Ioannis M. Stephanakis

Orcid: 0000-0001-5739-4707

According to our database1, Ioannis M. Stephanakis authored at least 29 papers between 1999 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Mutual information algorithms for optimal attribute selection in data driven partitions of databases.
Evol. Syst., 2020

2019
Hybrid self-organizing feature map (SOM) for anomaly detection in cloud infrastructures using granular clustering based upon value-difference metrics.
Inf. Sci., 2019

2018
Iliou Machine Learning Data Preprocessing Method for Stress Level Prediction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

2017
A novel data preprocessing method for boosting neural network performance: A case study in osteoporosis prediction.
Inf. Sci., 2017

Information Feature Selection: Using Local Attribute Selections to Represent Connected Distributions in Complex Datasets.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
A Multi-commodity Network Flow Model for Cloud Service Environments.
Proceedings of the Engineering Applications of Neural Networks, 2016

2015
Anomaly Detection In Secure Cloud Environments Using a Self-Organizing Feature Map (SOFM) Model For Clustering Sets of R-Ordered Vector-Structured Features.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

Security and Protection of Critical Infrastructures: A Conceptual and Regulatory Overview for Network and Information Security in the European Framework, also focusing upon the Cloud Perspective.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

2014
Optimal Video Delivery in Mobile Networks Using a Cache-Accelerated Multi Area eMBMS Architecture.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Modern Video-to-Video Communications to Enhance Citizens' Quality of Life and Create Opportunities for Growth in "Smart" European Cities.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

2013
A Self-Organizing Feature Map (SOFM) model based on aggregate-ordering of local color vectors according to block similarity measures.
Neurocomputing, 2013

A Novel Rate-Distortion Method in 3D Video Capturing in the Context of High Efficiency Video Coding (HEVC) in Intelligent Communications.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013

(Semi-) Pervasive Gaming Educational and Entertainment Facilities via Interactive Video-to-Video Communication over the Internet, for Museum Exhibits.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013

A Particle Swarm Optimization (PSO) Model for Scheduling Nonlinear Multimedia Services in Multicommodity Fat-Tree Cloud Networks.
Proceedings of the Engineering Applications of Neural Networks, 2013

Combined Classification of Risk Factors for Appendicitis Prediction in Childhood.
Proceedings of the Engineering Applications of Neural Networks, 2013

Energy Efficient E-Band Transceiver for Future Networking.
Proceedings of the Engineering Applications of Neural Networks, 2013

2012
Multimedia Content Distribution over Next-Generation Heterogeneous Networks Featuring a Service Architecture of Sliced Resources.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Scalable Object Encoding Using Multiplicative Multilinear Inter-camera Prediction in the Context of Free View 3D Video.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Enhancing Education and Learning Capabilities via the Implementation of Video-to-Video Communications.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Developing Innovative Live Video-to-Video Communications for Smarter European Cities.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2011
Evolutionary Algorithm Optimization of Edge Delivery Sites in Next Generation Multi-service Content Distribution Networks.
Proceedings of the Engineering Applications of Neural Networks, 2011

A Window-Based Self-Organizing Feature Map (SOFM) for Vector Filtering Segmentation of Color Medical Imagery.
Proceedings of the Engineering Applications of Neural Networks, 2011

2010
Color Segmentation Using Self-Organizing Feature Maps (SOFMs) Defined Upon Color and Spatial Image Space.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2002
Multiresolution autoregressive filtering for pneumonia detection in medical images.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Application of JPEG 2000 compression in medical database image data.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

2000
Επεξεργασία και αποκατάσταση ψηφιακών εικόνων με μεθόδους πολυδιακριτικής ανάλυσης
PhD thesis, 2000

Selection of optimal wavelet packet transforms for object-based coding.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Piecewise Wiener filter model based on fuzzy partition of local wavelet features for image restoration.
Proceedings of the International Joint Conference Neural Networks, 1999

Adaptive Wavelet-Packet Decomposition for Rate Control of Object Oriented Coding of Video Sequences.
Proceedings of the 1999 International Conference on Image Processing, 1999


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