Filipič, T. Tušar, A. Vodopija This is a bilateral, Slovenian-German project carried out together with the Institute for Data...
B. Filipič, E. Dovgan A project in collaboration with the MPT company
B. Filipič, E. Dovgan A project in collaboration with the Plamtex INT company
T. Tušar, E. Dovgan The goal of the TOPP (Transparent design of optimal underground connections for smart cities using artificial intelligence...
B. Filipič, T. Tušar In collaboration with the INEA company we developed optimization support for scheduling of flexible offers for...
B. Filipič. Zupančič, T. Tušar In this applied project, a simulation-based multiobjective optimization software was developed to support continuous casting...
T. Tušar, B. Naujoks The Job Market is a GECCO event (organized every year since 2017) where people offering jobs...
D. Brockhoff, T. Tušar In this tutorial, we discuss the past and future of benchmarking multiobjective optimizers. In particular, we...
B. Filipič, A. Vodopija This tutorial provides an overview of the state of the art in constraint handling in multiobjective...
B. Filipič, T. Tušar This tutorial provides an overview of representative methods used in multiobjective optimization for visualizing: (1) individual...
B. Filipič This tutorial presents the challenges faced and lessons learned in designing evolutionary algorithms for industrial optimization problems that...
B. Filipič, T. Tušar The 13th International Conference on Parallel Problem Solving from Nature, PPSN 2014, was co-organized by the...
Aljoša Vodopija, Jörg Stork, Thomas Bartz-Beielstein, Bogdan Filipič
Elevator group control as a constrained multiobjective optimization problem Journal Article
In: Applied soft computing, vol. vol. 115, pp. str. 108277-1-108277-14, 2022.
BibTeX | Links:
@article{COBISS.SI-ID:90906627,
title = {Elevator group control as a constrained multiobjective optimization problem},
author = {Aljoša Vodopija and Jörg Stork and Thomas Bartz-Beielstein and Bogdan Filipič},
doi = {10.1016/j.asoc.2021.108277},
year = {2022},
date = {2022-01-01},
journal = {Applied soft computing},
volume = {vol. 115},
pages = {str. 108277-1-108277-14},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Marko Bohanec, Aljoša Vodopija, Mitja Luštrek, others
HeartMan DSS : a decision support system for self-management of congestive heart failure Journal Article
In: Expert systems with applications, vol. vol. 186, pp. str. 115688-1-115688-13, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:77871107,
title = {HeartMan DSS : a decision support system for self-management of congestive heart failure},
author = {Marko Bohanec and Aljoša Vodopija and Mitja Luštrek and others},
doi = {10.1016/j.eswa.2021.115688},
year = {2021},
date = {2021-01-01},
journal = {Expert systems with applications},
volume = {vol. 186},
pages = {str. 115688-1-115688-13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Mitja Luštrek, Marko Bohanec, Erik Dovgan, Jure Lampe, Miha Mlakar, Gašper Slapničar, Jakob Valič, Aljoša Vodopija, others
A personal health system for self-management of congestive heart failure (HeartMan) : development, technical evaluation, and proof-of-concept randomized controlled trial Journal Article
In: JMIR medical informatics, vol. vol. 9, no. iss. 3, pp. 19 str., 2021.
BibTeX | Links:
@article{COBISS.SI-ID:54873347,
title = {A personal health system for self-management of congestive heart failure (HeartMan) : development, technical evaluation, and proof-of-concept randomized controlled trial},
author = {Mitja Luštrek and Marko Bohanec and Erik Dovgan and Jure Lampe and Miha Mlakar and Gašper Slapničar and Jakob Valič and Aljoša Vodopija and others},
doi = {10.2196/24501},
year = {2021},
date = {2021-01-01},
journal = {JMIR medical informatics},
volume = {vol. 9},
number = {iss. 3},
pages = {19 str.},
keywords = {},
pubstate = {published},
tppubtype = {article}
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Els Clays, Mitja Luštrek, Marko Bohanec, Jakob Valič, Aljoša Vodopija, others
Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure Journal Article
In: Scientific reports, vol. vol. 11, pp. str. 5663-1-5663-10, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:54870787,
title = {Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure},
author = {Els Clays and Mitja Luštrek and Marko Bohanec and Jakob Valič and Aljoša Vodopija and others},
doi = {10.1038/s41598-021-84920-4},
year = {2021},
date = {2021-01-01},
journal = {Scientific reports},
volume = {vol. 11},
pages = {str. 5663-1-5663-10},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tušar
Using well-understood single-objective functions in multiobjective black-box optimization test suites Journal Article
In: Evolutionary computation, pp. 29 str., 2021.
BibTeX | Links:
@article{COBISS.SI-ID:83048195,
title = {Using well-understood single-objective functions in multiobjective black-box optimization test suites},
author = {Dimo Brockhoff and Anne Auger and Nikolaus Hansen and Tea Tušar},
doi = {10.1162/evco_a_00298},
year = {2021},
date = {2021-01-01},
journal = {Evolutionary computation},
pages = {29 str.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Valentin Koblar, Bogdan Filipič
Evolutionary design of a system for online surface roughness measurements Journal Article
In: Mathematics, vol. vol. 9, no. no. 16, pp. str. 1904-1-1904-18, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:73916419,
title = {Evolutionary design of a system for online surface roughness measurements},
author = {Valentin Koblar and Bogdan Filipič},
doi = {10.3390/math9161904},
year = {2021},
date = {2021-01-01},
journal = {Mathematics},
volume = {vol. 9},
number = {no. 16},
pages = {str. 1904-1-1904-18},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Andrejaana Andova, Bogdan Filipič
Some experimental results in evolutionary multitasking Inproceedings
In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 11-14, Institut "Jožef Stefan", Ljubljana, 2021.
@inproceedings{COBISS.SI-ID:86269955,
title = {Some experimental results in evolutionary multitasking},
author = {Andrejaana Andova and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
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date = {2021-01-01},
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Mitja Luštrek, Nina Reščič, Vito Janko, David Susič, Carlo De Masi, Aljoša Vodopija, Matej Marinkovič, Tea Tušar, Erik Dovgan, Matej Cigale, Anton Gradišek, Matjaž Gams
Napovedovanje trendov in optimiziranje ukrepov v boju proti pandemiji COVID-19 : Tekmovanje XPRIZE in naslednji koraki : Forecasting trends and optimizing the intervention plans against the COVID-19 pandemic: The XPRIZE competition and beyond Inproceedings
In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 52-55, Institut "Jožef Stefan", Ljubljana, 2021.
@inproceedings{COBISS.SI-ID:86439683,
title = {Napovedovanje trendov in optimiziranje ukrepov v boju proti pandemiji COVID-19 : Tekmovanje XPRIZE in naslednji koraki : Forecasting trends and optimizing the intervention plans against the COVID-19 pandemic: The XPRIZE competition and beyond},
author = {Mitja Luštrek and Nina Reščič and Vito Janko and David Susič and Carlo De Masi and Aljoša Vodopija and Matej Marinkovič and Tea Tušar and Erik Dovgan and Matej Cigale and Anton Gradišek and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D},
pages = {str. 52-55},
publisher = {Institut "Jožef Stefan"},
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Nina Reščič, Vito Janko, David Susič, Carlo De Masi, Aljoša Vodopija, Matej Marinko, Tea Tušar, Erik Dovgan, Matej Cigale, Anton Gradišek, Matjaž Gams, Mitja Luštrek
Finding efficient intervention plans against Covid-19 : second place at the XPRIZE Pandemic Response Challenge Inproceedings
In: Marija Kalendar (Ed.): XV International Conference ETAI 2021 : 23-24 September, online Conference = 23-24 Septembri 2021, virtualna konferencija : zbornik na trudovi = conference proceedings, pp. str. 139-143, ETAI Society of Macedonia, Skopje, 2021.
@inproceedings{COBISS.SI-ID:83629571,
title = {Finding efficient intervention plans against Covid-19 : second place at the XPRIZE Pandemic Response Challenge},
author = {Nina Reščič and Vito Janko and David Susič and Carlo De Masi and Aljoša Vodopija and Matej Marinko and Tea Tušar and Erik Dovgan and Matej Cigale and Anton Gradišek and Matjaž Gams and Mitja Luštrek},
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year = {2021},
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Aljoša Vodopija, Beate Breiderhoff, Boris Naujoks, Bogdan Filipič
Design of cyclone dust separators : a constrained multiobjective optimization perspective Inproceedings
In: 2021 IEEE Congress on Evolutionary Computation, IEEE CEC 2021, June 28th and July 1st 2021, Kraków, Poland, pp. str. 1983-1990, IEEE = Institute of Electrical and Electronics Engineers, Piscataway, 2021.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:73917187,
title = {Design of cyclone dust separators : a constrained multiobjective optimization perspective},
author = {Aljoša Vodopija and Beate Breiderhoff and Boris Naujoks and Bogdan Filipič},
doi = {10.1109/CEC45853.2021.9504991},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE Congress on Evolutionary Computation, IEEE CEC 2021, June 28th and July 1st 2021, Kraków, Poland},
pages = {str. 1983-1990},
publisher = {IEEE = Institute of Electrical and Electronics Engineers},
address = {Piscataway},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Vito Janko, Nina Reščič, Tea Tušar, Mitja Luštrek, Matjaž Gams
What-if analysis of countermeasures against COVID-19 in November 2020 in Slovenia Inproceedings
In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 42-45, Institut "Jožef Stefan", Ljubljana, 2021.
@inproceedings{COBISS.SI-ID:86432259,
title = {What-if analysis of countermeasures against COVID-19 in November 2020 in Slovenia},
author = {Vito Janko and Nina Reščič and Tea Tušar and Mitja Luštrek and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D},
pages = {str. 42-45},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
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Aljoša Vodopija, Tea Tušar, Bogdan Filipič
Analyzing the diversity of constrained multiobjective optimization test suites Inproceedings
In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 51-54, Institut "Jožef Stefan", Ljubljana, 2021.
@inproceedings{COBISS.SI-ID:86368771,
title = {Analyzing the diversity of constrained multiobjective optimization test suites},
author = {Aljoša Vodopija and Tea Tušar and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2021},
date = {2021-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A},
pages = {str. 51-54},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
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Konstantinos Varelas, Ouassim Ait El Hara, Dimo Brockhoff, Nikolaus Hansen, Duc Manh Nguyen, Tea Tušar, Anne Auger
Benchmarking large-scale continuous optimizers : the bbob-largescale testbed, a COCO software guide and beyond Journal Article
In: Applied soft computing, vol. vol. 97, no. part a, pp. str. 106737-1-106737-13, 2020.
BibTeX | Links:
@article{COBISS.SI-ID:31431427,
title = {Benchmarking large-scale continuous optimizers : the bbob-largescale testbed, a COCO software guide and beyond},
author = {Konstantinos Varelas and Ouassim Ait El Hara and Dimo Brockhoff and Nikolaus Hansen and Duc Manh Nguyen and Tea Tušar and Anne Auger},
doi = {10.1016/j.asoc.2020.106737},
year = {2020},
date = {2020-01-01},
journal = {Applied soft computing},
volume = {vol. 97},
number = {part a},
pages = {str. 106737-1-106737-13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Jernej Zupančič, Bogdan Filipič, Matjaž Gams
Genetic-programming-based multi-objective optimization of strategies for home energy-management systems Journal Article
In: Energy, vol. vol. 203, pp. str. 117769-1-117769-15, 2020.
BibTeX | Links:
@article{COBISS.SI-ID:16883203,
title = {Genetic-programming-based multi-objective optimization of strategies for home energy-management systems},
author = {Jernej Zupančič and Bogdan Filipič and Matjaž Gams},
doi = {10.1016/j.energy.2020.117769},
year = {2020},
date = {2020-01-01},
journal = {Energy},
volume = {vol. 203},
pages = {str. 117769-1-117769-15},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Hernan Aguirre, Tanaka Kiyoshi, Tea Tušar, Bogdan Filipič
Optimization and visualization in many-objective space trajectory design Incollection
In: Thomas Bartz-Beielstein, Bogdan Filipič, Peter Korošec (Ed.): High-performance simulation-based optimization, pp. str. 93-112, Springer, Cham, 2020.
@incollection{COBISS.SI-ID:32412711,
title = {Optimization and visualization in many-objective space trajectory design},
author = {Hernan Aguirre and Tanaka Kiyoshi and Tea Tušar and Bogdan Filipič},
editor = {Thomas Bartz-Beielstein and Bogdan Filipič and Peter Korošec},
year = {2020},
date = {2020-01-01},
booktitle = {High-performance simulation-based optimization},
pages = {str. 93-112},
publisher = {Springer},
address = {Cham},
series = {Studies in computational intelligence, vol. 833},
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Jörg Stork, Martina Friese, Martin Zaefferer, Thomas Bartz-Beielstein, Andreas Fischbach, Beate Breiderhoff, Boris Naujoks, Tea Tušar
Open issues in surrogate-assisted optimization Incollection
In: Thomas Bartz-Beielstein, Bogdan Filipič, Peter Korošec (Ed.): High-performance simulation-based optimization, pp. str. 225-244, Springer, Cham, 2020.
@incollection{COBISS.SI-ID:32412967,
title = {Open issues in surrogate-assisted optimization},
author = {Jörg Stork and Martina Friese and Martin Zaefferer and Thomas Bartz-Beielstein and Andreas Fischbach and Beate Breiderhoff and Boris Naujoks and Tea Tušar},
editor = {Thomas Bartz-Beielstein and Bogdan Filipič and Peter Korošec},
year = {2020},
date = {2020-01-01},
booktitle = {High-performance simulation-based optimization},
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Andraž Levstek, Darja Silan, Aljoša Vodopija
Analiza glasu kot diagnostična metoda za odkrivanje Parkinsonove bolezni = Speech anlysis as a diagnostic method for the detection of Parkinson's disease Inproceedings
In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 59-62, Institut "Jožef Stefan", Ljubljana, 2020.
@inproceedings{COBISS.SI-ID:34339075,
title = {Analiza glasu kot diagnostična metoda za odkrivanje Parkinsonove bolezni = Speech anlysis as a diagnostic method for the detection of Parkinson's disease},
author = {Andraž Levstek and Darja Silan and Aljoša Vodopija},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
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publisher = {Institut "Jožef Stefan"},
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Andrejaana Andova, Stefano Bromuri, Mitja Luštrek
Using Mozilla's DeepSpeech to improve speech emotion recognition Inproceedings
In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 7-10, Institut "Jožef Stefan", Ljubljana, 2020.
@inproceedings{COBISS.SI-ID:34222339,
title = {Using Mozilla's DeepSpeech to improve speech emotion recognition},
author = {Andrejaana Andova and Stefano Bromuri and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
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publisher = {Institut "Jožef Stefan"},
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Stefan Kalabakov, Simon Stankoski, Nina Reščič, Ivana Kiprijanovska, Andrejaana Andova, Clement Picard, Vito Janko, Martin Gjoreski, Mitja Luštrek
Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning Inproceedings
In: UbiComp/ISWC '20 adjunct : proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers : September 12-17, 2020 : September 12-17, 2020, pp. str. 323-328, ACM = The Association for Computing Machinery, New York, New York, 2020.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:33234435,
title = {Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning},
author = {Stefan Kalabakov and Simon Stankoski and Nina Reščič and Ivana Kiprijanovska and Andrejaana Andova and Clement Picard and Vito Janko and Martin Gjoreski and Mitja Luštrek},
doi = {10.1145/3410530.3414848},
year = {2020},
date = {2020-01-01},
booktitle = {UbiComp/ISWC '20 adjunct : proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers : September 12-17, 2020 : September 12-17, 2020},
pages = {str. 323-328},
publisher = {ACM = The Association for Computing Machinery},
address = {New York, New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Erik Dovgan, Bogdan Filipič
Semantic feature selection for AI-based estimation of operation durations in individualized tool manufacturing Inproceedings
In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 19-22, Institut "Jožef Stefan", Ljubljana, 2020.
@inproceedings{COBISS.SI-ID:34225667,
title = {Semantic feature selection for AI-based estimation of operation durations in individualized tool manufacturing},
author = {Erik Dovgan and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
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Tea Tušar
Interaktivna vizualizacija proračuna Republike Slovenije s Sankeyevim diagramom = Interactive visualization of the Slovenian budget with the Sankey diagram Inproceedings
In: Veljko Pejović, Matjaž Kljun, Vida Groznik, Domen Šoberl, Klen Čopič Pucihar, Bojan Blažica, Jure Žabkar, Matevž Pesek, Jože Guna, Simon Kolmanič (Ed.): Interakcija človek-računalnik v informacijski družbi = Human-Computer Interaction in Information Society : 7. oktober 2020, 7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek H = volume H, pp. str. 9-12, Institut "Jožef Stefan", Ljubljana, 2020.
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Aljoša Vodopija, Vito Janko, Mitja Luštrek, Bogdan Filipič
Constrained multiobjective optimization for the design of energy-efficient context recognition systems Inproceedings
In: Bogdan Filipič, Edmondo Minisci, Massimiliano Vasile (Ed.): Bioinspired optimization methods and their applications : 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19-20, 2020, pp. str. 308-320, Springer, Cham, 2020.
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Andrejaana Andova, Clarissa P. C. Gomes, Mitja Luštrek, Behalf EU-CardioRNA COST Action (CA17129)
Catalyzing transcriptomics research in cardiovascular disease : the CardioRNA COST action CA17129 Journal Article
In: Non-coding RNA, vol. vol. 5, no. no 2, pp. str. 31-1-31-13, 2019.
BibTeX | Links:
@article{COBISS.SI-ID:32249895,
title = {Catalyzing transcriptomics research in cardiovascular disease : the CardioRNA COST action CA17129},
author = {Andrejaana Andova and Clarissa P. C. Gomes and Mitja Luštrek and Behalf EU-CardioRNA COST Action (CA17129)},
doi = {10.3390/ncrna5020031},
year = {2019},
date = {2019-01-01},
journal = {Non-coding RNA},
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Erik Dovgan, Matjaž Gams, Bogdan Filipič
A real-time multiobjective optimization algorithm for discovering driving strategies Journal Article
In: Transportation science, vol. vol. 53, no. no. 3, pp. str. 695-707, 2019.
BibTeX | Links:
@article{COBISS.SI-ID:32344103,
title = {A real-time multiobjective optimization algorithm for discovering driving strategies},
author = {Erik Dovgan and Matjaž Gams and Bogdan Filipič},
doi = {10.1287/trsc.2018.0872},
year = {2019},
date = {2019-01-01},
journal = {Transportation science},
volume = {vol. 53},
number = {no. 3},
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Miha Hafner, David Rajšter, Marko Žibert, Ulrich Zorin, Bernard Ženko, Tea Tušar
New optimization and decision support technologies in tunnel design, operation and traffic management Inproceedings
In: Angelo Žigon (Ed.): Zbornik referatov = Proceedings, pp. str. 37-49, Slovensko društvo za podzemne gradnje, = Slovenian Society for Underground Structures, Ljubljana, 2019.
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Andrejaana Andova, Mitja Luštrek
Five attempts at cross-dataset speech emotion recognition Inproceedings
In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 81-84, Institut "Jožef Stefan", Ljubljana, 2019.
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Vanessa Volz, Boris Naujoks, Pascal Kerschke, Tea Tušar
Single- and multi-objective game-benchmark for evolutionary algorithms Inproceedings
In: Manuel López-Ibáñez (Ed.): GECCO '19 : Proceedings of the Genetic and Evolutionary Computation Conference Prague, Czech Republic - July 13 - 17, 2019, pp. str. 647-655, ACM = Association for Computing Machinery, New York, 2019.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:32547623,
title = {Single- and multi-objective game-benchmark for evolutionary algorithms},
author = {Vanessa Volz and Boris Naujoks and Pascal Kerschke and Tea Tušar},
editor = {Manuel López-Ibáñez},
doi = {10.1145/3321707.3321805},
year = {2019},
date = {2019-01-01},
booktitle = {GECCO '19 : Proceedings of the Genetic and Evolutionary Computation Conference Prague, Czech Republic - July 13 - 17, 2019},
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Andrea De Lorenzo, Eric Medvet, Tea Tušar, Alberto Bartoli
An analysis of dimensionality reduction techniques for visualizing evolution Inproceedings
In: GECCO' 19 : Proceedings of the Genetic and Evolutionary Computation Conference Companion, Prague, Czech Republic - July 13 - 17, 2019, pp. str. 1864-1872, ACM = The Association for Computing Machinery, New York, 2019.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:32547879,
title = {An analysis of dimensionality reduction techniques for visualizing evolution},
author = {Andrea De Lorenzo and Eric Medvet and Tea Tušar and Alberto Bartoli},
doi = {10.1145/3319619.3326868},
year = {2019},
date = {2019-01-01},
booktitle = {GECCO' 19 : Proceedings of the Genetic and Evolutionary Computation Conference Companion, Prague, Czech Republic - July 13 - 17, 2019},
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Tea Tušar, Vanessa Volz, Dimo Brockhoff, Nikolaus Hansen
Handling real-world problems within the COCO platform Inproceedings
In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 37-40, Institut "Jožef Stefan", Ljubljana, 2019.
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date = {2019-01-01},
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Aljoša Vodopija, Akira Oyama, Bogdan Filipič
Ensemble-based constraint handling in multiobjective optimization Inproceedings
In: GECCO' 19 : Proceedings of the Genetic and Evolutionary Computation Conference Companion, Prague, Czech Republic - July 13 - 17, 2019, pp. str. 2072-2075, ACM = The Association for Computing Machinery, New York, 2019.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:32548647,
title = {Ensemble-based constraint handling in multiobjective optimization},
author = {Aljoša Vodopija and Akira Oyama and Bogdan Filipič},
doi = {10.1145/3319619.3326909},
year = {2019},
date = {2019-01-01},
booktitle = {GECCO' 19 : Proceedings of the Genetic and Evolutionary Computation Conference Companion, Prague, Czech Republic - July 13 - 17, 2019},
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Aljoša Vodopija, Bogdan Filipič
CmoPy: Constrained Multiobjective optimization in Python Inproceedings
In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 65-68, Institut "Jožef Stefan", Ljubljana, 2019.
@inproceedings{COBISS.SI-ID:32848423,
title = {CmoPy: Constrained Multiobjective optimization in Python},
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Tea Tušar, Dimo Brockhoff, Nikolaus Hansen
Mixed-integer benchmark problems for single- and bi-objective optimization Inproceedings
In: Manuel López-Ibáñez (Ed.): GECCO '19 : Proceedings of the Genetic and Evolutionary Computation Conference Prague, Czech Republic - July 13 - 17, 2019, pp. str. 718-726, ACM = Association for Computing Machinery, New York, 2019.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:32548135,
title = {Mixed-integer benchmark problems for single- and bi-objective optimization},
author = {Tea Tušar and Dimo Brockhoff and Nikolaus Hansen},
editor = {Manuel López-Ibáñez},
doi = {10.1145/3321707.3321868},
year = {2019},
date = {2019-01-01},
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Miha Hafner, David Rajšter, Marko Žibert, Tea Tušar, Bernard Ženko, Martin Žnidaršič, Flavio Fuart, Daniel Vladušič
Artificial intelligence support for tunnel design in urban areas Inproceedings
In: Daniele Peila, Giulia Viggiani, Celestino Tarcisio (Ed.): Tunnels and underground cities. Engineering and innovation meet archaeology, architecture and art : proceedings of the WTC 2019 ITA-AITES World Tunnel Congress (WTC 2019), May 3-9, 2019, Naples, Italy, pp. str. 1-10, Taylor & Francis, London, New York, 2019.
@inproceedings{COBISS.SI-ID:33018663,
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Dimo Brockhoff, Tea Tušar
Benchmarking algorithms from the platypus framework on the biobjective bbob-biobj testbed Inproceedings
In: GECCO' 19 : Proceedings of the Genetic and Evolutionary Computation Conference Companion, Prague, Czech Republic - July 13 - 17, 2019, pp. str. 1905-1911, ACM = The Association for Computing Machinery, New York, 2019.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:32548391,
title = {Benchmarking algorithms from the platypus framework on the biobjective bbob-biobj testbed},
author = {Dimo Brockhoff and Tea Tušar},
doi = {10.1145/3319619.3326896},
year = {2019},
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Eric Medvet, Marco Virgolin, Mauro Castelli, Peter Bosman, Ivo Gonçalves, Tea Tušar
Unveiling evolutionary algorithm representation with DU maps Journal Article
In: Genetic programming and evolvable machines, vol. vol. 19, no. no. 3, pp. str. 351-389, 2018.
BibTeX | Links:
@article{COBISS.SI-ID:31653671,
title = {Unveiling evolutionary algorithm representation with DU maps},
author = {Eric Medvet and Marco Virgolin and Mauro Castelli and Peter Bosman and Ivo Gonçalves and Tea Tušar},
doi = {10.1007/s10710-018-9332-5},
year = {2018},
date = {2018-01-01},
journal = {Genetic programming and evolvable machines},
volume = {vol. 19},
number = {no. 3},
pages = {str. 351-389},
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Anneleen Baert, Mitja Luštrek, Aljoša Vodopija, Marko Bohanec, On consortium
A personal decision support system for heart failure management (HeartMan) : study protocol of the HeartMan randomized controlled trial Journal Article
In: BMC cardiovascular disorders, vol. vol. 18, pp. str. 186-1-186-9, 2018.
BibTeX | Links:
@article{COBISS.SI-ID:31739687,
title = {A personal decision support system for heart failure management (HeartMan) : study protocol of the HeartMan randomized controlled trial},
author = {Anneleen Baert and Mitja Luštrek and Aljoša Vodopija and Marko Bohanec and On consortium},
doi = {10.1186/s12872-018-0921-2},
year = {2018},
date = {2018-01-01},
journal = {BMC cardiovascular disorders},
volume = {vol. 18},
pages = {str. 186-1-186-9},
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Beate Breiderhoff, Boris Naujoks, Thomas Bartz-Beielstein, Bogdan Filipič
Expensive optimisation exemplified by ECG simulator parameter tuning Inproceedings
In: Bogdan Filipič, Thomas Bartz-Beielstein (Ed.): Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek D = International Conference on High-Performance Optimization in Industry, HPOI 2018 : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume D, pp. str. 15-18, Institut "Jožef Stefan", Ljubljana, 2018.
@inproceedings{COBISS.SI-ID:31875111,
title = {Expensive optimisation exemplified by ECG simulator parameter tuning},
author = {Beate Breiderhoff and Boris Naujoks and Thomas Bartz-Beielstein and Bogdan Filipič},
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Gašper Slapničar, Andrejaana Andova, Erik Dovgan, Mitja Luštrek
Reconstructing PPG signal from video recordings Inproceedings
In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume A, pp. str. 9-12, Institut "Jožef Stefan", Ljubljana, 2018.
@inproceedings{COBISS.SI-ID:31857447,
title = {Reconstructing PPG signal from video recordings},
author = {Gašper Slapničar and Andrejaana Andova and Erik Dovgan and Mitja Luštrek},
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Erik Dovgan, Jaka Sodnik, Bogdan Filipič
Optimization of end-to-end deep learning for obtaining human-like driving models Inproceedings
In: Bogdan Filipič, Thomas Bartz-Beielstein (Ed.): Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek D = International Conference on High-Performance Optimization in Industry, HPOI 2018 : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume D, pp. str. 27-30, Institut "Jožef Stefan", Ljubljana, 2018.
@inproceedings{COBISS.SI-ID:31870759,
title = {Optimization of end-to-end deep learning for obtaining human-like driving models},
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Taishi Ito, Miyako Sagawa, Hernan Aguirre, Tanaka Kiyoshi, Bogdan Filipič, Arnaud Liefooghe, Bilel Derbel, Sebastien Verel
Selection of variables for recombination on an optimization problem with constraints Inproceedings
In: 12th Symposium on Evolutionary Computation 2018, 8-9 December 2018, Fukuoka City, Japan : proceedings, pp. str. 262-269, Japanese Society of Evolutionary Computation, Tokyo, 2018.
@inproceedings{COBISS.SI-ID:32578855,
title = {Selection of variables for recombination on an optimization problem with constraints},
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Bogdan Filipič, Tea Tušar
A taxonomy of methods for visualizing Pareto front approximations Inproceedings
In: GECCO 2018, the Genetic and Evolutionary Computation Conference [a recombination of the 27th International Conference on Genetic Algorithms (ICGA) and the 23rd Annual Genetic Programming Conference (GP)], July 15th - 19th 2018, Kyoto, Japan, pp. str. 649-656, ACM = Association for Computing Machinery, New York, 2018.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:31727143,
title = {A taxonomy of methods for visualizing Pareto front approximations},
author = {Bogdan Filipič and Tea Tušar},
doi = {10.1145/3205455.3205607},
year = {2018},
date = {2018-01-01},
booktitle = {GECCO 2018, the Genetic and Evolutionary Computation Conference [a recombination of the 27th International Conference on Genetic Algorithms (ICGA) and the 23rd Annual Genetic Programming Conference (GP)], July 15th - 19th 2018, Kyoto, Japan},
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Aljoša Vodopija, Tea Tušar, Bogdan Filipič
Comparing black-box differential evolution and classic differential evolution Inproceedings
In: GECCO 2018, the Genetic and Evolutionary Computation Conference Companion a recombination of the 27th International Conference on Genetic Algorithms (ICGA) and the 23rd Annual Genetic Programming Conference (GP), July 15th - 19th 2018, Kyoto, Japan, pp. str. 1537-1544, ACM = Association for Computing Machinery, New York, 2018.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:31575079,
title = {Comparing black-box differential evolution and classic differential evolution},
author = {Aljoša Vodopija and Tea Tušar and Bogdan Filipič},
doi = {10.1145/3205651.3208309},
year = {2018},
date = {2018-01-01},
booktitle = {GECCO 2018, the Genetic and Evolutionary Computation Conference Companion a recombination of the 27th International Conference on Genetic Algorithms (ICGA) and the 23rd Annual Genetic Programming Conference (GP), July 15th - 19th 2018, Kyoto, Japan},
pages = {str. 1537-1544},
publisher = {ACM = Association for Computing Machinery},
address = {New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Bogdan Filipič, Matjaž Depolli, Jernej Zupančič, Jan Gmys, Maxime Gobert, Nouredine Melab, Daniel Tuyttens
ECG simulator tuning : a parallel multiobjective optimization approach Inproceedings
In: Proceedings OLA' 2018, pp. str. 25-28, s. n.], [S. l., 2018.
@inproceedings{COBISS.SI-ID:31285031,
title = {ECG simulator tuning : a parallel multiobjective optimization approach},
author = {Bogdan Filipič and Matjaž Depolli and Jernej Zupančič and Jan Gmys and Maxime Gobert and Nouredine Melab and Daniel Tuyttens},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings OLA' 2018},
pages = {str. 25-28},
publisher = {s. n.]},
address = {[S. l.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Aljoša Vodopija, Jörg Stork, Thomas Bartz-Beielstein, Bogdan Filipič
Model-based multiobjective optimization of elevator group control Inproceedings
In: Bogdan Filipič, Thomas Bartz-Beielstein (Ed.): Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek D = International Conference on High-Performance Optimization in Industry, HPOI 2018 : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume D, pp. str. 43-46, Institut "Jožef Stefan", Ljubljana, 2018.
@inproceedings{COBISS.SI-ID:31875623,
title = {Model-based multiobjective optimization of elevator group control},
author = {Aljoša Vodopija and Jörg Stork and Thomas Bartz-Beielstein and Bogdan Filipič},
editor = {Bogdan Filipič and Thomas Bartz-Beielstein},
year = {2018},
date = {2018-01-01},
booktitle = {Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek D = International Conference on High-Performance Optimization in Industry, HPOI 2018 : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume D},
pages = {str. 43-46},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Tea Tušar
On using real-world problems for benchmarking multiobjective optimization algorithms Inproceedings
In: Bogdan Filipič, Thomas Bartz-Beielstein (Ed.): Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek D = International Conference on High-Performance Optimization in Industry, HPOI 2018 : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume D, pp. str. 7-10, Institut "Jožef Stefan", Ljubljana, 2018.
@inproceedings{COBISS.SI-ID:31874855,
title = {On using real-world problems for benchmarking multiobjective optimization algorithms},
author = {Tea Tušar},
editor = {Bogdan Filipič and Thomas Bartz-Beielstein},
year = {2018},
date = {2018-01-01},
booktitle = {Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek D = International Conference on High-Performance Optimization in Industry, HPOI 2018 : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume D},
pages = {str. 7-10},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Tea Tušar, Klemen Gantar, Valentin Koblar, Bernard Ženko, Bogdan Filipič
A study of overfitting in optimization of a manufacturing quality control procedure Journal Article
In: Applied soft computing, vol. vol. 59, pp. str. 77-87, 2017.
BibTeX | Links:
@article{COBISS.SI-ID:30552359,
title = {A study of overfitting in optimization of a manufacturing quality control procedure},
author = {Tea Tušar and Klemen Gantar and Valentin Koblar and Bernard Ženko and Bogdan Filipič},
doi = {10.1016/j.asoc.2017.05.027},
year = {2017},
date = {2017-01-01},
journal = {Applied soft computing},
volume = {vol. 59},
pages = {str. 77-87},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tušar
Quantitative performance assessment of multiobjective optimizers : the average runtime attainment function Inproceedings
In: Heike Trautmann (Ed.): Evolutionary multi-criterion optimization : 9th International Conference, EMO 2017, Münster, Germany, March 19-22, 2017 : proceedings, pp. str. 103-119, Springer, Cham, 2017.
@inproceedings{COBISS.SI-ID:30461735,
title = {Quantitative performance assessment of multiobjective optimizers : the average runtime attainment function},
author = {Dimo Brockhoff and Anne Auger and Nikolaus Hansen and Tea Tušar},
editor = {Heike Trautmann},
year = {2017},
date = {2017-01-01},
booktitle = {Evolutionary multi-criterion optimization : 9th International Conference, EMO 2017, Münster, Germany, March 19-22, 2017 : proceedings},
volume = {lncs 10173},
pages = {str. 103-119},
publisher = {Springer},
address = {Cham},
series = {Lecture notes in computer science, LNCS 10173},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Eric Medvet, Tea Tušar
The DU map : a visualization to gain insights into genotype-phenotype mapping and diversity Inproceedings
In: GECCO'17 companion : proceeding of the 2017 on Genetic and Evolutionary Computation Conference Companion, July 15-19, 2017 Berlin, Germany, pp. str. 1705-1712, ACM = Association for Computing Machinery, New York, 2017.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:30637863,
title = {The DU map : a visualization to gain insights into genotype-phenotype mapping and diversity},
author = {Eric Medvet and Tea Tušar},
doi = {10.1145/3067695.3082554},
year = {2017},
date = {2017-01-01},
booktitle = {GECCO'17 companion : proceeding of the 2017 on Genetic and Evolutionary Computation Conference Companion, July 15-19, 2017 Berlin, Germany},
pages = {str. 1705-1712},
publisher = {ACM = Association for Computing Machinery},
address = {New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Tea Tušar, Nikolaus Hansen, Dimo Brockhoff
Anytime benchmarking of budget-dependent algorithms with the COCO platform Inproceedings
In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 47-50, Institut Jožef Stefan, Ljubljana, 2017.
@inproceedings{COBISS.SI-ID:30856231,
title = {Anytime benchmarking of budget-dependent algorithms with the COCO platform},
author = {Tea Tušar and Nikolaus Hansen and Dimo Brockhoff},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 47-50},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipič
Multiobjective discovery of human-like driving strategies Inproceedings
In: GECCO'17 companion : proceeding of the 2017 on Genetic and Evolutionary Computation Conference Companion, July 15-19, 2017 Berlin, Germany, pp. str. 1319-1323, ACM = Association for Computing Machinery, New York, 2017.
BibTeX | Links:
@inproceedings{COBISS.SI-ID:30649383,
title = {Multiobjective discovery of human-like driving strategies},
author = {Erik Dovgan and Jaka Sodnik and Ivan Bratko and Bogdan Filipič},
doi = {10.1145/3067695.3082483},
year = {2017},
date = {2017-01-01},
booktitle = {GECCO'17 companion : proceeding of the 2017 on Genetic and Evolutionary Computation Conference Companion, July 15-19, 2017 Berlin, Germany},
pages = {str. 1319-1323},
publisher = {ACM = Association for Computing Machinery},
address = {New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968