Dimitrios A. Karras

38 papers A* 3B 8C 2Misc 1Journal 7Unranked 16
YearRankTypeTitle / Venue / Authors
2024 — conf
A Way Forward for the MDCG 2019-16 Medical Device Security Guidance.
PETRA
Steve Taylor, Martin Gilje Jaatun, Karin Bernsmed, Christos Androutsos, Dietmar Frey, Simone Favrin, João Rodrigues, Dusko Milojevic, Dimitrios A. Karras, Ioannis Siachos, Gregory Epiphaniou, Nabil Moukafih, Sotiris Messinis, Ioannis Rallis, Nicholas E. Protonotarios, Paul Gedeon, Andrés Castillo, Carsten Maple, Nikolaos Drivalos Matragkas, Rance J. DeLong, Theodoros N. Arvanitis, Konstantinos Katzis
2024 — conf
Smart Contract Vulnerability Detection Using Deep Learning Algorithms on EVM bytecode.
MECO
Lejdi Prifti, Betim Cico, Dimitrios A. Karras
2023 — conf
Cybersecurity and Privacy Attacks Detection in IoT Networks with Improved Data Engineering and Machine Learning Methods.
BigDataService
Donald Elmazi, Dimitrios A. Karras, Abdulsalam Alkholidi, Klea Çapari
2022 J jnl
Introduction to Special Issue on Misinformation, Fake News and Rumor Detection in Low-Resource Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Akshi Kumar, Christian Esposito, Dimitrios A. Karras
2021 — conf
A Novel Effective Framework for Medical Images Secure Storage Using Advanced Cipher Text Algorithm in Cloud Computing.
IST
Surapaneni Phani Praveen, S. Sindhura, A. Madhuri, Dimitrios A. Karras
2017 — conf
A Systematic Review of Analytical Management Techniques Applied to Competition Analysis Modeling Towards a Framework for Integrating them with BPM.
BMSD
Dimitrios A. Karras, Rallis C. Papademetriou
2016 J jnl
Bounding the Search Space for Global Optimization of Neural Networks Learning Error: An Interval Analysis Approach.
J. Mach. Learn. Res.
Stavros P. Adam, George D. Magoulas, Dimitrios A. Karras, Michael N. Vrahatis
2016 — conf
Towards a Thorough Evaluation Framework of Software Tools Suitable for Small and Medium Size Enterprises Focusing on Modelling and Simulating Business Processes.
BMSD
Rallis C. Papademetriou, Dimitrios A. Karras
2015 C conf
New Genetic Optimization Strategies In Efficient Off-Line Traffic Engineering For Simulating Multi-Service UMTS Cellular Networks.
ECMS
Vasilios Pasias, Dimitrios A. Karras, Rallis C. Papademetriou
2015 C conf
On Multi-Agent Strategies For Efficiently Designing Competent Integrated Hardware-Generic Simulation Systems of Wireless Sensor Networks.
ECMS
Alexander Filippou, Dimitrios A. Karras
2014 J jnl
Solving the linear interval tolerance problem for weight initialization of neural networks.
Neural Networks
Stavros P. Adam, Dimitrios A. Karras, George D. Magoulas, Michael N. Vrahatis
2013 J jnl
On Multi Agent based modeling and control in large scale wireless communication systems for improved resource allocation performance.
Telecommun. Syst.
P. M. Papazoglou, Dimitrios A. Karras, Rallis C. Papademetriou
2012 — conf
A computional intelligence framework for NMR spectroscopy imaging and retrieval.
IPTA
Dimitrios A. Karras
2010 — conf
A Constrained Genetic Algorithm with Adaptively Defined Fitness Function in MRS Quantification.
FGIT-GDC/CA
George A. Papakostas, Dimitrios A. Karras, Basil G. Mertzios, Danielle Graveron-Demilly, Dirk van Ormondt
2010 — conf
Improved Non Linear Time Series Forecasting Using Non Linear Analysis Techniques and RBF Neural Networks for MRS Signals and Chaotic Diode Resonator Circuits.
FGIT-GDC/CA
Dimitrios A. Karras, Mike P. Hanias
2009 — conf
A Data Mining Approach in the Analysis of the Weight Space of Multilayer Perceptron Solving Complex Real World Tasks.
ICDM (Posters)
Stavros P. Adam, Dimitrios A. Karras, Michael N. Vrahatis
2009 J jnl
Modified Factorial-Free Direct Methods for Zernike and Pseudo-Zernike Moment Computation.
IEEE Trans. Instrum. Meas.
George A. Papakostas, Yiannis S. Boutalis, Dimitrios A. Karras, Basil G. Mertzios
2009 A* conf
On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies.
ICDM
P. M. Papazoglou, Dimitrios A. Karras, Rallis C. Papademetriou
2009 A* conf
On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background.
ICDM
Dimitrios A. Karras
2009 J jnl
On privacy-enhancing architectures for distribution of real time performance demanding mobile services.
Int. J. Electron. Secur. Digit. Forensics
Vasilios Zorkadis, Dimitrios A. Karras
2008 — conf
An Improved Modular Neural Network Model for Adaptive Trajectory Tracking Control of Robot Manipulators.
ICONIP (1)
Dimitrios A. Karras
2008 Misc conf
Efficient MRI Reconstruction Using a Hybrid Framework for Integrating Stepwise Bayesian Restoration and Neural Network Models in a Memory Based Priors System.
HAIS
Dimitrios A. Karras
2008 — ed.
International Conference on Automation, Robotics and Control Systems, ARCS-08, Orlando, Florida, USA, July 7-10, 2008
ARCS
Dimitrios A. Karras, Meng Joo Er, Kamal A. F. Moustafa
2008 — conf
On Efficient Content Based Information Retrieval Using SVM and Higher Order Correlation Analysis.
ICONIP (2)
Dimitrios A. Karras
2008 — conf
On Improved Event Scheduling Mechanisms for Wireless Communications Simulation Modelling.
NTMS
P. M. Papazoglou, Dimitrios A. Karras, Rallis C. Papademetriou
2008 — conf
Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back Propagation.
ICONIP (2)
Stavros P. Adam, Dimitrios A. Karras, Michael N. Vrahatis
2008 — conf
Towards a Reliable Evaluation Framework for Message Authentication in Web-Based Transactions Based on an Improved Computational Intelligence and Dynamical Systems Methodology.
ICONIP (1)
Dimitrios A. Karras, Vasilios Zorkadis
2007 A* conf
Efficient Non Linear Time Series Prediction Using Non Linear Signal Analysis and Neural Networks in Chaotic Diode Resonator Circuits.
ICDM
Mike P. Hanias, Dimitrios A. Karras
2006 — conf
An Improved Text Categorization Methodology Based on Second and Third Order Probabilistic Feature Extraction and Neural Network Classifiers.
KES (1)
Dimitrios A. Karras
2005 B conf
Improved spam e-mail filtering based on committee machines and information theoretic feature extraction.
IJCNN
Vasilis Zorkadis, M. Panayotou, Dimitrios A. Karras
2004 B conf
A combined genetic optimization and multilayer perceptron methodology for efficient digital fingerprint modeling and evaluation in secure communications.
IJCNN
Dimitrios A. Karras
2004 B conf
Neural network models based on regularization techniques for off-line robot manipulator path planning.
IJCNN
Dimitrios A. Karras
2004 B conf
Traffic engineering in multi-service networks comparing genetic and simulated annealing optimization techniques.
IJCNN
Vasilios Pasias, Dimitrios A. Karras, Rallis C. Papademetriou
2003 B conf
Improved Bayesian MRI reconstruction involving neural priors based on a regularization approach.
IJCNN
Dimitrios A. Karras, Basil G. Mertzios, Danielle Graveron-Demilly, Dirk van Ormondt
2003 B conf
Improved defect detection using support vector machines and wavelet feature extraction based on vector quantization and SVD techniques.
IJCNN
Dimitrios A. Karras
2003 B conf
Improving pseudorandom bit sequence generation and evaluation for secure Internet communications using neural network techniques.
IJCNN
Dimitrios A. Karras, Vasilis Zorkadis
2003 B conf
Neural network based benchmarks in the quality assessment of message digest algorithms for digital signatures based secure Internet communications.
IJCNN
Dimitrios A. Karras, Vasilis Zorkadis
1992 J jnl
Hopfield-Tank neural net: Walsh to Fourier transform.
Neurocomputing
Dimitrios A. Karras, Stavros Varoufakis, George Antoniou, George B. Carayannis