Spiros V. Georgakopoulos
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
18
Venues
6
Active years
2013–2025
Best venue rank
C
Where they publish
Papers
18 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CIBCB | Enhancing Machine Learning Models for Medical Coding: Diagnostic Codes Mapping and Synthetic Clinical Notes. | Aikaterini Bilioni, Panagiotis Anagnostou, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos |
| 2025 | CIBCB | Short-term impacts of weather conditions on biomarkers among urban adults in Greece. | Katerina Tsiaktani, Panagiotis Anagnostou, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, John A. Gittings, Dionysios E. Raitsos, Athanasia Sergounioti, Vassilis P. Plagianakos |
| 2024 | CEC | Hyperdimensional Computing Approaches in Single Cell RNA Sequencing Classification. | Petros Barmpas, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos |
| 2024 | CEC | Harnessing LSTMs for Enhanced Prediction of Psychotic Episodes in Schizophrenia Spectrum. | Paraskevi V. Tsakmaki, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos |
| 2024 | CIBCB | Leveraging Large Language Models for Information Extraction: Identifying microRNA - Gene Interactions in Biomedical Literature. | Steve Stavropoulos, Elissavet Zacharopoulou, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Vassilis P. Plagianakos, Artemis G. Hatzigeorgiou |
| 2024 | EANN | HCER: Hierarchical Clustering-Ensemble Regressor. | Petros Barmpas, Panagiotis Anagnostou, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos |
| 2024 | EANN | Binary Black Hole Parameter Estimation from Gravitational Waves with Deep Learning Methods. | Panagiotis N. Sakellariou, Spiros V. Georgakopoulos |
| 2024 | EANN | Machine Learning-Driven Improvements in HRV Artifact Correction for Psychosis Prediction in the Schizophrenia Spectrum. | Paraskevi V. Tsakmaki, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos |
| 2022 | EANN | Text Analysis of COVID-19 Tweets. | Panagiotis C. Theocharopoulos, Anastasia Tsoukala, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Vassilis P. Plagianakos |
| 2022 | IJCNN | Deep Hybrid Learning for Anomaly Detection in Behavioral Monitoring. | Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Aristidis G. Vrahatis, Serafeim P. Moustakidis, Dimitrios Tsaopoulos, Vassilis P. Plagianakos |
| 2020 | EANN | On Image Prefiltering for Skin Lesion Characterization Utilizing Deep Transfer Learning. | Kostas Delibasis, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Ilias Maglogiannis, Vassilis P. Plagianakos |
| 2019 | EANN | Deep Learning and Change Detection for Fall Recognition. | Sotiris K. Tasoulis, Georgios I. Mallis, Spiros V. Georgakopoulos, Aristidis G. Vrahatis, Vassilis P. Plagianakos, Ilias G. Maglogiannis |
| 2019 | IJCNN | Efficient Learning Rate Adaptation for Convolutional Neural Network Training. | Spiros V. Georgakopoulos, Vassilis P. Plagianakos |
| 2018 | ICANN | Assessing Image Analysis Filters as Augmented Input to Convolutional Neural Networks for Image Classification. | Kostas Delibasis, Ilias Maglogiannis, Spiros V. Georgakopoulos, Konstantina Kottari, Vassilis P. Plagianakos |
| 2018 | INISTA | Real Time Sentiment Change Detection of Twitter Data Streams. | Sotiris K. Tasoulis, Aristidis G. Vrahatis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos |
| 2017 | EANN | Detection of Malignant Melanomas in Dermoscopic Images Using Convolutional Neural Network with Transfer Learning. | Spiros V. Georgakopoulos, Konstantina Kottari, Kostas Delibasis, Vassilis P. Plagianakos, Ilias Maglogiannis |
| 2017 | EANN | A Novel Adaptive Learning Rate Algorithm for Convolutional Neural Network Training. | Spiros V. Georgakopoulos, Vassilis P. Plagianakos |
| 2013 | EANN | Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images. | Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Vassilis P. Plagianakos, Ilias Maglogiannis |