Georgios N. Dimitrakopoulos
Orcid: 0000-0002-7817-9552
According to our database1,
Georgios N. Dimitrakopoulos
authored at least 29 papers
between 2007 and 2023.
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Bibliography
2023
Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer's Disease.
Proceedings of the IEEE International Conference on Big Data, 2023
A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer's Disease Drug Repurposing.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
A Sensor-Based Perspective in Early-Stage Parkinson's Disease: Current State and the Need for Machine Learning Processes.
Sensors, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
Comput., 2021
PICKLE 3.0: enriching the human meta-database with the mouse protein interactome extended via mouse-human orthology.
Bioinform., 2021
Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson's Disease Omics Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Proceedings of the Advanced Computational Intelligence in Healthcare - 7, 2020
Proceedings of the Wireless Mobile Communication and Healthcare, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
What Are Spectral and Spatial Distributions of EEG-EMG Correlations in Overground Walking? An Exploratory Study.
IEEE Access, 2019
Visualizing High-Dimensional Single-Cell RNA-seq Data via Random Projections and Geodesic Distances.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019
Single-cell regulatory network inference and clustering from high-dimensional sequencing data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Enhancing Clustering of Single-Cell RNA-Seq Data by Proximity Learning on Random Projected Spaces.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Machine learning methods on large scale data with application in network analysis in molecular biology and neuroscience, Μέθοδοι μηχανικής εκμάθησης από δεδομένα μεγάλης κλίμακας με εφαρμογή στην ανάλυση δικτύων της μοριακής βιολογίας και των νευροεπιστημών
PhD thesis, 2018
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
2017
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
A mental fatigue index based on regression using mulitband EEG features with application in simulated driving.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
2016
Identifying disease network perturbations through regression on gene expression and pathway topology analysis.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Age-related subpathway detection through meta-analysis of multiple gene expression datasets.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Identifying miRNA-mediated signaling subpathways by integrating paired miRNA/mRNA expression data with pathway topology.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Proceedings of the International Conference on Computational Science, 2014
Supervised method for construction of microRNA-mRNA networks: Application in cardiac tissue aging dataset.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2012
Proceedings of the Artificial Intelligence: Theories and Applications, 2012
Revealing the dynamic modularity of composite biological networks in breast cancer treatment.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Multi-scale modeling of gene regulatory networks via integration of temporal and topological biological data.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2007
Data processing units for high performance microprocessors, Μονάδες επεξεργασίας δεδομένων για μικροεπεξεργαστές υψηλών αποδόσεων
PhD thesis, 2007