The 1st Conference on Information Technology and Data Science
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Book of abstracts.
6th November, FRIDAY
| 14:00 - 14:40 | |||
| Session A Artificial Intelligence and its Application Chair: András Hajdu |
Session B Queueing Theory and its Applications Chair: János Sztrik |
Session C Virtual Reality and Related Topics Chair: Attila Gilányi |
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| 15:00 - 15:20 | Investigation of the efficiency of an interconnected convolutional neural network by classifying medical images Oktavian Lantang, György Terdik, András Hajdu and Attila Tiba |
On Approximation of Multichannel Stochastic Networks with Merged Set of Nodes Hanna Livinska and Eugene Lebedev |
Measuring spatial orientation skills in MaxWhere Borbála Berki and Anna Sudár |
| 15:20 - 15:40 | Deep learning based cell classification in case of unbalanced dataset Dávid Kupás and Balázs Harangi |
Enhanced heuristic optimization of high order concentrated matrix-exponential distributions Salah Al-Deen Almousa and Miklós Telek |
Proposing a complex cognitive desktopvirtual reality test Anna Sudár and Borbála Berki |
| 15:40 - 16:00 | Classifying Raman spectroscopy data using machine learning algorithms for diagnosing infection with SARS-COV-2 Róbert István Oniga |
Throughput Performance Measurement of the MPT-GRE Multipath Technology in Emulated WAN Environment Szabolcs Szilágyi and Imre Bordán |
Examination of viability and utilization of eye tracking in mobile VR applications, analyzation of mobile VR trends Gergő Zilizi and Anett Rácz |
| 16:00 - 16:20 | Portfolio Solver for Verifying Binarized Neural Networks Gergely Kovásznai, Gajdár Krisztián and Nina Narodytska |
Wavelet and recurrent neural network based performance analysis of fast connectionless data transfers Zoltán Gál, Péter Polgár, Robert Tornai, Tibor Tajti and Gergely Kocsis |
Open Data, FAIR Data, Aspects of Research Data Management Márta Virágos |
| 16:30 - 17:00 | Trees classification based on Fourier coefficients of the sapflow density flux Dmitry Efrosinin, Irina Gudkova, Natalia Stepanova, Alexey Yarovslavtsev, Konstantin Samouylov and Riccardo Valentini |
A Survey of Recent Results in Finite-Source Retrial Queues with Collisions and Impatient Customers in the Orbit János Sztrik and Ádám Tóth |
Virtual Reality Exercises for Low Back Pain Patients with Fear of Movements Tomas Larsen, Ilona Heldal, Daniel Patel, Harald Soleim and Atle Geitung |
| 17:00 - 17:30 | Automatic Text Summarization for Hungarian Zijian Győző Yang, Ádám Agócs, Gabor Kusper and Tamás Váradi |
Performance Analysis of two-way communication retrial queueing systems with non-reliable server and impatient customers in the orbit Ádám Tóth and János Sztrik |
The unique potential of virtual reality in enhancing the ways in which humans communicate through communications technologies Ildikó Horváth |
| 17:40 - 18:00 | Hybrid AdaBoost and Naïve Bayes Classifier for Supervised Learning Ahiya Ahammed, Balázs Harangi and András Hajdu |
CRC Check in a High-Speed Connectionless File Transfer System Róbert Tornai, Dalma Kiss-Imre and Zoltán Gál |
Cybersecurity in virtual reality: a service for developing and deepening students’ cyber responsibility Tibor Roskó, Gyöngyi Bujdosó and Cornelia Mihaela Novac |
| 18:00 - 18:20 | Ensemble noisy label detection on MNIST István Fazekas, Attila Barta and László Fórián |
Encryption in a High-Speed Connectionless File Transfer System Róbert Tornai, Dalma Kiss-Imre and Zoltán Gál |
English language learning by visualizing the literary content of a knowledge base in the three-dimensional space István Károly Boda and Erzsébet Tóth |
| 18:20 - 18:40 | Deep Learning Based Approach for Detecting Cassini-Huygens Spacecraft Trajectory Modifications Ashraf Aldabbas and Zoltán Gál |
A contribution to scheduling of cluster networks with finite-source Attila Kuki, Tamás Bérczes, Ádám Tóth and János Sztrik |
Virtual spaces connected to the first National Theater of Hungary Attila Gilányi, Anna Rácz, Anna Maria Bólya, János Decsei and Katarzyna Chmielewska |
| The impact of servers reliability on the characteristics of cognitive radio systems Hamza Nemouchi, Mohamed Hedi Zaghouani and János Sztrik |
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7th November, SATURDAY
| 09:00 - 09:40 |
Single Stranded Architectures for Computing |
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| Session A Automata, Logic, and Models of Computation Chair: György Vaszil |
Session B Network Theory Chair: István Fazekas |
Session C General aspects of information technology Chair: László Szathmáry |
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| 10:00 - 10:20 | An encoding of the λ-calculus into the calculus of String Multiset Rewriting Péter Battyányi and Attila Bagossy |
Shape of epidemic curves in spatial scale free networks (-10:30) Julia Komjathy, John Lapinskas, Johannes Lengler and Ulysse Schaller |
Error detection and analysis of P4 programs Gabriella Tóth and Máté Tejfel |
| 10:20 - 10:40 | Dealing with Uncertainty: a Rough-Set-Based Approach with the Background of Classical Logic Tamás Kádek and Tamás Mihálydeák |
10:30 - Preferential attachment random graphs with multiple type elements Ágnes Backhausz, Edit Bognár and Bence Rozner |
Platform-independent microbenchmarking in C György Vereb and Attila Bagossy |
| 10:40 - 11:00 | Comparison of Similarity-based Rough Sets and Covering Approximation Spaces on Real Data Dávid Nagy and Tamás Mihálydeák |
Neuron network model in the study of Smart City ideas Mátyás Varga, Bence Soltész, Norbert Fiedler, Anikó Apró, Balázs Borsos, Gábor Kiss and Zoltán A. Godó |
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| 11:00 - 11:20 | Introducing w-Horn and z-Horn: A Generalization of Horn and q-Horn Formulae Gábor Kusper, Csaba Biró, Attila Adamkó and Imre Baják |
Theoretical and simulation results for a multi-type network evolution model Attila Barta and István Fazekas |
Red Flower Hell: a Minecraft MALMÖ Challenge to Support Introductory Programming Courses Norbert Bátfai, Tünde Tutor, Zoltán Bartha and András Czanik |
| 11:30 - 12:00 | Exploiting the structure of communicationin actor systems Krisztián Schäffer and Csaba István Sidló |
A continuous-time random graph model (-11:50) Bettina Porvázsnyik |
A Review on Latest Trends in Non-Technical Loss Detection Khawaja Moyeezullah Ghori, Muhammad Awais, Akmal Saeed Khattak, Muhammad Imran, Rabeeh Ayaz Abbasi and László Szathmáry |
| 12:00 - 12:30 | Neural networks and the game of life Erik Zoltán Hidi and Géza Horváth |
(11:50 - ) Genealogical networks: a case study from the perspective of network science Imre Bordán and Imre Varga |
Machine learning on Android with Oracle Tribuo, SMILE and Weka Máté Szabó |
| (12:10 - ) A case study of using DiNA - Directed Network Analyzer Gergely Kocsis and Máté Csongor Széll |
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| 12:30 - 13:00 | Analysis of the Triangular Implementation of Game of Life Géza Horváth and Dávid Petrik |
Multi Dimensional Analysis of Sensor Communication Processes Mohamed Amine Korteby |
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| 14:00 - 14:40 | |||
| Session A Computational Statistics with Applications Chair: Sándor Baran |
Session B Embedded System Design and Applications Chair: István Oniga |
Session C Cryptography and Data Security Chair: Attila Pethő |
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| 15:00 - 15:20 | Simulating differential distributions in Beta-Poisson models, in particular for single-cell RNA sequencing data Roman Schefzik |
Multi-Resident location detecting in Smart Home Alexan Anca, Alexandru Alexan and Stefan Oniga |
Digit Expansions for Efficient Group Operations Clemens Heuberger |
| 15:20 - 15:40 | How well can screening sensitivity and sojourn time be estimated? Ayman Hijazy and András Zempléni |
Smartwatch activity recognition using ML.net framework Alexandru Alexan, Alexan Anca and Stefan Oniga |
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| 15:40 - 16:00 | Compositional Trend Filtering Christopher Rieser and Peter Filzmoser |
Comparson of EEG data processing using feedforward and convolutionak neural network Yu Xie, Stefan Oniga and Tamás Majoros |
A Provably Secure Authentication for Smart Homes Norbert Oláh and Andrea Huszti |
| 16:00 - 16:20 | Testing various numerical methods for the efficient optimization of detailed chemical reaction mechanisms Simret Goitom, Tamás Turányi, Márton Kovács, Máté Papp and László Pál |
Motor Imagery EEG Classification using Feedforward Neural Network Tamás Majoros, Stefan Oniga and Yu Xie |
A secure electronic exam system using Identity-based Cryptography Ádám Vécsi and Attila Pethő |
| 16:30 - 17:00 | Strategies to replace high proportions of zeros in compositional data Peter Filzmoser, Sugnet Lubbe and Matthias Templ |
Development of a Man-in-the-Middle Attack Device for the CAN Bus András Gazdag, Csongor Ferenczi and Levente Buttyán |
Cryptanalysis of ITRU (-16:50) Hayder Hashim, Alexandra Molnár and Szabolcs Tengely |
| 17:00 - 17:30 | A classification tree for functional data Annette Möller and Jan Gertheiss |
N-bit per Volt ADC implemented on FPGA and FPAA: Design of the Front End Salam Zayer, Marwah Al-Bayati, György Györök and Ahmed Bouzid |
Generalized Middle-Square Method (-17:20) Viktória Padányi and Tamás Herendi |
| 17:40 - 18:00 | Truncated generalized extreme value distribution based ensemble model output statistics model for probabilistic wind-speed forecasting Sándor Baran, Patrícia Szokol and Marianna Szabó |
TEE Based Protection of Cryptographic Keys on Embedded IoT Devices Máté Zombor, Dorottya Papp and Levente Buttyán |
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| 18:00 - 18:20 | Post-processing methods for calibrating the wind speed forecasts in central regions of Chile Mailiu Diaz, Orietta Nicolis, Julio Marin and Sándor Baran |
Attacking the IEC 60870-5-104 protocol Péter György and Tamás Holczer |
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| 18:20 - 18:40 | Machine learning-based post-processing of total cloud cover ensemble forecasts Ágnes Baran, Sebastian Lerch, Mehrez El Ayari and Sándor Baran |
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8th November, SUNDAY
| 09:00 - 09:40 | |||
| Session A Computer Graphics and Data Visualization Chair: Roland Kunkli |
Session B Smart Cities: Theory and its Applications Chair: Márton Ispány |
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| 10:00 - 10:20 | A possible optimisation procedure for US and MRI tongue contours Réka Trencsényi and László Czap |
Possible neural models to support the design of Prime Convo Assistant Norbert Bátfai and Máté Szabó |
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| 10:20 - 10:40 | Compute Shader in Image Processing Development Róbert Tornai and Péter Fürjes-Benke |
Inversion of Artificial Neural Networks for WiFi RSSI Propagation Modeling Bence Bogdándy and Zsolt Tóth |
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| 10:40 - 11:00 | A study on the intersections of the envelope of RE curves in skinning Kinga Kruppa, Roland Kunkli and Miklós Hoffmann |
Tuning of Category Hierarchy Enhanced Classification based Indoor Positioning Judit Tamás and Zsolt Tóth |
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| 11:00 - 11:20 | Time Evolution Model for Classifying Files in Antivirus Testing Procedures László Bognár, Antal Joos and Bálint Nagy |
Station Based Real Time Trip Planning Algorithm Mustafa Alzaidi and Anikó Vágner |
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| 11:30 - 12:00 | Implementing a Barycentric Coordinates-based Visualization Framework for Movement of Microscopic Organisms Andrea Bodonyi, Győző Kurucz, Gábor Holló and Roland Kunkli |
Simulation of traffic flow using Markov models Márton Ispány, Norbert Bátfai, Renátó Besenczi, Péter Jeszenszky and Máté Szabó |
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| 12:00 - 12:30 | A WebGL-based virtual puzzle game for spatial skill development purposes Bence Dániel Erős and Roland Kunkli |
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