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Publications old

2022

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

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

Auditing YouTube’s Recommendation Algorithm for Misinformation Filter Bubbles

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

YesElf: Personalized Onboarding for Web Applications

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

MISDEED – Odhaľovanie medicínskych dezinformácií s využitím tvrdení a expertov