Spiros Georgakopoulos
Spiros Georgakopoulos
University of Thessaly, Department of Mathematics
Verified email at dib.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
632018
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
512018
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
322016
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
122016
Pose recognition using convolutional neural networks on omni-directional images
SV Georgakopoulos, K Kottari, K Delibasis, VP Plagianakos, ...
Neurocomputing 280, 23-31, 2018
102018
Real time sentiment change detection of Twitter data streams
SK Tasoulis, AG Vrahatis, SV Georgakopoulos, VP Plagianakos
arXiv preprint arXiv:1804.00482, 2018
82018
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
72019
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
72017
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
62017
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
62015
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
62015
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
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
A software tool for the automatic detection and quantification of fibrotic tissues in microscopy images
I Maglogiannis, SV Georgakopoulos, SK Tasoulis, VP Plagianakos
Information Sciences 308, 125-139, 2015
32015
Convolutional neural networks for pose recognition in binary omni-directional images
SV Georgakopoulos, K Kottari, K Delibasis, VP Plagianakos, ...
IFIP International Conference on Artificial Intelligence Applications and …, 2016
22016
Calculation of Complex Zernike Moments with Geodesic Correction for Pose Recognition in Omni-directional Images
KK Delibasis, S Georgakopoulos, V Plagianakos, I Maglogiannis
IFIP International Conference on Artificial Intelligence Applications and …, 2014
22014
Efficient Learning Rate Adaptation for Convolutional Neural Network Training
SV Georgakopoulos, VP Plagianakos
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
12019
Assessing image analysis filters as augmented input to convolutional neural networks for image classification
K Delibasis, I Maglogiannis, S Georgakopoulos, K Kottari, V Plagianakos
International Conference on Artificial Neural Networks, 188-196, 2018
12018
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