![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
John B. Theocharis
Person information
- affiliation: Aristotle University of Thessaloniki, Department of Electrical and Computer Engineering, Greece
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j49]Christos G. Chadoulos, Dimitrios Tsaopoulos, Serafeim P. Moustakidis, John B. Theocharis:
A Multi-View Semi-supervised learning method for knee joint cartilage segmentation combining multiple feature descriptors and image modalities. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 12(1) (2024) - 2022
- [j48]Christos G. Chadoulos
, Dimitrios Tsaopoulos
, Serafeim P. Moustakidis
, Nikolaos L. Tsakiridis
, John B. Theocharis:
A novel multi-atlas segmentation approach under the semi-supervised learning framework: Application to knee cartilage segmentation. Comput. Methods Programs Biomed. 227: 107208 (2022) - 2021
- [c27]Christos G. Chadoulos, Serafeim P. Moustakidis, Dimitrios Tsaopoulos, John B. Theocharis:
Multi-atlas segmentation of knee cartilage via Semi-supervised Regional Label Propagation. CSAI 2021: 57-64 - 2020
- [j47]Nikolaos L. Tsakiridis
, Christos G. Chadoulos, John B. Theocharis
, Eyal Ben-Dor, George C. Zalidis:
A three-level Multiple-Kernel Learning approach for soil spectral analysis. Neurocomputing 389: 27-41 (2020) - [j46]Nikolaos Tziolas
, Nikolaos L. Tsakiridis
, Eyal Ben-Dor, John B. Theocharis, George C. Zalidis
:
Employing a Multi-Input Deep Convolutional Neural Network to Derive Soil Clay Content from a Synergy of Multi-Temporal Optical and Radar Imagery Data. Remote. Sens. 12(9): 1389 (2020) - [c26]Nikolaos L. Tsakiridis, Themistoklis Diamantopoulos, Andreas L. Symeonidis, John B. Theocharis, Athanasios C. Iossifides
, Periklis Chatzimisios
, George Pratos, Dimitris Kouvas:
Versatile Internet of Things for Agriculture: An eXplainable AI Approach. AIAI (2) 2020: 180-191
2010 – 2019
- 2019
- [j45]Nikolaos L. Tsakiridis
, John B. Theocharis
, Panos Panagos
, George C. Zalidis
:
An evolutionary fuzzy rule-based system applied to the prediction of soil organic carbon from soil spectral libraries. Appl. Soft Comput. 81 (2019) - 2018
- [c25]Nikolaos L. Tsakiridis
, John B. Theocharis, George C. Zalidis
:
An evolutionary fuzzy rule-based system applied to real-world Big Data - the GEO-CRADLE and LUCAS soil spectral libraries. FUZZ-IEEE 2018: 1-8 - 2017
- [j44]Nikolaos L. Tsakiridis
, John B. Theocharis, George C. Zalidis
:
DECO3RUM: A Differential Evolution learning approach for generating compact Mamdani fuzzy rule-based models. Expert Syst. Appl. 83: 257-272 (2017) - [c24]Nikolaos L. Tsakiridis
, John B. Theocharis, George C. Zalidis
:
A fuzzy rule-based system utilizing differential evolution with an application in vis-NIR soil spectroscopy. FUZZ-IEEE 2017: 1-7 - 2016
- [j43]Nikolaos L. Tsakiridis
, John B. Theocharis, George C. Zalidis
:
DECO3R: A Differential Evolution-based algorithm for generating compact Fuzzy Rule-based Classification Systems. Knowl. Based Syst. 105: 160-174 (2016) - [j42]Stelios K. Mylonas
, Dimitris G. Stavrakoudis
, John B. Theocharis, George C. Zalidis
, Ioannis Z. Gitas
:
A Local Search-Based GeneSIS algorithm for the Segmentation and Classification of Remote-Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1470-1492 (2016) - [c23]Nikolaos L. Tsakiridis
, John B. Theocharis, Raúl Pérez
, Antonio González
, George C. Zalidis
:
Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems. FUZZ-IEEE 2016: 1429-1436 - 2015
- [j41]Vasilis G. Giannoglou, Dimitris G. Stavrakoudis
, John B. Theocharis, Vassilios Petridis:
Genetic fuzzy rule based classification systems for coronary plaque characterization based on intravascular ultrasound images. Eng. Appl. Artif. Intell. 38: 203-220 (2015) - [j40]Stelios K. Mylonas
, Dimitris G. Stavrakoudis
, John B. Theocharis, Paris A. Mastorocostas:
A Region-Based GeneSIS Segmentation Algorithm for the Classification of Remotely Sensed Images. Remote. Sens. 7(3): 2474-2508 (2015) - [j39]Stelios K. Mylonas
, Dimitris G. Stavrakoudis
, John B. Theocharis, Paris A. Mastorocostas:
Classification of Remotely Sensed Images Using the GeneSIS Fuzzy Segmentation Algorithm. IEEE Trans. Geosci. Remote. Sens. 53(10): 5352-5376 (2015) - [c22]David García, Dimitris G. Stavrakoudis, Antonio González Muñoz, Raúl Pérez, John B. Theocharis:
A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery. IFSA-EUSFLAT 2015 - [c21]Nikolaos L. Tsakiridis
, John B. Theocharis, George C. Zalidis
:
DECO3R: Differential evolution based COoperative-COmpeting learning of COmpact fuzzy Rulebased classification systems. FUZZ-IEEE 2015: 1-8 - 2014
- [j38]Vasilis G. Giannoglou, John B. Theocharis:
Decision Fusion of Multiple Classifiers for Coronary Plaque Characterization from IVUS Images. Int. J. Artif. Intell. Tools 23(3) (2014) - [j37]Eleni Dragozi, Ioannis Z. Gitas
, Dimitris G. Stavrakoudis
, John B. Theocharis:
Burned Area Mapping Using Support Vector Machines and the FuzCoC Feature Selection Method on VHR IKONOS Imagery. Remote. Sens. 6(12): 12005-12036 (2014) - [c20]Stelios K. Mylonas
, Dimitris G. Stavrakoudis
, John B. Theocharis, Paris A. Mastorocostas:
Spectral-spatial classification of remote sensing images using a region-based GeneSIS Segmentation algorithm. FUZZ-IEEE 2014: 1976-1984 - 2013
- [j36]Stelios K. Mylonas
, Dimitris G. Stavrakoudis
, John B. Theocharis:
GeneSIS: A GA-based fuzzy segmentation algorithm for remote sensing images. Knowl. Based Syst. 54: 86-102 (2013) - 2012
- [j35]Dimitris G. Stavrakoudis, Georgia N. Galidaki
, Ioannis Z. Gitas
, John B. Theocharis:
Reducing the Complexity of Genetic Fuzzy Classifiers in Highly-Dimensional Classification Problems. Int. J. Comput. Intell. Syst. 5(2): 254-275 (2012) - [j34]Nikolaos E. Mitrakis
, John B. Theocharis:
A diversity-driven structure learning algorithm for building hierarchical neuro-fuzzy classifiers. Inf. Sci. 186(1): 40-58 (2012) - [j33]Serafeim P. Moustakidis
, John B. Theocharis:
A fast SVM-based wrapper feature selection method driven by a fuzzy complementary criterion. Pattern Anal. Appl. 15(4): 379-397 (2012) - [j32]Fani A. Tzima, Pericles A. Mitkas, John B. Theocharis:
Clustering-based initialization of Learning Classifier Systems - Effects on model performance, readability and induction time. Soft Comput. 16(7): 1267-1286 (2012) - [j31]Dimitris G. Stavrakoudis
, Georgia N. Galidaki
, Ioannis Z. Gitas
, John B. Theocharis:
A Genetic Fuzzy-Rule-Based Classifier for Land Cover Classification From Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 50(1): 130-148 (2012) - [j30]Serafeim P. Moustakidis
, Giorgos Mallinis
, Nikos Koutsias
, John B. Theocharis, Vassilios Petridis:
SVM-Based Fuzzy Decision Trees for Classification of High Spatial Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 50(1): 149-169 (2012) - [c19]Vasilis G. Giannoglou, Dimitris G. Stavrakoudis
, John B. Theocharis:
IVUS-based characterization of atherosclerotic plaques using feature selection and SVM classification. BIBE 2012: 715-720 - [c18]Vasilis G. Giannoglou, Dimitris G. Stavrakoudis
, John B. Theocharis, Vassilios Petridis:
Genetic fuzzy rule-based classification systems for tissue characterization of intravascular ultrasound images. FUZZ-IEEE 2012: 1-8 - [c17]Stelios K. Mylonas
, Dimitris G. Stavrakoudis
, John B. Theocharis:
A GA-based sequential fuzzy segmentation approach for classification of remote sensing images. FUZZ-IEEE 2012: 1-8 - 2011
- [j29]Dimitris G. Stavrakoudis
, John B. Theocharis, George C. Zalidis
:
A multistage genetic fuzzy classifier for land cover classification from satellite imagery. Soft Comput. 15(12): 2355-2374 (2011) - [c16]Dimitris G. Stavrakoudis
, Ioannis Z. Gitas
, John B. Theocharis:
A hierarchical genetic fuzzy rule-based classifier for high-dimensional classification problems. FUZZ-IEEE 2011: 1279-1285 - [c15]Dimitris G. Stavrakoudis
, Georgia N. Galidaki
, Ioannis Z. Gitas
, John B. Theocharis:
A Fast Iterative Rule-based Linguistic Classifier for hyperspectral remote sensing tasks. GEFS 2011: 24-30 - 2010
- [j28]Serafeim P. Moustakidis
, John B. Theocharis:
SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion. Pattern Recognit. 43(11): 3712-3729 (2010) - [c14]Nikolaos E. Mitrakis
, Serafeim P. Moustakidis
, John B. Theocharis:
A Fuzzy Complementary Criterion for structure learning of a neuro-fuzzy classifier. FUZZ-IEEE 2010: 1-8 - [c13]Dimitris G. Stavrakoudis
, Georgia N. Galidaki
, Ioannis Z. Gitas
, John B. Theocharis:
Enhancing the interpretability of genetic fuzzy classifiers in land cover classification from hyperspectral satellite imagery. FUZZ-IEEE 2010: 1-8 - [c12]Dimitris G. Stavrakoudis
, John B. Theocharis:
Employing effective feature selection in Genetic Fuzzy Rule-Based Classification Systems. GEFS 2010: 21-26
2000 – 2009
- 2009
- [c11]Dimitris G. Stavrakoudis
, John B. Theocharis:
A genetic fuzzy rule-based classifier for land cover image classification. FUZZ-IEEE 2009: 1677-1682 - 2008
- [j27]Serafeim P. Moustakidis
, George A. Rovithakis, John B. Theocharis:
An adaptive neuro-fuzzy tracking control for multi-input nonlinear dynamic systems. Autom. 44(5): 1418-1425 (2008) - [j26]Paris A. Mastorocostas, Dimitris G. Stavrakoudis
, John B. Theocharis:
A pipelined recurrent fuzzy model for real-time analysis of lung sounds. Eng. Appl. Artif. Intell. 21(8): 1301-1308 (2008) - [j25]Nikolaos E. Mitrakis
, John B. Theocharis, Vassilios Petridis:
A multilayered neuro-fuzzy classifier with self-organizing properties. Fuzzy Sets Syst. 159(23): 3132-3159 (2008) - [j24]Nikolaos E. Mitrakis
, Charalampos A. Topaloglou, Thomas K. Alexandridis
, John B. Theocharis, George C. Zalidis
:
Decision Fusion of GA Self-Organizing Neuro-Fuzzy Multilayered Classifiers for Land Cover Classification Using Textural and Spectral Features. IEEE Trans. Geosci. Remote. Sens. 46(7): 2137-2152 (2008) - [j23]Serafeim P. Moustakidis
, John B. Theocharis, Giannis Giakas:
Subject Recognition Based on Ground Reaction Force Measurements of Gait Signals. IEEE Trans. Syst. Man Cybern. Part B 38(6): 1476-1485 (2008) - [c10]Dimitris G. Stavrakoudis
, A. K. Papastamoulis, John B. Theocharis:
Evolutionary identification of a recurrent fuzzy neural network with enhanced memory capabilities. GEFS 2008: 77-82 - 2007
- [j22]Paris A. Mastorocostas, John B. Theocharis:
A dynamic fuzzy neural filter for separation of discontinuous adventitious sounds from vesicular sounds. Comput. Biol. Medicine 37(1): 60-69 (2007) - [j21]T. G. Barbounis, John B. Theocharis:
A locally recurrent fuzzy neural network with application to the wind speed prediction using spatial correlation. Neurocomputing 70(7-9): 1525-1542 (2007) - [j20]T. G. Barbounis, John B. Theocharis:
Locally recurrent neural networks for wind speed prediction using spatial correlation. Inf. Sci. 177(24): 5775-5797 (2007) - [j19]Dimitris G. Stavrakoudis
, John B. Theocharis:
Pipelined Recurrent Fuzzy Neural Networks for Nonlinear Adaptive Speech Prediction. IEEE Trans. Syst. Man Cybern. Part B 37(5): 1305-1320 (2007) - [c9]Dimitris G. Stavrakoudis
, Paris A. Mastorocostas, John B. Theocharis:
A Pipelined Recurrent Fuzzy Neural Filter for the Separation of Lung Sounds. FUZZ-IEEE 2007: 1-6 - [c8]Dimitris G. Stavrakoudis
, John B. Theocharis:
A recurrent fuzzy neural network for adaptive speech prediction. SMC 2007: 2056-2061 - 2006
- [j18]John B. Theocharis:
A high-order recurrent neuro-fuzzy system with internal dynamics: Application to the adaptive noise cancellation. Fuzzy Sets Syst. 157(4): 471-500 (2006) - [j17]T. G. Barbounis, John B. Theocharis:
Locally recurrent neural networks for long-term wind speed and power prediction. Neurocomputing 69(4-6): 466-496 (2006) - [j16]Stelios E. Papadakis
, John B. Theocharis:
A genetic method for designing TSK models based on objective weighting: application to classification problems. Soft Comput. 10(9): 805-824 (2006) - [j15]Paris A. Mastorocostas, Ioannis B. Theocharis:
A Stable Learning Algorithm for Block-Diagonal Recurrent Neural Networks: Application to the Analysis of Lung Sounds. IEEE Trans. Syst. Man Cybern. Part B 36(2): 242-254 (2006) - [c7]Vassilios Petridis, John B. Theocharis, Vassilis Syrris:
Application of Fuzzy Lattice Neurocomputing (FLN) for Environmental Data Estimation. FUZZ-IEEE 2006: 337-343 - 2005
- [j14]Stelios E. Papadakis, Panagiotis Tzionas, Vassilis G. Kaburlasos, John B. Theocharis:
A Genetic Based Approach to the Type I Structure Identification Problem. Informatica 16(3): 365-382 (2005) - 2004
- [j13]E. Delivopoulos, John B. Theocharis:
A modified PNN algorithm with optimal PD modeling using the orthogonal least squares method. Inf. Sci. 168(1-4): 133-170 (2004) - 2003
- [j12]Stelios E. Papadakis, Ioannis B. Theocharis, Anastasios G. Bakirtzis:
A load curve based fuzzy modeling technique for short-term load forecasting. Fuzzy Sets Syst. 135(2): 279-303 (2003) - [j11]Paris A. Mastorocostas, Ioannis B. Theocharis:
An orthogonal least-squares method for recurrent fuzzy-neural modeling. Fuzzy Sets Syst. 140(2): 285-300 (2003) - 2002
- [j10]Stelios E. Papadakis, Ioannis B. Theocharis:
A GA-based fuzzy modeling approach for generating TSK models. Fuzzy Sets Syst. 131(2): 121-152 (2002) - [j9]Paris A. Mastorocostas, Ioannis B. Theocharis:
A recurrent fuzzy-neural model for dynamic system identification. IEEE Trans. Syst. Man Cybern. Part B 32(2): 176-190 (2002) - 2001
- [j8]Paris A. Mastorocostas, Ioannis B. Theocharis, Vassilios Petridis:
A constrained orthogonal least-squares method for generating TSK fuzzy models: Application to short-term load forecasting. Fuzzy Sets Syst. 118(2): 215-233 (2001) - [j7]Spiridon A. Kazarlis, Stelios E. Papadakis
, Ioannis B. Theocharis, Vassilios Petridis:
Microgenetic algorithms as generalized hill-climbing operators for GA optimization. IEEE Trans. Evol. Comput. 5(3): 204-217 (2001) - [c6]Paris A. Mastorocostas, Ioannis B. Theocharis:
D-OLS: An Orthogonal Least Squares Method for Dynamic Fuzzy Models. FUZZ-IEEE 2001: 119-122 - 2000
- [j6]Paris A. Mastorocostas, John B. Theocharis:
FUNCOM: A constrained learning algorithm for fuzzy neural networks. Fuzzy Sets Syst. 112(1): 1-26 (2000) - [j5]Paris A. Mastorocostas, Yannis A. Tolias, John B. Theocharis, Leontios J. Hadjileontiadis
, Stavros M. Panas:
An orthogonal least squares-based fuzzy filter for real-time analysis of lung sounds. IEEE Trans. Biomed. Eng. 47(9): 1165-1176 (2000) - [c5]Paris A. Mastorocostas, John B. Theocharis:
A generalized TSK dynamic fuzzy neural network: application to adaptive noise cancellation. FUZZ-IEEE 2000: 877-882
1990 – 1999
- 1999
- [c4]Stelios E. Papadakis, John B. Theocharis, Anastasios G. Bakirtzis:
Fuzzy short-term load forecasting models based on load curve-shaped prototype fuzzy clustering. ECC 1999: 2023-2028 - [c3]Zoe Doulgeri, John B. Theocharis:
On the stability of T-S fuzzy control for non-linear systems. EUSFLAT-ESTYLF Joint Conf. 1999: 71-74 - 1997
- [j4]John B. Theocharis, George J. Vachtsevanos:
Identification of Discrete-Time Dynamical Systems Via Recurrent Fuzzy Models. J. Intell. Fuzzy Syst. 5(3): 167-191 (1997) - 1996
- [j3]John B. Theocharis, George J. Vachtsevanos:
Recursive learning algorithms for training fuzzy recurrent models. Int. J. Intell. Syst. 11(12): 1059-1098 (1996) - [j2]John B. Theocharis, George J. Vachtsevanos:
Adaptive Fuzzy Neural Networks as identifiers of discrete-time nonlinear dynamic systems. J. Intell. Robotic Syst. 17(2): 119-168 (1996) - [c2]Stelios E. Papadakis, John B. Theocharis:
An efficient fuzzy neural modeling approach using the fuzzy curve concept. ICECS 1996: 279-282 - 1995
- [c1]Yannis A. Tolias, Ioannis B. Theocharis, Stavros M. Panas:
Detecting aneurysms in retinal images: fuzzy morphology vs. conventional methods. SAC 1995: 565-569
1980 – 1989
- 1984
- [j1]John B. Theocharis, Vassilios Petridis:
Comparison of three nonlinear filtering schemes. Inf. Sci. 32(2): 91-116 (1984)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-06-10 21:24 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint