Δημοσιεύσεις

Sakellariou P.N., Georgakopoulos S.V., Tasoulis S., Plagianakos V.P.

Binary black hole parameter estimation with hybrid CNN-Transformer neural networks

Astronomy and Computing, 54:101027,

Anagnostou P., Tasoulis S.K., Vrahatis A.G., Georgakopoulos S.V., Plagianakos V.P.

Boosting neural network performance for high dimensional data through random projections

Pattern Recognition Letters, 199:149–155,

Manios G.A., Nteli S., Kontou P.I., Bagos P.G.

PYRAMA: an open-source tool for advanced meta-analysis of genome wide association studies

Bioinformatics, 42(2):btag054,

Anagnostou P., Tasoulis S.K., Vrahatis A.G., Georgakopoulos S.V., Plagianakos V.P.

Boosting neural network performance through random projections

Pattern Recognition Letters, 199:149–155,

Spatharis C., Koutrintzes D., Dagioglou M.

First Impressions Matter: Primacy Bias in Deep RL during Human–Robot Co-learning

HRI 2026 Companion, ACM/IEEE,

Barmpas P., Anagnostou P., Tasoulis S., Plagianakos V., Georgakopoulos S.

Efficient hybrid hierarchical clustering with incremental silhouette score for large, noisy datasets

International Journal of Neural Systems, 2550076,

Tsakmaki P.V., Tasoulis S., Georgakopoulos S.V., Plagianakos V.P.

Reducing artifact preprocessing in HRV-based personalized psychosis prediction using adaptive LSTM models

Int. Journal of Neural Systems,

Theocharopoulos P.C., Anagnostou P., Georgakopoulos S.V., Tasoulis S.K., Plagianakos V.P.

Large language models for efficient topic modeling

Neural Computing and Applications,

Manios G.A., Kandylas D., Kylonis A., Bagos P.G., Kontou P.I.

fastMETA: a fast and efficient tool for multivariate meta-analysis of GWAS

Frontiers in Genetics, 16:1718626,

Tsionkis G., Andronidou E.M., Kontou P.I., et al.

Humulus lupulus-Derived Chemical Compounds Present Antiproliferative Activity: A Meta-Regression Based Panoramic Meta-Analysis

Pharmaceuticals, 18(8),

Nikolitsa E.K., Kontou P.I., Bagos P.G.

metacp: a versatile software package for combining dependent or independent p-values

BMC Bioinformatics, 26:109,

Manios G.A., Michailidi A., Kontou P.I., et al.

PRED-LD: efficient imputation of GWAS summary statistics

BMC Bioinformatics, 26:107,

Barmpas P. et al., Plagianakos V.

Efficient hybrid hierarchical clustering with incremental silhouette score for large, noisy datasets

Int. Journal of Neural Systems, 2550076,

Theocharopoulos P.C. et al., Plagianakos V.P.

Large language models for efficient topic modeling

Neural Computing and Applications,

Kiofentzoglou D., Andronidou E.M., Kontou P.I., Bagos P.G., Braliou G.G.

Antimicrobial Activity of Chemical Hop Compounds: Systematic Review & Meta-Analysis

Applied Sciences, 15(14),

Manios G.A., Michailidi A., Kontou P.I. et al., Bagos P.G.

PRED-LD: efficient imputation of GWAS summary statistics

BMC Bioinformatics, 26:107,

Vernikos I., Spyrou E.

Skeleton Reconstruction using GANs for Human Activity Recognition under Occlusion

Sensors, 25(5):1567, MDPI,

Mathe E., Vernikos I., Spyrou E., Mylonas Ph.

Leveraging Artificial Occluded Samples for Data Augmentation in Human Activity Recognition

Sensors, 25(4):1163, MDPI,

Mathe E., Vernikos I. et al.

Occluded Samples for Data Augmentation in HAR

Sensors, 2025

Vernikos I., Spyrou E.

Skeleton Reconstruction via GANs for HAR

Sensors, 2025

Spyrou E., Koutrintzes D., Karkanis S.

AI-Driven Personalization in Tourism: A Survey

SMAP 2025, IEEE,

Savelonas M., Maggioni E., Karkanis S.A.

Editorial: Advances in biomedical image segmentation and analysis using deep learning

Frontiers in Signal Processing, 2024

Papadakis A., Spyrou E.

A multimodal egocentric activity recognition approach towards video domain generalization

Sensors, 24(8):2491, MDPI,

Koutrintzes D., Spatharis C., Dagioglou M.

Human-Aware Design for Transferring Knowledge During Human–AI Co-Learning

Legkas S. et al.

Transformer-based Models for Human Value Detection

CLEF 2024 Working Notes, CEUR-WS, 2024. 🏆 Best performance in Human Value Detection 2024

Mitsou A., Petrogianni A. et al.

A multimodal dataset for electric guitar playing technique recognition

Data in Brief, 52:109842. DOI: 10.1016/j.dib.2023.109842

Psallidas T., Spyrou E.

Video Summarization based on Feature Fusion and Data Augmentation

Computers, 12(9):186, MDPI,

Vernikos I., Spyrou E., Kostis I.A., Mathe E., Mylonas Ph.

A Deep Regression Approach for Human Activity Recognition Under Partial Occlusion

International Journal of Neural Systems, 33(9):2350047,

Vernikos I. et al.

Deep Regression for HAR Under Partial Occlusion

IJNS, 2023

Koutrintzes D., Mathe E., Spyrou E., Mylonas P.

A Multimodal Fusion Approach for Human Activity Recognition

Int. Journal of Neural Systems, 33(1):2350002, 2023. State-of-the-art at time of publication

Psallidas T., Spyrou E.

Video Summarization based on Feature Fusion and Data Augmentation

Computers, 12(9):186, MDPI. DOI: 10.3390/computers12090186

Gerekos D., Lampiris N., Kopelias P., Karkanis S.A. et al.

Attitudes and perceptions of Greek drivers towards Autonomous and Connected Vehicles

SETN, 2022

Vernikos I., Savelonas M., Karkanis S.A. et al.

Visual Representations of Skeletal Data for Human Activity Recognition

SETN, 2022

Charitou T., Kontou P.I., Tamposis I.A., Pavlopoulos G.A., Braliou G.G., Bagos P.G.

Drug genetic associations with COVID-19 manifestations: a data mining and network biology approach

The Pharmacogenomics Journal,

Tamposis I.A., Manios G.A., Charitou T., Vennou K.E., Kontou P.I., Bagos P.G.

MAGE: An Open-Source Tool for Meta-Analysis of Gene Expression Studies

Biology, 11:895,

Mitsou A., Koutsiou D.-C. et al.

ENORASI Assistive Computer Vision-based System for the Visually Impaired: A User Evaluation Study

PETRA 2022, ACM. DOI: 10.1145/3529190.3534784

Psallidas T., Spyrou E., Perantonis S.J.

Summarization of User-Generated Videos Fusing Handcrafted and Deep Audiovisual Features

SMAP 2022, IEEE. DOI: 10.1109/SMAP56125.2022.9941864

Psallidas T., Vasilakakis M.D. et al.

Multimodal Video Summarization based on Fuzzy Similarity Features

IVMSP 2022, IEEE. DOI: 10.1109/IVMSP54334.2022.9816266

Savelonas M., Vernikos I., Mantzekis D., Karkanis S.A. et al.

Hybrid Representation of Sensor Data for the Classification of Driving Behaviour

Applied Sciences, 2021

Tamposis I.A., Sarantopoulou D., Theodoropoulou M.C., Stasi E.A., Kontou P.I., Tsirigos K.D., Bagos P.G.

Hidden Neural Networks for transmembrane protein topology prediction

Computational and Structural Biotechnology Journal, 19:6090–6097,

Roumia A.F., Tsirigos K.D., Theodoropoulou M.C., Tamposis I.A., Hamodrakas S.J., Bagos P.G.

OMPdb: A global hub of beta-barrel outer membrane proteins

Frontiers in Bioinformatics,

Psallidas T., Koromilas P. et al.

Multimodal Summarization of User-Generated Videos

Applied Sciences, 11(11):5260. DOI: 10.3390/app11115260

Sarantis D., Savelonas M., Karkanis S.A.

Rotation Invariant Texture Recognition using an Efficient Set of Features

Pattern Recognition Letters, 2020

Psallidas T., Mitsou A. et al.

ARCHEO: A Dataset for Sound Event Detection in Areas of Touristic Interest

SMAP 2020, IEEE. DOI: 10.1109/SMAP49528.2020.9248467

Pikramenos G. et al.

Dimensionality Reduction and Attention Mechanisms for Extracting Affective State from Sound Spectrograms

Book Chapter, Springer. DOI: 10.1007/978-3-030-66125-0_3

Tamposis I.A., Tsirigos K.D., Theodoropoulou M.C., Kontou P.I., Tsaousis G.N., Sarantopoulou D., Litou Z.I., Bagos P.G.

JUCHMME: A Java Utility for Class Hidden Markov Models and Extensions for biological sequence analysis

Bioinformatics, 35:5309–5312,