Sotiris K. Tasoulis

发表

Real Time Sentiment Change Detection of Twitter Data Streams

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2018, 2018 Innovations in Intelligent Systems and Applications (INISTA).

Fractal analysis and fuzzy c-means clustering for quantification of fibrotic microscopy images

Vassilis P. Plagianakos, Ilias Maglogiannis, Sotiris K. Tasoulis, 2014, Artificial Intelligence Review.

Enhancing principal direction divisive clustering

Dimitris K. Tasoulis, Vassilis P. Plagianakos, Sotiris K. Tasoulis, 2010, Pattern Recognit..

Unsupervised Detection of Fibrosis in Microscopy Images Using Fractals and Fuzzy c-Means Clustering

Vassilis P. Plagianakos, Ilias Maglogiannis, Sotiris K. Tasoulis, 2012, AIAI.

Skin Lesions Characterisation Utilising Clustering Algorithms

Vassilis P. Plagianakos, Ilias Maglogiannis, Sotiris K. Tasoulis, 2010, SETN.

Fast nearest neighbor search through sparse random projections and voting

Sotiris K. Tasoulis, Teemu Roos, Teemu Pitkänen, 2016, 2016 IEEE International Conference on Big Data (Big Data).

A single-cell Systems Biology approach for disease-specific subpathway extraction

Vassilis P. Plagianakos, Sotiris K. Tasoulis, Aristidis G. Vrahatis, 2019, 2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).

Manifold Visualization via Short Walks

Sotiris K. Tasoulis, Yang Zhao, Teemu Roos, 2016, EuroVis.

Nonlinear dimensionality reduction for clustering

Nicos G. Pavlidis, Sotiris K. Tasoulis, Teemu Roos, 2020, Pattern Recognit..

Visualizing High-dimensional single-cell RNA-sequencing data through multiple Random Projections

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2018, 2018 IEEE International Conference on Big Data (Big Data).

Efficient change detection for high dimensional data streams

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2015, 2015 IEEE International Conference on Big Data (Big Data).

Density based Projection Pursuit Clustering

Dimitris K. Tasoulis, Michael G. Epitropakis, Vassilis P. Plagianakos, 2012, 2012 IEEE Congress on Evolutionary Computation.

Random projection based clustering for population genomics

Jukka Corander, Sotiris K. Tasoulis, Lu Cheng, 2014, 2014 IEEE International Conference on Big Data (Big Data).

Recent Machine Learning Approaches for Single-Cell RNA-seq Data Analysis

Vassilis P. Plagianakos, Sotiris K. Tasoulis, Aristidis G. Vrahatis, 2020, Advanced Computational Intelligence in Healthcare.

Biomedical Data Ensemble Classification using Random Projections

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2018, 2018 IEEE International Conference on Big Data (Big Data).

Ensemble Classification through Random Projections for Single-Cell RNA-Seq Data

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2020, Inf..

On-Line Fall Detection via Mobile Accelerometer Data

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Ilias Maglogiannis, 2015, AIAI.

Fast k-NN search pdf

Jukka Corander, Sotiris K. Tasoulis, Liang Wang, 2015, Big Data 2015.

Projection Based Clustering of Gene Expression Data

Dimitris K. Tasoulis, Vassilis P. Plagianakos, Sotiris K. Tasoulis, 2009, CIBB.

Deep Learning and Change Detection for Fall Recognition

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2019, EANN.

Independent Component Clustering for Skin Lesions Characterization

Vassilis P. Plagianakos, Ilias Maglogiannis, Sotiris K. Tasoulis, 2011, EANN/AIAI.

Random direction divisive clustering

Dimitris K. Tasoulis, Vassilis P. Plagianakos, Sotiris K. Tasoulis, 2013, Pattern Recognit. Lett..

Minimum Density Hyperplanes

Nicos G. Pavlidis, Sotiris K. Tasoulis, David P. Hofmeyr, 2015, J. Mach. Learn. Res..

Convolutional Neural Networks for Toxic Comment Classification

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2018, SETN.

Statistical data mining of streaming motion data for fall detection in assistive environments

Vassilis P. Plagianakos, Ilias Maglogiannis, Sotiris K. Tasoulis, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Approximate kNN Classification for Biomedical Data pdf

Sotiris K. Tasoulis, Aristidis G. Vrahatis, Panagiotis Anagnostou, 2020, 2020 IEEE International Conference on Big Data (Big Data).

Single-cell regulatory network inference and clustering from high-dimensional sequencing data

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2019, 2019 IEEE International Conference on Big Data (Big Data).

Visualizing High-Dimensional Single-Cell RNA-seq Data via Random Projections and Geodesic Distances

Vassilis P. Plagianakos, Sotiris K. Tasoulis, Aristidis G. Vrahatis, 2019, 2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).

Minimum Density Hyperplane: An Unsupervised and Semi-Supervised Classifier pdf

Nicos G. Pavlidis, Sotiris K. Tasoulis, David P. Hofmeyr, 2015, ArXiv.

Change detection and convolution neural networks for fall recognition

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2020, Neural Computing and Applications.

Evolutionary Principal Direction Divisive Partitioning

Dimitris K. Tasoulis, Vassilis P. Plagianakos, Sotiris K. Tasoulis, 2010, IEEE Congress on Evolutionary Computation.

Convolutional Neural Networks for Twitter Text Toxicity Analysis

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2019, INNSBDDL.

Clustering of High Dimensional Data Streams

Dimitris K. Tasoulis, Vassilis P. Plagianakos, Sotiris K. Tasoulis, 2012, SETN.

Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Ilias Maglogiannis, 2013, EANN.

Kvasir: Scalable Provision of Semantically Relevant Web Content on Big Data Framework

Jussi Kangasharju, Sotiris K. Tasoulis, Liang Wang, 2016, IEEE Transactions on Big Data.

Kvasir: Seamless Integration of Latent Semantic Analysis-Based Content Provision into Web Browsing

Jussi Kangasharju, Sotiris K. Tasoulis, Liang Wang, 2015, WWW.

Feature Selection in Single-Cell RNA-seq Data via a Genetic Algorithm

Michael N. Vrahatis, Sotiris K. Tasoulis, Aristidis G. Vrahatis, 2021, LION.

Convolutional Variational Autoencoders for Image Clustering

Vassilis P. Plagianakos, Sotiris K. Tasoulis, Ioannis A. Nellas, 2021, 2021 International Conference on Data Mining Workshops (ICDMW).

Enhancing the Human Health Status Prediction: The ATHLOS Project

Vassilis P. Plagianakos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, 2021, Appl. Artif. Intell..