Improving the Orthogonal Range Search k -Windows Algorithm. - Panagiotis D. Alevizos; Basilis Boutsinas; Dimitris K. Tasoulis; Michael N. Vrahatis (ICTAI, 2002)

Financial forecasting through unsupervised clustering and evolutionary trained neural networks. - Nicos G. Pavlidis; Dimitris K. Tasoulis; Michael N. Vrahatis (IEEE Congress on Evolutionary Computation, 2003)

Locally recurrent probabilistic neural network for text-independent speaker verification. - Todor Ganchev; Dimitris K. Tasoulis; Michael N. Vrahatis; Nikos Fakotakis (INTERSPEECH, 2003)

Urinary Bladder Tumor Grade Diagnosis Using On-line Trained Neural Networks. - Dimitris K. Tasoulis; Panagiota Spyridonos; Nicos G. Pavlidis; Dionisis A. Cavouras; Panagiota Ravazoula; George Nikiforidis; Michael N. Vrahatis (KES, 2003)

Parallel Unsupervised k-Windows: An Efficient Parallel Clustering Algorithm. - Dimitris K. Tasoulis; Panagiotis D. Alevizos; Basilis Boutsinas; Michael N. Vrahatis (PaCT, 2003)

Parallelizing the Unsupervised k-Windows Clustering Algorithm. - Panagiotis D. Alevizos; Dimitris K. Tasoulis; Michael N. Vrahatis (PPAM, 2003)

Vector evaluated differential evolution for multiobjective optimization. - Konstantinos E. Parsopoulos; Dimitris K. Tasoulis; Nicos G. Pavlidis; Vassilis P. Plagianakos; Michael N. Vrahatis (IEEE Congress on Evolutionary Computation, 2004)

Parallel differential evolution. - Dimitris K. Tasoulis; Nicos G. Pavlidis; Vassilis P. Plagianakos; Michael N. Vrahatis (IEEE Congress on Evolutionary Computation, 2004)

Dynamic Search Trajectory Methods for Neural Network Training. - Yiannis G. Petalas; Dimitris K. Tasoulis; Michael N. Vrahatis (ICAISC, 2004)

Online Neural Network Training for Automatic Ischemia Episode Detection. - Dimitris K. Tasoulis; Liviu Vladutu; Vassilis P. Plagianakos; Anastasios Bezerianos; Michael N. Vrahatis (ICAISC, 2004)

Generalized locally recurrent probabilistic neural networks for text-independent speaker verification. - Todor Ganchev; Nikos Fakotakis; Dimitris K. Tasoulis; Michael N. Vrahatis (ICASSP (1), 2004)

Unsupervised distributed clustering. - Dimitris K. Tasoulis; Michael N. Vrahatis (Parallel and Distributed Computing and Networks, 2004)

Clustering in evolutionary algorithms to efficiently compute simultaneously local and global minima. - Dimitris K. Tasoulis; Vassilis P. Plagianakos; Michael N. Vrahatis (Congress on Evolutionary Computation, 2005)

The new window density function for efficient evolutionary unsupervised clustering. - Dimitris K. Tasoulis; Michael N. Vrahatis (Congress on Evolutionary Computation, 2005)

Time Series Forecasting Methodology for Multiple-Step-Ahead Prediction. - Nicos G. Pavlidis; Dimitris K. Tasoulis; Michael N. Vrahatis (Computational Intelligence, 2005)

Computational intelligence techniques for acute leukemia gene expression data classification. - Vassilis P. Plagianakos; Dimitris K. Tasoulis; Michael N. Vrahatis (IJCNN, 2005)

Transformations of two cryptographic problems in terms of matrices. - Elena C. Laskari; Gerasimos C. Meletiou; Dimitris K. Tasoulis; Michael N. Vrahatis (SIGSAM Bull., 2005)

Privacy preserving electronic data gathering. - Elena C. Laskari; Gerasimos C. Meletiou; Dimitris K. Tasoulis; Michael N. Vrahatis (Math. Comput. Model., 2005)

Unsupervised clustering on dynamic databases. - Dimitris K. Tasoulis; Michael N. Vrahatis (Pattern Recognit. Lett., 2005)

Human Designed Vs. Genetically Programmed Differential Evolution Operators. - Nicos G. Pavlidis; Vassilis P. Plagianakos; Dimitris K. Tasoulis; Michael N. Vrahatis (IEEE Congress on Evolutionary Computation, 2006)

Privacy Preserving Unsupervised Clustering over Vertically Partitioned Data. - Dimitris K. Tasoulis; Elena C. Laskari; Gerasimos C. Meletiou; Michael N. Vrahatis (ICCSA (5), 2006)

Unsupervised Clustering In Streaming Data. - Dimitris K. Tasoulis; Niall M. Adams; David J. Hand (ICDM Workshops, 2006)

Differential Evolution Algorithms for Finding Predictive Gene Subsets in Microarray Data. - Dimitris K. Tasoulis; Vassilis P. Plagianakos; Michael N. Vrahatis (AIAI, 2006)

Cell-nuclear data reduction and prognostic model selection in bladder tumor recurrence. - Dimitris K. Tasoulis; Panagiota Spyridonos; Nicos G. Pavlidis; Vassilis P. Plagianakos; Panagiota Ravazoula; George Nikiforidis; Michael N. Vrahatis (Artif. Intell. Medicine, 2006)

Unsupervised clustering in mRNA expression profiles. - Dimitris K. Tasoulis; Vassilis P. Plagianakos; Michael N. Vrahatis (Comput. Biol. Medicine, 2006)

Determining the number of real roots of polynomials through neural networks. - Bernard Mourrain; Nicos G. Pavlidis; Dimitris K. Tasoulis; Michael N. Vrahatis (Comput. Math. Appl., 2006)

Computational Intelligence Methods for Financial Time Series Modeling. - Nicos G. Pavlidis; Dimitris K. Tasoulis; Vassilis P. Plagianakos; Michael N. Vrahatis (Int. J. Bifurc. Chaos, 2006)

Unsupervised Clustering Using Fractal Dimension. - Dimitris K. Tasoulis; Michael N. Vrahatis (Int. J. Bifurc. Chaos, 2006)

Financial forecasting through unsupervised clustering and neural networks. - Nicos G. Pavlidis; Vassilis P. Plagianakos; Dimitris K. Tasoulis; Michael N. Vrahatis (Oper. Res., 2006)

Oriented k-windows: A PCA driven clustering method. - Dimitris K. Tasoulis; Dimitrios Zeimpekis; Efstratios Gallopoulos; Michael N. Vrahatis (Advances in Web Intelligence and Data Mining, 2006)

Should Delayed Measurements Always be Incorporated in Filtering? - Dimitris K. Tasoulis; Niall M. Adams; David J. Hand (DSP, 2007)

Visualising the Cluster Structure of Data Streams. - Dimitris K. Tasoulis; Gordon J. Ross; Niall M. Adams (IDA, 2007)

Generalized locally recurrent probabilistic neural networks with application to text-independent speaker verification. - Todor Ganchev; Dimitris K. Tasoulis; Michael N. Vrahatis; Nikos Fakotakis (Neurocomputing, 2007)

Assessing the effectiveness of artificial neural networks on problems related to elliptic curve cryptography. - Elena C. Laskari; Gerasimos C. Meletiou; Yannis C. Stamatiou; Dimitris K. Tasoulis; Michael N. Vrahatis (Math. Comput. Model., 2007)

Generalizing the k-Windows clustering algorithm in metric spaces. - Dimitris K. Tasoulis; Michael N. Vrahatis (Math. Comput. Model., 2007)

Online optimization for variable selection in data streams. - Christoforos Anagnostopoulos; Dimitris K. Tasoulis; David J. Hand; Niall M. Adams (ECAI, 2008)

Dynamic Multi-Armed Bandit with Covariates. - Nicos G. Pavlidis; Dimitris K. Tasoulis; Niall M. Adams; David J. Hand (ECAI, 2008)

Simulation Studies of Multi-armed Bandits with Covariates. - Nicos G. Pavlidis; Dimitris K. Tasoulis; David J. Hand (UKSim, 2008)

Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks. - Dimitris K. Tasoulis; Niall M. Adams; David J. Hand (UKSim, 2008)

Computational Intelligence Algorithms and DNA Microarrays. - Dimitris K. Tasoulis; Vassilis P. Plagianakos; Michael N. Vrahatis (Computational Intelligence in Bioinformatics, 2008)

Projection Based Clustering of Gene Expression Data. - Sotiris K. Tasoulis; Vassilis P. Plagianakos; Dimitris K. Tasoulis (CIBB, 2009)

Online annotation and prediction for regime switching data streams. - Gordon J. Ross; Dimitris K. Tasoulis; Niall M. Adams (SAC, 2009)

Temporally adaptive estimation of logistic classifiers on data streams. - Christoforos Anagnostopoulos; Dimitris K. Tasoulis; Niall M. Adams; David J. Hand (Adv. Data Anal. Classif., 2009)

Evolutionary Principal Direction Divisive Partitioning. - Sotiris K. Tasoulis; Dimitris K. Tasoulis; Vassilis P. Plagianakos (IEEE Congress on Evolutionary Computation, 2010)

Temporally-Adaptive Linear Classification for Handling Population Drift in Credit Scoring. - Niall M. Adams; Dimitris K. Tasoulis; Christoforos Anagnostopoulos; David J. Hand (COMPSTAT, 2010)

Selective fusion of out-of-sequence measurements. - Dimitris K. Tasoulis; Niall M. Adams; David J. Hand (Inf. Fusion, 2010)

Enhancing principal direction divisive clustering. - Sotiris K. Tasoulis; Dimitris K. Tasoulis; Vassilis P. Plagianakos (Pattern Recognit., 2010)

lambda-Perceptron: An adaptive classifier for data streams. - Nicos G. Pavlidis; Dimitris K. Tasoulis; Niall M. Adams; David J. Hand (Pattern Recognit., 2011)

Enhancing Differential Evolution Utilizing Proximity-Based Mutation Operators. - Michael G. Epitropakis; Dimitris K. Tasoulis; Nicos G. Pavlidis; Vassilis P. Plagianakos; Michael N. Vrahatis (IEEE Trans. Evol. Comput., 2011)

Nonparametric Monitoring of Data Streams for Changes in Location and Scale. - Gordon J. Ross; Dimitris K. Tasoulis; Niall M. Adams (Technometrics, 2011)

Tracking Particle Swarm Optimizers: An adaptive approach through multinomial distribution tracking with exponential forgetting. - Michael G. Epitropakis; Dimitris K. Tasoulis; Nicos G. Pavlidis; Vassilis P. Plagianakos; Michael N. Vrahatis (IEEE Congress on Evolutionary Computation, 2012)

Density based Projection Pursuit Clustering. - Sotiris K. Tasoulis; Michael G. Epitropakis; Vassilis P. Plagianakos; Dimitris K. Tasoulis (IEEE Congress on Evolutionary Computation, 2012)

Tracking Differential Evolution Algorithms: An Adaptive Approach through Multinomial Distribution Tracking with Exponential Forgetting. - Michael G. Epitropakis; Dimitris K. Tasoulis; Nicos G. Pavlidis; Vassilis P. Plagianakos; Michael N. Vrahatis (SETN, 2012)

Clustering of High Dimensional Data Streams. - Sotiris K. Tasoulis; Dimitris K. Tasoulis; Vassilis P. Plagianakos (SETN, 2012)

Adaptive consumer credit classification. - Nicos G. Pavlidis; Dimitris K. Tasoulis; Niall M. Adams; David J. Hand (J. Oper. Res. Soc., 2012)

Exponentially weighted moving average charts for detecting concept drift. - Gordon J. Ross; Niall M. Adams; Dimitris K. Tasoulis; David J. Hand (Pattern Recognit. Lett., 2012)

Erratum to "Exponentially weighted moving average charts for detecting concept drift" [Pattern Recognition Lett. 33(2) (2012) 191-198]. - Gordon J. Ross; Niall M. Adams; Dimitris K. Tasoulis; David J. Hand (Pattern Recognit. Lett., 2012)

Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. - Christoforos Anagnostopoulos; Dimitris K. Tasoulis; Niall M. Adams; Nicos G. Pavlidis; David J. Hand (Stat. Anal. Data Min., 2012)

Sequential monitoring of a Bernoulli sequence when the pre-change parameter is unknown. - Gordon J. Ross; Dimitris K. Tasoulis; Niall M. Adams (Comput. Stat., 2013)

Random direction divisive clustering. - Sotiris K. Tasoulis; Dimitris K. Tasoulis; Vassilis P. Plagianakos (Pattern Recognit. Lett., 2013)

HiPart: Hierarchical Divisive Clustering Toolbox. - Panagiotis Anagnostou; Sotiris K. Tasoulis; Vassilis P. Plagianakos; Dimitris K. Tasoulis (J. Open Source Softw., 2023)