Comparison of Deep Learning Models and Various Text Pre-Processing Techniques for the Toxic Comments Classification von Maslej-Krešňáková, Viera, Sarnovský, Martin, Butka, Peter, Machová, Kristína

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Hierarchical Intrusion Detection Using Machine Learning and Knowledge Model von Sarnovsky, Martin, Paralic, Jan

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Fake News Detection Related to the COVID-19 in Slovak Language Using Deep Learning Methods von Sarnovský, Martin, Maslej-Krešňáková, Viera, Ivancová, Klaudia

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Use of Data Augmentation Techniques in Detection of Antisocial Behavior Using Deep Learning Methods von Maslej-Krešňáková, Viera, Sarnovský, Martin, Jacková, Júlia

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Semantic Composition of Data Analytical Processes von Bednár, Peter, Ivančáková, Juliana, Sarnovský, Martin

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Detecting the Absence of Lung Sliding in Ultrasound Videos Using 3D Convolutional Neural Networks von Kolárik, Michal, Sarnovský, Martin, Paralič, Ján

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Classification of the drifting data streams using heterogeneous diversified dynamic class-weighted ensemble von Sarnovsky, Martin, Kolarik, Michal

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Emotion Analysis in Human–Robot Interaction von Szabóová, Martina, Sarnovský, Martin, Maslej Krešňáková, Viera, Machová, Kristína

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Explainability of deep learning models in medical video analysis: a survey von Kolarik, Michal, Sarnovsky, Martin, Paralic, Jan, Babic, Frantisek

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Improvement in the Efficiency of a Distributed Multi-Label Text Classification Algorithm Using Infrastructure and Task-Related Data von Sarnovsky, Martin, Olejnik, Marek

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PREDICTIVE MODELS FOR SUPPORT OF INCIDENT MANAGEMENT PROCESS IN IT SERVICE MANAGEMENT von Sarnovsky, Martin, Surma, Juraj

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Knowledge-Based Approaches to Intelligent Data Analysis von Bednár, Peter, Paralič, Ján, Babič, František, Sarnovský, Martin

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Adaptive Bagging Methods for Classification of Data Streams with Concept Drift von Sarnovsky, Martin, Marcinko, Jan

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Addressing False Information and Abusive Language in Digital Space Using Intelligent Approaches von Machova, Kristina, Srba, Ivan, Sarnovský, Martin, Paralič, Ján, Kresnakova, Viera Maslej, Hrckova, Andrea, Kompan, Michal, Simko, Marian, Blaho, Radoslav, Chuda, Daniela, Bielikova, Maria, Navrat, Pavol

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Analytical Platform Based on Jbowl Library Providing Text-Mining Services in Distributed Environment von Sarnovský, Martin, Butka, Peter, Bednár, Peter, Babič, František, Paralič, Ján

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Big Data Processing and Analytics Platform Architecture for Process Industry Factories von Sarnovsky, Martin, Bednar, Peter, Smatana, Miroslav

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Cross-Sectorial Semantic Model for Support of Data Analytics in Process Industries von Sarnovsky, Martin, Bednar, Peter, Smatana, Miroslav

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Measurement Center Processes Support in the Automotive Industry von Sarnovsky, Martin, Cibulova, Petra

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Social-Media Data Analysis Using Tessera Framework in the Hadoop Cluster Environment von Sarnovsky, Martin, Butka, Peter, Paulina, Jakub

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Distributed Classification of Textual Documents on the Grid von Janciak, Ivan, Sarnovsky, Martin, Tjoa, A Min, Brezany, Peter

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