Operational program Jan Amos Komenský Top Research

All publications

Predicting Subgoals in Ricochet Robots with a Graph Neural Network

February, 2026 • Conference paper
Hyner, Petr, Mrógala, Jan, Adamczyk, David, Hůla, Jan

Tato práce aplikuje grafové neuronové sítě na predikci podcílů ve hře s názvem Ricochet Robots, NP-úplné logické hře. Herní stavy …

Graph Neural NetworksGraph Attention NetworkSubgoal PredictionHeuristic searchWP6

On the Dissimilarity of Fuzzy Information Granules

February, 2026 • Conference paper
Kaczmarek-Majer, Katarzyna, Dankova, Martina

In this work, we pose the question of how to assess the dissimilarity of pairs of information granules that may be exemplified with I1 and I2. We focus on two representative types of information granu…

Granular ComputingDissimilarityFuzzy association rulesWP6OU

Qualitative Criteria for Fuzzy Linguistic Summaries with Absolute Linguistic Expressions

February, 2026 • Conference paper
Miś, Katarzyna, Kaczmarek-Majer, Katarzyna, Baczynski, Michal

This contribution builds upon previous achievements in the theories of generalized and intermediate quantifiers, and the evaluative linguistic expressions. In this work, we study the antonym property …

Fuzzy linguistic summarizationfuzzy linguistic summariesWP6OU

Few-shot learning in industrial applications

February, 2026 • Conference paper
Alijani, Zahra, Molek, Vojtěch

This paper reports on the empirical performance of few-shot learning (FSL) for visualdefect classification using confidential industrial datasets. We evaluate 16 combinations offour backbone models (P…

Prototypical NetworksFew-shot learningWP6OU

Linguistic interpretation of natural data using new forms of intermediate quantifiers

February, 2026 • Conference paper
Murinová, Petra, Fiala, Karel

This paper examines the application of fuzzy natural logic in the analysis of scientific data and their representation through special linguistic expressions. We use the theory of evaluative linguisti…

Fuzzy natural logicIntermediate quantifiersLinguistic associationGraded cube of oppositionWP6

Verification of Validity of Syllogisms Related to Graded Peterson Cube of Opposition

February, 2026 • Conference paper
Murinová, Petra, Novak, Vilem

In this article, we will examine the validity of selected forms of logical syllogisms with intermediate quantifiers. We will focus in particular on forms related to the graded Peterson's cube of oppos…

Fuzzy natural logicIntermediate quantifiersDistribution indexGraded cube of oppositionWP6

Measuring the Temporal Stability of Fuzzy Linguistic Summaries about Time Series with Drifts

February, 2026 • Conference paper
Ostrowski, Marcin, Kaczmarek-Majer, Katarzyna, Hryniewicz, Olgierd

We thoroughly analyse the stability of sequences of FLSs with various quantifiers and various drifts, aiming to identify patterns between the statistical properties in observed multivariate time serie…

fuzzy linguistic summariesnatural languagetime seriesWP6OU

Verification of Validity of Logical Syllogisms with New Forms of Intermediate Quantifiers Based on Grades

February, 2026 • Conference paper
Pavliska, Viktor, Murinová, Petra

 In this contribution, we continue our investigation of fuzzy Peterson syllogisms. Whereas the previous study concentrated on validating these syllogisms through the construction of formal proofs…

Fuzzy Peterson's syllogismsIntermediate quantifiersGraded Peterson's square of oppositionWP6OU

Relation of Complete Correlation and Its Implication on Interval Operations

May, 2026 • Conference paper
Števuliáková, Petra, Alijani, Zahra

This paper lays the groundwork for defining division and multiplication on fuzzy intervals under complete correlation. We introduce joint possibility distributions to model dependencies between fuzzy …

Complete correlationInteractive divisionInteractive multiplicationWP6OU

Intermediate syllogisms and non-monotonic reasoning

April, 2026 • Journal article • International Journal of Approximate Reasoning
Novak, Vilem, Murinová, Petra

In this article, we will show how relations forming the graded Peterson's square of opposition (contrary, contradictory, sub-contrary and sub-alterns) are connected with intermediate logical syllogism…

Intermediate quantifiersFuzzy natural logicGraded structure of oppositionLogical syllogismsWP6

No publications found.

No publications found.

Association between cardiac autonomic regulation, visceral adipose tissue, cardiorespiratory fitness and ambient air pollution: 4HAIE study (Program–4)

December, 2024 • Journal article • PLoS ONE
Dostal, Tomas, Dankova, Martina, Barot, Tomas, Sindler, Dominik, Kutac, Petr et al.
WP3OU

Running Distance and Biomechanical Risk Factors for Plantar Fasciitis: A One-Year Prospective 4HAIE Cohort Study

December, 2024 • Journal article • Medicine & Science in Sports & Exercise
Plesek, Jan, Hamill, Joseph, Burda, Michal, Elavsky, Steriani, Skypala, Jiri et al.
WP3OU

Effect of very low-carbohydrate high-fat diet and high-intensity interval training on mental health-related indicators in individuals with excessive weight or obesity

November, 2024 • Journal article • Scientific Reports
Sindler, Dominik, Dostal, Tomas, Litschmannová, Martina, Hofmann, Peter, Knapova, Lenka et al.
WP3OUVery low-carbohydrate high-fat dietHigh-intensity interval trainingMental health

"It Puts Them in the Role of Zoo Animals": Gatekeeping, Research Fatigue and Over-Researched Populations in Czech Social Work Research

May, 2024 • Journal article • Journal of Social Service Research
Broskevičová, Zuzana, Gřundělová, Barbora, Kowolová, Iveta
WP3over-researched populationsresearch fatiguesocial work researchGatekeeping

Validation of factor structures of the Drinking Motives Questionnaire among the Czech young and adult general population

September, 2024 • Journal article
Kážmér, Ladislav, Csemy, Ladislav, Siba, Ondrej

Alcohol use is one of the leading public health concerns in the Czech Republic. Drinking motives play a vital role in both initiation and subsequent alcohol use. A revised version of the self-report D…

WP4Drinking motivesAlcohol useGeneral populationFactor analysis

No cardiac phase bias for threat-related distance perception under naturalistic conditions in immersive virtual reality

October, 2024 • Journal article
Fajnerova, Iveta, Sahula, Václav, Klotzsche, Felix, Motyka, Paweł, Gaebler, Michael et al.

Previous studies have found that threatening stimuli are more readily perceived and more intensely experienced when presented during cardiac systole compared with diastole. Also, threatening stimuli a…

interoceptionemotionheartvirtual realitynaturalistic neuroscience

Midlife heart rate variability and cognitive decline: A large longitudinal cohort study

November, 2024 • Journal article • International Journal of Clinical and Health Psychology
Jandackova, Vera, Scholes, Shaun, Britton, Annie, Steptoe, Andrew
WP4OUAutonomic nervous systemCognitive declineAetiological significance

TRENDS IN ADOLESCENT CIGARETTE SMOKING IN CZECHIA: FINDINGS FROM THE HBSC STUDY 2014–2022

June, 2026 • Journal article
Kážmér, Ladislav, Siba, Ondrej, Kalman, Michal, Csemy, Ladislav

Objectives: Regular monitoring of health-related behaviours among vulnerable populations is of public health importance. This study examines trends in cigarette smoking among Czech adolescents followi…

NUDZWP4smokingadolescenceprevalence

PLANETARY-HEALTH LITERACY AND MENTAL WELLBEING IN CZECH ADOLESCENTS: INSIGHTS FROM THE HBSC SURVEY 2022

March, 2026 • Journal article
Selinger, Eliška, Kalman, Michal, Badura, Petr, Fürstová, Jana

Objectives: Planetary-health literacy (PHL), the knowledge, motivation and social support required to safeguard both human and environmental health, may help adolescents cope with climate-related dist…

planetary-health literacyadolescentswellbeingsocial normsHBSC

The Mirror of Erised: a retrospective population-wide study of Czech all-cause mortality data by COVID-19 vaccination status

July, 2025 • Journal article • BMC Public Health
Vencalek, Ondrej, Furst, Tomas, Princova, Elizabeth, Furstova, Jana

Background: In this study, we investigated the association between COVID-19 vaccination status and all-cause mortality (ACM) rate in the population of the Czech Republic between January 2020 and …

UPOLWP5All-cause mortalityCOVID-19Vaccination status

Associations between adolescents oral health and health literacy, gender and family affluence: perspective of the Health Behaviour in School-aged Children study data from Slovakia and Poland

November, 2025 • Journal article
Glińska, Karolina, Kizek, Peter, Madarasova Geckova, Andrea, Boberová, Zuzana, Dzielska, Anna et al.

Objectives: The aim of this study was to examine the association between oral health and health literacy, gender, age, family affluence and country of origin amongst adolescents from Slovakia and Pola…

toothbrushingadolescentshealth literacyfamily affluencegender

Few-shot learning in industrial applications

February, 2026 • Conference paper
Alijani, Zahra, Molek, Vojtěch

This paper reports on the empirical performance of few-shot learning (FSL) for visualdefect classification using confidential industrial datasets. We evaluate 16 combinations offour backbone models (P…

Prototypical NetworksFew-shot learningWP6OU

Linguistic interpretation of natural data using new forms of intermediate quantifiers

February, 2026 • Conference paper
Murinová, Petra, Fiala, Karel

This paper examines the application of fuzzy natural logic in the analysis of scientific data and their representation through special linguistic expressions. We use the theory of evaluative linguisti…

Fuzzy natural logicIntermediate quantifiersLinguistic associationGraded cube of oppositionWP6

Verification of Validity of Syllogisms Related to Graded Peterson Cube of Opposition

February, 2026 • Conference paper
Murinová, Petra, Novak, Vilem

In this article, we will examine the validity of selected forms of logical syllogisms with intermediate quantifiers. We will focus in particular on forms related to the graded Peterson's cube of oppos…

Fuzzy natural logicIntermediate quantifiersDistribution indexGraded cube of oppositionWP6

Measuring the Temporal Stability of Fuzzy Linguistic Summaries about Time Series with Drifts

February, 2026 • Conference paper
Ostrowski, Marcin, Kaczmarek-Majer, Katarzyna, Hryniewicz, Olgierd

We thoroughly analyse the stability of sequences of FLSs with various quantifiers and various drifts, aiming to identify patterns between the statistical properties in observed multivariate time serie…

fuzzy linguistic summariesnatural languagetime seriesWP6OU

Verification of Validity of Logical Syllogisms with New Forms of Intermediate Quantifiers Based on Grades

February, 2026 • Conference paper
Pavliska, Viktor, Murinová, Petra

 In this contribution, we continue our investigation of fuzzy Peterson syllogisms. Whereas the previous study concentrated on validating these syllogisms through the construction of formal proofs…

Fuzzy Peterson's syllogismsIntermediate quantifiersGraded Peterson's square of oppositionWP6OU

Relation of Complete Correlation and Its Implication on Interval Operations

May, 2026 • Conference paper
Števuliáková, Petra, Alijani, Zahra

This paper lays the groundwork for defining division and multiplication on fuzzy intervals under complete correlation. We introduce joint possibility distributions to model dependencies between fuzzy …

Complete correlationInteractive divisionInteractive multiplicationWP6OU

Intermediate syllogisms and non-monotonic reasoning

April, 2026 • Journal article • International Journal of Approximate Reasoning
Novak, Vilem, Murinová, Petra

In this article, we will show how relations forming the graded Peterson's square of opposition (contrary, contradictory, sub-contrary and sub-alterns) are connected with intermediate logical syllogism…

Intermediate quantifiersFuzzy natural logicGraded structure of oppositionLogical syllogismsWP6

Accelerating pattern mining on fuzzy data by packing truth values into blocks of bits

January, 2026 • Journal article • Applied Soft Computing
Burda, Michal

In pattern mining from tabular data using fuzzy logic, a common task involves computing triangular norms (t-norms) to represent conjunctions of fuzzy predicates and summing the resulting truth values …

Pattern miningFrequent itemsetsFuzzy setsT-normrules

Assoc Rules Mining and Modeling

January, 2026 • Software
Dankova, Martina, Hliněná, Dana
WP6OU

Remarks on the Universal Approximation Property of Feedforward Neural Networks

November, 2025 • Conference paper
Kupka, Jiri, Alijani, Zahra, Števuliáková, Petra

Abstract This paper presents a structured overview and novel insights into the universal approximation property offeedforward neural networks. We categorize existing results based on the characteristi…

Universal Approximation TheoremNeural NetworkActivation FunctionWP6OU

No publications found.

No publications found.

Few-shot learning in industrial applications

February, 2026 • Conference paper
Alijani, Zahra, Molek, Vojtěch

This paper reports on the empirical performance of few-shot learning (FSL) for visualdefect classification using confidential industrial datasets. We evaluate 16 combinations offour backbone models (P…

Prototypical NetworksFew-shot learningWP6OU

Linguistic interpretation of natural data using new forms of intermediate quantifiers

February, 2026 • Conference paper
Murinová, Petra, Fiala, Karel

This paper examines the application of fuzzy natural logic in the analysis of scientific data and their representation through special linguistic expressions. We use the theory of evaluative linguisti…

Fuzzy natural logicIntermediate quantifiersLinguistic associationGraded cube of oppositionWP6

Verification of Validity of Syllogisms Related to Graded Peterson Cube of Opposition

February, 2026 • Conference paper
Murinová, Petra, Novak, Vilem

In this article, we will examine the validity of selected forms of logical syllogisms with intermediate quantifiers. We will focus in particular on forms related to the graded Peterson's cube of oppos…

Fuzzy natural logicIntermediate quantifiersDistribution indexGraded cube of oppositionWP6

Measuring the Temporal Stability of Fuzzy Linguistic Summaries about Time Series with Drifts

February, 2026 • Conference paper
Ostrowski, Marcin, Kaczmarek-Majer, Katarzyna, Hryniewicz, Olgierd

We thoroughly analyse the stability of sequences of FLSs with various quantifiers and various drifts, aiming to identify patterns between the statistical properties in observed multivariate time serie…

fuzzy linguistic summariesnatural languagetime seriesWP6OU

Verification of Validity of Logical Syllogisms with New Forms of Intermediate Quantifiers Based on Grades

February, 2026 • Conference paper
Pavliska, Viktor, Murinová, Petra

 In this contribution, we continue our investigation of fuzzy Peterson syllogisms. Whereas the previous study concentrated on validating these syllogisms through the construction of formal proofs…

Fuzzy Peterson's syllogismsIntermediate quantifiersGraded Peterson's square of oppositionWP6OU

Relation of Complete Correlation and Its Implication on Interval Operations

May, 2026 • Conference paper
Števuliáková, Petra, Alijani, Zahra

This paper lays the groundwork for defining division and multiplication on fuzzy intervals under complete correlation. We introduce joint possibility distributions to model dependencies between fuzzy …

Complete correlationInteractive divisionInteractive multiplicationWP6OU

Intermediate syllogisms and non-monotonic reasoning

April, 2026 • Journal article • International Journal of Approximate Reasoning
Novak, Vilem, Murinová, Petra

In this article, we will show how relations forming the graded Peterson's square of opposition (contrary, contradictory, sub-contrary and sub-alterns) are connected with intermediate logical syllogism…

Intermediate quantifiersFuzzy natural logicGraded structure of oppositionLogical syllogismsWP6

Accelerating pattern mining on fuzzy data by packing truth values into blocks of bits

January, 2026 • Journal article • Applied Soft Computing
Burda, Michal

In pattern mining from tabular data using fuzzy logic, a common task involves computing triangular norms (t-norms) to represent conjunctions of fuzzy predicates and summing the resulting truth values …

Pattern miningFrequent itemsetsFuzzy setsT-normrules

Well-being, digitisation, and social work: participatory strategies for inclusive digitisation in social services. The Catalan case

April, 2026 • Journal article • Journal of Social Work Practice
Calduch, Yolanda Domingo, Peláez, Antonio López

In this article, we analyse the digitalisation process in social services in Catalonia from the perspective of social workers' demands, establishing a set of strategies for better incorporation of dig…

WP3OUSocial servicesdigitalisationparticipation

From competence to care: digital leadership in eHealth

April, 2026 • Journal article • Journal of Social Work Practice
Peláez, Antonio López, Erro-Garcés, A., Pérez-García, R. M.

This article examines the role of digital skills in the health sector, where healthcare social workers perform their professional work, using the Delphi method in two rounds: 2020 (pre-Covid-19 contex…

WP3OULeadershipdigitalisationdigital skills

The Journey From Nonimmersive to Immersive Multiuser Applications in Mental Health Care: Systematic Review

August, 2024 • Journal article
Fajnerova, Iveta, Hejtmánek, Lukáš, Sedlák, Michal, Jablonská, Markéta, Francova, Anna et al.

Over the past 25 years, the development of multi-user applications has seen significant advancements and challenges. The technological development in this field has emerged from simple chatrooms, thro…

WP4digital healthmental health careclinical interventionsmultiuser

Validation of factor structures of the Drinking Motives Questionnaire among the Czech young and adult general population

September, 2024 • Journal article
Kážmér, Ladislav, Csemy, Ladislav, Siba, Ondrej

Alcohol use is one of the leading public health concerns in the Czech Republic. Drinking motives play a vital role in both initiation and subsequent alcohol use. A revised version of the self-report D…

WP4Drinking motivesAlcohol useGeneral populationFactor analysis

No cardiac phase bias for threat-related distance perception under naturalistic conditions in immersive virtual reality

October, 2024 • Journal article
Fajnerova, Iveta, Sahula, Václav, Klotzsche, Felix, Motyka, Paweł, Gaebler, Michael et al.

Previous studies have found that threatening stimuli are more readily perceived and more intensely experienced when presented during cardiac systole compared with diastole. Also, threatening stimuli a…

interoceptionemotionheartvirtual realitynaturalistic neuroscience

TRENDS IN ADOLESCENT CIGARETTE SMOKING IN CZECHIA: FINDINGS FROM THE HBSC STUDY 2014–2022

June, 2026 • Journal article
Kážmér, Ladislav, Siba, Ondrej, Kalman, Michal, Csemy, Ladislav

Objectives: Regular monitoring of health-related behaviours among vulnerable populations is of public health importance. This study examines trends in cigarette smoking among Czech adolescents followi…

NUDZWP4smokingadolescenceprevalence

PLANETARY-HEALTH LITERACY AND MENTAL WELLBEING IN CZECH ADOLESCENTS: INSIGHTS FROM THE HBSC SURVEY 2022

March, 2026 • Journal article
Selinger, Eliška, Kalman, Michal, Badura, Petr, Fürstová, Jana

Objectives: Planetary-health literacy (PHL), the knowledge, motivation and social support required to safeguard both human and environmental health, may help adolescents cope with climate-related dist…

planetary-health literacyadolescentswellbeingsocial normsHBSC

No publications found.

CHANGES IN SOCIAL MEDIA USE PATTERNS AMONG CZECH ADOLESCENTS: HBSC STUDY 2018–2022

March, 2026 • Journal article
Boniel-Nissim, Meyran, van den Eijnden, Regina, Badura, Petr

Objectives: Previous studies have identified four distinct patterns of adolescent social media use (SMU): (1) Non-active users abstain from social media or engage in online interactions only once a we…

WP5UPOLsocial media useadolescentsCzechia

Overweight, Obesity, and Body Weight Perception among Czech Adolescents: A Two-Decade Analysis (HBSC Study 2002-2022)

March, 2026 • Journal article
VORÁČOVÁ, Jaroslava, Sigmundová, Dagmar, Sigmund, Erik, Kalman, Michal, Zsófia, Pusztai et al.

Objectives: Excess body weight and weight misperception in adolescents are associated with various physical and mental health risks. This study analysed trends in overweight, obesity, body image, and …

UPOLWP5overweightobesityweight perception

Trends in Active School Transport Among Czech Adolescents Between 2006–2022: Findings from the HBSC Study

March, 2026 • Journal article
Vorlíček, Michal, Sigmundová, Dagmar, Badura, Petr, Dygrýn, Jan, Kleszczewska, Dorota et al.

Objectives: Active school transport (AST), such as walking or cycling to and from school, represents an important source of daily physical activity for adolescents. In recent decades, however, many hi…

UPOLWP5school travelwalkingcycling

The Mirror of Erised: a retrospective population-wide study of Czech all-cause mortality data by COVID-19 vaccination status

July, 2025 • Journal article • BMC Public Health
Vencalek, Ondrej, Furst, Tomas, Princova, Elizabeth, Furstova, Jana

Background: In this study, we investigated the association between COVID-19 vaccination status and all-cause mortality (ACM) rate in the population of the Czech Republic between January 2020 and …

UPOLWP5All-cause mortalityCOVID-19Vaccination status

Associations between adolescents oral health and health literacy, gender and family affluence: perspective of the Health Behaviour in School-aged Children study data from Slovakia and Poland

November, 2025 • Journal article
Glińska, Karolina, Kizek, Peter, Madarasova Geckova, Andrea, Boberová, Zuzana, Dzielska, Anna et al.

Objectives: The aim of this study was to examine the association between oral health and health literacy, gender, age, family affluence and country of origin amongst adolescents from Slovakia and Pola…

toothbrushingadolescentshealth literacyfamily affluencegender