George Tambouratzis

发表

The effectiveness of surrogate functions in improving the accuracy of PSO-type algorithms in an NLP task

George Tambouratzis, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Improving the Clustering Performance of the Scanning n-Tuple Method by Using Self-Supervised Algorithms to Introduce Subclasses

George Tambouratzis, 2002, IEEE Trans. Pattern Anal. Mach. Intell..

Modifying the velocity in adaptive PSO to improve optimisation performance

George Tambouratzis, 2017, 2017 Ninth International Conference on Advanced Computational Intelligence (ICACI).

Swarm Algorithms for NLP - The Case of Limited Training Data

George Tambouratzis, Marina Vassiliou, 2019, J. Artif. Intell. Soft Comput. Res..

Applying the SOM Model to Text Classification According to Register and Stylistic Content

Stella Markantonatou, George Carayannis, George Tambouratzis, 2003, Int. J. Neural Syst..

Extensions to the PRESEMT Methodology

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2017 .

Evaluating the Translation Accuracy of a Novel Language-Independent MT Methodology

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2012, COLING.

ACO Hybrid Algorithm for Document Classification System

George Tambouratzis, Nikolaos Tsimboukakis, 2009, Innovations in Swarm Intelligence.

Using Particle Swarm Optimization to Accurately Identify Syntactic Phrases in Free Text

George Tambouratzis, G. Tambouratzis, 2018, J. Artif. Intell. Soft Comput. Res..

The Role of Forgetting in Efficient Learning Strategies for Self-Organising Discriminator-Based Systems

George Tambouratzis, T. John Stonham, T. Stonham, 1993, IWANN.

Language-Independent Hybrid MT: Comparative Evaluation of Translation Quality

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2016 .

Machine Translation with Minimal Reliance on Parallel Resources

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2017 .

Comparing CRF and template-matching in phrasing tasks within a Hybrid MT system

George Tambouratzis, G. Tambouratzis, 2014, HyTra@EACL.

Improving the classification accuracy of the scanning n-tuple method

George Tambouratzis, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Meteorological data analysis using self-organizing maps

George Tambouratzis, Tatiana Tambouratzis, 2008 .

Analyzing the 24‐hour blood pressure and heart‐rate variability with self‐organizing feature maps

George K. Papakonstantinou, George Tambouratzis, S. Stamatelopoulos, 2002, Int. J. Intell. Syst..

Implementing a Language-Independent MT Methodology

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2012 .

Autonomous learning in logic neural networks

George Tambouratzis, 1993 .

Conditional random fields versus template-matching in MT phrasing tasks involving sparse training data

George Tambouratzis, G. Tambouratzis, 2015, Pattern Recognit. Lett..

Using an Ant Colony Metaheuristic to Optimize Automatic Word Segmentation for Ancient Greek

George Tambouratzis, G. Tambouratzis, 2009, IEEE Transactions on Evolutionary Computation.

Word-Map Systems for Content-Based Document Classification

George Tambouratzis, Nikolaos Tsimboukakis, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

Variable Sensitivity in Unsupervised Clustering Tasks with an N-Tuple-Based Self-Organising Neural Network

George Tambouratzis, 2000, Int. J. Neural Syst..

Applying logic neural networks to hand-written character recognition tasks

George Tambouratzis, 1996, Proceedings Eighth IEEE International Conference on Tools with Artificial Intelligence.

A resource-light phrase scheme for language-portable MT

Fotini Simistira, George Tambouratzis, Marina Vassiliou, 2011, EAMT.

Clustering with artificial neural networks and traditional techniques

George Tambouratzis, Tatiana Tambouratzis, D. Tambouratzis, 2003, Int. J. Intell. Syst..

Image segmentation with the SOLNN unsupervised logic neural network

George Tambouratzis, G. Tambouratzis, 1997, Neural Computing & Applications.

A Methodology for Creating a Segment Inventory for Greek Time Domain Speech Synthesis

Stavroula-Evita Fotinea, George Tambouratzis, 2005, Int. J. Speech Technol..

Applying particle swarm optimisation to the morphological segmentation of words from Ancient Greek texts

George Tambouratzis, 2016, Pattern Analysis and Applications.

Document classification system based on HMM word map

George Tambouratzis, Nikolaos Tsimboukakis, 2008, CSTST.

PRESEMT: Pattern Recognition-based Statistically Enhanced MT

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2012, ESIRMT/HyTra@EACL.

Automatic Style Categorisation of Corpora in the Greek Language

Stella Markantonatou, George Carayannis, George Tambouratzis, 2000, LREC.

Meteorological data mining employing Self-Organising Maps

George Tambouratzis, Tatiana Tambouratzis, 2003, ICANNGA.

Using Patterns for Machine Translation

Stella Markantonatou, George Tambouratzis, Marina Vassiliou, 2006, EAMT.

Optimising the clustering performance of a self-organising logic neural network with topology-preserving capabilities

George Tambouratzis, G. Tambouratzis, 1994, Pattern Recognit. Lett..

Establishing sentential structure via realignments from small parallel corpora

George Tambouratzis, Vassiliki Pouli, G. Tambouratzis, 2015, HyTra@ACL.

Applying a sectioned genetic algorithm to word segmentation

George Tambouratzis, Zacharias Detorakis, 2008, Pattern Analysis and Applications.

Discovery of underlying morphological relations using an agglomerative clustering algorithm

George Tambouratzis, Zacharias Detorakis, 2008, CSTST.

VEMUS: An Integrated Platform to Support Music Tuition Tasks

Dominique Fober, George Tambouratzis, Kjetil Falkenberg Hansen, 2008, 2008 Eighth IEEE International Conference on Advanced Learning Technologies.

Multi-objective optimisation of real-valued parameters of a hybrid MT system using Genetic Algorithms

George Tambouratzis, Sokratis Sofianopoulos, 2010, Pattern Recognit. Lett..

Neural Networks for Author Attribution

George Tambouratzis, Nikolaos Tsimboukakis, 2007, 2007 IEEE International Fuzzy Systems Conference.

Linguistically Inspired Language Model Augmentation for MT

George Tambouratzis, Vasiliki Pouli, G. Tambouratzis, 2016, LREC.

Introduction of a sectioned genetic algorithm for large scale problems

George Tambouratzis, Zacharias Detorakis, 2007, 2007 2nd Bio-Inspired Models of Network, Information and Computing Systems.

Evaluating the topology-preservation capabilities of a self-organising logical neural network

George Tambouratzis, T. John Stonham, T. Stonham, 1993, Pattern Recognit. Lett..

Applying PSO to natural language processing tasks: Optimizing the identification of syntactic phrases

George Tambouratzis, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Pattern Matching-Based System for Machine Translation (MT)

Stella Markantonatou, George Tambouratzis, Marina Vassiliou, 2006, SETN.

Main Translation Process

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2017 .

PSO Optimal Parameters and Fitness Functions in an NLP Task

George Tambouratzis, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Implementation of a multi-objective genetic algorithm on word segmentation in modern Greek

George Tambouratzis, Zacharias Detorakis, 2007 .

Reducing spectral mismatches in concatenative speech synthesis via systematic database enrichment

George Carayannis, Aimilios Chalamandaris, George Tambouratzis, 2001, INTERSPEECH.

Automatic Corpora-based Stemming in Greek

George Tambouratzis, 2001, Lit. Linguistic Comput..

Discriminating the registers and styles in the Modern Greek language

Stella Markantonatou, George Tambouratzis, Marina Vassiliou, 2000 .

Constructing a segment database for greek time domain speech synthesis

George Carayannis, Stavroula-Evita Fotinea, George Tambouratzis, 2001, INTERSPEECH.

An Overview of the SEBAMAT Project

George Tambouratzis, Reinhard Rapp, 2020, EAMT.

Neural network versus statistical clustering techniques: a pilot study in a phoneme recognition task

George Tambouratzis, Tatiana Tambouratzis, D. Tambouratzis, 1997 .

Accurate phrase alignment in a bilingual corpus for EBMT systems

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2012 .

Discriminating the Registers and Styles in the Modern Greek Language-Part 2: Extending the Feature Vector to Optimize Author Discrimination

Stella Markantonatou, George Carayannis, George Tambouratzis, 2004, Lit. Linguistic Comput..

Expanding the Language model in a low-resource hybrid MT system

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2014, SSST@EMNLP.

Optimizing word segmentation tasks using ant colony metaheuristics

George Tambouratzis, G. Tambouratzis, 2014, Lit. Linguistic Comput..

Meteorological data analysis using self‐organizing maps

George Tambouratzis, Tatiana Tambouratzis, Tatiana Tambouratzis, 2008, Int. J. Intell. Syst..

Employing Thematic Variables for Enhancing Classification Accuracy Within Author Discrimination Experiments

George Tambouratzis, Marina Vassiliou, 2007, Lit. Linguistic Comput..

Evaluating SOM-based models in Text Classification Tasks for the Greek Language

Stella Markantonatou, George Carayannis, George Tambouratzis, 2001, WSOM.

Expanding the System

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2017 .

Using monolingual corpora for statistical machine translation: the METIS system

Stella Markantonatou, George Tambouratzis, Athanassia Fourla, 2003, EAMT.

A comparative study on authorship attribution classification tasks using both neural network and statistical methods

George Tambouratzis, Nikolaos Tsimboukakis, G. Tambouratzis, 2010, Neural Computing and Applications.

Language-independent hybrid MT with PRESEMT

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2013, HyTra@ACL.

Studying the SPEA2 algorithm for optimising a pattern-recognition based machine translation system

George Tambouratzis, Sokratis Sofianopoulos, Sokratis Sofianopoulos, 2011, 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (MDCM).

Graph planarization employing a harmony theory artificial neural network

George Tambouratzis, 2005, Neural Computing & Applications.

A Review of the PRESEMT project.

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos, 2013 .

Alignment verification to improve NMT translation towards highly inflectional languages with limited resources

George Tambouratzis, 2021, EACL.

Selecting the Optimal Configuration ofSwarm Algorithms for an NLP Task

George Tambouratzis, 2021, ICAISC.