Tomás Horváth

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 88

Top Venues

Publications

Rafael Gomes Mantovani, Tomás Horváth, André L. D. Rossi, Ricardo Cerri, Sylvio Barbon Junior, Joaquin Vanschoren, André C. P. L. F. de Carvalho
Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms. Data Min. Knowl. Discov. 38 (3) (2024)
Zakarya Farou, Yizhi Wang, Tomás Horváth
Cluster-based oversampling with area extraction from representative points for class imbalance learning. Intell. Syst. Appl. 22 (2024)
Tomás Horváth, Rafael G. Mantovani, André C. P. L. F. de Carvalho
Hyper-parameter initialization of classification algorithms using dynamic time warping: A perspective on PCA meta-features. Appl. Soft Comput. 134 (2023)
Pavel Novák, Patrik Kaura, Václav Oujezský, Tomás Horváth
Ransomware File Detection Using Hashes and Machine Learning. ICUMT (2023)
Václav Oujezský, Pavel Novák, Tomás Horváth, Martin Holik, Michal Jurcik
Data Backup System with Integrated Active Protection Against Ransomware. TSP (2023)
Ondrej Klicnik, Klara Turcanova, Petr Munster, Adrian Tomasov, Tomás Horváth, Jan Hajny
Deploying Quantum Key Distribution into the Existing University Data Infrastructure. AFRICON (2023)
Rudolf Vohnout, Ivo Bukovsky, Shuo-Yan Chou, Jakub Geyer, Ondrej Budik, Rohit Sharma, Milos Prokýsek, Tomás Horváth, Annemie Wyckmans
Living Lab Long-Term Sustainability in Hybrid Access Positive Energy Districts - A Prosumager Smart Fog Computing Perspective. IEEE Internet Things J. 10 (21) (2023)
Tsegaye Misikir Tashu, Marc Lenz, Tomás Horváth
NCC: Neural concept compression for multilingual document recommendation. Appl. Soft Comput. 142 (2023)
Dániel Horváth, Gábor Erdös, Zoltán Istenes, Tomás Horváth, Sándor Földi
Object Detection Using Sim2Real Domain Randomization for Robotic Applications. IEEE Trans. Robotics 39 (2) (2023)
Dániel Tamás Várkonyi, José Luis Seixas Junior, Tomás Horváth
Dynamic noise filtering for multi-class classification of beehive audio data. Expert Syst. Appl. 213 (Part) (2023)
L'ubomír Antoni, Peter Elias, Tomás Horváth, Stanislav Krajci, Ondrej Krídlo, Csaba Török
Squared Symmetric Formal Contexts and Their Connections with Correlation Matrices. ICCS (2023)
Martin Cízek, Ondrej Cíp, Ondrej Mokrý, Petr Dejdar, Petr Munster, Tomás Horváth
Comparing Sensitivity of Methods to Measure Acoustic Vibrations in Optical Fibers. SENSORS (2023)
Zakarya Farou, Mohamed Aharrat, Tomás Horváth
A Comparative Study of Assessment Metrics for Imbalanced Learning. ADBIS (Short Papers) (2023)
Tsegaye Misikir Tashu, Tomás Horváth
Synonym-Based Essay Generation and Augmentation for Robust Automatic Essay Scoring. IDEAL (2022)
Wadie Skaf, Tomás Horváth
Denoising Architecture for Unsupervised Anomaly Detection in Time-Series. CoRR (2022)
Petr Dejdar, Pavel Záviska, Sobeslav Valach, Petr Münster, Tomás Horváth
Image Edge Detection Methods in Perimeter Security Systems Using Distributed Fiber Optical Sensing. Sensors 22 (12) (2022)
Wadie Skaf, Tomás Horváth
Denoising Architecture for Unsupervised Anomaly Detection in Time-Series. ADBIS (Short Papers) (2022)
Ermiyas Birihanu, Jiyan Mahmud, Péter Kiss, Adolf Kamuzora, Wadie Skaf, Tomás Horváth, Tamás Jursonovics, Peter Pogrzeba, Imre Lendák
Client Error Clustering Approaches in Content Delivery Networks (CDN). CoRR (2022)
Vladimir Spurny, Petr Munster, Adrian Tomasov, Tomás Horváth, Edvin Skaljo
Physical Layer Components Security Risks in Optical Fiber Infrastructures. Sensors 22 (2) (2022)
Tsegaye Misikir Tashu, Chandresh Kumar Maurya, Tomás Horváth
Deep Learning Architecture for Automatic Essay Scoring. CoRR (2022)
Tsegaye Misikir Tashu, Sara Fattouh, Péter Kiss, Tomás Horváth
Multimodal E-Commerce Product Classification Using Hierarchical Fusion. CoRR (2022)
Adolf Kamuzora, Wadie Skaf, Ermiyas Birihanu, Jiyan Mahmud, Péter Kiss, Tamás Jursonovics, Peter Pogrzeba, Imre Lendák, Tomás Horváth
Matrix Factorization for Cache Optimization in Content Delivery Networks (CDN). CoRR (2022)
Dániel Horváth, Gábor Erdös, Zoltán Istenes, Tomás Horváth, Sándor Földi
Object Detection Using Sim2Real Domain Randomization for Robotic Applications. CoRR (2022)
Sofiane Ouaari, Tsegaye Misikir Tashu, Tomás Horváth
Multimodal Feature Extraction for Memes Sentiment Classification. CoRR (2022)
Ondrej Klicnik, Adrian Tomasov, Petr Munster, Tomás Horváth, Jan Hajny
Long-term Parameters Monitoring of the IDQ Clavis 3 QKD System. SoftCOM (2022)
Dániel Tamás Várkonyi, Márta Alexy, Tomás Horváth
Beyond Sensor Data Analysis: Unexpected Challenges in a Honeybee Monitoring Project. ITAT (2022)
Zakarya Farou, Liudmila Kopeikina, Tomás Horváth
Solving Multi-class Imbalance Problems Using Improved Tabular GANs. IDEAL (2022)
Vilmos Tibor Salamon, Tsegaye Misikir Tashu, Tomás Horváth
Linear Concept Approximation for Multilingual Document Recommendation. IDEAL (2021)
Tomás Horváth, Rafael Gomes Mantovani, André C. P. L. F. de Carvalho
Time-Series in Hyper-parameter Initialization of Machine Learning Techniques. IDEAL (2021)
Péter Kiss, Tomás Horváth
Migrating Models: A Decentralized View on Federated Learning. PKDD/ECML Workshops (1) (2021)
Adrian Tomasov, Tomás Horváth, Petr Munster, Martin Holik, Václav Oujezský
FPGA xPON Traffic Analysis. TSP (2021)
Marc Lenz, Tsegaye Misikir Tashu, Tomás Horváth
Learning Inter-Lingual Document Representations via Concept Compression. IDEAL (2021)
Ondrej Klicnik, Petr Munster, Tomás Horváth, Jan Hajny, Lukas Malina
Quantum Key Distribution Polygon. ICUMT (2021)
Vladimir Spurny, Petr Munster, Tomás Horváth, Edvin Skaljo
Leakage of Information Through Passive Components in Optical Fiber Infrastructures. ICUMT (2021)
Tsegaye Misikir Tashu, Sakina Hajiyeva, Tomás Horváth
Multimodal Emotion Recognition from Art Using Sequential Co-Attention. J. Imaging 7 (8) (2021)
Chandresh Kumar Maurya, Neelamadhav Gantayat, Sampath Dechu, Tomás Horváth
Online Similarity Learning with Feedback for Invoice Line Item Matching. CoRR (2020)
Petr Munster, Tomás Horváth
Intelligent Technical Textiles Based on Fiber Bragg Gratings for Strain Monitoring. Sensors 20 (10) (2020)
Zakarya Farou, Noureddine Mouhoub, Tomás Horváth
Data Generation Using Gene Expression Generator. IDEAL (2) (2020)
Tsegaye Misikir Tashu, Tomás Horváth
Attention-Based Multi-modal Emotion Recognition from Art. ICPR Workshops (3) (2020)
Gábor Szegedi, Diána Bajdikné Veres, Imre Lendák, Tomás Horváth
Context-based Information Classification on Hungarian Invoices. ITAT (2020)
Michal Látal, Petr Dejdar, Tomás Horváth, Petr Münster
Simultaneous Transmission of Data and Sensory Signal with Gradual Increase in Channel Spacing. TSP (2020)
Ekaterina Zolotareva, Tsegaye Misikir Tashu, Tomás Horváth
Abstractive Text Summarization using Transfer Learning. ITAT (2020)
Péter Kiss, Tomás Horváth, Vukasin Felbab
Stateful Optimization in Federated Learning of Neural Networks. IDEAL (2) (2020)
Václav Oujezský, Adrian Tomasov, Martin Holik, Vladislav Skorpil, Tomás Horváth, Michal Jurcik
GPON Traffic Analysis with TensorFlow. TSP (2020)
Amjad Balawi, Abdullah Al Zoabi, José Luis Seixas Junior, Tomás Horváth
Classification of a Small Imbalanced Dataset of Vine Leaves Images using Deep Learning Techniques. ITAT (2020)
Tsegaye Misikir Tashu, Tomás Horváth
SmartScore-Short Answer Scoring Made Easy Using Sem-LSH. ICSC (2020)
Andrea Galloni, Imre Lendák, Tomás Horváth
A Novel Evaluation Metric for Synthetic Data Generation. IDEAL (2) (2020)
José Luis Seixas Junior, Tomás Horváth
KNN Algorithm with DTW Distance for Signature Classification of Wine Leaves. ITAT (2020)
Martin Holik, Tomás Horváth, Václav Oujezský, Petr Munster, Adrian Tomasov, Sobeslav Valach
MongoDB Database as Storage for GPON Frames. Sensors 20 (21) (2020)
Martin Holik, Tomás Horváth, Václav Oujezský, Petr Munster, Zdenek Vais
Storage for Traffic from xPON Networks. TSP (2020)
Ning-Hai Bao, Subhadeep Sahoo, Ming Kuang, Guo-Ping Li, Tomás Horváth
Synchronous Evacuation for Dual Virtual Machines Under Disaster Risks. TSP (2020)
Roland Krisztián Szabó, Tomás Horváth, Ádám Tarcsi
Analysis of Delay Patterns and Correlations in Railway Traffic Data. ITAT (2020)
Petr Munster, Tomás Horváth, Josef Vojtech
Distributed Sensing Based on Interferometry and Polarization Methods for Use in Fibre Infrastructure Protection. Sensors 19 (8) (2019)
Michal Jurcik, Tomás Horváth, Václav Oujezský, Vladislav Skorpil, Martin Holik
GPON Parser for Database Analysis. TSP (2019)
Petr Dejdar, Petr Munster, Tomás Horváth
High-speed Data Acquisition and Signal Processing Using Cost Effective ARM + FPGA Processors. TSP (2019)
Tsegaye Misikir Tashu, Dávid Szabó, Tomás Horváth
Reducing Annotation Effort in Automatic Essay Evaluation Using Locality Sensitive Hashing. ITS (2019)
Václav Oujezský, David Chapcak, Tomás Horváth, Petr Munster
Security Testing Of Active Optical Network Devices. TSP (2019)
Krisztian Buza, Tomás Horváth
Factorization Machines for Blog Feedback Prediction. CORES (2019)
Václav Oujezský, Tomás Horváth, Michal Jurcik, Vladislav Skorpil, Martin Holik, Marek Kvás
Fpga Network Card And System For Gpon Frames Analysis At Optical Layer. TSP (2019)
Imre Lendák, Tomás Horváth
Efficient Load Profiling and Forecasting in Large Electric Power Systems. ITAT (2019)
Tsegaye Misikir Tashu, Julius P. Esclamado, Tomás Horváth
Intelligent On-line Exam Management and Evaluation System. ITS (2019)
Tomás Horváth, Michal Jurcik, Václav Oujezský, Vladislav Skorpil
GPON Analyzer - Frame Parser Module. TSP (2019)
Václav Oujezský, Tomás Horváth, Petr Munster
Application for Determining whether IP Addresses belong to a Map by Coordinates. TSP (2019)
Tsegaye Misikir Tashu, Tomás Horváth
Semantic-Based Feedback Recommendation for Automatic Essay Evaluation. IntelliSys (2) (2019)
Gábor Szegedi, Péter Kiss, Tomás Horváth
Evolutionary Federated Learning on EEG-data. ITAT (2019)
Tomás Horváth, Petr Munster, Václav Oujezský, Josef Vojtech, Martin Holik, Petr Dejdar, Michal Látal
GPON Network with Simulated Rogue ONU. SoftCOM (2019)
Václav Oujezský, Vladislav Skorpil, Tomás Horváth
GPON Frame Analysis with Artificial Immune System. ICUMT (2019)
Vukasin Felbab, Péter Kiss, Tomás Horváth
Optimization in Federated Learning. ITAT (2019)
Ladislav Peska, Tsegaye Misikir Tashu, Tomás Horváth
Swarm intelligence techniques in recommender systems - A review of recent research. Swarm Evol. Comput. 48 (2019)
Tomás Horváth, Vlastimil Clupek, Petr Munster, Václav Oujezský
Key Exchange with PUF in NG-PON2 Networks. TSP (2019)
Tomás Horváth, Petr Munster, Josef Vojtech, Vladimír Smotlacha
Simultaneous Transmission of Photonic Services over One Fiber with an ITU 100 GHz Grid. Sensors 19 (7) (2019)
Tsegaye Misikir Tashu, Tomás Horváth
A Layered Approach to Automatic Essay Evaluation Using Word-Embedding. CSEDU (Selected Papers) (2018)
Tsegaye Misikir Tashu, Tomás Horváth
Pair-Wise: Automatic Essay Evaluation using Word Mover's Distance. CSEDU (1) (2018)
Andrea Galloni, Balázs Horváth, Tomás Horváth
Real-time Monitoring of Hungarian Highway Traffic from Cell Phone Network Data. ITAT (2018)
Rafael Gomes Mantovani, Tomás Horváth, Ricardo Cerri, Sylvio Barbon Junior, Joaquin Vanschoren, André Carlos Ponce de Leon Ferreira de Carvalho
An empirical study on hyperparameter tuning of decision trees. CoRR (2018)
Tomás Horváth, Petr Munster, Václav Oujezský, Josef Vojtech
Activation Process of ONU in EPON/GPON Networks. TSP (2018)
Josef Vojtech, Martin Slapák, Tomás Horváth, Michal Altmann, Ondrej Havlis, Pavel Skoda, Petr Munster, Jan Kundrat, Radek Velc, Vladimír Smotlacha, Jan Radil, Lada Altmannova, Rudolf Vohnout, Michal Hazlinsky, Radan Slavík
Transmission Delay Stabilization Using Commercial Pluggable Small Form Factor Transceiver Based on V-Cavity Laser. TSP (2018)
Tomás Horváth, André Carlos Ponce de Leon Ferreira de Carvalho
Evolutionary computing in recommender systems: a review of recent research. Nat. Comput. 16 (3) (2017)
Josef Vojtech, Ondrej Havlis, Martin Slapák, Pavel Skoda, Vladimír Smotlacha, Radek Velc, Petr Munster, Jan Kundrat, Michal Altmann, Jan Radil, Lada Altmannova, Rudolf Vohnout, Michal Hazlinsky, Tomás Horváth, Radan Slavík, Martin Cízek, Lenka Pravdova, Simon Rerucha, Jan Hrabina, Ondrej Cíp
Joint stable optical frequency and precise time transfer over 406 km of shared fiber lines - Study. TSP (2017)
Milos Kravcik, Olga C. Santos, Jesus Boticario, Mária Bieliková, Tomás Horváth
UMAP 2017 PALE Workshop Organizers' Welcome. UMAP (Adjunct Publication) (2017)
Balász Horváth, Tomás Horváth
Evaluating Data Sources for Crawling Events from the Web. ITAT (2017)
Tomás Horváth, Rafael Gomes Mantovani, André C. P. L. F. de Carvalho
Effects of Random Sampling on SVM Hyper-parameter Tuning. ISDA (2016)
Rafael Gomes Mantovani, Tomás Horváth, Ricardo Cerri, Joaquin Vanschoren, André C. P. L. F. de Carvalho
Hyper-Parameter Tuning of a Decision Tree Induction Algorithm. BRACIS (2016)
Petr Munster, Josef Vojtech, Tomás Horváth, Ondrej Havlis, Pavel Hanak, Milan Cucka, Miloslav Filka
Simultaneous transmission of distributed sensors and data signals. TSP (2016)
Václav Oujezský, Tomás Horváth
Case study and comparison of SimPy 3 and OMNeT++ Simulation. TSP (2016)
Václav Oujezský, Tomás Horváth, Vladislav Skorpil
Modeling botnet C&C traffic lifespans from NetFlow using survival analysis. TSP (2016)
Lukas Malina, Petr Munster, Jan Hajny, Tomás Horváth
Towards Secure Gigabit Passive Optical Networks - Signal Propagation based Key Establishment. SECRYPT (2015)
Lukas Koci, Tomás Horváth, Petr Munster, Michal Jurcik, Miloslav Filka
Transmission convergence layer in XG-PON. TSP (2015)
Lenka Pisková, Tomás Horváth
Computing Concept Lattices from Very Sparse Large-Scale Formal Contexts. ICCS (2014)
Ruth Janning, André Busche, Tomás Horváth, Lars Schmidt-Thieme
Buried pipe localization using an iterative geometric clustering on GPR data. Artif. Intell. Rev. 42 (3) (2014)
Stefan Pero, Tomás Horváth
How patterns in source codes of students can help in detection of their programming skills? EDM (2014)
Lenka Pisková, Tomás Horváth
Comparing Performance of Formal Concept Analysis and Closed Frequent Itemset Mining Algorithms on Real Data. CLA (2013)
Stefan Pero, Tomás Horváth
Opinion-Driven Matrix Factorization for Rating Prediction. UMAP (2013)
Stefan Pero, Tomás Horváth
Detection of Inconsistencies in Student Evaluations. CSEDU (2013)
Lucas Drumond, Nguyen Thai-Nghe, Tomás Horváth, Lars Schmidt-Thieme
Factorization techniques for student performance classification and ranking. UMAP Workshops (2012)
Nguyen Thai-Nghe, Lucas Drumond, Tomás Horváth, Lars Schmidt-Thieme
Using factorization machines for student modeling. UMAP Workshops (2012)
Lenka Pisková, Stefan Pero, Tomás Horváth, Stanislav Krajci
Mining Concepts from Incomplete Datasets Utilizing Matrix Factorization. CLA (2012)
Krisztian Buza, Alexandros Nanopoulos, Tomás Horváth, Lars Schmidt-Thieme
GRAMOFON: General model-selection framework based on networks. Neurocomputing 75 (1) (2012)
Ruth Janning, Tomás Horváth, André Busche, Lars Schmidt-Thieme
GamRec: A Clustering Method Using Geometrical Background Knowledge for GPR Data Preprocessing. AIAI (1) (2012)
André Busche, Ruth Janning, Tomás Horváth, Lars Schmidt-Thieme
A Unifying Framework for GPR Image Reconstruction. GfKl (2012)

Tomás Horváth.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

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Tomás Horváth