Dimitrios A. Karras, D. A. Karras
List of publications from the DBLP Bibliography Server - FAQ
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 | 2010 | |
|---|---|---|
| c47 |      | D. A. Karras, M. P. Hanias: 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 2010: 245-256 |
| c46 | | George A. Papakostas, D. A. Karras, Basil G. Mertzios, Danielle Graveron-Demilly, Dirk van Ormondt: A Constrained Genetic Algorithm with Adaptively Defined Fitness Function in MRS Quantification. FGIT-GDC/CA 2010: 257-268 |
| c45 | | Stergios G. Tsiafoulis, Vasilios Zorkadis, Dimitris A. Karras: A Neural-Network Clustering-Based Algorithm for Privacy Preserving Data Mining. FGIT-GDC/CA 2010: 269-276 |
| c44 | | A. Filippou, Dimitris A. Karras, P. M. Papazoglou, Rallis C. Papademetriou: On a Novel Simulation Framework and Scheduling Model Integrating Coverage Mechanisms for Sensor Networks and Handling Concurrency. FGIT-GDC/CA 2010: 277-286 |
| 2009 | ||
| j18 | | George A. Papakostas, Yiannis S. Boutalis, Dimitris A. Karras, Basil G. Mertzios: Pattern classification by using improved wavelet Compressed Zernike Moments. Applied Mathematics and Computation 212(1): 162-176 (2009) |
| j17 | | M. P. Hanias, Dimitris A. Karras: 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. of AI 22(1): 32-39 (2009) |
| j16 | | Ioannis M. Dokas, Dimitris A. Karras, D. C. Panagiotakopoulos: Fault tree analysis and fuzzy expert systems: Early warning and emergency response of landfill operations. Environmental Modelling and Software 24(1): 8-25 (2009) |
| j15 | | George A. Papakostas, Yiannis S. Boutalis, Dimitrios A. Karras, Basil G. Mertzios: Modified Factorial-Free Direct Methods for Zernike and Pseudo-Zernike Moment Computation. IEEE T. Instrumentation and Measurement 58(7): 2121-2131 (2009) |
| c43 |  | Stavros Adam, Dimitrios A. Karras, Michael N. Vrahatis: A Data Mining Approach in the Analysis of the Weight Space of Multilayer Perceptron Solving Complex Real World Tasks. Industrial Conference on Data Mining - Posters 2009: 38-52 |
| c42 | | D. A. Karras: On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background. ICDM 2009: 301-309 |
| c41 | | Dimitris A. Karras, Basil G. Mertzios: On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features. ICDM 2009: 361-371 |
| c40 | | P. M. Papazoglou, D. A. Karras, Rallis C. Papademetriou: On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies. ICDM 2009: 372-387 |
| 2008 | ||
| j14 | | P. M. Papazoglou, Dimitris A. Karras, Rallis C. Papademetriou: An Improved Multi-Agent Simulation Methodology for Modelling and Evaluating Wireless Communication Systems Resource Allocation Algorithms. J. UCS 14(7): 1061-1079 (2008) |
| c39 | | P. M. Papazoglou, Dimitris A. Karras, Rallis C. Papademetriou: A Multi-Agent Simulation Model for Wireless Communications Involving an Improved Agent Negotiation Scheme Based on Real Time Event Scheduling Mechanisms. EMS 2008: 246-252 |
| c38 | | D. A. Karras: Efficient MRI Reconstruction Using a Hybrid Framework for Integrating Stepwise Bayesian Restoration and Neural Network Models in a Memory Based Priors System. HAIS 2008: 237-246 |
| c37 | | Dimitrios A. Karras: On Efficient Content Based Information Retrieval Using SVM and Higher Order Correlation Analysis. ICONIP (2) 2008: 112-119 |
| c36 | | Stavros Adam, Dimitrios A. Karras, Michael N. Vrahatis: Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back Propagation. ICONIP (2) 2008: 308-315 |
| c35 | | Dimitrios A. Karras, Vasilios Zorkadis: Towards a Reliable Evaluation Framework for Message Authentication in Web-Based Transactions Based on an Improved Computational Intelligence and Dynamical Systems Methodology. ICONIP (1) 2008: 595-602 |
| c34 | | Dimitrios A. Karras: An Improved Modular Neural Network Model for Adaptive Trajectory Tracking Control of Robot Manipulators. ICONIP (1) 2008: 1063-1070 |
| c33 | | P. M. Papazoglou, Dimitris A. Karras, Rallis C. Papademetriou: On the Multi-threading Approach of Efficient Multi-agent Methodology for Modelling Cellular Communications Bandwidth Management. KES-AMSTA 2008: 431-443 |
| c32 | | Dimitris A. Karras, Vasilios Zorkadis: On Efficient Security Modelling of Complex Interconnected Communication Systems based on Markov Processes. NTMS 2008: 1-7 |
| c31 | | P. M. Papazoglou, Dimitrios A. Karras, Rallis C. Papademetriou: On Improved Event Scheduling Mechanisms for Wireless Communications Simulation Modelling. NTMS 2008: 1-5 |
| e3 | | Dimitrios A. Karras, Meng Joo Er, Kamal A. F. Moustafa (Eds.): International Conference on Automation, Robotics and Control Systems, ARCS-08, Orlando, Florida, USA, July 7-10, 2008. ISRST 2008, isbn 978-1-60651-001-8 |
| 2007 | ||
| j13 | | George A. Papakostas, Yiannis S. Boutalis, Dimitris A. Karras, Basil G. Mertzios: A new class of Zernike moments for computer vision applications. Inf. Sci. 177(13): 2802-2819 (2007) |
| c30 | | P. M. Papazoglou, Dimitris A. Karras, Rallis C. Papademetriou: Simulating and Evaluating Dynamic Channel Assignment Schemes in Wireless Communication Networks through an Improved Multi-Agent System. IICAI 2007: 699-710 |
| c29 | | Dimitris A. Karras, Vasilios Zorkadis: An Improved Evaluation Framework for the Quality Assessment of Hash Functions in Data Communications based on Computational Intelligence and Nonlinear Methodology. IICAI 2007: 720-730 |
| c28 | | Dimitris A. Karras: A Hierarchical Support Vector Machine based Trajectory Tracking Methodology for Modeling Robot Manipulators Inverse Dynamics. IICAI 2007: 779-786 |
| c27 | | M. P. Hanias, D. A. Karras: Efficient Non Linear Time Series Prediction Using Non Linear Signal Analysis and Neural Networks in Chaotic Diode Resonator Circuits. Industrial Conference on Data Mining 2007: 329-338 |
| c26 | | P. M. Papazoglou, Dimitris A. Karras, Rallis C. Papademetriou: A Multi-agent Architecture for Designing and Simulating Large Scale Wireless Systems Resource Allocation. KES-AMSTA 2007: 405-415 |
| e2 | | Dimitris A. Karras, Chunping Li, Zoran Majkic, S. R. Mahadeva Prasanna (Eds.): International Conference on Artificial Intelligence and Pattern Recognition, AIPR-07, Orlando, Florida, USA, July 9-12, 2007. ISRST 2007, isbn 978-0-9727412-3-1 |
| e1 | | Dimitris A. Karras, Daming Wei, Jaroslav Zendulka (Eds.): International Conference on Software Engineering Theory and Practice, SETP-07, Orlando, Florida, USA, July 9-12 2007. ISRST 2007, isbn 978-0-9727412-6-2 |
| 2006 | ||
| j12 | | Vasilios Zorkadis, Dimitris A. Karras: Efficient information theoretic extraction of higher order features for improving neural network-based spam e-mail categorization. J. Exp. Theor. Artif. Intell. 18(4): 523-534 (2006) |
| c25 | | Vasilios Pasias, Dimitris A. Karras, Rallis C. Papademetriou: Heuristic Algorithms for Efficient Wireless Multimedia Network Design. EUROMICRO-SEAA 2006: 372-378 |
| c24 | | D. A. Karras: An Improved Text Categorization Methodology Based on Second and Third Order Probabilistic Feature Extraction and Neural Network Classifiers. KES (1) 2006: 9-20 |
| 2005 | ||
| j11 | | Vasilios Zorkadis, Dimitris A. Karras, M. Panayotou: 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 18(5-6): 799-807 (2005) |
| c23 | | Dimitris A. Karras: A Hierarchical Support Vector Machine Based Solution for Off-line Inverse Modeling in Intelligent Robotics Applications. ICANN (2) 2005: 619-624 |
| c22 | | Vasilios Zorkadis, Dimitris A. Karras, M. Panayotou: Efficient Neural Network Models and Information Theoretic Feature Extraction in Improved E-Mail Spam Categorization. IICAI 2005: 1345-1356 |
| c21 | | Ioannis M. Dokas, Dimitris A. Karras, D. C. Panagiotakopoulos: Landfill Operation Reliability Management Based on Fuzzy Expert Systems. IICAI 2005: 1988-1997 |
| c20 | | Vasilios Pasias, Dimitris A. Karras, Rallis C. Papademetriou: Traffic Engineering in Multi-service Networks based on Genetic Optimisation. IICAI 2005: 3337-3352 |
| c19 | | Dimitris A. Karras, Basil G. Mertzios, Danielle Graveron-Demilly, Dirk van Ormondt: Improved MRI Mining by Integrating Support Vector Machine Priors in the Bayesian Restoration. MLDM 2005: 325-333 |
| 2004 | ||
| c18 | | Dimitris A. Karras: An Empirical Test Suite for Message Authentication Evaluation in Communications Based on Support Vector Machines. ICAISC 2004: 622-627 |
| c17 | | Dimitris A. Karras: Efficient Digital Fingerprint Production and Evaluation for Secure Communication Systems Based on Genetic Algorithms. ICAISC 2004: 628-633 |
| c16 | | George A. Papakostas, Yiannis S. Boutalis, Dimitris A. Karras, Basil G. Mertzios: On the Reconstruction Performance of Compressed Orthogonal Moments. ICINCO (2) 2004: 468-474 |
| 2003 | ||
| j10 | | Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Stavros A. Karkanis, Dimitris A. Karras: CoLD: a versatile detection system for colorectal lesions in endoscopy video-frames. Computer Methods and Programs in Biomedicine 70(2): 151-166 (2003) |
| j9 | | Dimitris A. Karras, Vasilios Zorkadis: On neural network techniques in the secure management of communication systems through improving and quality assessing pseudorandom stream generators. Neural Networks 16(5-6): 899-905 (2003) |
| j8 | | S. A. Karkanis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Dimitris A. Karras, M. Tzivras: Computer-aided tumor detection in endoscopic video using color wavelet features. IEEE Transactions on Information Technology in Biomedicine 7(3): 141-152 (2003) |
| c15 | | Dimitris A. Karras, Vasilios Zorkadis: Quality Assessment of Hash Functions for Message Authentication Based Secure Internet Communications using Neural Networks. IICAI 2003: 1003-1013 |
| c14 | | Dimitris A. Karras, Rallis C. Papademetriou: On the Use of Genetic Algorithms in Verifying and Producing Message Digests for Secure Communication Systems. IICAI 2003: 1338-1349 |
| 2002 | ||
| c13 | | Dimitris A. Karras, Basil G. Mertzios: A Robust Meaning Extraction Methodology Using Supervised Neural Networks. Australian Joint Conference on Artificial Intelligence 2002: 498-510 |
| c12 | | Dimitris A. Karras, Vasilios Zorkadis: Strong Pseudorandom Bit Sequence Generators Using Neural Network Techniques and Their Evaluation for Secure Communications. Australian Joint Conference on Artificial Intelligence 2002: 615-626 |
| c11 | | Dimitris A. Karras, Basil G. Mertzios: Improved Defect Detection Using Novel Wavelet Feature Extraction Involving Principal Component Analysis and Neural Network Techniques. Australian Joint Conference on Artificial Intelligence 2002: 638-647 |
| 2001 | ||
| j7 | | Martin Reczko, Dimitris A. Karras, Basil G. Mertzios, Danielle Graveron-Demilly, Dirk van Ormondt: Improved MR image reconstruction from sparsely sampled scans based on neural networks. Pattern Recognition Letters 22(1): 35-46 (2001) |
| c10 | | Stavros A. Karkanis, George D. Magoulas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Dimitris A. Karras: Evaluation of textural feature extraction schemes for neural network-based interpretation of regions in medical images. ICIP (1) 2001: 281-284 |
| c9 | | Stavros A. Karkanis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Dimitris A. Karras: Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network. ICIP (2) 2001: 833-836 |
| 2000 | ||
| c8 | | Dimitris A. Karras, Vasilios Zorkadis: A Novel Suite of Tests for Evaluating One-Way Hash Functions for Electronic Commerce Applications. EUROMICRO 2000: 2464-2468 |
| c7 | | Dimitris A. Karras, S. A. Karkanis, Dimitrios E. Maroulis: Efficient Image Compression of Medical Images Using the Wavelet Transform and Fuzzy c-means Clustering on Regions of Interest. EUROMICRO 2000: 2469- |
| c6 | | Dimitris A. Karras, Martin Reczko, Basil G. Mertzios, Danielle Graveron-Demilly, Dirk van Ormondt: MR Image Reconstruction from Sparsely Sampled Scans Based on Multilayer Perceptrons and Using Regularization Techniques. IJCNN (1) 2000: 336-341 |
| 1999 | ||
| c5 | | S. A. Karkanis, George D. Magoulas, Maria Grigoriadou, Dimitris A. Karras: Neural Network based Textural Labeling of Images in Multimedia Applications. EUROMICRO 1999: 2392- |
| c4 | | Martin Reczko, Dimitris A. Karras, V. Mertzios, Danielle Graveron-Demilly, Dirk van Ormondt: Neural Networks in MR Image Estimation from Sparsely Sampled Scans. MLDM 1999: 75-86 |
| 1998 | ||
| j6 | | Stavros A. Karkanis, Dimitris A. Karras, Basil G. Mertzios: A Novel Signal Modeling Method Using the Wavelet Transform. Neural Parallel & Scientific Comp. 6(3): 417-428 (1998) |
| j5 | | Dimitris A. Karras, Vasilios Zorkadis: On Applying Multilayer Perceptron Learning Properties to (Pseudo) Random Number Generation and Evaluation. Neural Parallel & Scientific Comp. 6(4): 513-521 (1998) |
| c3 | | Dimitris A. Karras, S. A. Karkanis, Basil G. Mertzios: Image Compression Using the Wavelet Transform on Textural Regions of Interest. EUROMICRO 1998: 20633-20639 |
| c2 | | Dimitris A. Karras, I. J. Marmatsouri, E. J. Hatzakis, N. Paritsis: On Feature Selection Methods in the Application of Neural Networks to Social Sciences. EUROMICRO 1998: 20670- |
| c1 | | Dimitris A. Karras, Isaac E. Lagaris: A Novel Neural Network Training Technique Based on a Multi-Algorithm Constrained Optimization Strategy. EUROMICRO 1998: 20683-20687 |
| 1997 | ||
| j4 | | Martin Reczko, Dimitris A. Karras, Henrik Bohr: An update of the DEF database of protein fold class predictions. Nucleic Acids Research 25(1): 235 (1997) |
| 1995 | ||
| j3 | | Stavros J. Perantonis, Dimitris A. Karras: An efficient constrained learning algorithm with momentum acceleration. Neural Networks 8(2): 237-249 (1995) |
| j2 | | Dimitris A. Karras, Stavros J. Perantonis: An efficient constrained training algorithm for feedforward networks. IEEE Trans. Neural Netw. Learning Syst. 6(6): 1420-1434 (1995) |
| 1992 | ||
| j1 | | D. A. Karras, Stavros Varoufakis, George Antoniou, George B. Carayannis: Hopfield-Tank neural net: Walsh to Fourier transform. Neurocomputing 4(1): 37-41 (1992) |
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