Dimitris A. Karras
Orcid: 0000-0002-2759-8482Affiliations:
- Chalkis Institute of Technology, Department of Automation
According to our database1,
Dimitris A. Karras
authored at least 86 papers
between 1990 and 2023.
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Bibliography
2023
Cybersecurity and Privacy Attacks Detection in IoT Networks with Improved Data Engineering and Machine Learning Methods.
Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023
2022
Introduction to Special Issue on Misinformation, Fake News and Rumor Detection in Low-Resource Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022
2021
A Novel Effective Framework for Medical Images Secure Storage Using Advanced Cipher Text Algorithm in Cloud Computing.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021
2017
A Systematic Review of Analytical Management Techniques Applied to Competition Analysis Modeling Towards a Framework for Integrating them with BPM.
Proceedings of the Business Modeling and Software Design - 7th International Symposium, 2017
2016
Bounding the Search Space for Global Optimization of Neural Networks Learning Error: An Interval Analysis Approach.
J. Mach. Learn. Res., 2016
Towards a Thorough Evaluation Framework of Software Tools Suitable for Small and Medium Size Enterprises Focusing on Modelling and Simulating Business Processes.
Proceedings of the Business Modeling and Software Design - 6th International Symposium, 2016
2015
Reliable estimation of a neural network's domain of validity through interval analysis based inversion.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
New Genetic Optimization Strategies In Efficient Off-Line Traffic Engineering For Simulating Multi-Service UMTS Cellular Networks.
Proceedings of the 29th European Conference on Modelling and Simulation, 2015
On Multi-Agent Strategies For Efficiently Designing Competent Integrated Hardware-Generic Simulation Systems of Wireless Sensor Networks.
Proceedings of the 29th European Conference on Modelling and Simulation, 2015
2014
Solving the linear interval tolerance problem for weight initialization of neural networks.
Neural Networks, 2014
2013
On Multi Agent based modeling and control in large scale wireless communication systems for improved resource allocation performance.
Telecommun. Syst., 2013
2012
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012
New optimization models for survivability-supported traffic engineering in multi-service networks.
Proceedings of the First International Conference on Future Generation Communication Technologies (FGST 2012), 2012
Modeling efficient dynamic channel assignment schemes for quality of service wireless multimedia telecommunications through an extended and integrated Java simulation framework.
Proceedings of the First International Conference on Future Generation Communication Technologies (FGST 2012), 2012
2010
Proceedings of the Grid and Distributed Computing, Control and Automation, 2010
A Constrained Genetic Algorithm with Adaptively Defined Fitness Function in MRS Quantification.
Proceedings of the Grid and Distributed Computing, Control and Automation, 2010
Improved Non Linear Time Series Forecasting Using Non Linear Analysis Techniques and RBF Neural Networks for MRS Signals and Chaotic Diode Resonator Circuits.
Proceedings of the Grid and Distributed Computing, Control and Automation, 2010
On a Novel Simulation Framework and Scheduling Model Integrating Coverage Mechanisms for Sensor Networks and Handling Concurrency.
Proceedings of the Grid and Distributed Computing, Control and Automation, 2010
2009
Modified Factorial-Free Direct Methods for Zernike and Pseudo-Zernike Moment Computation.
IEEE Trans. Instrum. Meas., 2009
On privacy-enhancing architectures for distribution of real time performance demanding mobile services.
Int. J. Electron. Secur. Digit. Forensics, 2009
Fault tree analysis and fuzzy expert systems: Early warning and emergency response of landfill operations.
Environ. Model. Softw., 2009
On efficient multistep non-linear time series prediction in chaotic diode resonator circuits by optimizing the combination of non-linear time series analysis and neural networks.
Eng. Appl. Artif. Intell., 2009
Appl. Math. Comput., 2009
On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009
On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009
On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009
A Data Mining Approach in the Analysis of the Weight Space of Multilayer Perceptron Solving Complex Real World Tasks.
Proceedings of the Advances in Data Mining. 9th Industrial Conference, 2009
2008
An Improved Multi-Agent Simulation Methodology for Modelling and Evaluating Wireless Communication Systems Resource Allocation Algorithms.
J. Univers. Comput. Sci., 2008
On Improved Event Scheduling Mechanisms for Wireless Communications Simulation Modelling.
Proceedings of the NTMS 2008, 2008
On Efficient Security Modelling of Complex Interconnected Communication Systems based on Markov Processes.
Proceedings of the NTMS 2008, 2008
On the Multi-threading Approach of Efficient Multi-agent Methodology for Modelling Cellular Communications Bandwidth Management.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008
Towards a Reliable Evaluation Framework for Message Authentication in Web-Based Transactions Based on an Improved Computational Intelligence and Dynamical Systems Methodology.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
On Efficient Content Based Information Retrieval Using SVM and Higher Order Correlation Analysis.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
An Improved Modular Neural Network Model for Adaptive Trajectory Tracking Control of Robot Manipulators.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back Propagation.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Efficient MRI Reconstruction Using a Hybrid Framework for Integrating Stepwise Bayesian Restoration and Neural Network Models in a Memory Based Priors System.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008
A Multi-Agent Simulation Model for Wireless Communications Involving an Improved Agent Negotiation Scheme Based on Real Time Event Scheduling Mechanisms.
Proceedings of the EMS 2008, 2008
2007
A Multi-agent Architecture for Designing and Simulating Large Scale Wireless Systems Resource Allocation.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2007
Efficient Non Linear Time Series Prediction Using Non Linear Signal Analysis and Neural Networks in Chaotic Diode Resonator Circuits.
Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007
Simulating and Evaluating Dynamic Channel Assignment Schemes in Wireless Communication Networks through an Improved Multi-Agent System.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007
An Improved Evaluation Framework for the Quality Assessment of Hash Functions in Data Communications based on Computational Intelligence and Nonlinear Methodology.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007
A Hierarchical Support Vector Machine based Trajectory Tracking Methodology for Modeling Robot Manipulators Inverse Dynamics.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007
2006
Efficient information theoretic extraction of higher order features for improving neural network-based spam e-mail categorization.
J. Exp. Theor. Artif. Intell., 2006
An Improved Text Categorization Methodology Based on Second and Third Order Probabilistic Feature Extraction and Neural Network Classifiers.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the 32nd EUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO-SEAA 2006), August 29, 2006
2005
Efficient information theoretic strategies for classifier combination, feature extraction and performance evaluation in improving false positives and false negatives for spam e-mail filtering.
Neural Networks, 2005
Improved MRI Mining by Integrating Support Vector Machine Priors in the Bayesian Restoration.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
Efficient Neural Network Models and Information Theoretic Feature Extraction in Improved E-Mail Spam Categorization.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005
Traffic Engineering in Multi-service Networks based on Genetic Optimisation.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005
Landfill Operation Reliability Management Based on Fuzzy Expert Systems.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005
A Hierarchical Support Vector Machine Based Solution for Off-line Inverse Modeling in Intelligent Robotics Applications.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
2004
On the Reconstruction Performance of Compressed Orthogonal Moments.
Proceedings of the ICINCO 2004, 2004
Efficient Digital Fingerprint Production and Evaluation for Secure Communication Systems Based on Genetic Algorithms.
Proceedings of the Artificial Intelligence and Soft Computing, 2004
An Empirical Test Suite for Message Authentication Evaluation in Communications Based on Support Vector Machines.
Proceedings of the Artificial Intelligence and Soft Computing, 2004
2003
IEEE Trans. Inf. Technol. Biomed., 2003
On neural network techniques in the secure management of communication systems through improving and quality assessing pseudorandom stream generators.
Neural Networks, 2003
Comput. Methods Programs Biomed., 2003
Quality Assessment of Hash Functions for Message Authentication Based Secure Internet Communications using Neural Networks.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003
On the Use of Genetic Algorithms in Verifying and Producing Message Digests for Secure Communication Systems.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003
2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
Strong Pseudorandom Bit Sequence Generators Using Neural Network Techniques and Their Evaluation for Secure Communications.
Proceedings of the AI 2002: Advances in Artificial Intelligence, 2002
Improved Defect Detection Using Novel Wavelet Feature Extraction Involving Principal Component Analysis and Neural Network Techniques.
Proceedings of the AI 2002: Advances in Artificial Intelligence, 2002
Proceedings of the AI 2002: Advances in Artificial Intelligence, 2002
2001
Improved MR image reconstruction from sparsely sampled scans based on neural networks.
Pattern Recognit. Lett., 2001
Evaluation of textural feature extraction schemes for neural network-based interpretation of regions in medical images.
Proceedings of the 2001 International Conference on Image Processing, 2001
Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network.
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
MR Image Reconstruction from Sparsely Sampled Scans Based on Multilayer Perceptrons and Using Regularization Techniques.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
A Novel Suite of Tests for Evaluating One-Way Hash Functions for Electronic Commerce Applications.
Proceedings of the 26th EUROMICRO 2000 Conference, 2000
Efficient Image Compression of Medical Images Using the Wavelet Transform and Fuzzy c-means Clustering on Regions of Interest.
Proceedings of the 26th EUROMICRO 2000 Conference, 2000
1999
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 1999
Proceedings of the 25th EUROMICRO '99 Conference, 1999
1998
On Applying Multilayer Perceptron Learning Properties to (Pseudo) Random Number Generation and Evaluation.
Neural Parallel Sci. Comput., 1998
A Novel Signal Modeling Method Using the Wavelet Transform.
Neural Parallel Sci. Comput., 1998
Int. J. Comput. Math., 1998
Supervised and unsupervised neural network methods applied to textile quality control based on improved wavelet feature extraction techniques.
Int. J. Comput. Math., 1998
On Feature Selection Methods in the Application of Neural Networks to Social Sciences.
Proceedings of the 24th EUROMICRO '98 Conference, 1998
A Novel Neural Network Training Technique Based on a Multi-Algorithm Constrained Optimization Strategy.
Proceedings of the 24th EUROMICRO '98 Conference, 1998
Proceedings of the 24th EUROMICRO '98 Conference, 1998
1997
Nucleic Acids Res., 1997
1996
Tracking endocardial border motion in ultrasonic images by using neural networks and ARIMA modelling techniques.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
1995
IEEE Trans. Neural Networks, 1995
Neural Networks, 1995
Neural networks in multidimensional problems: a case study for questionnaire classification.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1992
1990
Proceedings of the IJCNN 1990, 1990