Publications of Panagiotis Gonidakis

A list of publications authored or co-authored by Panagiotis Gonidakis, derived from the SAO/NASA Astrophysics Data System (ADS). The number in brackets after each title indicates the number of citations that the paper has received.

Orcid ID: 0000-0001-5797-0794

List of publications ordered by citations
Number of papers: 6 (refereed: 4)
No. of citations: 8
First author papers: 3 (refereed: 2)

2026

1. Classifying solar flares with kNN on sparse autoencoder representations [0]
   Baeke, Hanne, Miloshevich, G., Dineva, E., Carella, F., Gonidakis, P., Amaya, J. & Lapenta, G., MNRAS, 546, staf2271
2. Comparing Solar Structure Detection Methods in SDO/AIA Observations and the Application to Raw Uncalibrated Data [0]
   Gonidakis, P., Carella, F., Dineva, E., Jeong, H.-J., Antunes, P., Podobas, A., Raptis, S., Toy-Edens, V., Jin, M., Poedts, S., Magdalenic, J. & Miloshevich, G., Journal of Geophysical Research Machine Learning and Computation, 3, 01023

2025

1. Prediction of Time-evolving Radial Magnetic Fields on the Solar Surface Using Deep Learning [5]
   Jeong, Hyun-Jin, Poedts, Stefaan, Wang, Haopeng, Dineva, Ekatarina, Gonidakis, Panagiotis, Carella, Francesco, Miloshevich, George, Linan, Luis & Lee, Harim, The Astrophysical Journal Letters, 989, L31

2023

1. Handcrafted Features Can Boost Performance and Data-Efficiency for Deep Detection of Lung Nodules From CT Imaging [0]
   Gonidakis, Panagiotis, Sóñora-Mengana, Alexander, Jansen, Bart & Vandemeulebroucke, Jef, IEEE Access, 11, 126221

2020

1. Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification [1]
   Gonidakis, Panagiotis, Jansen, Bart & Vandemeulebroucke, Jef, Medical Imaging 2020: Computer-Aided Diagnosis (Editors: Hahn, Horst K. & Mazurowski, Maciej A.), Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 11314, p. 113142F
2. Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework [2]
   Sóñora-Mengan, Alexander, Gonidakis, Panagiotis, Jansen, Bart, García-Naranjo, Juan & Vandemeulebroucke, Jef, Medical Imaging 2020: Computer-Aided Diagnosis (Editors: Hahn, Horst K. & Mazurowski, Maciej A.), Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 11314, p. 113143T