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2020 – today
- 2023
[i1]Andrew Alexander Vekinis, Stavros J. Perantonis:
Aeolus Ocean - A simulation environment for the autonomous COLREG-compliant navigation of Unmanned Surface Vehicles using Deep Reinforcement Learning and Maritime Object Detection. CoRR abs/2307.06688 (2023)- 2022
- [c73]Alexandros Mitsou, Dimitra-Christina C. Koutsiou, Dimitrios E. Diamantis, Theodoros Psallidas, George Dimas, Michael Vasilakakis, Panagiotis Kalozoumis
, Evaggelos Spyrou, Stavros J. Perantonis, Artur Krukowski, Dimitris K. Iakovidis:
ENORASI Assistive Computer Vision-based System for the Visually Impaired: A User Evaluation Study. PETRA 2022: 668-677 - [c72]Georgia Paraskevopoulou, Evaggelos Spyrou, Stavros J. Perantonis:
A Data Augmentation Approach for Improving the Performance of Speech Emotion Recognition. SIGMAP 2022: 61-69 - [c71]Theodoros Psallidas, Evaggelos Spyrou, Stavros J. Perantonis:
Summarization of User-Generated Videos Fusing Handcrafted and Deep Audiovisual Features. SMAP 2022: 1-6 - 2020
- [c70]George Pikramenos, Konstantinos Kechagias, Theodoros Psallidas, Georgios Smyrnis, Evaggelos Spyrou, Stavros J. Perantonis:
Dimensionality Reduction and Attention Mechanisms for Extracting Affective State from Sound Spectrograms. ICPRAM (Revised Selected Papers) 2020: 27-45 - [c69]George Pikramenos, Georgios Smyrnis, Ioannis Vernikos, Thomas Konidaris, Evaggelos Spyrou, Stavros J. Perantonis:
Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling. ICPRAM 2020: 361-369 - [c68]Eirini Mathe, Athanasia Tranou, Evaggelos Spyrou, Stavros J. Perantonis:
Human action recognition with deep learning techniques. PETRA 2020: 84:1-84:2
2010 – 2019
- 2019
- [j38]Ioannis A. Maraziotis, Stavros J. Perantonis, Andrei Dragomir, Dimitris Thanos:
K-Nets: Clustering through nearest neighbors networks. Pattern Recognit. 88: 470-481 (2019) - [c67]Theodore Giannakopoulos, Evaggelos Spyrou, Stavros J. Perantonis:
Recognition of Urban Sound Events Using Deep Context-Aware Feature Extractors and Handcrafted Features. AIAI (Workshops) 2019: 184-195 - [c66]Theodoros Giannakopoulos, Margarita Orfanidi, Stavros J. Perantonis:
Athens Urban Soundscape (ATHUS): A Dataset for Urban Soundscape Quality Recognition. MMM (1) 2019: 338-348 - [c65]Theodoros Giannakopoulos, Stavros J. Perantonis:
Recognizing the quality of urban sound recordings using hand-crafted and deep audio features. PETRA 2019: 323-324 - [c64]Georgios Drakopoulos, George Pikramenos, Evangelos D. Spyrou, Stavros J. Perantonis:
Emotion Recognition from Speech: A Survey. WEBIST 2019: 432-439 - 2018
- [c63]Emmanuel Bratsolis, Antigoni Panagiotopoulou, Marianthi Stefouli, Eleni Charou, Nicholas Madamopoulos, Stavros J. Perantonis:
Comparison of Optimized Mathematical Methods in the Improvement of Raster Data and Map Display Resolution of Sentinel-2 Images. ICIP 2018: 2521-2525 - [c62]Evangelos Mitsianis, Evaggelos Spyrou, Theodore Giannakopoulos, Stavros Niafas, Stavros J. Perantonis:
Deep learned features for image retrieval. SETN 2018: 10:1-10:4 - 2017
- [j37]Michalis Korakakis, Evaggelos Spyrou, Phivos Mylonas, Stavros J. Perantonis:
Exploiting social media information toward a context-aware recommendation system. Soc. Netw. Anal. Min. 7(1): 42:1-42:20 (2017) - 2016
- [c61]Christos Smailis, Nikolaos Sarafianos, Theodoros Giannakopoulos, Stavros J. Perantonis:
Fusing active orientation models and mid-term audio features for automatic depression estimation. PETRA 2016: 39 - 2015
- [j36]Nikolaos Ampazis, Stavros J. Perantonis, Dimosthenis Drivaliaris:
Improved Jacobian Eigen-Analysis Scheme for Accelerating Learning in Feedforward Neural Networks. Cogn. Comput. 7(1): 86-102 (2015) - [c60]Eleni Charou, Emmanuel Bratsolis, Sotirios Gyftakis, Theodoros Giannakopoulos, Stavros J. Perantonis:
Use of Sentinel-1 data for Maritime Domain Awareness: Preliminary results. IISA 2015: 1-4 - [c59]Sotirios Gyftakis, Theodoros Giannakopoulos, Angelos Makrygiorgos, Eleni Charou, Stavros J. Perantonis, Ioanna A. Koromila, Zoe Nivolianitou:
A maritime data analytics platform for policy recommendation. IISA 2015: 1-5 - [c58]Ioanna A. Koromila, Zoe Nivolianitou, Theodoros Giannakopoulos, Stavros J. Perantonis, Eleni Charou, Sotirios Gyftakis:
A dynamic model for environmentally safe shipping through the Aegean Sea. IISA 2015: 1-5 - [c57]Angelos Makrygiorgos, Ioannis A. Vetsikas, Stavros J. Perantonis:
Accelerating multi-objective ship routing using a novel grid structure and a simple heuristic. IISA 2015: 1-6 - [c56]Theodoros Giannakopoulos, Michalis Papakostas, Stavros J. Perantonis, Vangelis Karkaletsis:
Visual sentiment analysis for brand monitoring enhancement. ISPA 2015: 1-6 - [c55]Theodoros Giannakopoulos, Giorgos Siantikos, Stavros J. Perantonis, Nefta-Eleftheria Votsi, John Pantis:
Automatic soundscape quality estimation using audio analysis. PETRA 2015: 19:1-19:9 - 2014
- [j35]A. Papandreou, Basilios Gatos, Stavros J. Perantonis, I. Gerardis:
Efficient skew detection of printed document images based on novel combination of enhanced profiles. Int. J. Document Anal. Recognit. 17(4): 433-454 (2014) - [c54]Basilis Gatos, Nikolaos Stamatopoulos, Georgios Louloudis, Stavros J. Perantonis:
H-DocPro: a document image processing platform for historical documents. DATeCH 2014: 131-136 - [c53]Theodoros Giannakopoulos, Christos Smailis, Stavros J. Perantonis, Constantine D. Spyropoulos:
Realtime depression estimation using mid-term audio features. AI-AM/NetMed@ECAI 2014: 41-45 - [c52]Dimitrios Sgouropoulos, Theodoros Giannakopoulos, Giorgos Siantikos, Evaggelos Spyrou, Stavros J. Perantonis:
Detection of Clothes Change Fusing Color, Texture, Edge and Depth Information. ICETE (Selected Papers) 2014: 383-392 - [c51]Theodoros Giannakopoulos, Ioannis A. Vetsikas, Ioanna A. Koromila, Vangelis Karkaletsis, Stavros J. Perantonis:
AMINESS: a platform for environmentally safe shipping. PETRA 2014: 45:1-45:8 - [c50]Dimitris Sgouropoulos, Theodoros Giannakopoulos, Sergios Petridis, Stavros J. Perantonis, Antonis Korakis:
Clothes Change Detection Using the Kinect Sensor. SIGMAP 2014: 85-89 - [e4]Constantine D. Spyropoulos, Aldo Franco Dragoni, Stavros J. Perantonis, Paolo Sernani:
Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), Prague, Czech Republic, August 18, 2014. CEUR Workshop Proceedings 1213, CEUR-WS.org 2014 [contents] - 2013
- [j34]Nicholas Ampazis, Stavros J. Perantonis:
An Efficient Constrained Learning Algorithm for Stable 2D IIR Filter Factorization. Adv. Artif. Neural Syst. 2013: 292567:1-292567:7 (2013) - [j33]Anastasia Bolovinou, Ioannis Pratikakis, Stavros J. Perantonis:
Bag of spatio-visual words for context inference in scene classification. Pattern Recognit. 46(3): 1039-1053 (2013) - 2012
- [c49]Paul Doliotis, Vassilis Athitsos, Dimitrios I. Kosmopoulos, Stavros J. Perantonis:
Hand Shape and 3D Pose Estimation Using Depth Data from a Single Cluttered Frame. ISVC (1) 2012: 148-158 - 2011
- [j32]Thanassis Perperis, Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Sofia Tsekeridou, Stavros J. Perantonis, Sergios Theodoridis:
Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies. Expert Syst. Appl. 38(11): 14102-14116 (2011) - [j31]Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis:
A hierarchical feature fusion framework for adaptive visual tracking. Image Vis. Comput. 29(9): 594-606 (2011) - [j30]Nikolaos Stamatopoulos, Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis:
Goal-Oriented Rectification of Camera-Based Document Images. IEEE Trans. Image Process. 20(4): 910-920 (2011) - [p1]Ioannis Pratikakis, Anastasia Bolovinou, Basilios Gatos, Stavros J. Perantonis:
Semantics Extraction from Images. Knowledge-Driven Multimedia Information Extraction and Ontology Evolution 2011: 50-88 - 2010
- [j29]Panagiotis Papadakis, Ioannis Pratikakis, Theoharis Theoharis, Stavros J. Perantonis:
PANORAMA: A 3D Shape Descriptor Based on Panoramic Views for Unsupervised 3D Object Retrieval. Int. J. Comput. Vis. 89(2-3): 177-192 (2010) - [j28]Georgios Vamvakas, Basilios Gatos, Stavros J. Perantonis:
Handwritten character recognition through two-stage foreground sub-sampling. Pattern Recognit. 43(8): 2807-2816 (2010) - [j27]Alexander Agathos, Ioannis Pratikakis, Stavros J. Perantonis, Nickolas S. Sapidis:
Protrusion-oriented 3D mesh segmentation. Vis. Comput. 26(1): 63-81 (2010) - [j26]Alexander Agathos, Ioannis Pratikakis, Panagiotis Papadakis, Stavros J. Perantonis, Phillip N. Azariadis, Nickolas S. Sapidis:
3D articulated object retrieval using a graph-based representation. Vis. Comput. 26(10): 1301-1319 (2010) - [c48]Georgios Vamvakas, Nikolaos Stamatopoulos, Basilios Gatos, Stavros J. Perantonis:
Automatic unsupervised parameter selection for character segmentation. Document Analysis Systems 2010: 409-416 - [c47]Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis:
Audio-Visual Fusion for Detecting Violent Scenes in Videos. SETN 2010: 91-100 - [c46]Sergios Petridis, Theodoros Giannakopoulos, Stavros J. Perantonis:
A Multi-class Method for Detecting Audio Events in News Broadcasts. SETN 2010: 399-404 - [c45]Theodoros Giannakopoulos, Sergios Petridis, Stavros J. Perantonis:
User-driven recognition of audio events in news videos. SMAP 2010: 44-49 - [c44]Sergios Petridis, Georgios Paliouras, Stavros J. Perantonis:
Allen's Hourglass: Probabilistic Treatment of Interval Relations. TIME 2010: 87-94 - [e3]Stasinos Konstantopoulos, Stavros J. Perantonis, Vangelis Karkaletsis, Constantine D. Spyropoulos, George A. Vouros:
Artificial Intelligence: Theories, Models and Applications, 6th Hellenic Conference on AI, SETN 2010, Athens, Greece, May 4-7, 2010. Proceedings. Lecture Notes in Computer Science 6040, Springer 2010, ISBN 978-3-642-12841-7 [contents]
2000 – 2009
- 2009
- [j25]Nikolaos Stamatopoulos, Basilios Gatos, Stavros J. Perantonis:
A method for combining complementary techniques for document image segmentation. Pattern Recognit. 42(12): 3158-3168 (2009) - [j24]Panagiota Antonakaki, Dimitrios I. Kosmopoulos, Stavros J. Perantonis:
Detecting abnormal human behaviour using multiple cameras. Signal Process. 89(9): 1723-1738 (2009) - [c43]Alexander Agathos, Ioannis Pratikakis, Panagiotis Papadakis, Stavros J. Perantonis, Phillip N. Azariadis, Nickolas S. Sapidis:
Retrieval of 3D Articulated Objects Using a Graph-based Representation. 3DOR@Eurographics 2009: 29-36 - [c42]Georgios Vamvakas, Basilios Gatos, Stavros J. Perantonis:
A Novel Feature Extraction and Classification Methodology for the Recognition of Historical Documents. ICDAR 2009: 491-495 - 2008
- [c41]Panagiotis Papadakis, Ioannis Pratikakis, Theoharis Theoharis, Georgios Passalis, Stavros J. Perantonis:
3D Object Retrieval using an Efficient and Compact Hybrid Shape Descriptor . 3DOR@Eurographics 2008: 9-16 - [c40]Nikolaos Stamatopoulos, Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis:
A Two-Step Dewarping of Camera Document Images. Document Analysis Systems 2008: 209-216 - [c39]Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis:
Efficient Binarization of Historical and Degraded Document Images. Document Analysis Systems 2008: 447-454 - [c38]Georgios Vamvakas, Basilios Gatos, Nikolaos Stamatopoulos, Stavros J. Perantonis:
A Complete Optical Character Recognition Methodology for Historical Documents. Document Analysis Systems 2008: 525-532 - [c37]Thomas Konidaris, Basilios Gatos, Stavros J. Perantonis, Anastasios L. Kesidis:
Keyword Matching in Historical Machine-Printed Documents Using Synthetic Data, Word Portions and Dynamic Time Warping. Document Analysis Systems 2008: 539-545 - [c36]Panagiotis Papadakis, Ioannis Pratikakis, Stavros J. Perantonis, Theoharis Theoharis:
CIL3D: a content-based 3D model search engine. DIMEA 2008: 524-525 - [c35]Ioannis Kahramanoglou, Stavros J. Perantonis, Nikolaos Smyrnis, Ioannis Evdokimidis, Vassilis Cutsuridis:
Modeling the Effects of Dopamine on the Antisaccade Reaction Times (aSRT) of Schizophrenia Patients. ICANN (2) 2008: 290-299 - [c34]Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis:
Improved document image binarization by using a combination of multiple binarization techniques and adapted edge information. ICPR 2008: 1-4 - [c33]Dimitrios I. Kosmopoulos, Panagiota Antonakaki, Konstandinos Valasoulis, Anastasios L. Kesidis, Stavros J. Perantonis:
Human Behavior Classification Using Multiple Views. SETN 2008: 123-134 - [c32]Panagiotis Papadakis, Ioannis Pratikakis, Stavros J. Perantonis, Theoharis Theoharis, Georgios Passalis:
SHREC'08 entry: 2D/3D hybrid. Shape Modeling International 2008: 247-248 - [e2]Stavros J. Perantonis, Nickolas S. Sapidis, Michela Spagnuolo, Daniel Thalmann:
1st Eurographics Workshop on 3D Object Retrieval, 3DOR@Eurographis 2008, Hersonissos, Crete, Greece, April 15, 2008. Eurographics Association 2008, ISBN 978-3-905674-05-7 [contents] - 2007
- [j23]Thomas Konidaris, Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Theodoridis, Stavros J. Perantonis:
Keyword-guided word spotting in historical printed documents using synthetic data and user feedback. Int. J. Document Anal. Recognit. 9(2-4): 167-177 (2007) - [j22]Kostas Ntzios, Basilios Gatos, Ioannis Pratikakis, Thomas Konidaris, Stavros J. Perantonis:
An old greek handwritten OCR system based on an efficient segmentation-free approach. Int. J. Document Anal. Recognit. 9(2-4): 179-192 (2007) - [j21]Vassilis Cutsuridis, Ioannis Kahramanoglou, Nikolaos Smyrnis, Ioannis Evdokimidis, Stavros J. Perantonis:
A biophysical neural accumulator model of decision making in an antisaccade task. Neurocomputing 70(7-9): 1390-1402 (2007) - [j20]Vassilis Cutsuridis, Nikolaos Smyrnis, Ioannis Evdokimidis, Stavros J. Perantonis:
A neural model of decision-making by the superior colicullus in an antisaccade task. Neural Networks 20(6): 690-704 (2007) - [j19]Panagiotis Papadakis, Ioannis Pratikakis, Stavros J. Perantonis, Theoharis Theoharis:
Efficient 3D shape matching and retrieval using a concrete radialized spherical projection representation. Pattern Recognit. 40(9): 2437-2452 (2007) - [c31]Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis:
Hierarchical Feature Fusion for Visual Tracking. ICIP (6) 2007: 289-292 - [c30]Nicolas Tsapatsoulis, Sergios Petridis, Stavros J. Perantonis:
On the use of spatial relations between objects for image classification. AIAI 2007: 347-356 - [c29]Ioannis Pratikakis, Vassilis Virvilis, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, A. Damianakis, D. Tsatsos:
e-Medi: A Web-based e-Training Platform for Breast Imaging. WEBIST (3) 2007: 338-345 - [e1]Tobias Bürger, Stamatia Dasiopoulou, Christian Eckes, Stavros J. Perantonis, John Pereira, Vassilis Tzouvaras:
Proceedings of the 1st International Workshop on Knowledge Acquisition from Multimedia Content KAMC'07, Genoa, Italy, December 5, 2007. CEUR Workshop Proceedings 253, CEUR-WS.org 2007 [contents] - 2006
- [j18]Vassilis Cutsuridis, Stavros J. Perantonis:
A neural network model of Parkinson's disease bradykinesia. Neural Networks 19(4): 354-374 (2006) - [j17]Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Petridis, Thomas Konidaris, Stavros J. Perantonis:
An efficient segmentation-free approach to assist old Greek handwritten manuscript OCR. Pattern Anal. Appl. 8(4): 305-320 (2006) - [j16]Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis:
Adaptive degraded document image binarization. Pattern Recognit. 39(3): 317-327 (2006) - [c28]Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis:
Hybrid Off-Line Cursive Handwriting Word Recognition. ICPR (2) 2006: 998-1002 - [c27]Dimitrios I. Kosmopoulos, Sergios Petridis, Ioannis Pratikakis, V. Gatos, Stavros J. Perantonis, Vangelis Karkaletsis, Georgios Paliouras:
Knowledge Acquisition from Multimedia Content using an Evolution Framework. AIAI 2006: 557-565 - [c26]Basilios Gatos, Thomas Konidaris, Ioannis Pratikakis, Stavros J. Perantonis:
A Holistic Methodology for Keyword Search in Historical Typewritten Documents. SETN 2006: 490-493 - [c25]Ioannis Pratikakis, I. Dounis, Basilios Gatos, Stavros J. Perantonis:
IIT / NCSR "Demokritos" at TRECVID 2006: Shot Boundary Detection. TRECVID 2006 - 2005
- [c24]Vassilis Cutsuridis, Ioannis Kahramanoglou, Stavros J. Perantonis, Ioannis Evdokimidis, Nikolaos Smyrnis:
A Biophysical Model of Decision Making in an Antisaccade Task Through Variable Climbing Activity. ICANN (1) 2005: 205-210 - [c23]Basilios Gatos, Dimitrios Danatsas, Ioannis Pratikakis, Stavros J. Perantonis:
Automatic Table Detection in Document Images. ICAPR (1) 2005: 609-618 - [c22]Basilios Gatos, Thomas Konidaris, Kostas Ntzios, Ioannis Pratikakis, Stavros J. Perantonis:
A Segmentation-free Approach for Keyword Search in Historical Typewritten Documents. ICDAR 2005: 54-58 - [c21]Kostas Ntzios, Basilios Gatos, Ioannis Pratikakis, Thomas Konidaris, Stavros J. Perantonis:
An Old Greek Handwritten OCR System. ICDAR 2005: 64-69 - [c20]Ioannis Pratikakis, Iris Vanhamel, Hichem Sahli, Basilios Gatos, Stavros J. Perantonis:
Watershed-Driven Region-Based Image Retrieval. ISMM 2005: 207-216 - 2004
- [j15]Basilios Gatos, Stavros J. Perantonis, Nikos Papamarkos, Ioannis Andreadis:
Fast Implementation Of Morphological Operations Using Binary Image Block Decomposition. Int. J. Image Graph. 4(2): 183-202 (2004) - [j14]Nikolaos Ampazis, Stavros J. Perantonis:
LSISOM - A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections. Neural Process. Lett. 19(2): 157-173 (2004) - [j13]Sergios Petridis, Stavros J. Perantonis:
On the relation between discriminant analysis and mutual information for supervised linear feature extraction. Pattern Recognit. 37(5): 857-874 (2004) - [c19]Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Petridis, Thomas Konidaris, Stavros J. Perantonis:
A Segmentation-Free Recognition Technique to Assist Old Greek Handwritten Manuscript OCR. Document Analysis Systems 2004: 63-74 - [c18]Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis:
An Adaptive Binarization Technique for Low Quality Historical Documents. Document Analysis Systems 2004: 102-113 - [c17]Ioannis Pratikakis, Z. Efremedis, Basilios Gatos, Stavros J. Perantonis, Iris Vanhamel, Hichem Sahli:
Unsupervised Region-Based Image Retrieval. EWIMT 2004 - [c16]Stavros J. Perantonis, Basilios Gatos, Vassilios Maragos, Vangelis Karkaletsis, Georgios Petasis:
Text Area Identification in Web Images. SETN 2004: 82-92 - [c15]Sergios Petridis, Stavros J. Perantonis:
Feature Deforming for Improved Similarity-Based Learning. SETN 2004: 201-209 - [c14]Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis:
Locating Text in Historical Collection Manuscripts. SETN 2004: 476-485 - 2002
- [j12]Nikolaos Ampazis, Stavros J. Perantonis:
Two highly efficient second-order algorithms for training feedforward networks. IEEE Trans. Neural Networks 13(5): 1064-1074 (2002) - [c13]Georgios Petasis, Sergios Petridis, Georgios Paliouras, Vangelis Karkaletsis, Stavros J. Perantonis, Constantine D. Spyropoulos:
Symbolic and Neural Learning of Named-Entity Recognition and Classification Systems in Two Languages. Advances in Computational Intelligence and Learning 2002: 193-210 - 2001
- [j11]Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor:
A dynamical model for the analysis and acceleration of learning in feedforward networks. Neural Networks 14(8): 1075-1088 (2001) - [c12]Nikolaos Vassilas, Elias Kalapanidas, Nikolaos M. Avouris, Stavros J. Perantonis:
Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications. Machine Learning and Its Applications 2001: 318-324 - 2000
- [j10]Stavros J. Perantonis, Nikolaos Ampazis, Vassilis Virvilis:
A Learning Framework for Neural Networks Using Constrained Optimization Methods. Ann. Oper. Res. 99(1-4): 385-401 (2000) - [j9]Basilios Gatos, S. L. Mantzaris, Stavros J. Perantonis, A. Tsigris:
Automatic page analysis for the creation of a digital library from newspaper archives. Int. J. Digit. Libr. 3(1): 77-84 (2000) - [j8]Stavros J. Perantonis, Vassilis Virvilis:
Efficient perceptron learning using constrained steepest descent. Neural Networks 13(3): 351-364 (2000) - [c11]Stavros J. Perantonis, Sergios Petridis, Vassilis Virvilis:
Supervised Principal Component Analysis Using a Smooth Classifier Paradigm. ICPR 2000: 2109-2112 - [c10]Adrian K. Agogino, Joydeep Ghosh, Stavros J. Perantonis, Vassilis Virvilis, Sergios Petridis, Paulo J. G. Lisboa:
The Role of Multiple, Linear-Projection Based Visualization Techniques in RBF-Based Classification of High Dimensional Data. IJCNN (3) 2000: 47-52 - [c9]Nikolaos Ampazis, Stavros J. Perantonis:
Levenberg-Marquardt Algorithm with Adaptive Momentum for the Efficient Training of Feedforward Networks. IJCNN (1) 2000: 126-131 - [c8]Stavros J. Perantonis, Nikolaos Ampazis, S. Spirou:
Training Feedforward Neural Networks with the Dogleg Method and BFGS Hessian Updates. IJCNN (1) 2000: 138-145 - [c7]S. L. Mantzaris, Basilios Gatos, N. Gouraros, Stavros J. Perantonis:
Linking article parts for the creation of newspaper digital library. RIAO 2000: 997-1005
1990 – 1999
- 1999
- [j7]Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor:
Dynamics of multilayer networks in the vicinity of temporary minima. Neural Networks 12(1): 43-58 (1999) - [j6]Stavros J. Perantonis, Vassilis Virvilis:
Input Feature Extraction for Multilayered Perceptrons Using Supervised Principal Component Analysis. Neural Process. Lett. 10(3): 243-252 (1999) - [j5]Stavros J. Perantonis, Basilios Gatos, Nikos Papamarkos:
Block decomposition and segmentation for fast Hough transform evaluation. Pattern Recognit. 32(5): 811-824 (1999) - [c6]Basilios Gatos, S. L. Mantzaris, Konstantinos Chandrinos, A. Tsigris, Stavros J. Perantonis:
Integrated Algorithms for Newspaper Page Decomposition and Article Tracking. ICDAR 1999: 559-562 - [c5]Stavros J. Perantonis, Vassilis Virvilis:
Dimensionality reduction using a novel neural network based feature extraction method. IJCNN 1999: 1195-1198 - [c4]Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor:
Acceleration of learning in feedforward networks using dynamical systems analysis and matrix perturbation theory. IJCNN 1999: 1850-1855 - 1998
- [j4]Stavros J. Perantonis, Nikolaos Ampazis, Stavros Varoufakis, George Antoniou:
Constrained Learning in Neural Networks: Application to Stable Factorization of 2-D Polynomials. Neural Process. Lett. 7(1): 5-14 (1998) - [c3]Basilios Gatos, N. Gouraros, S. L. Mantzaris, Stavros J. Perantonis, A. Tsigris, P. Tzavelis, Nikolaos Vassilas:
A New Method for Segmenting Newspaper Articles. ECDL 1998: 695-696 - 1996
- [c2]Stavros J. Perantonis, Basilis Gatos, Nikos Papamarkos:
Image segmentation and linear feature identification using rectangular block decomposition. ICECS 1996: 183-186 - [c1]Stavros J. Perantonis, Dimitris A. Karras:
Tracking endocardial border motion in ultrasonic images by using neural networks and ARIMA modelling techniques. ICNN 1996: 647-652 - 1995
- [j3]Stavros J. Perantonis, Dimitris A. Karras:
An efficient constrained learning algorithm with momentum acceleration. Neural Networks 8(2): 237-249 (1995) - [j2]Dimitris A. Karras, Stavros J. Perantonis:
An efficient constrained training algorithm for feedforward networks. IEEE Trans. Neural Networks 6(6): 1420-1434 (1995) - 1992
- [j1]Stavros J. Perantonis, Paulo J. G. Lisboa:
Translation, rotation, and scale invariant pattern recognition by high-order neural networks and moment classifiers. IEEE Trans. Neural Networks 3(2): 241-251 (1992)
Coauthor Index
Basilios Gatos
aka: Basilis Gatos
aka: Basilis Gatos
Theodoros Giannakopoulos
aka: Theodore Giannakopoulos
aka: Theodore Giannakopoulos
Evaggelos Spyrou
aka: Evangelos D. Spyrou
aka: Evangelos D. Spyrou
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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 2025-03-04 21:11 CET by the dblp team
all metadata released as open data under CC0 1.0 license
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the dblp computer science bibliography is funded and supported by:
