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Spiros Georgakopoulos
Spiros Georgakopoulos
University of Thessaly, Department of Mathematics
Verified email at uth.gr - Homepage
Title
Cited by
Cited by
Year
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
1902018
Detecting and locating gastrointestinal anomalies using deep learning and iterative cluster unification
DK Iakovidis, SV Georgakopoulos, M Vasilakakis, A Koulaouzidis, ...
IEEE transactions on medical imaging 37 (10), 2196-2210, 2018
1222018
Weakly-supervised convolutional learning for detection of inflammatory gastrointestinal lesions
SV Georgakopoulos, DK Iakovidis, M Vasilakakis, VP Plagianakos, ...
2016 IEEE international conference on imaging systems and techniques (IST …, 2016
452016
Geodesically-corrected Zernike descriptors for pose recognition in omni-directional images
KK Delibasis, SV Georgakopoulos, K Kottari, VP Plagianakos, ...
Integrated Computer-Aided Engineering 23 (2), 185-199, 2016
152016
Pose recognition using convolutional neural networks on omni-directional images
SV Georgakopoulos, K Kottari, K Delibasis, VP Plagianakos, ...
Neurocomputing 280, 23-31, 2018
132018
Improving the performance of convolutional neural network for skin image classification using the response of image analysis filters
SV Georgakopoulos, K Kottari, K Delibasis, VP Plagianakos, ...
Neural Computing and Applications 31 (6), 1805-1822, 2019
122019
Real time sentiment change detection of twitter data streams
SK Tasoulis, AG Vrahatis, SV Georgakopoulos, VP Plagianakos
arXiv preprint arXiv:1804.00482, 2018
112018
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
102018
A novel adaptive learning rate algorithm for convolutional neural network training
SV Georgakopoulos, VP Plagianakos
International Conference on Engineering Applications of Neural Networks, 327-336, 2017
102017
Detection of malignant melanomas in dermoscopic images using convolutional neural network with transfer learning
SV Georgakopoulos, K Kottari, K Delibasis, VP Plagianakos, ...
International Conference on Engineering Applications of Neural Networks, 404-414, 2017
82017
Efficient change detection for high dimensional data streams
SV Georgakopoulos, SK Tasoulis, VP Plagianakos
2015 IEEE international conference on big data (big data), 2219-2222, 2015
82015
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
72019
On-line fall detection via mobile accelerometer data
SV Georgakopoulos, SK Tasoulis, I Maglogiannis, VP Plagianakos
IFIP International Conference on Artificial Intelligence Applications and …, 2015
72015
Change detection and convolution neural networks for fall recognition
SV Georgakopoulos, SK Tasoulis, GI Mallis, AG Vrahatis, VP Plagianakos, ...
Neural Computing and Applications 32 (23), 17245-17258, 2020
62020
Using Big Data Analytics to Detect Fraud in Healthcare Provision
SV Georgakopoulos, P Gallos, VP Plagianakos
2020 IEEE 5th Middle East and Africa Conference on Biomedical Engineering …, 2020
52020
Health in all policy making utilizing big data
AG Vassiliou, C Georgakopoulou, A Papageorgiou, S Georgakopoulos, ...
Acta Informatica Medica 28 (1), 65, 2020
52020
On image prefiltering for skin lesion characterization utilizing deep transfer learning
K Delibasis, SV Georgakopoulos, SK Tasoulis, I Maglogiannis, ...
International Conference on Engineering Applications of Neural Networks, 377-388, 2020
42020
Single-cell regulatory network inference and clustering from high-dimensional sequencing data
AG Vrahatis, GN Dimitrakopoulos, SK Tasoulis, SV Georgakopoulos, ...
2019 IEEE International Conference on Big Data (Big Data), 2782-2789, 2019
42019
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
42018
Ensemble Classification through Random Projections for single-cell RNA-seq data
AG Vrahatis, SK Tasoulis, SV Georgakopoulos, VP Plagianakos
Information 11 (11), 502, 2020
32020
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Articles 1–20