Konstantinos G. Margaritis

According to our database1, Konstantinos G. Margaritis
  • authored at least 123 papers between 1987 and 2017.
  • has a "Dijkstra number"2 of four.

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Bibliography

2017
Local learning regularization networks for localized regression.
Neural Computing and Applications, 2017

Timely advances in evolving neural-based systems special issue.
Evolving Systems, 2017

2016
Parallel and Distributed Collaborative Filtering: A Survey.
ACM Comput. Surv., 2016

Exemplar Selection via Leave-One-Out Kernel Averaged Gradient Descent and Subtractive Clustering.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

2015
Multiple String Matching on a GPU using CUDAs.
Scalable Computing: Practice and Experience, 2015

Topology and simulations of a Hierarchical Markovian Radial Basis Function Neural Network classifier.
Inf. Sci., 2015

Confidence ratio affinity propagation in ensemble selection of neural network classifiers for distributed privacy-preserving data mining.
Neurocomputing, 2015

A Hybrid Parallel Implementation of the Aho-Corasick and Wu-Manber Algorithms Using NVIDIA CUDA and MPI Evaluated on a Biological Sequence Database.
International Journal on Artificial Intelligence Tools, 2015

A fast progressive local learning regression ensemble of generalized regression neural networks.
Proceedings of the 19th Panhellenic Conference on Informatics, 2015

Multithreaded Local Learning Regularization Neural Networks for Regression Tasks.
Proceedings of the Engineering Applications of Neural Networks, 2015

2014
A Hybrid Parallel Implementation of the Aho-Corasick and Wu-Manber Algorithms Using NVIDIA CUDA and MPI Evaluated on a Biological Sequence Database.
CoRR, 2014

Parallel and Distributed Collaborative Filtering: A Survey.
CoRR, 2014

A distributed privacy-preserving regularization network committee machine of isolated Peer classifiers for P2P data mining.
Artif. Intell. Rev., 2014

Breaking Ties of Plurality Voting in Ensembles of Distributed Neural Network Classifiers Using Soft Max Accumulations.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

2013
Exact online two-dimensional pattern matching using multiple pattern matching algorithms.
ACM Journal of Experimental Algorithmics, 2013

Parallel Computing of Kernel Density Estimation with Different Multi-core Programming Models.
Proceedings of the 21st Euromicro International Conference on Parallel, 2013

Distributed privacy-preserving P2P data mining via probabilistic neural network committee machines.
Proceedings of the 4th International Conference on Information, 2013

A Parallel and Hierarchical Markovian RBF Neural Network: Preliminary Performance Evaluation.
Proceedings of the Engineering Applications of Neural Networks, 2013

Parallel and local learning for fast probabilistic neural networks in scalable data mining.
Proceedings of the Balkan Conference in Informatics, 2013

2012
An Optimal Scaling Framework for Collaborative Filtering Recommendation Systems.
International Journal on Artificial Intelligence Tools, 2012

Parallelism, Localization and Chain Gradient Tuning Combinations for Fast Scalable Probabilistic Neural Networks in Data Mining Applications.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Implementing Basic Computational Kernels of Linear Algebra on Multicore.
Proceedings of the 16th Panhellenic Conference on Informatics, PCI 2012, 2012

Parallel Implementation of the Slope One Algorithm for Collaborative Filtering.
Proceedings of the 16th Panhellenic Conference on Informatics, PCI 2012, 2012

Parallel Implementation of the Wu-Manber Algorithm Using the OpenCL Framework.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

A Regularization Network Committee Machine of Isolated Regularization Networks for Distributed Privacy Preserving Data Mining.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Multithreaded Implementation of the Slope One Algorithm for Collaborative Filtering.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

A Parallel Radial Basis Probabilistic Neural Network for Scalable Data Mining in Distributed Memory Machines.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Computational Comparison of Some Multi-core Programming Tools for Basic Matrix Computations.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Efficient Multi-Core Computations in Computational Statistics and Econometrics.
Proceedings of the 15th IEEE International Conference on Computational Science and Engineering, 2012

Performance Study of Parallel Hybrid Multiple Pattern Matching Algorithms for Biological Sequences.
Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012

Performance study of matrix computations using multi-core programming tools.
Proceedings of the Balkan Conference in Informatics, 2012, 2012

A distributed asynchronous and privacy preserving neural network ensemble selection approach for peer-to-peer data mining.
Proceedings of the Balkan Conference in Informatics, 2012, 2012

2011
Parallel direct methods for solving the system of linear equations with pipelining on a multicore using OpenMP.
J. Computational Applied Mathematics, 2011

A Performance Evaluation of the Preprocessing Phase of Multiple Keyword Matching Algorithms.
Proceedings of the 15th Panhellenic Conference on Informatics, 2011

Towards an Integrated Teaching Environment for Parallel Programming.
Proceedings of the 15th Panhellenic Conference on Informatics, 2011

Experimental Results on Multiple Pattern Matching Algorithms for Biological Sequences.
Proceedings of the BIOINFORMATICS 2011, 2011

Open Multi Processing (OpenMP) of Gauss-Jordan Method for Solving System of Linear Equations.
Proceedings of the 11th IEEE International Conference on Computer and Information Technology, 2011

2010
Performance Models for Matrix Computations on Multicore Processors Using OpenMP.
Proceedings of the 2010 International Conference on Parallel and Distributed Computing, 2010

Survey of Software Environments for Parallel Distributed Processing: Parallel Programming Education on Real Life Target Systems Using Production Oriented Software Tools.
Proceedings of the 14th Panhellenic Conference on Informatics, 2010

An Optimal Scaling Approach to Collaborative Filtering Using Categorical Principal Component Analysis and Neighborhood Formation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2010

Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Implementing Parallel LU Factorization with Pipelining on a MultiCore Using OpenMP.
Proceedings of the 13th IEEE International Conference on Computational Science and Engineering, 2010

2009
String Matching on a Multicore GPU Using CUDA.
Proceedings of the PCI 2009, 2009

An Experimental Evaluation of a Parallel Genetic Algorithm Using MPI.
Proceedings of the PCI 2009, 2009

A Hybrid Approach for Improving Prediction Coverage of Collaborative Filtering.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

A Simple Algorithm Implementation for Pattern-Matching with Bounded Gaps in Genomic and Proteomic Sequences, on the Grid EGEE Platform, using an Intuitive User Interface.
Proceedings of the Workshops of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI-2009), 2009

On the Performance of SVD-Based Algorithms for Collaborative Filtering.
Proceedings of the 2009 Fourth Balkan Conference in Informatics, 2009

2008
Processor array architectures for flexible approximate string matching.
Journal of Systems Architecture - Embedded Systems Design, 2008

Identifying the effects of SVD and demographic data use on generalized collaborative filtering.
Int. J. Comput. Math., 2008

Estimating electropalatographic patterns from the speech signal.
Computer Speech & Language, 2008

Performance Evaluation of Multiple Approximate String Matching Algorithms Implemented with MPI Paradigm in an Experimental Cluster Environment.
Proceedings of the Panhellenic Conference on Informatics, 2008

Improving the Efficiency of Exact Two Dimensional On-Line Pattern Matching Algorithms.
Proceedings of the Panhellenic Conference on Informatics, 2008

Contribution to statistical acoustic-to-EMA mapping.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
A programmable array processor architecture for flexible approximate string matching algorithms.
J. Parallel Distrib. Comput., 2007

Using SVD and demographic data for the enhancement of generalized Collaborative Filtering.
Inf. Sci., 2007

Multimedia Authoring Tools: The Quest for an Educational Package.
Educational Technology & Society, 2007

Enhancing acoustic-to-EPG mapping with lip position information.
Proceedings of the INTERSPEECH 2007, 2007

2006
On the enhancement of collaborative filtering by demographic data.
Web Intelligence and Agent Systems, 2006

Applying SVD on Generalized Item-based Filtering.
IJCSA, 2006

Multimodal Continuous Recognition System for Greek Sign Language Using Various Grammars.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Implementation of a programmable array processor architecture for approximate string matching algorithms on FPGAs.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Learning Electropalatograms from Acoustics.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
New Processor Array Architectures for the Longest Common Subsequence Problem.
The Journal of Supercomputing, 2005

Parallel text searching applications on a heterogeneous cluster architecture.
IJCSE, 2005

Mapping the Speech Signal onto Electromagnetic Articulography Trajectories Using Support Vector Regression.
Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

Performance Analysis of Overheads for Matrix - Vector Multiplication in Cluster Environment.
Proceedings of the Advances in Informatics, 2005

On the Acoustic-to-Electropalatographic Mapping.
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005

Applying SVD on Item-based Filtering.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

A support vector approach to the acoustic-to-articulatory mapping.
Proceedings of the INTERSPEECH 2005, 2005

A Programmable Array Processor Architecture for Flexible Approximate String Matching Algorithms.
Proceedings of the 34th International Conference on Parallel Processing Workshops (ICPP 2005 Workshops), 2005

2004
Isolated and Continuous Greek Sign Language Recognition with Hidden Markov Models.
Neural Parallel & Scientific Comp., 2004

On the combination of user-based and item-based collaborative filtering.
Int. J. Comput. Math., 2004

Performance comparison of memetic algorithms.
Applied Mathematics and Computation, 2004

Free and Open Source Software Educational Perspectives.
Proceedings of the International Conference on Computational Intelligence, 2004

Unison-CF: A Multiple-Component, Adaptive Collaborative Filtering System.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2004

2003
Performance evaluation of load balancing strategies for approximate string matching application on an MPI cluster of heterogeneous workstations.
Future Generation Comp. Syst., 2003

Performance Analysis of Approximate String Searching Implementations for Heterogeneous Computing Platform.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface,10th European PVM/MPI Users' Group Meeting, Venice, Italy, September 29, 2003

Flexible Approximate String Matching Application on a Heterogeneous Distributed Environment.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

Performance Analysis of Approximate String Searching Implementations for Heterogeneous Computing Platform.
Proceedings of the 32nd International Conference on Parallel Processing Workshops (ICPP 2003 Workshops), 2003

Towards an Assistive Tool for Greek Sign Language Communication.
Proceedings of the 2003 IEEE International Conference on Advanced Learning Technologies, 2003

2002
Parallel implementations for string matching problem on a cluster of distributed workstations.
Neural Parallel & Scientific Comp., 2002

A multipopulation cultural algorithm for the electrical generator scheduling problem.
Mathematics and Computers in Simulation, 2002

On-Line Approximate String Searching Algorithms: Survey and Experimental Results.
Int. J. Comput. Math., 2002

An Experimental Study of Benchmarking Functions for Genetic Algorithms.
Int. J. Comput. Math., 2002

A Performance Study of Load Balancing Strategies for Approximate String Matching on an MPI Heterogeneous System Environment.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 9th European PVM/MPI Users' Group Meeting, Linz, Austria, September 29, 2002

2001
A study of the two unit certainty neuron fuzzy cognitive map.
Neural Parallel & Scientific Comp., 2001

On-line string matching algorithms: survey and experimental results.
Int. J. Comput. Math., 2001

On benchmarking functions for genetic algorithms.
Int. J. Comput. Math., 2001

See Yourself IMprove (SYIM): Implementing an educational environment for individual distance education services and student modeling.
Proceedings of WebNet 2001, 2001

Text Searching on a Heterogeneous Cluster of Workstations.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2001

Using Fuzzy Cognitive Maps as a Decision Support System for Political Decisions.
Proceedings of the Advances in Informatics, 8th Panhellenic Conference on Informatics, 2001

Parallel Text Searching Application on a Heterogeneous Cluster of Workstations .
Proceedings of the 30th International Workshops on Parallel Processing (ICPP 2001 Workshops), 2001

Intelligent techniques for web applications: review and educational application.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

Fuzzy cognitive map as a decision support system for political decisions: The case of "Great Albania".
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

On Greeg sign language alphabet character recognition: Using back-propagation neural networks.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

Implemeting string searching algorithms on a network of workstations using MPI.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

Implementing applications on small robots for educational purposes: Programming the LEGO mindstorms.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

Tight lower bund for matrix transposition on the reconfigurable mesh.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

Computer assisted writing of Greek sign language (GrSL) with sign writing.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

Computer simulators for teaching concurrent Programming.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

A multipolation memetic model for the maintenance scheduling problem.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

2000
An experimental study of benchmarking functions for genetic algorithms.
Proceedings of the IEEE International Conference on Systems, 2000

1999
Neural networks for blind separation with unknown number of sources.
Neurocomputing, 1999

Student Modelling Review-What can be learned for Distance Education.
Proceedings of WebNet 99, 1999

1998
An SIMD Implementation of Optimal Linear Associative Memory Neural Networks.
Neural Parallel & Scientific Comp., 1998

The MYCIN certainty factor handling function as uninorm operator and its use as a threshold function in artificial neurons.
Fuzzy Sets and Systems, 1998

1997
A Vlsi Processor Array for Flexible String Matching.
Parallel Algorithms Appl., 1997

Cognitive Mapping and Certainty Neuron Fuzzy Cognitive Maps.
Inf. Sci., 1997

On the Use of Librarians Selection Routines in Web Search.
Proceedings of WebNet 97, 1997

1996
A Reconfigurable Systolic Torus for Iterative Matrix Operations.
Parallel Algorithms Appl., 1996

Mentor: Internet search advisor and information retrieval system.
Proceedings of WebNet 96, 1996

1995
On the Systolic Implementation of Associative Memory Artificial Neural Networks.
Parallel Computing, 1995

Folding Techniques for Systolic Iterations.
Parallel Algorithms Appl., 1995

On multi-property set operations using neural networks and systolic arrays.
Neural Parallel & Scientific Comp., 1995

1994
On Systolic General System Solution and General Matrix Inversion.
Parallel Algorithms Appl., 1994

Artificial Neural Networks and Iterative Linear Algebra Methods.
Parallel Algorithms Appl., 1994

1992
Systolic implementation of neural networks for searching sets of properties.
Parallel Computing, 1992

1990
Systolic designs for Bernoulli's method.
Parallel Computing, 1990

Systolic designs for eigenvalue-eigenvector computations using matrix powers.
Parallel Computing, 1990

1989
Systolic and holographic pyramidical soft-systolic designs for successive matrix powers.
Parallel Computing, 1989

Systolic block LU decompositions.
Integration, 1989

1988
Optical processing of banded matrix algorithms using outer product concepts.
Parallel Computing, 1988

1987
Parallel Systolic LU Factorization for Simplex Updates.
Proceedings of the Supercomputing, 1987


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