Stavros J. Perantonis

117 papers A 4B 12C 5Misc 2Journal 39Unranked 50

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Aeolus Ocean - A simulation environment for the autonomous COLREG-compliant navigation of Unmanned Surface Vehicles using Deep Reinforcement Learning and Maritime Object Detection. CoRR Andrew Alexander Vekinis, Stavros J. Perantonis
2022	—	`conf`	A Data Augmentation Approach for Improving the Performance of Speech Emotion Recognition. SIGMAP Georgia Paraskevopoulou, Evaggelos Spyrou, Stavros J. Perantonis
2022	—	`conf`	ENORASI Assistive Computer Vision-based System for the Visually Impaired: A User Evaluation Study. PETRA 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
2022	—	`conf`	Summarization of User-Generated Videos Fusing Handcrafted and Deep Audiovisual Features. SMAP Theodoros Psallidas, Evaggelos Spyrou, Stavros J. Perantonis
2020	—	`conf`	Dimensionality Reduction and Attention Mechanisms for Extracting Affective State from Sound Spectrograms. ICPRAM (Revised Selected Papers) George Pikramenos, Konstantinos Kechagias, Theodoros Psallidas, Georgios Smyrnis, Evaggelos Spyrou, Stavros J. Perantonis
2020	—	`conf`	Human action recognition with deep learning techniques. PETRA Eirini Mathe, Athanasia Tranou, Evaggelos Spyrou, Stavros J. Perantonis
2020	C	`conf`	Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling. ICPRAM George Pikramenos, Georgios Smyrnis, Ioannis Vernikos, Thomas Konidaris, Evaggelos Spyrou, Stavros J. Perantonis
2019	—	`conf`	Athens Urban Soundscape (ATHUS): A Dataset for Urban Soundscape Quality Recognition. MMM (1) Theodoros Giannakopoulos, Margarita Orfanidi, Stavros J. Perantonis
2019	C	`conf`	Emotion Recognition from Speech: A Survey. WEBIST Georgios Drakopoulos, George Pikramenos, Evangelos D. Spyrou, Stavros J. Perantonis
2019	J	`jnl`	K-Nets: Clustering through nearest neighbors networks. Pattern Recognit. Ioannis A. Maraziotis, Stavros J. Perantonis, Andrei Dragomir, Dimitris Thanos
2019	—	`conf`	Recognition of Urban Sound Events Using Deep Context-Aware Feature Extractors and Handcrafted Features. AIAI (Workshops) Theodore Giannakopoulos, Evaggelos Spyrou, Stavros J. Perantonis
2019	—	`conf`	Recognizing the quality of urban sound recordings using hand-crafted and deep audio features. PETRA Theodoros Giannakopoulos, Stavros J. Perantonis
2018	B	`conf`	Comparison of Optimized Mathematical Methods in the Improvement of Raster Data and Map Display Resolution of Sentinel-2 Images. ICIP Emmanuel Bratsolis, Antigoni Panagiotopoulou, Marianthi Stefouli, Eleni Charou, Nicholas Madamopoulos, Stavros J. Perantonis
2018	—	`conf`	Deep learned features for image retrieval. SETN Evangelos Mitsianis, Evaggelos Spyrou, Theodore Giannakopoulos, Stavros Niafas, Stavros J. Perantonis
2017	J	`jnl`	Exploiting social media information toward a context-aware recommendation system. Soc. Netw. Anal. Min. Michalis Korakakis, Evaggelos Spyrou, Phivos Mylonas, Stavros J. Perantonis
2016	—	`conf`	Fusing active orientation models and mid-term audio features for automatic depression estimation. PETRA Christos Smailis, Nikolaos Sarafianos, Theodoros Giannakopoulos, Stavros J. Perantonis
2015	—	`conf`	A dynamic model for environmentally safe shipping through the Aegean Sea. IISA Ioanna A. Koromila, Zoe Nivolianitou, Theodoros Giannakopoulos, Stavros J. Perantonis, Eleni Charou, Sotirios Gyftakis
2015	—	`conf`	A maritime data analytics platform for policy recommendation. IISA Sotirios Gyftakis, Theodoros Giannakopoulos, Angelos Makrygiorgos, Eleni Charou, Stavros J. Perantonis, Ioanna A. Koromila, Zoe Nivolianitou
2015	—	`conf`	Accelerating multi-objective ship routing using a novel grid structure and a simple heuristic. IISA Angelos Makrygiorgos, Ioannis A. Vetsikas, Stavros J. Perantonis
2015	—	`conf`	Automatic soundscape quality estimation using audio analysis. PETRA Theodoros Giannakopoulos, Giorgos Siantikos, Stavros J. Perantonis, Nefta-Eleftheria Votsi, John Pantis
2015	J	`jnl`	Improved Jacobian Eigen-Analysis Scheme for Accelerating Learning in Feedforward Neural Networks. Cogn. Comput. Nikolaos Ampazis, Stavros J. Perantonis, Dimosthenis Drivaliaris
2015	—	`conf`	Use of Sentinel-1 data for Maritime Domain Awareness: Preliminary results. IISA Eleni Charou, Emmanuel Bratsolis, Sotirios Gyftakis, Theodoros Giannakopoulos, Stavros J. Perantonis
2015	C	`conf`	Visual sentiment analysis for brand monitoring enhancement. ISPA Theodoros Giannakopoulos, Michalis Papakostas, Stavros J. Perantonis, Vangelis Karkaletsis
2014	—	`conf`	AMINESS: a platform for environmentally safe shipping. PETRA Theodoros Giannakopoulos, Ioannis A. Vetsikas, Ioanna A. Koromila, Vangelis Karkaletsis, Stavros J. Perantonis
2014	—	`conf`	Clothes Change Detection Using the Kinect Sensor. SIGMAP Dimitris Sgouropoulos, Theodoros Giannakopoulos, Sergios Petridis, Stavros J. Perantonis, Antonis Korakis
2014	—	`conf`	Detection of Clothes Change Fusing Color, Texture, Edge and Depth Information. ICETE (Selected Papers) Dimitrios Sgouropoulos, Theodoros Giannakopoulos, Giorgos Siantikos, Evaggelos Spyrou, Stavros J. Perantonis
2014	J	`jnl`	Efficient skew detection of printed document images based on novel combination of enhanced profiles. Int. J. Document Anal. Recognit. A. Papandreou, Basilios Gatos, Stavros J. Perantonis, I. Gerardis
2014	—	`conf`	H-DocPro: a document image processing platform for historical documents. DATeCH Basilis Gatos, Nikolaos Stamatopoulos, Georgios Louloudis, Stavros J. Perantonis
2014	—	`ed.`	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. AI-AM/NetMed@ECAI Constantine D. Spyropoulos, Aldo Franco Dragoni, Stavros J. Perantonis, Paolo Sernani
2014	—	`conf`	Realtime depression estimation using mid-term audio features. AI-AM/NetMed@ECAI Theodoros Giannakopoulos, Christos Smailis, Stavros J. Perantonis, Constantine D. Spyropoulos
2013	J	`jnl`	An Efficient Constrained Learning Algorithm for Stable 2D IIR Filter Factorization. Adv. Artif. Neural Syst. Nicholas Ampazis, Stavros J. Perantonis
2013	J	`jnl`	Bag of spatio-visual words for context inference in scene classification. Pattern Recognit. Anastasia Bolovinou, Ioannis Pratikakis, Stavros J. Perantonis
2012	—	`conf`	Hand Shape and 3D Pose Estimation Using Depth Data from a Single Cluttered Frame. ISVC (1) Paul Doliotis, Vassilis Athitsos, Dimitrios I. Kosmopoulos, Stavros J. Perantonis
2011	J	`jnl`	A hierarchical feature fusion framework for adaptive visual tracking. Image Vis. Comput. Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis
2011	J	`jnl`	Goal-Oriented Rectification of Camera-Based Document Images. IEEE Trans. Image Process. Nikolaos Stamatopoulos, Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis
2011	J	`jnl`	Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies. Expert Syst. Appl. Thanassis Perperis, Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Sofia Tsekeridou, Stavros J. Perantonis, Sergios Theodoridis
2011	—	`ch.`	Semantics Extraction from Images. Knowledge-Driven Multimedia Information Extraction and Ontology Evolution Ioannis Pratikakis, Anastasia Bolovinou, Basilios Gatos, Stavros J. Perantonis
2010	J	`jnl`	3D articulated object retrieval using a graph-based representation. Vis. Comput. Alexander Agathos, Ioannis Pratikakis, Panagiotis Papadakis, Stavros J. Perantonis, Phillip N. Azariadis, Nickolas S. Sapidis
2010	—	`conf`	A Multi-class Method for Detecting Audio Events in News Broadcasts. SETN Sergios Petridis, Theodoros Giannakopoulos, Stavros J. Perantonis
2010	C	`conf`	Allen's Hourglass: Probabilistic Treatment of Interval Relations. TIME Sergios Petridis, Georgios Paliouras, Stavros J. Perantonis
2010	—	`ed.`	Artificial Intelligence: Theories, Models and Applications, 6th Hellenic Conference on AI, SETN 2010, Athens, Greece, May 4-7, 2010. Proceedings SETN Stasinos Konstantopoulos, Stavros J. Perantonis, Vangelis Karkaletsis, Constantine D. Spyropoulos, George A. Vouros
2010	—	`conf`	Audio-Visual Fusion for Detecting Violent Scenes in Videos. SETN Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis
2010	B	`conf`	Automatic unsupervised parameter selection for character segmentation. Document Analysis Systems Georgios Vamvakas, Nikolaos Stamatopoulos, Basilios Gatos, Stavros J. Perantonis
2010	J	`jnl`	Handwritten character recognition through two-stage foreground sub-sampling. Pattern Recognit. Georgios Vamvakas, Basilios Gatos, Stavros J. Perantonis
2010	J	`jnl`	PANORAMA: A 3D Shape Descriptor Based on Panoramic Views for Unsupervised 3D Object Retrieval. Int. J. Comput. Vis. Panagiotis Papadakis, Ioannis Pratikakis, Theoharis Theoharis, Stavros J. Perantonis
2010	J	`jnl`	Protrusion-oriented 3D mesh segmentation. Vis. Comput. Alexander Agathos, Ioannis Pratikakis, Stavros J. Perantonis, Nickolas S. Sapidis
2010	—	`conf`	User-driven recognition of audio events in news videos. SMAP Theodoros Giannakopoulos, Sergios Petridis, Stavros J. Perantonis
2009	A	`conf`	A Novel Feature Extraction and Classification Methodology for the Recognition of Historical Documents. ICDAR Georgios Vamvakas, Basilios Gatos, Stavros J. Perantonis
2009	J	`jnl`	A method for combining complementary techniques for document image segmentation. Pattern Recognit. Nikolaos Stamatopoulos, Basilios Gatos, Stavros J. Perantonis
2009	J	`jnl`	Detecting abnormal human behaviour using multiple cameras. Signal Process. Panagiota Antonakaki, Dimitrios I. Kosmopoulos, Stavros J. Perantonis
2009	—	`conf`	Retrieval of 3D Articulated Objects Using a Graph-based Representation. 3DOR@Eurographics Alexander Agathos, Ioannis Pratikakis, Panagiotis Papadakis, Stavros J. Perantonis, Phillip N. Azariadis, Nickolas S. Sapidis
2008	—	`ed.`	1st Eurographics Workshop on 3D Object Retrieval, 3DOR@Eurographis 2008, Hersonissos, Crete, Greece, April 15, 2008 3DOR@Eurographics Stavros J. Perantonis, Nickolas S. Sapidis, Michela Spagnuolo, Daniel Thalmann
2008	—	`conf`	3D Object Retrieval using an Efficient and Compact Hybrid Shape Descriptor . 3DOR@Eurographics Panagiotis Papadakis, Ioannis Pratikakis, Theoharis Theoharis, Georgios Passalis, Stavros J. Perantonis
2008	B	`conf`	A Complete Optical Character Recognition Methodology for Historical Documents. Document Analysis Systems Georgios Vamvakas, Basilios Gatos, Nikolaos Stamatopoulos, Stavros J. Perantonis
2008	B	`conf`	A Two-Step Dewarping of Camera Document Images. Document Analysis Systems Nikolaos Stamatopoulos, Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis
2008	—	`conf`	CIL3D: a content-based 3D model search engine. DIMEA Panagiotis Papadakis, Ioannis Pratikakis, Stavros J. Perantonis, Theoharis Theoharis
2008	B	`conf`	Efficient Binarization of Historical and Degraded Document Images. Document Analysis Systems Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis
2008	—	`conf`	Human Behavior Classification Using Multiple Views. SETN Dimitrios I. Kosmopoulos, Panagiota Antonakaki, Konstandinos Valasoulis, Anastasios L. Kesidis, Stavros J. Perantonis
2008	B	`conf`	Improved document image binarization by using a combination of multiple binarization techniques and adapted edge information. ICPR Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis
2008	B	`conf`	Keyword Matching in Historical Machine-Printed Documents Using Synthetic Data, Word Portions and Dynamic Time Warping. Document Analysis Systems Thomas Konidaris, Basilios Gatos, Stavros J. Perantonis, Anastasios L. Kesidis
2008	—	`conf`	Modeling the Effects of Dopamine on the Antisaccade Reaction Times (aSRT) of Schizophrenia Patients. ICANN (2) Ioannis Kahramanoglou, Stavros J. Perantonis, Nikolaos Smyrnis, Ioannis Evdokimidis, Vassilis Cutsuridis
2008	—	`conf`	SHREC'08 entry: 2D/3D hybrid. Shape Modeling International Panagiotis Papadakis, Ioannis Pratikakis, Stavros J. Perantonis, Theoharis Theoharis, Georgios Passalis
2007	J	`jnl`	A biophysical neural accumulator model of decision making in an antisaccade task. Neurocomputing Vassilis Cutsuridis, Ioannis Kahramanoglou, Nikolaos Smyrnis, Ioannis Evdokimidis, Stavros J. Perantonis
2007	J	`jnl`	A neural model of decision-making by the superior colicullus in an antisaccade task. Neural Networks Vassilis Cutsuridis, Nikolaos Smyrnis, Ioannis Evdokimidis, Stavros J. Perantonis
2007	J	`jnl`	An old greek handwritten OCR system based on an efficient segmentation-free approach. Int. J. Document Anal. Recognit. Kostas Ntzios, Basilios Gatos, Ioannis Pratikakis, Thomas Konidaris, Stavros J. Perantonis
2007	J	`jnl`	Efficient 3D shape matching and retrieval using a concrete radialized spherical projection representation. Pattern Recognit. Panagiotis Papadakis, Ioannis Pratikakis, Stavros J. Perantonis, Theoharis Theoharis
2007	—	`conf`	Hierarchical Feature Fusion for Visual Tracking. ICIP (6) Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis
2007	J	`jnl`	Keyword-guided word spotting in historical printed documents using synthetic data and user feedback. Int. J. Document Anal. Recognit. Thomas Konidaris, Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Theodoridis, Stavros J. Perantonis
2007	Misc	`conf`	On the use of spatial relations between objects for image classification. AIAI Nicolas Tsapatsoulis, Sergios Petridis, Stavros J. Perantonis
2007	—	`ed.`	Proceedings of the 1st International Workshop on Knowledge Acquisition from Multimedia Content KAMC'07, Genoa, Italy, December 5, 2007 KAMC Tobias Bürger, Stamatia Dasiopoulou, Christian Eckes, Stavros J. Perantonis, John Pereira, Vassilis Tzouvaras
2007	—	`conf`	e-Medi: A Web-based e-Training Platform for Breast Imaging. WEBIST (3) Ioannis Pratikakis, Vassilis Virvilis, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, A. Damianakis, D. Tsatsos
2006	—	`conf`	A Holistic Methodology for Keyword Search in Historical Typewritten Documents. SETN Basilios Gatos, Thomas Konidaris, Ioannis Pratikakis, Stavros J. Perantonis
2006	J	`jnl`	A neural network model of Parkinson's disease bradykinesia. Neural Networks Vassilis Cutsuridis, Stavros J. Perantonis
2006	J	`jnl`	Adaptive degraded document image binarization. Pattern Recognit. Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis
2006	J	`jnl`	An efficient segmentation-free approach to assist old Greek handwritten manuscript OCR. Pattern Anal. Appl. Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Petridis, Thomas Konidaris, Stavros J. Perantonis
2006	—	`conf`	Hybrid Off-Line Cursive Handwriting Word Recognition. ICPR (2) Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis
2006	—	`conf`	IIT / NCSR "Demokritos" at TRECVID 2006: Shot Boundary Detection. TRECVID Ioannis Pratikakis, I. Dounis, Basilios Gatos, Stavros J. Perantonis
2006	Misc	`conf`	Knowledge Acquisition from Multimedia Content using an Evolution Framework. AIAI Dimitrios I. Kosmopoulos, Sergios Petridis, Ioannis Pratikakis, V. Gatos, Stavros J. Perantonis, Vangelis Karkaletsis, Georgios Paliouras
2005	—	`conf`	A Biophysical Model of Decision Making in an Antisaccade Task Through Variable Climbing Activity. ICANN (1) Vassilis Cutsuridis, Ioannis Kahramanoglou, Stavros J. Perantonis, Ioannis Evdokimidis, Nikolaos Smyrnis
2005	A	`conf`	A Segmentation-free Approach for Keyword Search in Historical Typewritten Documents. ICDAR Basilios Gatos, Thomas Konidaris, Kostas Ntzios, Ioannis Pratikakis, Stavros J. Perantonis
2005	A	`conf`	An Old Greek Handwritten OCR System. ICDAR Kostas Ntzios, Basilios Gatos, Ioannis Pratikakis, Thomas Konidaris, Stavros J. Perantonis
2005	—	`conf`	Automatic Table Detection in Document Images. ICAPR (1) Basilios Gatos, Dimitrios Danatsas, Ioannis Pratikakis, Stavros J. Perantonis
2005	C	`conf`	Watershed-Driven Region-Based Image Retrieval. ISMM Ioannis Pratikakis, Iris Vanhamel, Hichem Sahli, Basilios Gatos, Stavros J. Perantonis
2004	B	`conf`	A Segmentation-Free Recognition Technique to Assist Old Greek Handwritten Manuscript OCR. Document Analysis Systems Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Petridis, Thomas Konidaris, Stavros J. Perantonis
2004	B	`conf`	An Adaptive Binarization Technique for Low Quality Historical Documents. Document Analysis Systems Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis
2004	J	`jnl`	Fast Implementation Of Morphological Operations Using Binary Image Block Decomposition. Int. J. Image Graph. Basilios Gatos, Stavros J. Perantonis, Nikos Papamarkos, Ioannis Andreadis
2004	—	`conf`	Feature Deforming for Improved Similarity-Based Learning. SETN Sergios Petridis, Stavros J. Perantonis
2004	J	`jnl`	LSISOM - A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections. Neural Process. Lett. Nikolaos Ampazis, Stavros J. Perantonis
2004	—	`conf`	Locating Text in Historical Collection Manuscripts. SETN Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis
2004	J	`jnl`	On the relation between discriminant analysis and mutual information for supervised linear feature extraction. Pattern Recognit. Sergios Petridis, Stavros J. Perantonis
2004	—	`conf`	Text Area Identification in Web Images. SETN Stavros J. Perantonis, Basilios Gatos, Vassilios Maragos, Vangelis Karkaletsis, Georgios Petasis
2004	—	`conf`	Unsupervised Region-Based Image Retrieval. EWIMT Ioannis Pratikakis, Z. Efremedis, Basilios Gatos, Stavros J. Perantonis, Iris Vanhamel, Hichem Sahli
2002	—	`conf`	Symbolic and Neural Learning of Named-Entity Recognition and Classification Systems in Two Languages. Advances in Computational Intelligence and Learning Georgios Petasis, Sergios Petridis, Georgios Paliouras, Vangelis Karkaletsis, Stavros J. Perantonis, Constantine D. Spyropoulos
2002	J	`jnl`	Two highly efficient second-order algorithms for training feedforward networks. IEEE Trans. Neural Networks Nikolaos Ampazis, Stavros J. Perantonis
2001	J	`jnl`	A dynamical model for the analysis and acceleration of learning in feedforward networks. Neural Networks Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor
2001	—	`conf`	Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications. Machine Learning and Its Applications Nikolaos Vassilas, Elias Kalapanidas, Nikolaos M. Avouris, Stavros J. Perantonis
2000	J	`jnl`	A Learning Framework for Neural Networks Using Constrained Optimization Methods. Ann. Oper. Res. Stavros J. Perantonis, Nikolaos Ampazis, Vassilis Virvilis
2000	J	`jnl`	Automatic page analysis for the creation of a digital library from newspaper archives. Int. J. Digit. Libr. Basilios Gatos, S. L. Mantzaris, Stavros J. Perantonis, Andreas Tsigris
2000	J	`jnl`	Efficient perceptron learning using constrained steepest descent. Neural Networks Stavros J. Perantonis, Vassilis Virvilis
2000	—	`conf`	Levenberg-Marquardt Algorithm with Adaptive Momentum for the Efficient Training of Feedforward Networks. IJCNN (1) Nikolaos Ampazis, Stavros J. Perantonis
2000	—	`conf`	Linking article parts for the creation of newspaper digital library. RIAO S. L. Mantzaris, Basilios Gatos, N. Gouraros, Stavros J. Perantonis
2000	B	`conf`	Supervised Principal Component Analysis Using a Smooth Classifier Paradigm. ICPR Stavros J. Perantonis, Sergios Petridis, Vassilis Virvilis
2000	—	`conf`	The Role of Multiple, Linear-Projection Based Visualization Techniques in RBF-Based Classification of High Dimensional Data. IJCNN (3) Adrian K. Agogino, Joydeep Ghosh, Stavros J. Perantonis, Vassilis Virvilis, Sergios Petridis, Paulo J. G. Lisboa
2000	—	`conf`	Training Feedforward Neural Networks with the Dogleg Method and BFGS Hessian Updates. IJCNN (1) Stavros J. Perantonis, Nikolaos Ampazis, S. Spirou
1999	B	`conf`	Acceleration of learning in feedforward networks using dynamical systems analysis and matrix perturbation theory. IJCNN Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor
1999	J	`jnl`	Block decomposition and segmentation for fast Hough transform evaluation. Pattern Recognit. Stavros J. Perantonis, Basilios Gatos, Nikos Papamarkos
1999	B	`conf`	Dimensionality reduction using a novel neural network based feature extraction method. IJCNN Stavros J. Perantonis, Vassilis Virvilis
1999	J	`jnl`	Dynamics of multilayer networks in the vicinity of temporary minima. Neural Networks Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor
1999	J	`jnl`	Input Feature Extraction for Multilayered Perceptrons Using Supervised Principal Component Analysis. Neural Process. Lett. Stavros J. Perantonis, Vassilis Virvilis
1999	A	`conf`	Integrated Algorithms for Newspaper Page Decomposition and Article Tracking. ICDAR Basilios Gatos, S. L. Mantzaris, Konstantinos Chandrinos, Andreas Tsigris, Stavros J. Perantonis
1998	—	`conf`	A New Method for Segmenting Newspaper Articles. ECDL Basilios Gatos, N. Gouraros, S. L. Mantzaris, Stavros J. Perantonis, Andreas Tsigris, P. Tzavelis, Nikolaos Vassilas
1998	J	`jnl`	Constrained Learning in Neural Networks: Application to Stable Factorization of 2-D Polynomials. Neural Process. Lett. Stavros J. Perantonis, Nikolaos Ampazis, Stavros Varoufakis, George Antoniou
1996	—	`conf`	Image segmentation and linear feature identification using rectangular block decomposition. ICECS Stavros J. Perantonis, Basilis Gatos, Nikos Papamarkos
1996	—	`conf`	Tracking endocardial border motion in ultrasonic images by using neural networks and ARIMA modelling techniques. ICNN Stavros J. Perantonis, Dimitris A. Karras
1995	J	`jnl`	An efficient constrained learning algorithm with momentum acceleration. Neural Networks Stavros J. Perantonis, Dimitris A. Karras
1995	J	`jnl`	An efficient constrained training algorithm for feedforward networks. IEEE Trans. Neural Networks Dimitris A. Karras, Stavros J. Perantonis
1992	J	`jnl`	Translation, rotation, and scale invariant pattern recognition by high-order neural networks and moment classifiers. IEEE Trans. Neural Networks Stavros J. Perantonis, Paulo J. G. Lisboa