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  1. Improved analytical workflow towards machine learning supported N-glycomics-based biomarker discovery

    Article • Talanta, December 2025, Elsevier

    Agnes Vathy-Fogarassy

  2. Automated research methodology classification using machine learning

    Article • Engineering Applications of Artificial Intelligence, September 2025, Elsevier

    Agnes Vathy-Fogarassy

  3. Predicting the effectiveness of chemotherapy treatment in lung cancer utilizing artificial intelligence-supported serum N-glycome analysis

    Article • Computers in Biology and Medicine, March 2025, Elsevier

    Agnes Vathy-Fogarassy

  4. Sensitivity Analysis of Long Short-Term Memory-Based Neural Network Model for Vehicle Yaw Rate Prediction

    Article • Sensors, February 2025, MDPI AG

    Agnes Vathy-Fogarassy

  5. Quaternion-based irradiance calculation method applicable to solar power plants energy production

    Article • Proceedings of the Institution of Civil Engineers - Energy, November 2024, Elsevier

    Agnes Vathy-Fogarassy

  6. Evaluation of a New-Concept Secure File Server Solution

    Article • Future Internet, August 2024, MDPI AG

    Agnes Vathy-Fogarassy

  7. Forecasting Roll Rate for Sensor Plausibility Check in Off-Road Vehicle Conditions

    Article • August 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Agnes Vathy-Fogarassy

  8. Time-dependent frequent sequence mining-based survival analysis

    Article • Knowledge-Based Systems, July 2024, Elsevier

    Agnes Vathy-Fogarassy

  9. Surpassing early stopping: A novel correlation-based stopping criterion for neural networks

    Article • Neurocomputing, January 2024, Elsevier

    Agnes Vathy-Fogarassy

  10. Forecasting Longitudinal Acceleration in Urban Vehicles

    Article • January 2024, Springer Science + Business Media

    Agnes Vathy-Fogarassy

  11. A general text mining method to extract echocardiography measurement results from echocardiography documents

    Article • Artificial Intelligence in Medicine, September 2023, Elsevier

    Agnes Vathy-Fogarassy

  12. Prediction for Future Yaw Rate Values of Vehicles Using Long Short-Term Memory Network

    Article • Sensors, June 2023, MDPI AG

    Agnes Vathy-Fogarassy

  13. Aggregated Rankings of Top Leagues’ Football Teams: Application and Comparison of Different Ranking Methods

    Article • Applied Sciences, April 2023, MDPI AG

    Agnes Vathy-Fogarassy

  14. Software Framework and Graph-based Methodology for Optimal Patient Appointment Planning

    Article • Procedia Computer Science, January 2023, Elsevier

    Agnes Vathy-Fogarassy

  15. A Novel Quaternion-based Method to Calculate Solar Irradiation on a Surface

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Agnes Vathy-Fogarassy

  16. Comparison of Cancer Survival Trends in Hungary in the Periods 2001–2005 and 2011–2015 According to a Population-Based Cancer Registry

    Article • Pathology & Oncology Research, September 2022, Frontiers

    Agnes Vathy-Fogarassy

  17. Energy trading strategy for storage-based renewable power plants

    Article • Proceedings of the Institution of Civil Engineers - Energy, July 2022, Elsevier

    Agnes Vathy-Fogarassy

  18. Neural Network-Based Prediction for Lateral Acceleration of Vehicles

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Agnes Vathy-Fogarassy

  19. Multi-level process mining methodology for exploring disease-specific care processes

    Article • Journal of Biomedical Informatics, January 2022, Elsevier

    Agnes Vathy-Fogarassy

  20. Optimized Weighted Nearest Neighbours Matching Algorithm for Control Group Selection

    Article • Algorithms, December 2021, MDPI AG

    Agnes Vathy-Fogarassy

  21. Phase Plane-based Approaches for Event Detection and Plausibility Check of Vehicle Dynamics

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Agnes Vathy-Fogarassy

  22. The long-term effects of the biolicit procedure for original and biosimilar GCSF and EPO products in Hungary

    Article • Acta Pharmaceutica Hungarica, June 2021, Acta Pharmaceutica Hungarica

    Agnes Vathy-Fogarassy

  23. Preventing cancer therapy-related heart failure: the need for novel studies

    Article • Journal of Cardiovascular Medicine, September 2020, Wolters Kluwer Health

    Agnes Vathy-Fogarassy

  24. Weighted nearest neighbours-based control group selection method for observational studies

    Article • PLOS One, July 2020, PLOS

    Agnes Vathy-Fogarassy

  25. A doxorubicinkezeléshez kapcsolódó szívelégtelenség kialakulásának rizikótényezői a hazai országos adatbázisok integrált, retrospektív elemzése alapján

    Article • Orvosi Hetilap, June 2020, Akademiai Kiado

    Agnes Vathy-Fogarassy

  26. Application to the Analysis of Heat Exchanger Networks

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  27. Introduction

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  28. Network-Based Analysis of Dynamical Systems

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  29. Reduction of Relative Degree by Optimal Control and Sensor Placement

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  30. Structural Controllability and Observability Analysis in Complex Networks

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  31. Summary

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  32. The NOCAD MATLAB/Octave Toolbox Developed for the Analysis of Dynamical Systems

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  33. Managing Alternative Patient Appointments Using P-Graph Methodology

    Article • January 2020, IOS Press

    Agnes Vathy-Fogarassy

  34. The Efficiency of Different Distance Metrics for Keyword-Based Search in Medical Documents: A Short Case Study

    Article • January 2020, IOS Press

    Agnes Vathy-Fogarassy

  35. Network-based Observability and Controllability Analysis of Dynamical Systems: the NOCAD toolbox

    Article • F1000Research, September 2019, Faculty of 1000, Ltd.

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  36. The Effect of the Different Data Aggregation Methods and their Detail Levels to the Prediction of Bitcoin's Exchange Rate

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Agnes Vathy-Fogarassy

  37. How Can the Similarity of the Case and Control Groups be Measured in Case-Control Studies?

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Agnes Vathy-Fogarassy

  38. Risk prediction model for heart-failure incidence

    Article • International Journal of Cardiology, June 2019, Elsevier

    Agnes Vathy-Fogarassy

  39. Network-based Observability and Controllability Analysis of Dynamical Systems: the NOCAD toolbox

    Article • F1000Research, May 2019, Faculty of 1000, Ltd.

    Agnes Vathy-Fogarassy, Daniel Leitold, Prof Janos Abonyi

  40. Evaluation of the Complexity, Controllability and Observability of Heat Exchanger Networks Based on Structural Analysis of Network Representations

    Article • Energies, February 2019, MDPI AG

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  41. Application of Named Entity Recognition Methods to Extract Information from Echocardiography Reports

    Article • January 2019, IOS Press

    Agnes Vathy-Fogarassy

  42. Network Distance-Based Simulated Annealing and Fuzzy Clustering for Sensor Placement Ensuring Observability and Minimal Relative Degree

    Article • Sensors, September 2018, MDPI AG

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  43. Empirical working time distribution-based line balancing with integrated simulated annealing and dynamic programming

    Article • Central European Journal of Operations Research, July 2018, Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  44. RFID-based task time analysis for shop floor optimization

    Article • January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Agnes Vathy-Fogarassy

  45. The Effect of Latent Binary Variables on the Uncertainty of the Prediction of a Dichotomous Outcome Using Logistic Regression Based Propensity Score Matching

    Article • January 2018, IOS Press

    Agnes Vathy-Fogarassy

  46. Process mining possibilities in healthcare

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Agnes Vathy-Fogarassy

  47. Oncological care process characteristics in Hungary: A longitudinal study

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Agnes Vathy-Fogarassy

  48. Integrated uniform data access platform for SQL and NoSQL database systems

    Article • Information Systems, September 2017, Elsevier

    Agnes Vathy-Fogarassy

  49. 1958Risk factors for heart failure after doxorubicin chemotherapy for breast- or colorectal cancer

    Article • European Heart Journal, August 2017, Oxford University Press (OUP)

    Agnes Vathy-Fogarassy

  50. Controllability and observability in complex networks – the effect of connection types

    Article • Scientific Reports, March 2017, Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  51. Comparison of Control Group Generating Methods

    Article • January 2017, IOS Press

    Agnes Vathy-Fogarassy

  52. Frequent Treatment Sequence Mining from Medical Databases

    Article • January 2017, IOS Press

    Agnes Vathy-Fogarassy

  53. Geodesic distance based fuzzy c-medoid clustering – searching for central points in graphs and high dimensional data

    Article • Fuzzy Sets and Systems, March 2016, Elsevier

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  54. Fuzzy c-Medoid Graph Clustering

    Article • January 2014, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  55. Graph-Based Visualisation of High Dimensional Data

    Article • January 2013, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  56. Graph-Based Clustering Algorithms

    Article • January 2013, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  57. Vector Quantisation and Topology Based Graph Representation

    Article • January 2013, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  58. Graph-Based Clustering and Data Visualization Algorithms

    Article • January 2013, Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  59. Local and global mappings of topology representing networks

    Article • Information Sciences, October 2009, Elsevier

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  60. Topology Representing Networks for the Visualization of Manifolds

    Article • Journal of Mathematical Modelling and Algorithms, November 2008, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  61. Hybrid Minimal Spanning Tree and Mixture of Gaussians Based Clustering Algorithm

    Article • January 2006, Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  62. Improvement of Jarvis-Patrick Clustering Based on Fuzzy Similarity

    Article • Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  63. Topology Representing Network Map – A New Tool for Visualization of High-Dimensional Data

    Article • Springer Science + Business Media

    Agnes Vathy-Fogarassy

  64. Visualization of Topology Representing Networks

    Article • Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi