Vassilis P. Plagianakos
Orcid: 0000-0002-4266-701X
According to our database1,
Vassilis P. Plagianakos
authored at least 115 papers
between 1999 and 2024.
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Bibliography
2024
Investigating the overlap of machine learning algorithms in the final results of RNA-seq analysis on gene expression estimation.
Health Inf. Sci. Syst., December, 2024
An Interdisciplinary Educational Proposal in Junior High School: The Fractal Geometry in Science, Computer Science and Art Lessons.
Int. J. Emerg. Technol. Learn., February, 2024
Implementing the Flipped Classroom Model in Science Lessons for Junior High School Students.
Int. J. Emerg. Technol. Learn., February, 2024
2023
Pattern Recognit., December, 2023
Neural Comput. Appl., October, 2023
Proceedings of the 8th South-East Europe Design Automation, 2023
Investigating Feasibility of Stress Detection from Social Media Content Through Wearables.
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
2022
A divisive hierarchical clustering methodology for enhancing the ensemble prediction power in large scale population studies: the ATHLOS project.
Health Inf. Sci. Syst., 2022
Supervised Dimensionality Reduction and Classification with Convolutional Autoencoders.
CoRR, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the Engineering Applications of Neural Networks, 2022
Feature Selection For High Dimensional Data Using Supervised Machine Learning Techniques.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
Appl. Artif. Intell., 2021
Proceedings of the 2021 International Conference on Data Mining, 2021
Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2021
2020
Proceedings of the Advanced Computational Intelligence in Healthcare - 7, 2020
Neural Comput. Appl., 2020
Inf., 2020
How to Extract and Explore Big Data for Fraud Detection in the Healthcare Sector: The EOPYY Case Study.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Proceedings of the Integrated Citizen Centered Digital Health and Social Care - Citizens as Data Producers and Service co-Creators, 2020
On Image Prefiltering for Skin Lesion Characterization Utilizing Deep Transfer Learning.
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
2019
Improving the performance of convolutional neural network for skin image classification using the response of image analysis filters.
Neural Comput. Appl., 2019
Proceedings of the Recent Advances in Big Data and Deep Learning, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Engineering Applications of Neural Networks, 2019
Visualizing High-Dimensional Single-Cell RNA-seq Data via Random Projections and Geodesic Distances.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019
Single-cell regulatory network inference and clustering from high-dimensional sequencing data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Enhancing Clustering of Single-Cell RNA-Seq Data by Proximity Learning on Random Projected Spaces.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Detecting and Locating Gastrointestinal Anomalies Using Deep Learning and Iterative Cluster Unification.
IEEE Trans. Medical Imaging, 2018
Real time vision-based measurements for quality control of industrial rods on a moving conveyor.
Multim. Tools Appl., 2018
Neurocomputing, 2018
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018
Assessing Image Analysis Filters as Augmented Input to Convolutional Neural Networks for Image Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Visualizing High-dimensional single-cell RNA-sequencing data through multiple Random Projections.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
CrowdHEALTH: Holistic Health Records and Big Data Analytics for Health Policy Making and Personalized Health.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
Detection of Malignant Melanomas in Dermoscopic Images Using Convolutional Neural Network with Transfer Learning.
Proceedings of the Engineering Applications of Neural Networks, 2017
2016
Geodesically-corrected Zernike descriptors for pose recognition in omni-directional images.
Integr. Comput. Aided Eng., 2016
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Convolutional Neural Networks for Pose Recognition in Binary Omni-directional Images.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016
2015
A software tool for the automatic detection and quantification of fibrotic tissues in microscopy images.
Inf. Sci., 2015
Int. J. Artif. Intell. Tools, 2015
Proceedings of the Artificial Intelligence Applications and Innovations, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
Comput. Vis. Image Underst., 2014
Fractal analysis and fuzzy c-means clustering for quantification of fibrotic microscopy images.
Artif. Intell. Rev., 2014
Pose Recognition in Indoor Environments using a Fisheye Camera and a Parametric Human Model.
Proceedings of the VISAPP 2014, 2014
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Calculation of Complex Zernike Moments with Geodesic Correction for Pose Recognition in Omni-directional Images.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Statistical data mining of streaming motion data for activity and fall recognition in assistive environments.
Neurocomputing, 2013
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images.
Proceedings of the Engineering Applications of Neural Networks, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Human segmentation and pose recognition in fish-eye video for assistive environments.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution: A hybrid approach.
Inf. Sci., 2012
Proceedings of the Artificial Intelligence: Theories and Applications, 2012
Tracking Differential Evolution Algorithms: An Adaptive Approach through Multinomial Distribution Tracking with Exponential Forgetting.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012
Unsupervised Detection of Fibrosis in Microscopy Images Using Fractals and Fuzzy c-Means Clustering.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Tracking Particle Swarm Optimizers: An adaptive approach through multinomial distribution tracking with exponential forgetting.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Multimodal optimization using niching differential evolution with index-based neighborhoods.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
IEEE Trans. Evol. Comput., 2011
Finding multiple global optima exploiting differential evolution's niching capability.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011
Proceedings of the PETRA 2011, 2011
Proceedings of the Artificial Intelligence Applications and Innovations, 2011
Statistical data mining of streaming motion data for fall detection in assistive environments.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Hardware-friendly Higher-Order Neural Network Training using Distributed Evolutionary Algorithms.
Appl. Soft Comput., 2010
Proceedings of the Artificial Intelligence: Theories, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Proceedings of the Computational Intelligence in Bioinformatics, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Balancing the exploration and exploitation capabilities of the Differential Evolution Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Oper. Res., 2006
Neural Comput. Appl., 2006
Int. J. Bifurc. Chaos, 2006
Distributed computing methodology for training neural networks in an image-guided diagnostic application.
Comput. Methods Programs Biomed., 2006
Cell-nuclear data reduction and prognostic model selection in bladder tumor recurrence.
Artif. Intell. Medicine, 2006
Differential Evolution Algorithms for Finding Predictive Gene Subsets in Microarray Data.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Clustering in evolutionary algorithms to efficiently compute simultaneously local and global minima.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Neural network-based colonoscopic diagnosis using on-line learning and differential evolution.
Appl. Soft Comput., 2004
Proceedings of the Artificial Intelligence and Soft Computing, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2002
Deterministic nonmonotone strategies for effective training of multilayer perceptrons.
IEEE Trans. Neural Networks, 2002
IEEE Trans. Neural Networks, 2002
Nat. Comput., 2002
2000
Neural Process. Lett., 2000
Training Neural Networks with Threshold Activation Functions and Constrained Integer Weights.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Development and Convergence Analysis of Training Algorithms with Local Learning Rate Adaptation.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999