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2022

Inteligentné riadenie toku energie v mikrosieti

Vrablecova, P. – ATP Journal, 24 October 2022

Optimizing Post-hoc Explainability Algorithm for Finding Faithful and Understandable Explanations for a Combination of Model, Task and Data

Tamajka, M., Vesely, M., Simko, M. – International Joint Conferences on Artificial Intelligence Organization, 2022

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Evaluation of End-to-End Aspect-Based Sentiment Analysis Methods employing Novel Benchmark Dataset DAORA

Pecar, S., Daudert, T., Simko, M. – Intelligent Data Analysis, 12 November 2022

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Upper Confidence Bound Based Communication Parameters Selection to Improve Scalability of LoRa@FIIT Communication

Valach, A., Macko, D. – IEEE Sensors Journal, 2022

Average Is Not Enough: Caveats of Multilingual Evaluation

Pikuliak, M., Simko, M. – Proceedings of the The 2nd Workshop on Multi-lingual Representation Learning, 2022

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A Game for Crowdsourcing Adversarial Examples for False Information Detection

Čegiň, J., Šimko, J., Brusilovsky, P., – AIofAI ‘22: 2nd Workshop on Adverse Impacts and Collateral Effects of Artificial Intelligence Technologies, CEUR-WS.org, 2022

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Black-box Audit of YouTube’s Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)

Tomlein, M., Pecher, B., Simko, J., Srba, I., Moro, R., Stefancova, E., Kompan, M., Hrckova, A., Podrouzek, J., Bielikova, M. – Thirty-First International Joint Conference on Artificial Intelligence Sister Conferences Best Papers, 2022

Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification

Pecher, B. – Thirty-First International Joint Conference on Artificial Intelligence Doctoral Consortium,

Utilising the Assessment List for Trustworthy AI: Three Areas of Improvement

Gavornik, A, Podrouzek, J., Mesarcik, M., Solarova, S., Oresko, S., Bielikova, M. – Proceedings of the 2nd Workshop on Adverse Impacts and Collateral Effects of Artificial Intelligence Technologies – AIofAI 2022,

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Radar-Based Volumetric Precipitation Nowcasting: A 3D Convolutional Neural Network with UNet Architecture

Pavlik, P., Rozinajova, V.. Bou Ezzeddine, A. – Workshop on Complex Data Challenges in Earth Observation 2022 at CAI-ECAI 2022, 8 September 2022

Analysis of selected regulations proposed by the European Commission and technological solutions in relation to the dissemination of disinformation and the behaviour of online platforms

Mesarcik, M., Moro, R., Kompan, M., Podrouzek, J., Simko, J., Bielikova, M. – Study prepared by KInIT based on an order from Miriam Lexmann, Member of the European Parliament. , 2022

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Anger or happiness superiority effect: A face in the crowd study involving nine emotions expressed by nine people

Halamová, J., Strnádelová, B., Kanovský, M., Móro, R., Bielikova, M. – Current Psychology, 2022

Towards Symbolic Time Series Representation Improved by Kernel Density Estimators

Kloska, M., Rozinajova, V. – Transactions on Large-Scale Data- and Knowledge-Centered Systems, 1 January 2022

SlovakBERT: Slovak Masked Language Model

Pikuliak, M., Grivalsky, S., Konopka, M., Blstak, M., Tamajka, M., Bachraty, V., Simko, M., Balazik, P., Trnka, M., Uhlarik F. – Findings of the Association for Computational Linguistics: EMNLP , 11 December 2022

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2021

An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes

Tomlein, M., Pecher, B., Simko, J., Srba, I., Moro, R., Stefancova, E., Kompan, M., Hrckova, A., Podrouzek, J., Bielikova, M. – RecSys ’21: Fifteenth ACM Conference on Recommender Systems, 28 June 2021

The negative effects of misinformation filter bubbles in adaptive systems have been known to researchers for some time. Several studies investigated, most prominently on YouTube, how fast a user can…

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Cross-lingual Learning for Text Processing: A Survey

Pikuliak, M., Simko, M., Bielikova, M. – Expert Systems with Applications, 2021

Pikuliak, M., Simko, M., Bielikova, M. Abstract: Many intelligent systems in business, government or academy process natural language as an input during inference or they might even communicate with users…

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Context-aware adaptive personalised recommendation: a meta-hybrid recommendation

Tibenský, P., Kompan, M. – International Journal of Web Engineering and Technology, 17 December 2021

Simplified introduction of power intent into a register-transfer level model

Groma, M., Macko, D. – Design Automation for Embedded Systems, 15 August 2021

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Quantitative and qualitative analysis of linking patterns of mainstream and partisan online news media in Central Europe

Hrckova, A., Moro, R., Srba, I., Bielikova, M. – Online Information Review, 6 December 2021

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Constructing Sentiment Lexicon with Game for Annotation Collection

Radosky, L., Blstak, M., – International Conference on Statistical Language and Speech Processing, 2021

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Hate speech operationalization: a preliminary examination of hate speech indicators and their structure

Papcunova, J., Martoncik, M., Fedakova, D., Kentos, M. Bozoganova, M., Srba, I., Moro, R., Pikuliak, M., Simko, M., Adamkovic, M. – Complex & Intelligent Systems, 2021

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Stance on The Proposal for a Regulation Laying Down Harmonised Rules on Artificial Intelligence – Artificial Intelligence Act

Mesarcik, M., Solarova, S., Podrouzek, J., Bielikova, M. – KInIT report, 28 September 2021

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An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes

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Exploiting Subjectivity Knowledge Transfer for End-to-End Aspect-Based Sentiment Analysis

Pecar, S., Simko, M. – International Conference on Text, Speech, and Dialogue, 30 August 2021

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Exploring Customer Price Preference and Product Profit Role in Recommender Systems

Kompan, M., Gaspar, P., Macina, J., Cimerman, M., Bielikova, M. – IEEE Intelligent Systems, 28 June 2021

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Addressing Hate Speech with Data Science: An Overview from Computer Science Perspective

Srba, I., Lenzini, G., Pikuliak, M., Pecar, S. – Hate Speech – Multidisziplinäre Analysen und Handlungsoptionen, 28 April 2021

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Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading

Simko, J., Tomlein, M., Pecher, B, Moro, R., Srba, I., Stefancova, E., Hrckova, A., Kompan, M., Podrouzek, J., Bielikova, M. – Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization – UMAP 2021,

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Pupil size variation in primary facial expressions–testing potential biomarker of self-criticism

Kanovsky, M., Halamova, J., Strnadelova, B., Moro, R., Bielikova, M. – Artificial Intelligence Review, 2021

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Automatic question generation based on sentence structure analysis using machine learning approach

Blstak, M., Rozinajova, V. – Natural Language Engineering, 2021

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Flower Pollination Algorithm for Detection of Epistasis Associated with a Phenotype

Sitarcik, J., Lucka, M., Krajcovic, T. – International Joint Conference on Biomedical Engineering Systems and Technologies, 25 February 2021

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A study of fake news reading and annotating in social media context

Simko, J., Racsko, P., Tomlein, M., Hanakova, M, Moro, R., Bielikova, M. – New Review of Hypermedia and Multimedia, 9 February 2021

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Intelligent Analysis of Data Streams

Rozinajova, V., Bou Ezzeddine, A., Grmanova, G., Vrablecova, P., Pomffyova, M. – Towards Digital Intelligence Society: A Knowledge-based Approach, 2020

Cross-lingual Learning for Text Processing: A Survey

Pikuliak, M., Simko, M., Bielikova, M. – Expert Systems with Applications, 2021

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2020

Addressing False Information and Abusive Language in Digital Space Using Intelligent Approaches

Machova, K., Srba, I., Sarnovsky, M., Paralic, J., Maslej Kresanova, V., Hrckova, A., Kompan, M., Simko, M., Blaho, R., Chuda, D., Bielikova, M., Navrat, P. – Towards Digital Intelligence Society. DISA 2020. Advances in Intelligent Systems and Computing. Springer, 2020

Machova, K.1, Srba, I., Sarnovsky, M.1, Paralic, J.1, Maslej Kresanova, V.1, Hrckova, A.2, Kompan, M., Simko, M., Blaho, R.3, Chuda, D., Bielikova, M., Navrat, P. Abstract: While digital space is…

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Distribution-Wise Symbolic Aggregate ApproXimation (dwSAX)

Kloska, M., Rozinajova, V. – Intelligent Data Engineering and Automated Learning – IDEAL, 27 October 2020

Kloska, M., Rozinajova, V. The Symbolic Aggregate approXimation algorithm (SAX) is one of the most popular symbolic mapping techniques for time series. It is extensively utilized in sequence classification, pattern…

Fundamentals of Cyber and Information Security (in Slovak)

Olejar, D., Andrasko, J., Gondova, L., Hochman, J., Hudec, L., Janacek, J., Ostertag, R., Pistek, P., Stanek, M. – Comenius University Bratislava,

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SGFA: A Two-Factor Smartphone Authentication Mechanism Using Touch Behavioral Biometrics

Janik, L., Chuda, D., Burda, K. – 21st International Conference on Computer Systems and Technologies (CompSysTech ’20), 2020

Using SMS for Communication with IoT Devices

Pistek, P., Hudec, M. – Mobile Networks and Applications, 2020

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epiBAT: Multi-Objective Bat Algorithm for Detection of Epistatic Interactions

Sitarcik, J., Lucka, M. – INFORMATICS, 2019

Automatic Query Refining Based on Eye-Tracking Feedback

Martonova, A., Marcin, J., Navrat, P., Tvarozek, J., Grmanova, G. – Computing and Information

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Automation of Dynamic Power Management in FPGA-Based Energy-Constrained Systems

Škuta, M., Macko, D., Jelemenská, K. – IEEE Access, 2020

Distribution-Wise Symbolic Aggregate ApproXimation (dwSAX)

Kloska, M., Rozinajova, V. – Intelligent Data Engineering and Automated Learning – IDEAL, 27 October 2020

Session-based k-NNs with Semantic Suggestions for Next-item Prediction

Rac, M., Kompan, M., Bielikova, M. – Workshop on Context-Aware Recommender Systems co-located with ACM RecSys. 2020

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Web Engineering

Bielikova, M., Mikkonen, T., Pautasso, C. (eds.) – Int. Conf. on Web Engineering, Proceedings. LNCS, volume 12128, Springer. 2020

ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium

Bellatreche, L., Bielikova, M., Boussaid, O., Catania, B. et al. (eds.) – Proceedings. Springer. 2020

Information science: explanatory dictionaries [in Slovak]

Steinerova, J., Susol, J., Rankov, P., Lichnerov, L., Hrdinakova, L., Ondrisova, M., Spaniova, M., Buzova, K., Hrckova, A. – Comenius University in Bratislave, 2020

POI Recommendation Based on Locality-Specific Seasonality and Long-Term Trends

Stefancova, E., Srba, I. – SOFSEM 2020: Theory and Practice of Computer Science. Lecture Notes in Computer Science, 2020

FireAnt: Claim-based Medical Misinformation Detection and Monitoring

Pecher, B., Srba, I., Moro, R., Tomlein, M., Bielikova, M. – European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2020

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Confusion Detection Dataset of Mouse and Eye Movements

Hucko, M., Moro R., Bielikova, M. – Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’20 Adjunct), 2020

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Addressing False Information and Abusive Language in Digital Space Using Intelligent Approaches

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Navigation Leads for Exploratory Search and Navigation in Digital Libraries

Moro, R., Bielikova, M. – Knowledge and Information Systems, 2020

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Combining Cross-lingual and Cross-task Supervision for Zero-shot Learning

Pikuliak, M., Simko, M. – International Conference on Text, Speech, and Dialogue, 2020

Scalable Real-Time Confusion Detection for Personalized Onboarding Guides

Hucko, M., Moro, R., Bielikova, M. – Web Engineering. ICWE 2020. Springer. 2020

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Examining the linking patterns and linkbuilding strategies of mainstream and alternative digital news media in central Europe

Hrckova, A., Moro, R., Srba, I, Bielikova, M. – EAI International Conference on Data and Information in Online Environments – DIONE, 2020

The Residual Variable in Decision Diagrams

Lucansky, J., Pistek, P., Maruniak, M. – Acta Polytechnica Hungarica, 2020,

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Test Data Generation for MC/DC Criterion Using Reinforcement Learning

Cegin, J., Rastocny, K. – International Conference on Software Testing, Verification and Validation Workshops (ICSTW), 2020

Prediction of Photovoltaic Power Using Nature-Inspired Computing

Sumega, M., Bou Ezzeddine, A., Grmanova, G., Rozinajova, V. – Advances in Swarm Intelligence. ISCI 2020.

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Synthesized Dataset for Search-based Test Data Generation Methods Focused on MC/DC Criterion

Cegin, J., Rastocny, K., Bielikova, M. – 20th International Conference on Software Quality, Reliability and Security Companion (QRS-C), 2020

Machine Learning Based Test Data Generation for Safety-critical Software

Cegin, J. – 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

EMIP: The Eye Movements in Programming Dataset

Bednarik, R., Busjahn, T., Gibaldi, A., Ahadi, A., Bielikova, M. et al. – Science of Computer Programming, 2020.

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Automatic Text Generation in Slovak Language

Vasko, D., Pecar, S., Simko, M. – SOFSEM 2020: Theory and Practice of Computer Science. SOFSEM 2020. Lecture Notes in Computer Science, 2020

Exploring Parameter Sharing Techniques for Cross-Lingual and Cross-Task Supervision

Pikuliak, M., Simko, M. – International Conference on Statistical Language and Speech Processing, 2020

Behavior-Based Customer Demography Prediction in E-Commerce

Urbancokova, V., Kompan, M., Trebulova, Z., Bielikova, M. – Journal of Electronic Commerce Research, 2020

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2019

Monant: Universal and Extensible Platform for Monitoring, Detection and Mitigation of Antisocial Behaviour

Srba, I., Moro, R., Simko, J., Sevcech, J., Chuda, D., Navrat, P., Bielikova, M. – International Workshop on Reducing Online Misinformation Exposure, 2019

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Web-Navigation Skill Assessment through Eye-Tracking Data

Hlavac, P., Simko, J., Bielikova, M. – European Conference on Advances in Databases and Information Systems – ADBIS, 2019

Preference Dynamics and Behavioral Traits in Fashion Domain

Rac, M., Kompan, M., Bielikova, M. – 14th International Workshop on Semantic and Social Media Adaptation and Personalization – SMAP, 2019

Utilizing Eye Tracking Data for User Modeling in Personalized Recommendation

Bielikova, M. – Ubiquitous Gaze Sensing and Interaction (Dagstuhl Seminar 18252), 2019

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Increasing Bluetooth Low Energy Communication Efficiency by Presetting Protocol Parameters

Hatvani, D., Macko, D. – Turkish Journal of Electrical Engineering & Computer Sciences, 2019

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A New Planning-Based Collision-Prevention Mechanism in Long-Range IoT Networks

Pullmann, J., Macko, D. – IEEE Internet of Things Journal, 2019

Explaining Neural Network Decisions Using Input Perturbation with the Inclusion of Interactions [Slovak]

Pecher, B., Sevcech, J. – Data a znalosti a WIKT 2019, 2019

Lightweight Domain Modeling for Adaptive Web-Based Educational System

Simko, M., Bielikova, M. – Journal of Intelligent Information Systems. 2019

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Searching for Music with Emotions

Hrckova, A., Macko, M. – Online Searcher, 2019

YesElf: Personalized Onboarding for Web Applications

Hucko, M., Gazo, L., Simun, P., Valky, M., Moro, R., Simko, J., Bielikova, M. – Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization (UMAP’19 Adjunct), 2019

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Impact of English Reading Comprehension Abilities on Processing Magazine Style Narrative Visualizations and Implications for Personalization

Toker, D., Moro, R., Simko, J., Bielikova, M., Conati, C. – ACM Conference on User Modeling, Adaptation and Personalization (UMAP), ACM Press, 2019

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MISDEED – Odhaľovanie medicínskych dezinformácií s využitím tvrdení a expertov

Moro, R., Srba, I., Tomlein, M., Bielikova, M., Chuda, D., Lacko, P., Simko, M., Simko, J., Sevcech, J., Hrckova, A. – Data a Znalosti & WIKT 2019. Košice: Technická univerzita…

Towards Understandable Personalized Recommendations: Hybrid Explanations

Svrcek, M., Kompan, M., Bielikova, M. – Computer Science and Information Systems, 2019

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Transforming Convolutional Neural Network to an Interpretable Classifier

Tamajka, M., Benesova, W., Kompanek, M. – International Conference on Systems, Signals and Image Processing (IWSSIP), 2019.

Improving Sentiment Classification in Slovak Language

Pecar, S., Simko, M., Bielikova, M. – 7th Workshop on Balto-Slavic Natural Language, 2019.

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A Combined Approach to Automatic Taxonomy Extraction

Pecar, S., Simko, M. – 14th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP), 2019.

Searching for Discriminative Words in Multidimensional Continuous Feature Space

Sajgalik, M., Barla, M., Bielikova, M. – Computer Speech and Language, 2019

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Towards Combining Multitask and Multilingual Learning

Pikuliak, M., Simko, M., Bielikova, M. – SOFSEM 2019: Theory and Practice of Computer Science. Lecture Notes in Computer Science, 2019

Volumetric Data Augmentation as an Effective Tool in MRI Classification Using 3D Convolutional Neural Network

Kompanek, M., Tamajka, M., Benesova, W. – International Conference on Systems, Signals and Image Processing, 2019

The Short-term User Modelling for Predictive Applications

Kompan, M., Kassak, O., Bielikova, M. – Journal of Data Semantics, 2019

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Hybrid collaborative recommendations: Practical considerations and tools to develop a recommender

Kompan, M., Gaspar, P., Bielikova, M. – Collaborative Recommendations: Algorithms, Practical Challenges and Applications, 2019

Form of Antisocial Behavior in Online Communities – Terminology Overview [in Slovak]

Blaho, R., Hrckova, A., Koukalova, M., Sabova, L. Mesarosova, B. – Osobnosť v kontexte kognícií, emocionality a motivácií, 2019.

SWSPM: A Novel Alignment-Free DNA Comparison Method Based on Signal Processing Approaches

Farkas, T., Sitarcik, J., Brejova, B., Lucka, M. – Evolutionary Bioinformatics, 2019

Cache-Efficient FM-Index Variants for Mapping of DNA Sequences

Sitarcik, J., Lucka, M. – 13th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2019

Parallel Density-Based Downsampling of Cytometry Data

Nemcek, M., Jarabek, T., Lucka, M. – PACBB 2019: Practical Applications of Computational Biology and Bioinformatics, 13th International Conference, 2019

Interpretable Multiple Data Streams Clustering with Clipped Streams Representation for the Improvement of Electricity Consumption Forecasting

Laurinec, P., Lucka, M. – Data Mining and Knowledge Discovery, 2019

Coreference Resolution Within Complex Sentences

Miskovsky, L., Blstak, M., Rozinajova, V. – Výskum pokročilých metód inteligentného spracovania informácií, 2019

Detection of abnormal load consumption in the power grid using clustering and statistical analysis

Cuper, M., Loderer, M., Rozinajova, V. – Intelligent Data Engineering and Automated Learning, 2019

STUFIIT at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter with MUSE and ELMo Embeddings

Bojkovsky, M., Pikuliak, M. – Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Improving Recommendation Using Conditioning of Neural Network Model [Slovak]

Mocko, M., Sevcech, J., Bielikova, M. – Data a znalosti a WIKT 2019, 2019

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Segmentation of Gliomas in Magnetic Resonance Images Using Recurrent Neural Networks

Grivalsky, S., Tamajka, M., Benesova, W. – 42nd International Conference on Telecommunications and Signal Processing, 2019

EduVirtual – Modern Educational Platform Based on Multimedia Technologies

Loderer, M., Vanco, M., Rozinajova, V., Muntean, G. M., Podhradsky, P., Rozinaj, G. – 2019 International Symposium ELMAR (IEEE), 2019

High-Level Expert Group on AI: Ethics guidelines for trustworthy AI

Bielikova, M. (member of AI HLEG) – . European Commission, 2019

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Density-based unsupervised ensemble learning methods for time series forecasting of aggregated or clustered electricity consumption

Laurinec, P., Loderer, M., Lucka, M., Rozinajova, V. – Journal of Intelligent Information Systems, 2019

User Modeling for Churn Prediction in E-Commerce

Berger, P., Kompan, M. – IEEE Intelligent Systems, 2019

Unravelling the basic concepts and intents of misbehavior in post-truth society

Hrckova, A., Srba, I., Moro, R., Blaho, R., Simko, J., Navrat, P., Bielikova, M. – Bibliotecas. Anales de Investigación, 2019

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Employing community question answering for online discussions in university courses: Students’ perspective

Srba, I., Savic, M., Bielikova, M., Ivanovic, M., Pautasso, C. – Computers and Education, 2019

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Fake News Reading on Social Media: An Eye-tracking Study

Simko, J., Hanakova, M., Racsko, P., Tomlein, M., Moro, R., Bielikova, M. – ACM Conference on Hypertext and Social Media, September, 2019

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2018

Biometric Properties of Mouse Interaction Features on the Web

Chuda, D., Kratky, P., Burda, K. – Interacting with Computers, September 2018

Recognition of web users with the aid of biometric user model

Kratky, P., Chuda, D. – Journal of Intelligent Information Systems, 2018

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Fast Streaming Behavioural Pattern Mining

Chovanak, T., Kassak, O., Kompan, M., Bielikova, M. – New Generation Computing,

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Analysis of User Behavior in Recommended Items: An Eye-tracking Study

Gaspar, P., Kompan, M., Simko, J., Bielikova, M. – 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems at RecSys, 2018

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2017

Activity-based Model Synchronization and Defects Detection for Small Teams

Ondik, J., Olejar, M., Rastocny, K., Bielikova, M. – International Conference on Software Quality, Reliability and Security – QRS, 2017

Behavioral Patterns Mining for Online Time Personalization

Chovanak, T., Kassak, O., Bielikova, M. – 25th Conference on User Modeling, Adaptation and Personalization – UMAP, 2017

Using Advanced Audio Generating Techniques to Model Electrical Energy Load

Farkas, M., Lacko, P. – Engineering Applications of Neural Networks, Communications in Computer and Information Science, 2017

Verification of Power-Management Specification at Early Stages of Power-Constrained Systems Design

Macko, D., Jelemenská, K., Čičák, P. – Journal of Circuits, Systems and Computers, 2017

2016

Automated Detection of User Deception in Online Questionnaires

M. Rybar, M. Bielikova – 11th Int. Workshop on Semantic and Social Media Adaptation and Personalization – SMAP 2016,

Personalized Rooms Based Recommendation as a Mean for Increasing Students’ Activity

V. Gondova, M. Labaj, M. Bielikova – EC-TEL 2016: 11th European Conf. on Technology Enhanced Learning

Short-term User Behaviour Changes Modelling

O. Kassak, M. Kompan, M. Bielikova – ADBIS 2016: 20th East-European Conf. on Advances in Databases and Information Systems

Pupillary Response: Removing Screen Luminosity Effects for Clearer Implicit Feedback

T. Juhaniak, P. Hlavac, R. Moro, J. Simko, M. Bielikova – UMAP 2016,

2015

Gaze-tracked Crowdsourcing

J. Simko, M Bielikova – 10th Int. Workshop on Semantic and Social Media Adaptation and Personalization – SMAP 2015

Utilizing Gaze Data in Learning: From Reading Patterns Detection to Personalization

R. Moro, M. Bielikova – UMAP 2015

Empirical Metadata Maintenance in Source Code Development Process

K. Rastočny, M. Bielikova – ECBS-EERC 2015

Discovering Code Dependencies by Harnessing Developer’s Activity

M. Konopka, P. Navrat, M. Bielikova – 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering (ICSE)

2014

Visualization of Gaze Tracking Data for UX Testing on the Web

Moro, R., Daraz, J., Bielikova, M. – Data Vizualisation Workshop (associated with Hypertext), 2014

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Discovering Educational Potential Embedded in Community Question Answering

Srba, I., Bielikova, M. – Workshop on Educational Knowledge Management (EKM), 2014

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User’s Interest Detection Through Eye Tracking for Related Documents Retrieval

Sevcech, J., Bielikova, M. – Workshop on Semantic and Social Media Adaptation and Personalization – SMAP, 2014

Motivating Learners by Dynamic Score and Personalized Activity Stream

Filipcik, R., Bielikova, M. – Workshop on Semantic and Social Media Adaptation and Personalization – SMAP 2014, 2014

2013

Trending Words in Digital Library for Term Cloud-Based Navigation

Molnar S., Bielikova M., Moro. R. – Semantic and Social Media Adaptation and Personalization, SMAP, 2013

Context-based Satisfaction Modelling for Personalized Recommendations

M. Kompan, M. Bielikova. – Semantic and Social Media Adaptation and Personalization, SMAP 2013

Designing Learning Environments Based on Collaborative Content Creation

I. Srba, M. Bielikova – Workshop on Collaborative Technologies for Working and Learning ECSCW at EC TEL 2013. CEUR

Query construction for related document search based on user annotations

J. Sevcech, M. Bielikova – ASIR 2013

2012 and older

Information Policy [In Slovak]

Susol, J., Hrbekova, V., Hrckova, A. et al. – Bratislava: STIMUL, 2012

Personalized Text Summarization Based on Important Terms Identification

Moro, R., Bielikova, M. – 23rd International Workshop on Database and Expert Systems Applications (DEXA), 2012

The Bee Hive At Work: Exploring its Searching and Optimizing Potential

Navrat, P., Bou Ezzeddine, A., Jastrzembska, L., Jelinek, T. – INFOCOMP Journal of Computer Science, 2012

Optimalizácia webových stránok pre vyhľadávacie nástroje [in Slovak]

Makulova, S. Hrckova, A. – ELET, Bratislava, 2011

Publications old

2022

Inteligentné riadenie toku energie v mikrosieti

Optimizing Post-hoc Explainability Algorithm for Finding Faithful and Understandable Explanations for a Combination of Model, Task and Data

Evaluation of End-to-End Aspect-Based Sentiment Analysis Methods employing Novel Benchmark Dataset DAORA

Upper Confidence Bound Based Communication Parameters Selection to Improve Scalability of LoRa@FIIT Communication

Average Is Not Enough: Caveats of Multilingual Evaluation

A Game for Crowdsourcing Adversarial Examples for False Information Detection

Black-box Audit of YouTube’s Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)

Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification

Utilising the Assessment List for Trustworthy AI: Three Areas of Improvement

Radar-Based Volumetric Precipitation Nowcasting: A 3D Convolutional Neural Network with UNet Architecture

Reconsidering the regulation of facial recognition in public spaces

Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims

Automated People Counting in Public Transport

Analysis of selected regulations proposed by the European Commission and technological solutions in relation to the dissemination of disinformation and the behaviour of online platforms

Anger or happiness superiority effect: A face in the crowd study involving nine emotions expressed by nine people

Towards Symbolic Time Series Representation Improved by Kernel Density Estimators

SlovakBERT: Slovak Masked Language Model

2021

An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes

Cross-lingual Learning for Text Processing: A Survey

Context-aware adaptive personalised recommendation: a meta-hybrid recommendation

Simplified introduction of power intent into a register-transfer level model

Quantitative and qualitative analysis of linking patterns of mainstream and partisan online news media in Central Europe

Constructing Sentiment Lexicon with Game for Annotation Collection

Hate speech operationalization: a preliminary examination of hate speech indicators and their structure

Stance on The Proposal for a Regulation Laying Down Harmonised Rules on Artificial Intelligence – Artificial Intelligence Act

An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes

Exploiting Subjectivity Knowledge Transfer for End-to-End Aspect-Based Sentiment Analysis

Exploring Customer Price Preference and Product Profit Role in Recommender Systems

Addressing Hate Speech with Data Science: An Overview from Computer Science Perspective

Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading

Pupil size variation in primary facial expressions–testing potential biomarker of self-criticism

Automatic question generation based on sentence structure analysis using machine learning approach

Flower Pollination Algorithm for Detection of Epistasis Associated with a Phenotype

A study of fake news reading and annotating in social media context

Intelligent Analysis of Data Streams

Cross-lingual Learning for Text Processing: A Survey

2020

Addressing False Information and Abusive Language in Digital Space Using Intelligent Approaches

Distribution-Wise Symbolic Aggregate ApproXimation (dwSAX)

Fundamentals of Cyber and Information Security (in Slovak)

SGFA: A Two-Factor Smartphone Authentication Mechanism Using Touch Behavioral Biometrics

Using SMS for Communication with IoT Devices

epiBAT: Multi-Objective Bat Algorithm for Detection of Epistatic Interactions

Automatic Query Refining Based on Eye-Tracking Feedback

Automation of Dynamic Power Management in FPGA-Based Energy-Constrained Systems

Distribution-Wise Symbolic Aggregate ApproXimation (dwSAX)

Session-based k-NNs with Semantic Suggestions for Next-item Prediction

Web Engineering

ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium

Information science: explanatory dictionaries [in Slovak]

POI Recommendation Based on Locality-Specific Seasonality and Long-Term Trends

FireAnt: Claim-based Medical Misinformation Detection and Monitoring

Confusion Detection Dataset of Mouse and Eye Movements

Addressing False Information and Abusive Language in Digital Space Using Intelligent Approaches

Navigation Leads for Exploratory Search and Navigation in Digital Libraries

Combining Cross-lingual and Cross-task Supervision for Zero-shot Learning

Scalable Real-Time Confusion Detection for Personalized Onboarding Guides

Examining the linking patterns and linkbuilding strategies of mainstream and alternative digital news media in central Europe

The Residual Variable in Decision Diagrams

Test Data Generation for MC/DC Criterion Using Reinforcement Learning

Prediction of Photovoltaic Power Using Nature-Inspired Computing

Synthesized Dataset for Search-based Test Data Generation Methods Focused on MC/DC Criterion

Machine Learning Based Test Data Generation for Safety-critical Software

EMIP: The Eye Movements in Programming Dataset

Automatic Text Generation in Slovak Language

Exploring Parameter Sharing Techniques for Cross-Lingual and Cross-Task Supervision

Behavior-Based Customer Demography Prediction in E-Commerce

2019

Monant: Universal and Extensible Platform for Monitoring, Detection and Mitigation of Antisocial Behaviour

Web-Navigation Skill Assessment through Eye-Tracking Data

Preference Dynamics and Behavioral Traits in Fashion Domain

Utilizing Eye Tracking Data for User Modeling in Personalized Recommendation

Increasing Bluetooth Low Energy Communication Efficiency by Presetting Protocol Parameters

A New Planning-Based Collision-Prevention Mechanism in Long-Range IoT Networks

Explaining Neural Network Decisions Using Input Perturbation with the Inclusion of Interactions [Slovak]

Lightweight Domain Modeling for Adaptive Web-Based Educational System

Searching for Music with Emotions