Aristidis G. Vrahatis
Aristidis G. Vrahatis
University of Thesally
Email verificata su upatras.gr - Home page
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Citata da
Citata da
Anno
Convolutional neural networks for toxic comment classification
SV Georgakopoulos, SK Tasoulis, AG Vrahatis, VP Plagianakos
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 1-6, 2018
632018
CHRONOS: a time-varying method for microRNA-mediated subpathway enrichment analysis
AG Vrahatis, K Dimitrakopoulou, P Balomenos, AK Tsakalidis, ...
Bioinformatics 32 (6), 884-892, 2016
312016
DEsubs: an R package for flexible identification of differentially expressed subpathways using RNA-seq experiments
AG Vrahatis, P Balomenos, AK Tsakalidis, A Bezerianos
Bioinformatics 32 (24), 3844-3846, 2016
282016
Integromics network meta-analysis on cardiac aging offers robust multi-layer modular signatures and reveals micronome synergism
K Dimitrakopoulou, AG Vrahatis, A Bezerianos
BMC genomics 16 (1), 147, 2015
222015
Tensor-Based Semantically-Aware Topic Clustering of Biomedical Documents
AG Drakopoulos, G., Kanavos, A., Karydis, I., Sioutas, S., & Vrahatis
Computation 5 (3), 34, 2017
162017
A Network-Based Perspective in Alzheimer's Disease: Current State and an Integrative Framework
A Dragomir, AG Vrahatis, A Bezerianos
IEEE Journal of Biomedical and Health Informatics 23 (1), 14-25, 2018
122018
Real time sentiment change detection of Twitter data streams
SK Tasoulis, AG Vrahatis, SV Georgakopoulos, VP Plagianakos
arXiv preprint arXiv:1804.00482, 2018
82018
Investigating the aetiology of adverse events following HPV vaccination with systems vaccinology
J Campbell-Tofte, A Vrahatis, K Josefsen, J Mehlsen, K Winther
Cellular and Molecular Life Sciences 76 (1), 67-87, 2019
72019
Identifying disease network perturbations through regression on gene expression and pathway topology analysis
GN Dimitrakopoulos, P Balomenos, AG Vrahatis, K Sgarbas, ...
2016 38th Annual International Conference of the IEEE Engineering in…, 2016
72016
Identifying miRNA-mediated signaling subpathways by integrating paired miRNA/mRNA expression data with pathway topology
AG Vrahatis, GN Dimitrakopoulos, AK Tsakalidis, A Bezerianos
2015 37th Annual International Conference of the IEEE Engineering in…, 2015
72015
Pathway analysis using XGBoost classification in Biomedical Data
GN Dimitrakopoulos, AG Vrahatis, V Plagianakos, K Sgarbas
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 1-6, 2018
62018
Network-based modular markers of aging across different tissues
AG Vrahatis, K Dimitrakopoulou, GN Dimitrakopoulos, KN Sgarbas, ...
XIII Mediterranean Conference on Medical and Biological Engineering and…, 2014
52014
OLYMPUS: An automated hybrid clustering method in time series gene expression. Case study: Host response after Influenza A (H1N1) infection
K Dimitrakopoulou, AG Vrahatis, E Wilk, AK Tsakalidis, A Bezerianos
Computer methods and programs in biomedicine 111 (3), 650-661, 2013
52013
Biomedical data ensemble classification using random projections
SK Tasoulis, AG Vrahatis, SV Georgakopoulos, VP Plagianakos
2018 IEEE International Conference on Big Data (Big Data), 166-172, 2018
42018
Driving mental fatigue classification based on brain functional connectivity
GN Dimitrakopoulos, I Kakkos, AG Vrahatis, K Sgarbas, J Li, Y Sun, ...
International Conference on Engineering Applications of Neural Networks, 465-474, 2017
42017
Deep Learning and Change Detection for Fall Recognition
SK Tasoulis, GI Mallis, SV Georgakopoulos, AG Vrahatis, VP Plagianakos, ...
International Conference on Engineering Applications of Neural Networks, 262-273, 2019
32019
Convolutional Neural Networks for Twitter Text Toxicity Analysis
SV Georgakopoulos, SK Tasoulis, AG Vrahatis, VP Plagianakos
INNS Big Data and Deep Learning conference, 370-379, 2019
32019
Visualizing High-dimensional single-cell RNA-sequencing data through multiple Random Projections
SK Tasoulis, AG Vrahatis, SV Georgakopoulos, VP Plagianakos
2018 IEEE International Conference on Big Data (Big Data), 5448-5450, 2018
32018
Detecting perturbed subpathways towards mouse lung regeneration following H1N1 influenza infection
AG Vrahatis, K Dimitrakopoulou, A Kanavos, S Sioutas, A Tsakalidis
Computation 5 (2), 20, 2017
32017
Age-related subpathway detection through meta-analysis of multiple gene expression datasets
GN Dimitrakopoulos, AG Vrahatis, P Balomenos, K Sgarbas, ...
2015 IEEE International Conference on Digital Signal Processing (DSP), 539-542, 2015
32015
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