Yiannis S. Boutalis

发表

Neuro – Fuzzy Control Schemes Based on High Order Neural Network Function Approximators

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2010 .

Exploiting the use of auto encoder and recurrent neural networks for robust to noise control

Yiannis S. Boutalis, Spyridon Plakias, Y. Boutalis, 2017, 2017 25th Mediterranean Conference on Control and Automation (MED).

Indirect Adaptive Control of nonlinear Systems Based on Bilinear Neuro-Fuzzy Approximation

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2013, Int. J. Neural Syst..

Selection of the proper Compact Composite Descriptor for improving content based image retrieval

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Y. Boutalis, 2009 .

Fuzzy Hybrid Systems modeling with application in decision making and control

Yiannis S. Boutalis, Thomas Moor, Klaus Schmidt, 2012, 2012 6th IEEE International Conference Intelligent Systems.

Golden retriever: a Java based open source image retrieval engine

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Lazaros T. Tsochatzidis, 2013, MM '13.

Two-stage hybrid tuning algorithm for training neural networks in image vision applications

Yiannis S. Boutalis, Basil G. Mertzios, D. A. Karras, 2008 .

Automatic Image Annotation and Retrieval Using the Joint Composite Descriptor

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Nikos Papamarkos, 2010, 2010 14th Panhellenic Conference on Informatics.

Introduction and Outline of Part II

Manolis A. Christodoulou, Yiannis S. Boutalis, Dimitrios Theodoridis, 2014 .

A New Architecture for an Adaptive Switching Controller Based on Hybrid Multiple T-S Models

Yiannis S. Boutalis, Nikolaos A. Sofianos, 2017 .

Bilinear neuro-fuzzy modeling for adaptive approximation and indirect control of nonlinear systems

Manolis A. Christodoulou, Yiannis S. Boutalis, Filippos N. Andreadis, 2013, 21st Mediterranean Conference on Control and Automation.

A new neuro-fuzzy dynamical system definition based on High Order Neural Network Function approximators

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2009, 2009 European Control Conference (ECC).

Lyapunov Theory-Based Fusion Neural Networks for the Identification of Dynamic Nonlinear Systems

Yiannis S. Boutalis, Spyridon Plakias, Y. Boutalis, 2019, Int. J. Neural Syst..

Mobile robot navigation based on fuzzy discrete event systems

Yiannis S. Boutalis, Klaus Schmidt, Georgios Tampakis, 2009, ICONS.

A fast multichannel approach to adaptive image estimation

Stefanos D. Kollias, Yiannis S. Boutalis, George Carayannis, 1989, IEEE Trans. Acoust. Speech Signal Process..

Compact Composite Descriptors for Content Based Image Retrieval: Basics, Concepts, Tools

Yiannis S. Boutalis, Savvas A. Chatzichristofis, S. A. Chatzichristofis, 2011 .

Motor Fault Detection and Diagnosis Using Fuzzy Cognitive Networks with Functional Weights

Yiannis S. Boutalis, Yannis L. Karnavas, Georgios Karatzinis, 2018, 2018 26th Mediterranean Conference on Control and Automation (MED).

A novel maximum power point tracking method for PV systems using fuzzy cognitive networks (FCN)

Yiannis S. Boutalis, A. D. Karlis, T. L. Kottas, 2007 .

Accelerating Image Retrieval Using Binary Haar Wavelet Transform on the Color and Edge Directivity Descriptor

Yiannis S. Boutalis, Avi Arampatzis, Savvas A. Chatzichristofis, 2010, 2010 Fifth International Multi-conference on Computing in the Global Information Technology.

Direct adaptive regulation and robustness analysis for systems in Brunovsky form using a new Neuro-Fuzzy method

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2009, 2009 European Control Conference (ECC).

Dynamical Recurrent Neuro-Fuzzy Identification Schemes Employing Switching parameter Hopping

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2012, Int. J. Neural Syst..

System Identification and Adaptive Control: Theory and Applications of the Neurofuzzy and Fuzzy Cognitive Network Models

Yiannis S. Boutalis, Dimitrios Theodoridis, Theodore Kottas, 2014 .

Indirect Adaptive Control of Unknown Multi Variable nonlinear Systems with Parametric and Dynamic Uncertainties Using a New Neuro-Fuzzy System Description

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2010, Int. J. Neural Syst..

Direct Adaptive Neurofuzzy Control of SISO Systems

Manolis A. Christodoulou, Yiannis S. Boutalis, Dimitrios Theodoridis, 2014 .

A New Adaptive Neuro-Fuzzy Controller for Trajectory Tracking of Robot Manipulators

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2011, Int. J. Robotics Autom..

SpCD - Spatial Color Distribution Descriptor - A Fuzzy Rule based Compact Composite Descriptor Appropriate for Hand Drawn Color Sketches Retrieval

Mathias Lux, Yiannis S. Boutalis, Savvas A. Chatzichristofis, 2016, ICAART.

A New Neuro-FDS Definition for Indirect Adaptive Control of Unknown Nonlinear Systems Using a Method of Parameter Hopping

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2009, IEEE Transactions on Neural Networks.

Fuzzy cognitive network: A general framework

Manolis A. Christodoulou, Yiannis S. Boutalis, Theodore L. Kottas, 2007, Intell. Decis. Technol..

Modified Factorial-Free Direct Methods for Zernike and Pseudo-Zernike Moment Computation

Yiannis S. Boutalis, Dimitris A. Karras, Basil G. Mertzios, 2009, IEEE Transactions on Instrumentation and Measurement.

Fuzzy Cognitive Networks for Maximum Power Point Tracking in Photovoltaic Arrays

Yiannis S. Boutalis, Athanasios Karlis, T. L. Kottas, 2010 .

Introduction and Scope of Part I

Manolis A. Christodoulou, Yiannis S. Boutalis, Dimitrios Theodoridis, 2014 .

High Order Neuro-Fuzzy Dynamic Regulation of General Nonlinear Multi-Variable Systems

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2013 .

System Identification and Adaptive Control

Manolis A. Christodoulou, Yiannis S. Boutalis, Dimitrios Theodoridis, 2014 .

On the existence and uniqueness of solutions for the concept values in Fuzzy Cognitive Maps

Manolis A. Christodoulou, Yiannis S. Boutalis, Theodore L. Kottas, 2008, 2008 47th IEEE Conference on Decision and Control.

FCTH: Fuzzy Color and Texture Histogram - A Low Level Feature for Accurate Image Retrieval

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Y. Boutalis, 2008, 2008 Ninth International Workshop on Image Analysis for Multimedia Interactive Services.

The FCN Framework: Development and Applications

Manolis A. Christodoulou, Yiannis S. Boutalis, Theodoros L. Kottas, 2010 .

A fast fuzzy K-nearest neighbour algorithm for pattern classification

Yiannis S. Boutalis, Ioannis Andreadis, George D. Tambakis, 2000, Intell. Data Anal..

Investigating the Behavior of Compact Composite Descriptors in Early Fusion, Late Fusion and Distributed Image Retrieval

Yiannis S. Boutalis, Avi Arampatzis, Savvas A. Chatzichristofis, 2010 .

Adaptive switching control of fuzzy dynamical systems based on hybrid T-S multiple models

Yiannis S. Boutalis, Basil G. Mertzios, Nikolaos A. Sofianos, 2012, 2012 6th IEEE International Conference Intelligent Systems.

Bilinear Adaptive Parameter Estimation in Fuzzy Cognitive Networks

Manolis A. Christodoulou, Yiannis S. Boutalis, Theodore L. Kottas, 2009, ICANN.

A Fuzzy Rank-Based Late Fusion Method for Image Retrieval

Yiannis S. Boutalis, Avi Arampatzis, Savvas A. Chatzichristofis, 2012, MMM.

Bi-linear adaptive estimation of Fuzzy Cognitive Networks

Manolis A. Christodoulou, Yiannis S. Boutalis, Thodoris Kottas, 2012, Appl. Soft Comput..

Robust adaptive multiple models based fuzzy control of nonlinear systems

Yiannis S. Boutalis, Nikolaos A. Sofianos, Y. Boutalis, 2016, Neurocomputing.

A Novel Control Algorithm for DC Motors Supplied by PVs Using Fuzzy Cognitive Networks

Yiannis S. Boutalis, Athanasios D. Karlis, Thodoris L. Kottas, 2018, IEEE Access.

Performance Study of the Most Commonly Used Image Retrieval Evaluation Methods

Yiannis S. Boutalis, Savvas A. Chatzichristofis, 2010 .

Numerical error analysis in Zernike moments computation

Yiannis S. Boutalis, Constantin Papaodysseus, George A. Papakostas, 2006, Image Vis. Comput..

An LMI Optimization Approach for Guaranteed Cost Control of Systems With State and Input Delays

Yiannis S. Boutalis, Olga I. Kosmidou, Ch. Hatzis, 2004, ICINCO.

A New Direct Adaptive regulator with Robustness Analysis of Systems in Brunovsky Form

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2010, Int. J. Neural Syst..

Hybrid Jordan Elman nets in portfolio selection

Yiannis S. Boutalis, Avi Arampatzis, N. Loukeris, 2015, 2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA).

A new method for weight updating in fuzzy cognitive maps using system feedback

Manolis A. Christodoulou, Yiannis S. Boutalis, Theodore L. Kottas, 2005, ICINCO.

Real-time indexing for large image databases: color and edge directivity descriptor on GPU

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Chryssanthi Iakovidou, 2014, The Journal of Supercomputing.

Improving the performance of multiple models fuzzy control by using semi-fixed and adaptive models

Yiannis S. Boutalis, Nikolaos A. Sofianos, 2013, 21st Mediterranean Conference on Control and Automation.

A linear matrix inequality approach for guaranteed cost control of systems with state and input delays

Yiannis S. Boutalis, Olga I. Kosmidou, Y. Boutalis, 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

A new method for constructing kernel vectors in morphological associative memories of binary patterns

Yiannis S. Boutalis, Y. Boutalis, 2011, Comput. Sci. Inf. Syst..

A fuzzy system model for financial assessment of listed companies

Yiannis S. Boutalis, N. Loukeris, L. Maltoudoglou, 2015, 2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA).

Fuzzy Cognitive Maps for Pattern Recognition Applications

Yiannis S. Boutalis, Basil G. Mertzios, Dimitris E. Koulouriotis, 2008, Int. J. Pattern Recognit. Artif. Intell..

Advances in Multiple Models Based Adaptive Switching Control: From Conventional to Intelligent Approaches

Yiannis S. Boutalis, Nikolaos A. Sofianos, 2014, Innovations in Intelligent Machines.

Indirect adaptive control of unknown nonlinear systems with parametric and dynamic uncertainties: A new neuro-fuzzy method, employing a novel approach of parameter hopping

Manolis A. Christodoulou, Yiannis S. Boutalis, Dimitrios Theodoridis, 2009, ICONS.

System Identification and Indirect Inverse Control Using Fuzzy Cognitive Networks with Functional Weights

Yiannis S. Boutalis, Georgios Karatzinis, Theodoros L. Kottas, 2018, 2018 European Control Conference (ECC).

An Observer Approach for Deterministic Learning Using Patchy Neural Networks with Applications to Fuzzy Cognitive Networks

Manolis A. Christodoulou, Yiannis S. Boutalis, Haris E. Psillakis, 2011, Int. J. Artif. Life Res..

A new Neuro-Fuzzy intelligent method for indirect adaptive control of nonlinear systems via a novel approach of parameter hopping

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2008 .

Exploiting the generative adversarial framework for one-class multi-dimensional fault detection

Yiannis S. Boutalis, Spyridon Plakias, Y. Boutalis, 2019, Neurocomputing.

Fuzzy Discrete Event Systems for Multiobjective Control: Framework and Application to Mobile Robot Navigation

Yiannis S. Boutalis, Klaus Werner Schmidt, Y. Boutalis, 2012, IEEE Transactions on Fuzzy Systems.

Content based MRSI image indexing and retrieval involving a fuzzy descriptor

Yiannis S. Boutalis, Savvas A. Chatzichristofis, D.A. Karras, 2010, 2010 IEEE International Conference on Imaging Systems and Techniques.

Parallel implementation of the Image Block Representation using OpenMP

Yiannis S. Boutalis, M. P. Bekakos, Iraklis M. Spiliotis, 2020, J. Parallel Distributed Comput..

Mean Normalized Retrieval Order (MNRO): a new content-based image retrieval performance measure

Yiannis S. Boutalis, Elli Angelopoulou, Savvas A. Chatzichristofis, 2014, Multimedia Tools and Applications.

A New Multichannel Recursive Least Squares Algorithm for Very Robust and Efficient Adaptive Filtering

Yiannis S. Boutalis, Constantin Papaodysseus, Elias Koukoutsis, 2000, J. Algorithms.

Generative Adversarial Networks for Unsupervised Fault Detection

Yiannis S. Boutalis, Spyridon Plakias, Y. Boutalis, 2018, 2018 European Control Conference (ECC).

A new Neuro-Fuzzy method for direct adaptive control of unknown nonlinear systems with robustness analysis

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2009, 2009 European Control Conference (ECC).

Indirect Adaptive Control Based on the Recurrent Neurofuzzy Model

Manolis A. Christodoulou, Yiannis S. Boutalis, Dimitrios Theodoridis, 2014 .

A feedback linearization technique by using neural networks: Application to bioprocess control

Yiannis S. Boutalis, Olga I. Kosmidou, Y. Boutalis, 2003, J. Comput. Methods Sci. Eng..

Nonlinear Systems in Brunovsky Canonical Form: A Novel Neuro-Fuzzy Algorithm for Direct Adaptive Regulation with Robustness Analysis

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2010 .

Content based medical image indexing and retrieval using a fuzzy compact Composite Descriptor

Yiannis S. Boutalis, Savvas A. Chatzichristofis, 2009 .

Identification of Dynamical Systems Using Recurrent Neurofuzzy Modeling

Manolis A. Christodoulou, Yiannis S. Boutalis, Dimitrios Theodoridis, 2014 .

Localizing global descriptors for content-based image retrieval

Mathias Lux, Yiannis S. Boutalis, Savvas A. Chatzichristofis, 2015, EURASIP Journal on Advances in Signal Processing.

Content Based Image Retrieval Using Visual-Words Distribution Entropy

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Chryssanthi Iakovidou, 2011, MIRAGE.

Image Encryption Using the Recursive Attributes of the eXclusive-OR Filter on Cellular Automata

Mathias Lux, Yiannis S. Boutalis, Savvas A. Chatzichristofis, 2012, ACRI.

Adaptive One-Step Model Predictive Control Using Lyapunov Theory-Based Deep Neural Networks

Yiannis S. Boutalis, Spyridon Plakias, Y. Boutalis, 2018, 2018 26th Mediterranean Conference on Control and Automation (MED).

Implementation of morphological filters using coordinate logic operations

Yiannis S. Boutalis, Basil G. Mertzios, Ioannis Andreadis, 2002, Pattern Recognit..

Pattern classification by using improved wavelet Compressed Zernike Moments

Yiannis S. Boutalis, Dimitris A. Karras, Basil G. Mertzios, 2009, Appl. Math. Comput..

CEDD: Color and Edge Directivity Descriptor: A Compact Descriptor for Image Indexing and Retrieval

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Y. Boutalis, 2008, ICVS.

An exploration measure of the diversity variation in genetic algorithms

Yiannis S. Boutalis, George A. Papakostas, 2005, ICINCO.

Direct Adaptive Control of Unknown Nonlinear Systems Using a New Neuro-Fuzzy Method Together with a Novel Approach of Parameter Hopping

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2009, Kybernetika.

Searching images with MPEG-7 (& MPEG-7-like) Powered Localized dEscriptors: The SIMPLE answer to effective Content Based Image Retrieval

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Chryssanthi Iakovidou, 2014, 2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI).

Content based radiology image retrieval using a fuzzy rule based scalable composite descriptor

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Y. Boutalis, 2009, Multimedia Tools and Applications.

A LoCATe‐based visual place recognition system for mobile robotics and GPGPUs

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Antonios Gasteratos, 2018, Concurr. Comput. Pract. Exp..

Numerical stability of fast computation algorithms of Zernike moments

Yiannis S. Boutalis, Constantin Papaodysseus, George A. Papakostas, 2008, Appl. Math. Comput..

Adaptive Estimation of Fuzzy Cognitive Maps With Proven Stability and Parameter Convergence

Manolis A. Christodoulou, Yiannis S. Boutalis, Theodore L. Kottas, 2009, IEEE Transactions on Fuzzy Systems.

Computational intelligence in optimal portfolio selection — The PI model

Yiannis S. Boutalis, Avi Arampatzis, N. Loukeris, 2015, 2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA).

Accurate Image Retrieval Based on Compact Composite Descriptors and Relevance Feedback Information

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Nikos Papamarkos, 2010, Int. J. Pattern Recognit. Artif. Intell..

Framework of Operation and Selected Applications

Manolis A. Christodoulou, Yiannis S. Boutalis, Dimitrios Theodoridis, 2014 .

Direct adaptive regulation of unknownnonlinear systems with analysis of themodel order problem

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2011, Journal of Zhejiang University SCIENCE C.

An enhanced simulation model for DC motor belt drive conveyor system control

Yiannis S. Boutalis, Yannis L. Karnavas, Andromachi G. Katsioula, 2018, 2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST).

Co.Vi.Wo.: Color Visual Words Based on Non-Predefined Size Codebooks

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Chryssanthi Iakovidou, 2013, IEEE Transactions on Cybernetics.

Fuzzy Cognitive Networks: Adaptive Network Estimation and Control Paradigms

Yiannis S. Boutalis, T. L. Kottas, Manoli A. Christodoulou, 2010 .

Stable indirect adaptive switching control for fuzzy dynamical systems based on T–S multiple models

Yiannis S. Boutalis, Nikolaos A. Sofianos, Y. Boutalis, 2013, Int. J. Syst. Sci..

Parameterized real-time moment computation on gray images using block techniques

Yiannis S. Boutalis, Iraklis M. Spiliotis, 2009, Journal of Real-Time Image Processing.

Img(Rummager): An Interactive Content Based Image Retrieval System

Mathias Lux, Yiannis S. Boutalis, Savvas A. Chatzichristofis, 2009, 2009 Second International Workshop on Similarity Search and Applications.

Color and Edge Directivity Descriptor on GPGPU

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Chryssanthi Iakovidou, 2015, 2015 23rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing.

Image Encryption Using the Recursive Attributes of the exclusive-OR Filter

Mathias Lux, Yiannis S. Boutalis, Savvas A. Chatzichristofis, 2014, J. Cell. Autom..

img(Anaktisi): A Web Content Based Image Retrieval System

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Nikos Papamarkos, 2009, 2009 Second International Workshop on Similarity Search and Applications.

On the Reconstruction Performance of Compressed Orthogonal Moments

Yiannis S. Boutalis, Dimitris A. Karras, Basil G. Mertzios, 2004, ICINCO.

Adaptive classification of textured images using linear prediction and neural networks

Stefanos D. Kollias, Yiannis S. Boutalis, Levon Sukissian, 1994, Signal Process..

Grape Leaf Diseases Identification System Using Convolutional Neural Networks and LoRa Technology

Diofantos G. Hadjimitsis, Yiannis S. Boutalis, Savvas A. Chatzichristofis, 2022, IEEE Access.

Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms

Yiannis S. Boutalis, Elias B. Kosmatopoulos, Athanasios Ch. Kapoutsis, 2021, AIAI.

Building synergetic consensus for dynamic gas-plume tracking applications using UAV platforms

Yiannis S. Boutalis, Iakovos Michailidis, Elias B. Kosmatopoulos, 2021, Comput. Electr. Eng..

Real-time Computation of Krawtchouk Moments on Gray Images Using Block Representation

Yiannis S. Boutalis, Iraklis M. Spiliotis, Nikolaos D. Karampasis, 2021, SN Comput. Sci..

Fuzzy cognitive networks with functional weights for time series and pattern recognition applications

Yiannis S. Boutalis, Georgios Karatzinis, Georgios D. Karatzinis, 2021, Appl. Soft Comput..

Deep convolutional features for image retrieval

Yiannis S. Boutalis, Savvas A. Chatzichristofis, Spyridon Plakias, 2021, Expert Syst. Appl..

Robustifying analysis of the direct adaptive control of unknown multivariable nonlinear systems based on a new neuro-fuzzy method

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2011 .

A new neuro-fuzzy dynamical system definition based on High Order Neural Network Function approximators

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2009, ECC.

Direct adaptive neuro‐fuzzy trajectory tracking of uncertain nonlinear systems

Dimitris C. Theodoridis, Manolis A. Christodoulou, Yiannis S. Boutalis, 2012 .

Fast and real-time moment computation methods of gray images using image block representation

Yiannis S. Boutalis, Iraklis M. Spiliotis, 2008 .

A hybrid scheme for fast and accurate image retrieval based on color descriptors

Yiannis S. Boutalis, Savvas A. Chatzichristofis, 2007 .

Feedback linearization adaptive fuzzy control for nonlinear systems: A multiple models approach

Manolis A. Christodoulou, Yiannis S. Boutalis, Nikolaos A. Sofianos, 2011, 2011 19th Mediterranean Conference on Control & Automation (MED).

A new computational approach for high capacity multiple rule FAMs

Yiannis S. Boutalis, Theodore Kottas, Stelios Chois, 2007 .

A SUPPORT VECTOR MACHINE FUNCTION APPROXIMATION APPROACH FOR SOLVING THE INVERSE MODELING PROBLEM IN INTELLIGENT ROBOTICS APPLICATIONS

Yiannis S. Boutalis, D. A. Karras, B. G. Mertzios, 2002 .