| Evaluation of anomaly detection techniques for scada communication resilience SN Shirazi, A Gouglidis, KN Syeda, S Simpson, A Mauthe, ... 2016 Resilience Week (RWS), 140-145, 2016 | 61 | 2016 |
| A novel data preprocessing method for boosting neural network performance: a case study in osteoporosis prediction T Iliou, CN Anagnostopoulos, IM Stephanakis, G Anastassopoulos Information Sciences 380, 92-100, 2017 | 57 | 2017 |
| Hybrid self-organizing feature map (SOM) for anomaly detection in cloud infrastructures using granular clustering based upon value-difference metrics IM Stephanakis, IP Chochliouros, E Sfakianakis, SN Shirazi, D Hutchison Information Sciences 494, 247-277, 2019 | 18 | 2019 |
| Regularized image restoration in multiresolution spaces IM Stephanakis Optical Engineering 36 (6), 1738-1744, 1997 | 16 | 1997 |
| A particle swarm optimization (PSO) model for scheduling nonlinear multimedia services in multicommodity fat-tree cloud networks IM Stephanakis, IP Chochliouros, G Caridakis, S Kollias International Conference on Engineering Applications of Neural Networks, 257-268, 2013 | 15 | 2013 |
| Iliou machine learning data preprocessing method for stress level prediction T Iliou, G Konstantopoulou, I Stephanakis, K Anastasopoulos, ... IFIP International Conference on Artificial Intelligence Applications and …, 2018 | 12 | 2018 |
| Evaluation of anomaly detection techniques for SCADA communication resilience. 2016 Resilience week (RWS), 140–145 SN Shirazi, A Gouglidis, KN Syeda, S Simpson, A Mauthe, ... IEEE. doi 10, 2016 | 12 | 2016 |
| Selective clinical estimation of childhood abdominal pain based on pruned artificial neural networks D Mantzaris, G Anastassopoulos, A Adamopoulos, I Stephanakis, ... Proceedings of the 3rd WSEAS international conference on cellular and …, 2007 | 12 | 2007 |
| Enhancement of medical images using a fuzzy model for segment dependent local equalization I Stephanakis, G Anastassopoulos, A Karayiannakis, C Simopoulos 3rd International Symposium on Image and Signal Processing and Analysis …, 2003 | 10 | 2003 |
| Wavelet-based approach to adaptive Wiener filtering of images in the presence of colored noise IM Stephanakis, SD Kollias Optical Engineering 39 (5), 1354-1363, 2000 | 10 | 2000 |
| Optimal wavelet filter banks for regularized restoration of noisy images IM Stephanakis, S Kollias Circuits, Systems and Signal Processing 19 (2), 99-119, 2000 | 10 | 2000 |
| Color segmentation using self-organizing feature maps (sofms) defined upon color and spatial image space IM Stephanakis, GC Anastassopoulos, LS Iliadis International Conference on Artificial Neural Networks, 500-510, 2010 | 9 | 2010 |
| Generalized-cross-validation estimation of the regularization parameters of the subbands in wavelet domain regularized image restoration IM Stephanakis, S Kollias Conference Record of Thirty-Second Asilomar Conference on Signals, Systems …, 1998 | 9 | 1998 |
| Developing Innovative Live Video-to-Video Communications for Smarter European Cities IP Chochliouros, IM Stephanakis, AS Spiliopoulou, E Sfakianakis, L Ladid IFIP International Conference on Artificial Intelligence Applications and …, 2012 | 8 | 2012 |
| Abdominal pain estimation in childhood based on artificial neural network classification D Mantzaris, G Anastassopoulos, A Adamopoulos, I Stephanakis, ... Proc. the 10th Int. Conf. on Engineering Applications of Neural Networks …, 2007 | 7 | 2007 |
| Application of jpeg 2000 compression in medical database image data GK Anastassopoulos, AD Tsalkidis, I Stephanakis, G Mandellos, ... 2002 14th International Conference on Digital Signal Processing Proceedings …, 2002 | 7 | 2002 |
| Anomaly Detection In Secure Cloud Environments Using a Self-Organizing Feature Map (SOFM) Model For Clustering Sets of R-Ordered Vector-Structured Features NS Ioannis M. Stephanakis, Ioannis P. Chochliouros, Evangelos Sfakianakis Proceedings ACM, 2015 | 6* | 2015 |
| Combined classification of risk factors for appendicitis prediction in childhood T Iliou, CN Anagnostopoulos, IM Stephanakis, G Anastassopoulos International Conference on Engineering Applications of Neural Networks, 203-211, 2013 | 6 | 2013 |
| A self-organizing feature map (SOFM) model based on aggregate-ordering of local color vectors according to block similarity measures IM Stephanakis, GC Anastassopoulos, L Iliadis Neurocomputing 107, 97-107, 2013 | 6 | 2013 |
| Piecewise Wiener filter model based on fuzzy partition of local wavelet features for image restoration IM Stephanakis, G Stamou, S Kollias IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999 | 6 | 1999 |
Stefanos KolliasProfessor of Computer and Electricall Engineering National Technical University of AthensVerified email at cs.ntua.gr
