Ioannis M. Stephanakis

Publication Activity (10 Years)

Years Active: 1999-2020
Publications (10 Years): 6

Top Topics

Data Preprocessing

Attribute Selection

Anomaly Detection

Top Venues

Publications

Ioannis M. Stephanakis, Theodoros Iliou, George C. Anastassopoulos
Mutual information algorithms for optimal attribute selection in data driven partitions of databases. Evol. Syst. 11 (3) (2020)
Ioannis M. Stephanakis, Ioannis P. Chochliouros, Evangelos Sfakianakis, Syed Noorulhassan Shirazi, David Hutchison
Hybrid self-organizing feature map (SOM) for anomaly detection in cloud infrastructures using granular clustering based upon value-difference metrics. Inf. Sci. 494 (2019)
Theodoros Iliou, Georgia Konstantopoulou, Ioannis M. Stephanakis, Konstantinos Anastasopoulos, Dimitrios K. Lymberopoulos, George C. Anastassopoulos
Iliou Machine Learning Data Preprocessing Method for Stress Level Prediction. AIAI (2018)
Theodoros Iliou, Christos-Nikolaos Anagnostopoulos, Ioannis M. Stephanakis, George C. Anastassopoulos
A novel data preprocessing method for boosting neural network performance: A case study in osteoporosis prediction. Inf. Sci. 380 (2017)
Ioannis M. Stephanakis, Theodoros Iliou, George C. Anastassopoulos
Information Feature Selection: Using Local Attribute Selections to Represent Connected Distributions in Complex Datasets. EANN (2017)
Ioannis M. Stephanakis, Syed Noor-ul-Hassan Shirazi, Antonios Gouglidis, David Hutchison
A Multi-commodity Network Flow Model for Cloud Service Environments. EANN (2016)
Ioannis M. Stephanakis, Ioannis P. Chochliouros, Evangelos Sfakianakis, Noorulhassan Shirazi
Anomaly Detection In Secure Cloud Environments Using a Self-Organizing Feature Map (SOFM) Model For Clustering Sets of R-Ordered Vector-Structured Features. EANN Workshops (2015)
Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Ioannis M. Stephanakis, Dimitrios N. Arvanitozisis, Evangelos Sfakianakis, Maria Belesioti, Evangelia M. Georgiadou, Nina Mitsopoulou
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. EANN Workshops (2015)
Ioannis M. Stephanakis, Ioannis P. Chochliouros, George L. Lymperopoulos, Kostas Berberidis
Optimal Video Delivery in Mobile Networks Using a Cache-Accelerated Multi Area eMBMS Architecture. AIAI Workshops (2014)
Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Ioannis M. Stephanakis, Evangelos Sfakianakis, Evangelia M. Georgiadou, Maria Belesioti, Luís Cordeiro, João Gonçalves
Modern Video-to-Video Communications to Enhance Citizens' Quality of Life and Create Opportunities for Growth in "Smart" European Cities. AIAI Workshops (2014)
Ioannis P. Chochliouros, Rod McCall, Andrei Popleteev, Tigran Avanesov, Tomas Kamarauskas, Anastasia S. Spiliopoulou, Evangelos Sfakianakis, Evangelia Georgiadou, Nikoletta Liakostavrou, Ioannis Kampourakis, Ioannis M. Stephanakis
(Semi-) Pervasive Gaming Educational and Entertainment Facilities via Interactive Video-to-Video Communication over the Internet, for Museum Exhibits. AIAI (2013)
Ioannis M. Stephanakis, Ioannis P. Chochliouros, George Caridakis, Stefanos D. Kollias
A Particle Swarm Optimization (PSO) Model for Scheduling Nonlinear Multimedia Services in Multicommodity Fat-Tree Cloud Networks. EANN (2) (2013)
Ioannis M. Stephanakis, Ioannis P. Chochliouros, Anastasios Dagiuklas, George C. Anastassopoulos
A Novel Rate-Distortion Method in 3D Video Capturing in the Context of High Efficiency Video Coding (HEVC) in Intelligent Communications. AIAI (2013)
Evangelia M. Georgiadou, Mario Giovanni Frecassetti, Ioannis P. Chochliouros, Evangelos Sfakianakis, Ioannis M. Stephanakis
Energy Efficient E-Band Transceiver for Future Networking. EANN (2) (2013)
Ioannis M. Stephanakis, George C. Anastassopoulos, Lazaros S. Iliadis
A Self-Organizing Feature Map (SOFM) model based on aggregate-ordering of local color vectors according to block similarity measures. Neurocomputing 107 (2013)
Theodoros Iliou, Christos-Nikolaos Anagnostopoulos, Ioannis M. Stephanakis, George C. Anastassopoulos
Combined Classification of Risk Factors for Appendicitis Prediction in Childhood. EANN (2) (2013)
Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Evangelos Sfakianakis, Ioannis M. Stephanakis, Donal Morris, Martin Kennedy
Enhancing Education and Learning Capabilities via the Implementation of Video-to-Video Communications. AIAI (2) (2012)
Ioannis P. Chochliouros, Ioannis M. Stephanakis, Anastasia S. Spiliopoulou, Evangelos Sfakianakis, Latif Ladid
Developing Innovative Live Video-to-Video Communications for Smarter European Cities. AIAI (2) (2012)
Ioannis M. Stephanakis, George C. Anastassopoulos
Scalable Object Encoding Using Multiplicative Multilinear Inter-camera Prediction in the Context of Free View 3D Video. AIAI (1) (2012)
Ioannis M. Stephanakis, Ioannis P. Chochliouros
Multimedia Content Distribution over Next-Generation Heterogeneous Networks Featuring a Service Architecture of Sliced Resources. AIAI (2) (2012)
Ioannis M. Stephanakis, Dimitrios Logothetis
Evolutionary Algorithm Optimization of Edge Delivery Sites in Next Generation Multi-service Content Distribution Networks. EANN/AIAI (1) (2011)
Ioannis M. Stephanakis, George C. Anastassopoulos, Lazaros S. Iliadis
A Window-Based Self-Organizing Feature Map (SOFM) for Vector Filtering Segmentation of Color Medical Imagery. EANN/AIAI (1) (2011)
Ioannis M. Stephanakis, George C. Anastassopoulos, Lazaros S. Iliadis
Color Segmentation Using Self-Organizing Feature Maps (SOFMs) Defined Upon Color and Spatial Image Space. ICANN (1) (2010)
George K. Anastassopoulos, Aggelos D. Tsalkidis, Ioannis M. Stephanakis, George J. Mandellos, Konstantinos Simopoulos
Application of JPEG 2000 compression in medical database image data. DSP (2002)
Ioannis M. Stephanakis, G. K. Anastassopoulos, Aggelos D. Tsalkidis
Multiresolution autoregressive filtering for pneumonia detection in medical images. DSP (2002)
Anastasios D. Doulamis, Nikolaos D. Doulamis, Ioannis M. Stephanakis, Stefanos D. Kollias
Selection of optimal wavelet packet transforms for object-based coding. EUSIPCO (2000)
Ioannis M. Stephanakis, George Stamou, Stefanos D. Kollias
Piecewise Wiener filter model based on fuzzy partition of local wavelet features for image restoration. IJCNN (1999)
Ioannis M. Stephanakis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Stefanos D. Kollias
Adaptive Wavelet-Packet Decomposition for Rate Control of Object Oriented Coding of Video Sequences. ICIP (2) (1999)