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Yiannis S. Boutalis
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- affiliation: Democritus University of Thrace, Greece
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2020 – today
- 2023
- [j55]Socratis Gkelios, Anestis Kastellos, Yiannis S. Boutalis
, Savvas A. Chatzichristofis
Universal Image Embedding: Retaining and Expanding Knowledge With Multi-Domain Fine-Tuning. IEEE Access 11: 38208-38217 (2023) - [j54]Georgios D. Karatzinis, Nikolaos A. Apostolikas, Yiannis S. Boutalis, George A. Papakostas:
Fuzzy Cognitive Networks in Diverse Applications Using Hybrid Representative Structures. Int. J. Fuzzy Syst. 25(7): 2534-2554 (2023) - [c49]Aliki Stefanopoulou, Socratis Gkelios, Athanasios Ch. Kapoutsis
Spline-Based Dynamic Object Handling in Autonomous Vehicles: A Model-Based Path Planning Algorithm. MED 2023: 348-355 - 2022
- [j53]Zinon Zinonos
Grape Leaf Diseases Identification System Using Convolutional Neural Networks and LoRa Technology. IEEE Access 10: 122-133 (2022) - [j52]Spyridon Plakias, Yiannis S. Boutalis:
A novel information processing method based on an ensemble of Auto-Encoders for unsupervised fault detection. Comput. Ind. 142: 103743 (2022) - [j51]Georgios D. Karatzinis, Panagiotis Michailidis
Coordinating heterogeneous mobile sensing platforms for effectively monitoring a dispersed gas plume. Integr. Comput. Aided Eng. 29(4): 411-429 (2022) - 2021
- [j50]Georgios Karatzinis
Fuzzy cognitive networks with functional weights for time series and pattern recognition applications. Appl. Soft Comput. 106: 107415 (2021) - [j49]Athanasios Ch. Kapoutsis
Building synergetic consensus for dynamic gas-plume tracking applications using UAV platforms. Comput. Electr. Eng. 91: 107029 (2021) - [j48]Socratis Gkelios, Aphrodite Sophokleous, Spyridon Plakias, Yiannis S. Boutalis, Savvas A. Chatzichristofis:
Deep convolutional features for image retrieval. Expert Syst. Appl. 177: 114940 (2021) - [j47]Nikolaos D. Karampasis, Iraklis M. Spiliotis
Real-time Computation of Krawtchouk Moments on Gray Images Using Block Representation. SN Comput. Sci. 2(2): 124 (2021) - [c48]Socratis Gkelios, Yiannis S. Boutalis, Savvas A. Chatzichristofis:
Investigating the Vision Transformer Model for Image Retrieval Tasks. DCOSS 2021: 367-373 - [c47]Iakovos T. Michailidis
Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms. AIAI 2021: 607-618 - [i1]Socratis Gkelios, Yiannis S. Boutalis, Savvas A. Chatzichristofis:
Investigating the Vision Transformer Model for Image Retrieval Tasks. CoRR abs/2101.03771 (2021) - 2020
- [j46]Spyridon Plakias, Yiannis S. Boutalis:
Fault detection and identification of rolling element bearings with Attentive Dense CNN. Neurocomputing 405: 208-217 (2020) - [j45]Iraklis M. Spiliotis, Nikolaos D. Karampasis, Yiannis S. Boutalis:
Fast computation of Hahn moments on gray images using block representation. J. Electronic Imaging 29(1): 013020 (2020) - [j44]Iraklis M. Spiliotis
Parallel implementation of the Image Block Representation using OpenMP. J. Parallel Distributed Comput. 137: 134-147 (2020)
2010 – 2019
- 2019
- [j43]Spyridon Plakias, Yiannis S. Boutalis:
Lyapunov Theory-Based Fusion Neural Networks for the Identification of Dynamic Nonlinear Systems. Int. J. Neural Syst. 29(9): 1950015:1-1950015:17 (2019) - [j42]Spyridon Plakias
Exploiting the generative adversarial framework for one-class multi-dimensional fault detection. Neurocomputing 332: 396-405 (2019) - [j41]Chryssanthi Iakovidou
Composite Description Based on Salient Contours and Color Information for CBIR Tasks. IEEE Trans. Image Process. 28(6): 3115-3129 (2019) - [c46]Yannis L. Karnavas
Application of Salp Swarm Algorithm for DC Motor Parameter Estimation in an Industry 4.0 Control Systems IoT Framework. DeSE 2019: 778-783 - 2018
- [j40]Thodoris Kottas
A Novel Control Algorithm for DC Motors Supplied by PVs Using Fuzzy Cognitive Networks. IEEE Access 6: 24866-24876 (2018) - [j39]Loukas Bampis
A LoCATe-based visual place recognition system for mobile robotics and GPGPUs. Concurr. Comput. Pract. Exp. 30(7) (2018) - [c45]Spyridon Plakias, Yiannis S. Boutalis:
Generative Adversarial Networks for Unsupervised Fault Detection. ECC 2018: 691-696 - [c44]Georgios Karatzinis
System Identification and Indirect Inverse Control Using Fuzzy Cognitive Networks with Functional Weights. ECC 2018: 2069-2074 - [c43]Georgios Karatzinis
Switching Control of DC Motor Using Multiple Fuzzy Cognitive Network Models. ICSC 2018: 384-390 - [c42]Spyridon Plakias, Yiannis S. Boutalis:
Adaptive One-Step Model Predictive Control Using Lyapunov Theory-Based Deep Neural Networks. MED 2018: 326-331 - [c41]Georgios Karatzinis
Motor Fault Detection and Diagnosis Using Fuzzy Cognitive Networks with Functional Weights. MED 2018: 709-714 - [c40]Andromachi G. Katsioula, Yannis L. Karnavas
An enhanced simulation model for DC motor belt drive conveyor system control. MOCAST 2018: 1-4 - 2017
- [c39]Spyridon Plakias, Yiannis S. Boutalis:
Exploiting the use of auto encoder and recurrent neural networks for robust to noise control. MED 2017: 553-558 - 2016
- [j38]Nikolaos A. Sofianos, Yiannis S. Boutalis:
Robust adaptive multiple models based fuzzy control of nonlinear systems. Neurocomputing 173: 1733-1742 (2016) - [c38]Christos D. Korkas
A supervisory approach to microgrid demand response and climate control. MED 2016: 1140-1145 - 2015
- [j37]Chryssanthi Iakovidou, Nektarios Anagnostopoulos, Athanasios Ch. Kapoutsis
Localizing global descriptors for content-based image retrieval. EURASIP J. Adv. Signal Process. 2015: 80 (2015) - [j36]Loukas Bampis
Real-time indexing for large image databases: color and edge directivity descriptor on GPU. J. Supercomput. 71(3): 909-937 (2015) - [c37]Nikos Loukeris, Yiannis S. Boutalis, Avi Arampatzis
Computational intelligence in optimal portfolio selection - The PI model. IISA 2015: 1-6 - [c36]Nikos Loukeris, Yiannis S. Boutalis, S. Livanis, Avi Arampatzis
Hybrid Jordan Elman nets in portfolio selection. IISA 2015: 1-6 - [c35]Lysimachos Maltoudoglou, Yiannis S. Boutalis, Nikos Loukeris:
A fuzzy system model for financial assessment of listed companies. IISA 2015: 1-6 - [c34]Chryssanthi Iakovidou, Loukas Bampis
Color and Edge Directivity Descriptor on GPGPU. PDP 2015: 301-308 - 2014
- [j35]Nikolaos A. Sofianos
Multiple Models Fuzzy Control: A Redistributed Fixed Models Based Approach. Intell. Autom. Soft Comput. 20(2): 229-243 (2014) - [j34]Savvas A. Chatzichristofis, Loukas Bampis, Oge Marques, Mathias Lux, Yiannis S. Boutalis:
Image Encryption Using the Recursive Attributes of the exclusive-OR Filter. J. Cell. Autom. 9(2-3): 125-137 (2014) - [j33]Savvas A. Chatzichristofis
Mean Normalized Retrieval Order (MNRO): a new content-based image retrieval performance measure. Multim. Tools Appl. 70(3): 1767-1798 (2014) - [c33]Chryssanthi Iakovidou, Nektarios Anagnostopoulos, Athanasios Ch. Kapoutsis
Searching images with MPEG-7 (& MPEG-7-like) Powered Localized dEscriptors: The SIMPLE answer to effective Content Based Image Retrieval. CBMI 2014: 1-6 - [p1]Nikolaos A. Sofianos, Yiannis S. Boutalis:
Advances in Multiple Models Based Adaptive Switching Control: From Conventional to Intelligent Approaches. Innovations in Intelligent Machines (5) 2014: 73-108 - 2013
- [j32]Yiannis S. Boutalis, Manolis A. Christodoulou, Dimitris C. Theodoridis:
Indirect Adaptive Control of nonlinear Systems Based on Bilinear Neuro-Fuzzy Approximation. Int. J. Neural Syst. 23(5) (2013) - [j31]Nikolaos A. Sofianos
Stable indirect adaptive switching control for fuzzy dynamical systems based on T-S multiple models. Int. J. Syst. Sci. 44(8): 1546-1565 (2013) - [j30]Savvas A. Chatzichristofis
Co.Vi.Wo.: Color Visual Words Based on Non-Predefined Size Codebooks. IEEE Trans. Cybern. 43(1): 192-205 (2013) - [c32]Nikolaos A. Sofianos
Improving the performance of multiple models fuzzy control by using semi-fixed and adaptive models. MED 2013: 278-283 - [c31]Yiannis S. Boutalis, Manolis A. Christodoulou, Filippos N. Andreadis:
Bilinear neuro-fuzzy modeling for adaptive approximation and indirect control of nonlinear systems. MED 2013: 284-289 - [c30]Lazaros T. Tsochatzidis
Golden retriever: a Java based open source image retrieval engine. ACM Multimedia 2013: 847-850 - 2012
- [j29]Thodoris Kottas, Yiannis S. Boutalis, Manolis A. Christodoulou:
Bi-linear adaptive estimation of Fuzzy Cognitive Networks. Appl. Soft Comput. 12(12): 3736-3756 (2012) - [j28]Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou:
Dynamical Recurrent Neuro-Fuzzy Identification Schemes Employing Switching parameter Hopping. Int. J. Neural Syst. 22(2) (2012) - [j27]Klaus Werner Schmidt, Yiannis S. Boutalis:
Fuzzy Discrete Event Systems for Multiobjective Control: Framework and Application to Mobile Robot Navigation. IEEE Trans. Fuzzy Syst. 20(5): 910-922 (2012) - [c29]Savvas A. Chatzichristofis, Oge Marques, Mathias Lux, Yiannis S. Boutalis:
Image Encryption Using the Recursive Attributes of the eXclusive-OR Filter on Cellular Automata. ACRI 2012: 340-350 - [c28]Yiannis S. Boutalis, Thomas Moor, Klaus Schmidt:
Fuzzy Hybrid Systems modeling with application in decision making and control. IEEE Conf. of Intelligent Systems 2012: 290-296 - [c27]Nikolaos A. Sofianos
Adaptive switching control of fuzzy dynamical systems based on hybrid T-S multiple models. IEEE Conf. of Intelligent Systems 2012: 397-402 - [c26]Savvas A. Chatzichristofis
A Fuzzy Rank-Based Late Fusion Method for Image Retrieval. MMM 2012: 463-472 - 2011
- [j26]Yiannis S. Boutalis:
A new method for constructing kernel vectors in morphological associative memories of binary patterns. Comput. Sci. Inf. Syst. 8(1): 141-166 (2011) - [j25]Haris E. Psillakis, Manolis A. Christodoulou, Thomas Giotis, Yiannis S. Boutalis:
An Observer Approach for Deterministic Learning Using Patchy Neural Networks with Applications to Fuzzy Cognitive Networks. Int. J. Artif. Life Res. 2(1): 1-16 (2011) - [j24]Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou:
A New Adaptive Neuro-Fuzzy Controller for Trajectory Tracking of Robot Manipulators. Int. J. Robotics Autom. 26(1) (2011) - [j23]Iraklis M. Spiliotis, Yiannis S. Boutalis:
Parameterized real-time moment computation on gray images using block techniques. J. Real Time Image Process. 6(2): 81-91 (2011) - [j22]Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou:
Direct adaptive regulation of unknownnonlinear systems with analysis of themodel order problem. J. Zhejiang Univ. Sci. C 12(1): 1-16 (2011) - [c25]Savvas A. Chatzichristofis
Content Based Image Retrieval Using Visual-Words Distribution Entropy. MIRAGE 2011: 204-215 - 2010
- [j21]Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou:
Indirect Adaptive Control of Unknown Multi Variable nonlinear Systems with Parametric and Dynamic Uncertainties Using a New Neuro-Fuzzy System Description. Int. J. Neural Syst. 20(2): 129-148 (2010) - [j20]Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou:
A New Direct Adaptive regulator with Robustness Analysis of Systems in Brunovsky Form. Int. J. Neural Syst. 20(4): 319-339 (2010) - [j19]Savvas A. Chatzichristofis
Accurate Image Retrieval Based on Compact Composite Descriptors and Relevance Feedback Information. Int. J. Pattern Recognit. Artif. Intell. 24(2): 207-244 (2010) - [j18]Savvas A. Chatzichristofis
Content based radiology image retrieval using a fuzzy rule based scalable composite descriptor. Multim. Tools Appl. 46(2-3): 493-519 (2010) - [c24]Savvas A. Chatzichristofis
Combining Color and Spatial Color Distribution Information in a Fuzzy Rule Based Compact Composite Descriptor. ICAART (Revised Selected Papers) 2010: 49-60 - [c23]Savvas A. Chatzichristofis, Yiannis S. Boutalis, Mathias Lux:
SpCD - Spatial Color Distribution Descriptor - A Fuzzy Rule based Compact Composite Descriptor Appropriate for Hand Drawn Color Sketches Retrieval. ICAART (1) 2010: 58-63 - [c22]Konstantinos Zagoris, Savvas A. Chatzichristofis
Automatic Image Annotation and Retrieval Using the Joint Composite Descriptor. Panhellenic Conference on Informatics 2010: 143-147
2000 – 2009
- 2009
- [j17]George A. Papakostas
Pattern classification by using improved wavelet Compressed Zernike Moments. Appl. Math. Comput. 212(1): 162-176 (2009) - [j16]Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou:
Direct Adaptive Control of Unknown Nonlinear Systems Using a New Neuro-Fuzzy Method Together with a Novel Approach of Parameter Hopping. Kybernetika 45(3): 349-386 (2009) - [j15]Yiannis S. Boutalis, Theodore L. Kottas, Manolis A. Christodoulou:
Adaptive Estimation of Fuzzy Cognitive Maps With Proven Stability and Parameter Convergence. IEEE Trans. Fuzzy Syst. 17(4): 874-889 (2009) - [j14]George A. Papakostas
Modified Factorial-Free Direct Methods for Zernike and Pseudo-Zernike Moment Computation. IEEE Trans. Instrum. Meas. 58(7): 2121-2131 (2009) - [j13]Yiannis S. Boutalis, Dimitris C. Theodoridis, Manolis A. Christodoulou:
A New Neuro-FDS Definition for Indirect Adaptive Control of Unknown Nonlinear Systems Using a Method of Parameter Hopping. IEEE Trans. Neural Networks 20(4): 609-625 (2009) - [c21]Yiannis S. Boutalis, Manolis A. Christodoulou, Dimitris C. Theodoridis:
A new Neuro-Fuzzy method for direct adaptive control of unknown nonlinear systems with robustness analysis. ECC 2009: 934-939 - [c20]Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou:
A new neuro-fuzzy dynamical system definition based on High Order Neural Network Function approximators. ECC 2009: 3305-3310 - [c19]Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou:
Direct adaptive regulation and robustness analysis for systems in Brunovsky form using a new Neuro-Fuzzy method. ECC 2009: 3317-3322 - [c18]Theodore L. Kottas, Yiannis S. Boutalis, Manolis A. Christodoulou:
Bilinear Adaptive Parameter Estimation in Fuzzy Cognitive Networks. ICANN (2) 2009: 875-884 - [c17]Manolis A. Christodoulou, Yiannis S. Boutalis, Dimitrios Theodoridis:
Indirect adaptive control of unknown nonlinear systems with parametric and dynamic uncertainties: A new neuro-fuzzy method, employing a novel approach of parameter hopping. ICONS 2009: 79-85 - [c16]Georgios Tampakis, Klaus Schmidt, Yiannis S. Boutalis:
Mobile robot navigation based on fuzzy discrete event systems. ICONS 2009: 219-224 - [c15]Savvas A. Chatzichristofis
Img(Rummager): An Interactive Content Based Image Retrieval System. SISAP 2009: 151-153 - [c14]Konstantinos Zagoris, Savvas A. Chatzichristofis
img(Anaktisi): A Web Content Based Image Retrieval System. SISAP 2009: 154-155 - 2008
- [j12]George A. Papakostas
Numerical stability of fast computation algorithms of Zernike moments. Appl. Math. Comput. 195(1): 326-345 (2008) - [j11]George A. Papakostas
Fuzzy Cognitive Maps for Pattern Recognition Applications. Int. J. Pattern Recognit. Artif. Intell. 22(8): 1461-1486 (2008) - [c13]Yiannis S. Boutalis, Theodore L. Kottas, Manolis A. Christodoulou:
On the existence and uniqueness of solutions for the concept values in Fuzzy Cognitive Maps. CDC 2008: 98-104 - [c12]Savvas A. Chatzichristofis
CEDD: Color and Edge Directivity Descriptor: A Compact Descriptor for Image Indexing and Retrieval. ICVS 2008: 312-322 - [c11]Savvas A. Chatzichristofis
FCTH: Fuzzy Color and Texture Histogram - A Low Level Feature for Accurate Image Retrieval. WIAMIS 2008: 191-196 - 2007
- [j10]Theodore L. Kottas, Yiannis S. Boutalis, Manolis A. Christodoulou:
Fuzzy cognitive network: A general framework. Intell. Decis. Technol. 1(4): 183-196 (2007) - [j9]George A. Papakostas
A new class of Zernike moments for computer vision applications. Inf. Sci. 177(13): 2802-2819 (2007) - 2006
- [j8]George A. Papakostas
Numerical error analysis in Zernike moments computation. Image Vis. Comput. 24(9): 960-969 (2006) - [j7]Yiannis S. Boutalis, Olga I. Kosmidou:
A feedback linearization technique by using neural networks: Application to bioprocess control. J. Comput. Methods Sci. Eng. 6(5-6): 269-282 (2006) - [j6]Olga I. Kosmidou, Yiannis S. Boutalis:
A linear matrix inequality approach for guaranteed cost control of systems with state and input delays. IEEE Trans. Syst. Man Cybern. Part A 36(5): 936-942 (2006) - 2005
- [c10]P. G. Voulgarellis, Manolis A. Christodoulou, Yiannis S. Boutalis:
A MATLAB Based Simulation Language for Aircraft Ground Handling Operations at Hub Airports (SLAGOM). ISIC 2005: 334-339 - [c9]G. Ioannidis, Manolis A. Christodoulou, Yiannis S. Boutalis:
A SIMULINK Based Simulation Language for Aircraft Simulation of Ground Handling Operations at Hub Airports (SSLA). ISIC 2005: 340-345 - [c8]Theodore L. Kottas, Yiannis S. Boutalis, Manolis A. Christodoulou:
A new method for weight updating in fuzzy cognitive maps using system feedback. ICINCO 2005: 202-209 - [c7]George A. Papakostas, Yiannis S. Boutalis:
An exploration measure of the diversity variation in genetic algorithms. ICINCO 2005: 260-265 - 2004
- [c6]Olga I. Kosmidou, Yiannis S. Boutalis, Ch. Hatzis:
An LMI Optimization Approach for Guaranteed Cost Control of Systems With State and Input Delays. ICINCO (1) 2004: 230-236 - [c5]George A. Papakostas, Yiannis S. Boutalis, Dimitris A. Karras, Basil G. Mertzios:
On the Reconstruction Performance of Compressed Orthogonal Moments. ICINCO (2) 2004: 468-474 - 2002
- [j5]Yiannis S. Boutalis, Kostas D. Tsirikolias, Basil G. Mertzios, Ioannis Andreadis:
Implementation of morphological filters using coordinate logic operations. Pattern Recognit. 35(1): 187-198 (2002) - [c4]S. A. Bakalexis, Yiannis S. Boutalis, Basil G. Mertzios:
Edge detection and image segmentation based on nonlinear anisotropic diffusion. DSP 2002: 1203-1206 - 2000
- [j4]Yiannis S. Boutalis, Ioannis Andreadis, George D. Tambakis:
A fast fuzzy K-nearest neighbour algorithm for pattern classification. Intell. Data Anal. 4(3-4): 275-288 (2000) - [j3]Yiannis S. Boutalis, Constantin Papaodysseus
A New Multichannel Recursive Least Squares Algorithm for Very Robust and Efficient Adaptive Filtering. J. Algorithms 37(2): 283-308 (2000)
1990 – 1999
- 1999
- [c3]Yiannis S. Boutalis, Olga I. Kosmidou:
Design of a neural network observer to control a FED-batch bioprocess. ECC 1999: 1878-1883 - 1994
- [j2]Levon Sukissian, Stefanos D. Kollias
Adaptive classification of textured images using linear prediction and neural networks. Signal Process. 36(2): 209-232 (1994)
1980 – 1989
- 1989
- [j1]Yiannis S. Boutalis, Stefanos D. Kollias
A fast multichannel approach to adaptive image estimation. IEEE Trans. Acoust. Speech Signal Process. 37(7): 1090-1098 (1989) - 1988
- [c2]Yiannis S. Boutalis, Stefanos D. Kollias, George Carayannis, Levon Sukissian:
A fast technique for automatic segmentation and classification of textured images. ICASSP 1988: 1132-1135 - 1987
- [c1]Yiannis S. Boutalis, Stefanos D. Kollias, George Carayannis:
A fast multichannel approach to adaptive estimation and filtering of two dimensional images. ICASSP 1987: 1981-1984
Coauthor Index
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