Tomás Horváth

Data Min. Knowl. Discov., May, 2024

Cluster-based oversampling with area extraction from representative points for class imbalance learning.

[BibT_eX]

[DOI]

Yizhi Wang

Intell. Syst. Appl., 2024

2023

Object Detection Using Sim2Real Domain Randomization for Robotic Applications.

[BibT_eX]

[DOI]

IEEE Trans. Robotics, April, 2023

Hyper-parameter initialization of classification algorithms using dynamic time warping: A perspective on PCA meta-features.

[BibT_eX]

[DOI]

Rafael G. Mantovani

Appl. Soft Comput., February, 2023

Living Lab Long-Term Sustainability in Hybrid Access Positive Energy Districts - A Prosumager Smart Fog Computing Perspective.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2023

Dynamic noise filtering for multi-class classification of beehive audio data.

[BibT_eX]

[DOI]

Dániel Tamás Várkonyi

José Luis Seixas Junior

Expert Syst. Appl., 2023

NCC: Neural concept compression for multilingual document recommendation.

[BibT_eX]

[DOI]

Marc Lenz

Appl. Soft Comput., 2023

Data Backup System with Integrated Active Protection Against Ransomware.

[BibT_eX]

[DOI]

Proceedings of the 46th International Conference on Telecommunications and Signal Processing, 2023

Comparing Sensitivity of Methods to Measure Acoustic Vibrations in Optical Fibers.

[BibT_eX]

[DOI]

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Ransomware File Detection Using Hashes and Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

Squared Symmetric Formal Contexts and Their Connections with Correlation Matrices.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representation and Reasoning, 2023

Deploying Quantum Key Distribution into the Existing University Data Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the IEEE AFRICON 2023, Nairobi, Kenya, September 20-22, 2023, 2023

A Comparative Study of Assessment Metrics for Imbalanced Learning.

[BibT_eX]

[DOI]

Mohamed Aharrat

Proceedings of the New Trends in Database and Information Systems, 2023

2022

Physical Layer Components Security Risks in Optical Fiber Infrastructures.

[BibT_eX]

[DOI]

Sensors, 2022

Image Edge Detection Methods in Perimeter Security Systems Using Distributed Fiber Optical Sensing.

[BibT_eX]

[DOI]

Sensors, 2022

Matrix Factorization for Cache Optimization in Content Delivery Networks (CDN).

[BibT_eX]

[DOI]

CoRR, 2022

Client Error Clustering Approaches in Content Delivery Networks (CDN).

[BibT_eX]

[DOI]

CoRR, 2022

Multimodal Feature Extraction for Memes Sentiment Classification.

[BibT_eX]

[DOI]

Sofiane Ouaari

CoRR, 2022

Multimodal E-Commerce Product Classification Using Hierarchical Fusion.

[BibT_eX]

[DOI]

Sara Fattouh

CoRR, 2022

Deep Learning Architecture for Automatic Essay Scoring.

[BibT_eX]

[DOI]

Chandresh Kumar Maurya

CoRR, 2022

Long-term Parameters Monitoring of the IDQ Clavis 3 QKD System.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Software, 2022

Beyond Sensor Data Analysis: Unexpected Challenges in a Honeybee Monitoring Project.

[BibT_eX]

[DOI]

Dániel Tamás Várkonyi

Márta Alexy

Proceedings of the 22nd Conference Information Technologies, 2022

Synonym-Based Essay Generation and Augmentation for Robust Automatic Essay Scoring.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

Solving Multi-class Imbalance Problems Using Improved Tabular GANs.

[BibT_eX]

[DOI]

Liudmila Kopeikina

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

Denoising Architecture for Unsupervised Anomaly Detection in Time-Series.

[BibT_eX]

[DOI]

Wadie Skaf

Proceedings of the New Trends in Database and Information Systems, 2022

2021

Multimodal Emotion Recognition from Art Using Sequential Co-Attention.

[BibT_eX]

[DOI]

Sakina Hajiyeva

J. Imaging, 2021

FPGA xPON Traffic Analysis.

[BibT_eX]

[DOI]

Proceedings of the 44th International Conference on Telecommunications and Signal Processing, 2021

Migrating Models: A Decentralized View on Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Linear Concept Approximation for Multilingual Document Recommendation.

[BibT_eX]

[DOI]

Vilmos Tibor Salamon

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Learning Inter-Lingual Document Representations via Concept Compression.

[BibT_eX]

[DOI]

Marc Lenz

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Time-Series in Hyper-parameter Initialization of Machine Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Leakage of Information Through Passive Components in Optical Fiber Infrastructures.

[BibT_eX]

[DOI]

Proceedings of the 13th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2021

Quantum Key Distribution Polygon.

[BibT_eX]

[DOI]

Proceedings of the 13th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2021

2020

Intelligent Technical Textiles Based on Fiber Bragg Gratings for Strain Monitoring.

[BibT_eX]

[DOI]

Sensors, 2020

MongoDB Database as Storage for GPON Frames.

[BibT_eX]

[DOI]

Sensors, 2020

Online Similarity Learning with Feedback for Invoice Line Item Matching.

[BibT_eX]

[DOI]

Chandresh Kumar Maurya

Neelamadhav Gantayat

Sampath Dechu

CoRR, 2020

GPON Traffic Analysis with TensorFlow.

[BibT_eX]

[DOI]

Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

Simultaneous Transmission of Data and Sensory Signal with Gradual Increase in Channel Spacing.

[BibT_eX]

[DOI]

Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

Storage for Traffic from xPON Networks.

[BibT_eX]

[DOI]

Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

Synchronous Evacuation for Dual Virtual Machines Under Disaster Risks.

[BibT_eX]

[DOI]

Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

SmartScore-Short Answer Scoring Made Easy Using Sem-LSH.

[BibT_eX]

[DOI]

Proceedings of the IEEE 14th International Conference on Semantic Computing, 2020

Abstractive Text Summarization using Transfer Learning.

[BibT_eX]

[DOI]

Ekaterina Zolotareva

Proceedings of the 20th Conference Information Technologies, 2020

Context-based Information Classification on Hungarian Invoices.

[BibT_eX]

[DOI]

Proceedings of the 20th Conference Information Technologies, 2020

Analysis of Delay Patterns and Correlations in Railway Traffic Data.

[BibT_eX]

[DOI]

Roland Krisztián Szabó

Ádám Tarcsi

Proceedings of the 20th Conference Information Technologies, 2020

KNN Algorithm with DTW Distance for Signature Classification of Wine Leaves.

[BibT_eX]

[DOI]

José Luis Seixas Junior

Proceedings of the 20th Conference Information Technologies, 2020

Classification of a Small Imbalanced Dataset of Vine Leaves Images using Deep Learning Techniques.

[BibT_eX]

[DOI]

Amjad Balawi

Abdullah Al Zoabi

José Luis Seixas Junior

Proceedings of the 20th Conference Information Technologies, 2020

Stateful Optimization in Federated Learning of Neural Networks.

[BibT_eX]

[DOI]

Vukasin Felbab

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

A Novel Evaluation Metric for Synthetic Data Generation.

[BibT_eX]

[DOI]

Andrea Galloni

Imre Lendák

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Data Generation Using Gene Expression Generator.

[BibT_eX]

[DOI]

Noureddine Mouhoub

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Attention-Based Multi-modal Emotion Recognition from Art.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Swarm intelligence techniques in recommender systems - A review of recent research.

[BibT_eX]

[DOI]

Ladislav Peska

Swarm Evol. Comput., 2019

Distributed Sensing Based on Interferometry and Polarization Methods for Use in Fibre Infrastructure Protection.

[BibT_eX]

[DOI]

Josef Vojtech

Sensors, 2019

Simultaneous Transmission of Photonic Services over One Fiber with an ITU 100 GHz Grid.

[BibT_eX]

[DOI]

Sensors, 2019

Application for Determining whether IP Addresses belong to a Map by Coordinates.

[BibT_eX]

[DOI]

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Fpga Network Card And System For Gpon Frames Analysis At Optical Layer.

[BibT_eX]

[DOI]

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Security Testing Of Active Optical Network Devices.

[BibT_eX]

[DOI]

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

GPON Parser for Database Analysis.

[BibT_eX]

[DOI]

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

GPON Analyzer - Frame Parser Module.

[BibT_eX]

[DOI]

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Key Exchange with PUF in NG-PON2 Networks.

[BibT_eX]

[DOI]

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

High-speed Data Acquisition and Signal Processing Using Cost Effective ARM + FPGA Processors.

[BibT_eX]

[DOI]

Petr Dejdar

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

GPON Network with Simulated Rogue ONU.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Software, 2019

Reducing Annotation Effort in Automatic Essay Evaluation Using Locality Sensitive Hashing.

[BibT_eX]

[DOI]

Dávid Szabó

Proceedings of the Intelligent Tutoring Systems - 15th International Conference, 2019

Intelligent On-line Exam Management and Evaluation System.

[BibT_eX]

[DOI]

Julius P. Esclamado

Proceedings of the Intelligent Tutoring Systems - 15th International Conference, 2019

Evolutionary Federated Learning on EEG-data.

[BibT_eX]

[DOI]

Gábor Szegedi

Proceedings of the 19th Conference Information Technologies, 2019

Efficient Load Profiling and Forecasting in Large Electric Power Systems.

[BibT_eX]

[DOI]

Imre Lendák

Proceedings of the 19th Conference Information Technologies, 2019

Optimization in Federated Learning.

[BibT_eX]

[DOI]

Vukasin Felbab

Proceedings of the 19th Conference Information Technologies, 2019

Semantic-Based Feedback Recommendation for Automatic Essay Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2019

GPON Frame Analysis with Artificial Immune System.

[BibT_eX]

[DOI]

Vladislav Skorpil

Proceedings of the 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2019

Factorization Machines for Blog Feedback Prediction.

[BibT_eX]

[DOI]

Krisztián Búza

Proceedings of the Progress in Computer Recognition Systems, 2019

2018

An empirical study on hyperparameter tuning of decision trees.

[BibT_eX]

[DOI]

André Carlos Ponce de Leon Ferreira de Carvalho

CoRR, 2018

Transmission Delay Stabilization Using Commercial Pluggable Small Form Factor Transceiver Based on V-Cavity Laser.

[BibT_eX]

[DOI]

Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Activation Process of ONU in EPON/GPON Networks.

[BibT_eX]

[DOI]

Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Real-time Monitoring of Hungarian Highway Traffic from Cell Phone Network Data.

[BibT_eX]

[DOI]

Andrea Galloni

Balázs Horváth

Proceedings of the 18th Conference Information Technologies, 2018

A Layered Approach to Automatic Essay Evaluation Using Word-Embedding.

[BibT_eX]

[DOI]

Proceedings of the Computer Supported Education - 10th International Conference, 2018

Pair-Wise: Automatic Essay Evaluation using Word Mover's Distance.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Computer Supported Education, 2018

2017

Evolutionary computing in recommender systems: a review of recent research.

[BibT_eX]

[DOI]

André Carlos Ponce de Leon Ferreira de Carvalho

Nat. Comput., 2017

UMAP 2017 PALE Workshop Organizers' Welcome.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Joint stable optical frequency and precise time transfer over 406 km of shared fiber lines - Study.

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Evaluating Data Sources for Crawling Events from the Web.

[BibT_eX]

[DOI]

Balász Horváth

Proceedings of the 17th Conference on Information Technologies, 2017

2016

Modeling botnet C&C traffic lifespans from NetFlow using survival analysis.

[BibT_eX]

[DOI]

Vladislav Skorpil

Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Case study and comparison of SimPy 3 and OMNeT++ Simulation.

[BibT_eX]

[DOI]

Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Simultaneous transmission of distributed sensors and data signals.

[BibT_eX]

[DOI]

Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Effects of Random Sampling on SVM Hyper-parameter Tuning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2016

Hyper-Parameter Tuning of a Decision Tree Induction Algorithm.

[BibT_eX]

[DOI]

Ricardo Cerri

Joaquin Vanschoren

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015

Transmission convergence layer in XG-PON.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Towards Secure Gigabit Passive Optical Networks - Signal Propagation based Key Establishment.

[BibT_eX]

[DOI]

Proceedings of the SECRYPT 2015, 2015

2014

Buried pipe localization using an iterative geometric clustering on GPR data.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2014

Computing Concept Lattices from Very Sparse Large-Scale Formal Contexts.

[BibT_eX]

[DOI]

Lenka Pisková

Proceedings of the Graph-Based Representation and Reasoning, 2014

How patterns in source codes of students can help in detection of their programming skills?

[BibT_eX]

[DOI]

Stefan Pero

Proceedings of the 7th International Conference on Educational Data Mining, 2014

2013

Opinion-Driven Matrix Factorization for Rating Prediction.

[BibT_eX]

[DOI]

Stefan Pero

Proceedings of the User Modeling, Adaptation, and Personalization, 2013

Detection of Inconsistencies in Student Evaluations.

[BibT_eX]

[DOI]

Stefan Pero

Proceedings of the CSEDU 2013, 2013

Comparing Performance of Formal Concept Analysis and Closed Frequent Itemset Mining Algorithms on Real Data.

[BibT_eX]

[DOI]

Lenka Pisková

Proceedings of the Tenth International Conference on Concept Lattices and Their Applications, 2013

2012

GRAMOFON: General model-selection framework based on networks.

[BibT_eX]

[DOI]

Krisztián Búza

Alexandros Nanopoulos

Neurocomputing, 2012

Using factorization machines for student modeling.

[BibT_eX]

[DOI]

Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

Factorization techniques for student performance classification and ranking.

[BibT_eX]

[DOI]

Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

GamRec: A Clustering Method Using Geometrical Background Knowledge for GPR Data Preprocessing.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

A Unifying Framework for GPR Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012

Mining Concepts from Incomplete Datasets Utilizing Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of The Ninth International Conference on Concept Lattices and Their Applications, 2012

2011

Personalized Forecasting Student Performance.

[BibT_eX]

[DOI]

Nguyen Thai-Nghe

Proceedings of the ICALT 2011, 2011

Factorization Models for Forecasting Student Performance.

[BibT_eX]

[DOI]

Nguyen Thai-Nghe

Proceedings of the 4th International Conference on Educational Data Mining, 2011

Matrix and Tensor Factorization for Predicting Student Performance.

[BibT_eX]

Nguyen Thai-Nghe

Lucas Drumond

Alexandros Nanopoulos

Proceedings of the CSEDU 2011, 2011

2009

A Model of User Preference Learning for Content-Based Recommender Systems.

[BibT_eX]

[DOI]

Comput. Informatics, 2009

User Preference Web Search -- Experiments with a System Connecting Web and User.

[BibT_eX]

[DOI]

Comput. Informatics, 2009

2008

Knowledge Processing for Web Search - An Integrated Model and Experiments.

[BibT_eX]

[DOI]

Scalable Comput. Pract. Exp., 2008

Uncertainty Issues and Algorithms in Automating Process Connecting Web and User.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web I, 2008

2007

PHASES: A User Profile Learning Approach for Web Search.

[BibT_eX]

[DOI]

Alan Eckhardt

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Learning Different User Profile Annotated Rules for Fuzzy Preference Top-k Querying.

[BibT_eX]

[DOI]

Alan Eckhardt

Proceedings of the Scalable Uncertainty Management, First International Conference, 2007

Uncertainty Issues in Automating Process Connecting Web and User.

[BibT_eX]

[DOI]

Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web Busan, 2007

Knowledge Processing for Web Search - An Integrated Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent and Distributed Computing, 2007

2006

UPRE: User Preference Based Search System.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Ordinal Classification with Monotonicity Constraints.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining, 2006

Induction of Fuzzy and Annotated Logic Programs.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 16th International Conference, 2006

2004

An ILP model for a monotone graded classification problem.

[BibT_eX]

[DOI]

Kybernetika, 2004

Mining Rules from Monotone Classification Measuring Impact of Information Systems on Business Competitiveness.

[BibT_eX]

[DOI]

Frantisek Sudzina

Proceedings of the Emerging Solutions for Future Manufacturing Systems, 2004

Fuzzy Induction via Generalized Annotated Programs.

[BibT_eX]

[DOI]