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2020 – today
- 2024
[j5]Aristidis G. Vrahatis
, Konstantinos Lazaros, Sotiris Kotsiantis:
Graph Attention Networks: A Comprehensive Review of Methods and Applications. Future Internet 16(9): 318 (2024)- [j4]Konstantinos Lazaros, Dimitris E. Koumadorakis, Aristidis G. Vrahatis, Sotiris Kotsiantis:
A comprehensive review on zero-shot-learning techniques. Intell. Decis. Technol. 18(2): 1001-1028 (2024) - [j3]Konstantinos Lazaros, Dimitris E. Koumadorakis, Panagiotis Vlamos, Aristidis G. Vrahatis:
Graph neural network approaches for single-cell data: a recent overview. Neural Comput. Appl. 36(17): 9963-9987 (2024) - [c4]Konstantinos Lazaros, Themis P. Exarchos, Ilias Maglogiannis, Panagiotis Vlamos, Aristidis G. Vrahatis:
Advancing ScRNA-Seq Data Integration via a Novel Gene Selection Method. AIAI (1) 2024: 31-41 - 2023
- [j2]Konstantinos Lazaros, Panagiotis Vlamos, Aristidis G. Vrahatis:
Methods for cell-type annotation on scRNA-seq data: A recent overview. J. Bioinform. Comput. Biol. 21(5): 2340002:1-2340002:34 (2023) - [j1]Aristidis G. Vrahatis, Konstantina Skolariki, Marios G. Krokidis, Konstantinos Lazaros, Themis P. Exarchos, Panagiotis Vlamos:
Revolutionizing the Early Detection of Alzheimer's Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning. Sensors 23(9): 4184 (2023) - [c3]Georgios N. Dimitrakopoulos, Konstantinos Lazaros, Marios G. Krokidis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos:
A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer's Disease Drug Repurposing. IEEE Big Data 2023: 4584-4587 - [c2]Aristidis G. Vrahatis, Konstantinos Lazaros, Petros Paplomatas, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos:
Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer's Disease Biomarker Discovery. AIAI Workshops 2023: 294-302 - [i1]Konstantinos Lazaros, Dimitris E. Koumadorakis, Panagiotis Vlamos, Aristidis G. Vrahatis:
Graph Neural Network approaches for single-cell data: A recent overview. CoRR abs/2310.09561 (2023) - 2022
- [c1]Konstantinos Lazaros, Sotiris K. Tasoulis, Aristidis G. Vrahatis, Vassilis P. Plagianakos:
Feature Selection For High Dimensional Data Using Supervised Machine Learning Techniques. IEEE Big Data 2022: 3891-3894
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