Search results for "self-organising maps"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	S. Wang	Application of self-organising maps for data mining with incomplete data sets.	Neural Computing and Applications	2003	DBLP DOI BibTeX RDF	Fuzzy clustering, Self-organising maps, Incomplete data
2	Philip Prentis, Mats Sjöberg, Markus Koskela, Jorma Laaksonen	Image Theft Detection with Self-Organising Maps.	ICANN	2009	DBLP DOI BibTeX RDF	Image theft detection, TS-SOM, PicSOM, image retrieval, self-organising maps
2	Oles Hodych, Kostiantyn Hushchyn, Yuri Shcherbyna, Iouri Nikolski, Volodymyr Pasichnyk	SOM-Based Dynamic Image Segmentation for Sign Language Training Simulator.	UNISCON	2009	DBLP DOI BibTeX RDF	image segmentation, self-organising maps
2	Kevin I. Hynna, Mauri Kaipainen	Activation-Based Recursive Self-Organising Maps: A General Formulation and Empirical Results.	Neural Processing Letters	2006	DBLP DOI BibTeX RDF	representing context, sequential order, self-organizing maps, recurrent neural networks, recursive algorithms
2	Arthur L. Hsu, Saman K. Halgamuge	Semi-supervised Learning of Dynamic Self-Organising Maps.	ICONIP	2006	DBLP DOI BibTeX RDF
2	Gunther Heidemann, Holger Bekel, Ingo Bax, Axel Saalbach	Hand Gesture Recognition: Self-Organising Maps as a Graphical User Interface for the Partitioning of Large Training Data Sets.	ICPR	2004	DBLP DOI BibTeX RDF
2	Emilio Corchado, Colin Fyfe	Relevance and Kernel Self-Organising Maps.	ICANN	2003	DBLP DOI BibTeX RDF
2	Emilio Corchado, Colin Fyfe	Progressive Concept Formation in Self-Organising Maps.	IWANN	2003	DBLP DOI BibTeX RDF
2	Pedro J. Ponce de León, José Manuel Iñesta Quereda	Musical Style Classification from Symbolic Data: A Two-Styles Case Study.	CMMR	2003	DBLP DOI BibTeX RDF	nearest neighbours (k-NN), feature selection, music information retrieval, bayesian classifier, self-organising maps
2	Manuel Rubio, Victor Giménez	New methods for self-organising map visual analysis.	Neural Computing and Applications	2003	DBLP DOI BibTeX RDF	Data mining, Interpolation, Multidimensional scaling, Exploratory data analysis, Self-organising maps
2	Cosimo Distante, Pietro Siciliano, Krishna C. Persaud	Dynamic Cluster Recognition with Multiple Self-Organising Maps.	Pattern Anal. Appl.	2002	DBLP DOI BibTeX RDF	Drift counteraction, mSom, Odour recognition, Polymer gas sensors, Polymer gas sensors, Electronic nose
2	Yrjö Hiltunen, Mika Lappalainen	Automated Personalisation of Internet Users Using Self-Organising Maps.	IDEAL	2002	DBLP DOI BibTeX RDF
2	Richard T. Freeman, Hujun Yin	Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information.	IDEAL	2002	DBLP DOI BibTeX RDF
2	Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja	Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval.	Pattern Anal. Appl.	2001	DBLP BibTeX RDF	Content-Based Image Retrienal (CBIR), Unannotated image databases, Neural networks, Relevance feedback, Self-Organizing Map (SOM), Multi-dimensional indexing
1	José David Martín-Guerrero, Daniele Marcelli, Emilio Soria-Olivas, Flavio Mari, José María Martínez-Martínez, Isabel Soley Bech, Marcelino Martínez-Sober, Laura Scatizzi, Juan Gómez-Sanchís, Andrea Stopper, Antonio J. Serrano-López, Emanuele Gatti	Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Piotr Plonski, Krzysztof Zaremba	Improving Performance of Self-Organising Maps with Distance Metric Learning Method.	ICAISC	2012	DBLP DOI BibTeX RDF
1	Domenico Fraccalvieri, Alessandro Pandini, Fabio Stella, Laura Bonati	Conformational and functional analysis of molecular dynamics trajectories by Self-Organising Maps.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	David Paul Kaye, Ioannis P. Ivrissimtzis	Memory Efficient Surface Reconstruction Based on Self Organising Maps.	TPCG	2011	DBLP DOI BibTeX RDF
1	Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola	Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods.	ICANNGA	2011	DBLP DOI BibTeX RDF
1	Rudolf Mayer	Analysing the Similarity of Album Art with Self-Organising Maps.	WSOM	2011	DBLP DOI BibTeX RDF
1	Rudolf Mayer, Andreas Rauber	On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps.	WSOM	2011	DBLP DOI BibTeX RDF
1	Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Sebastian Bremm, Daniel A. Keim, Tatiana von Landesberger, Christian Pölitz, Tobias Schreck	A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage.	J. Location Based Services	2010	DBLP DOI BibTeX RDF
1	Peter Lamb, Roger Bartlett, Anthony Robins	Self-Organising Maps: An Objective Method for Clustering Complex Human Movement.	Int. J. Comp. Sci. Sport	2010	DBLP BibTeX RDF
1	Rudolf Mayer, Andreas Rauber	Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees.	ICANN	2010	DBLP DOI BibTeX RDF
1	Anne O. Mus	Inversion of Many-to-one Mappings Using Self-Organising Maps.	ICONIP	2010	DBLP DOI BibTeX RDF
1	Subana Shanmuganathan, Philip Sallis, Ajit Narayanan	Data Mining Techniques for Modelling the Influence of Daily Extreme Weather Conditions on Grapevine, Wine Quality and Perennial Crop Yield.	CICSyN	2010	DBLP DOI BibTeX RDF	?2 test method, decision tree, self-organising maps
1	Leif E. Peterson, Kirill V. Larin	Image classification of artificial fingerprints using Gabor wavelet filters, self-organising maps and Hermite/Laguerre neural networks.	IJKESDP	2009	DBLP DOI BibTeX RDF
1	Miguel Segui Prieto, Alastair R. Allen	Using self-organising maps in the detection and recognition of road signs.	Image Vision Comput.	2009	DBLP DOI BibTeX RDF
1	Arthur L. Hsu, Isaam Saeed, Saman K. Halgamuge	Dynamic Self-Organising Maps: Theory, Methods and Applications.	Foundations of Computational Intelligence	2009	DBLP DOI BibTeX RDF
1	Jyri Saarikoski, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola	On Document Classification with Self-Organising Maps.	ICANNGA	2009	DBLP DOI BibTeX RDF
1	Rudolf Mayer, Robert Neumayer, Doris Baum, Andreas Rauber	Analytic Comparison of Self-Organising Maps.	WSOM	2009	DBLP DOI BibTeX RDF
1	Chon-Kit Kenneth Chan, Saman K. Halgamuge	Investigation of Average Mutual Information for Species Separation Using GSOM.	FGIT	2009	DBLP DOI BibTeX RDF	GSOM, Species Separation, Prokaryotic Sequences, AMI
1	Maciej Grzenda	SOM-Based Selection of Monitored Consumers for Demand Prediction.	IDEAL	2009	DBLP DOI BibTeX RDF
1	Maciej Grzenda, Bohdan Macukow	Heat Consumption Prediction with Multiple Hybrid Models.	IWANN	2009	DBLP DOI BibTeX RDF
1	Thomas P. Trappenberg, Pitoyo Hartono, Douglas Rasmusson	Top-Down Control of Learning in Biological Self-Organizing Maps.	WSOM	2009	DBLP DOI BibTeX RDF
1	Chihli Hung	A constrained neural learning rule for eliminating the border effect in online self-organising maps.	Connect. Sci.	2008	DBLP DOI BibTeX RDF
1	Hujun Yin	On multidimensional scaling and the embedding of self-organising maps.	Neural Networks	2008	DBLP DOI BibTeX RDF
1	Christian W. Frey	Prozessdiagnose und Monitoring feldbusbasierter Automatisierungsanlagen mittels selbstorganisierender Karten und Watershed-Transformation (Process Diagnosis and Monitoring of Field Bus based Automation Systems Using Self-Organising Maps and Watershed Transformations).	Automatisierungstechnik	2008	DBLP DOI BibTeX RDF
1	Mincheol Yoon, Ioannis P. Ivrissimtzis, Seungyong Lee	Self-Organising Maps for Implicit Surface Reconstruction.	TPCG	2008	DBLP DOI BibTeX RDF
1	Ron Wehrens	Self-Organising Maps for Image Segmentation.	GfKl	2008	DBLP DOI BibTeX RDF
1	Ashley George, Adetokunbo Makanju, A. Nur Zincir-Heywood, Evangelos E. Milios	Information Retrieval in Network Administration.	CNSR	2008	DBLP DOI BibTeX RDF	information retrieval, document clustering, self organising maps, experience management
1	José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo	Learning and Comparing Trajectories with a GNG-Based Architecture.	DCAI	2008	DBLP DOI BibTeX RDF	Delaunay Triangulation, trajectories, Hausdorff distance, Self-organising maps, topology preservation, topologic maps
1	José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo	Hybrid GNG Architecture Learns Features in Images.	HAIS	2008	DBLP DOI BibTeX RDF	Delaunay Triangulation, thresholds, data clustering, Self-organising maps, topology preservation, topologic maps
1	Hujun Yin, Stefano Panzeri, Zareen Mehboob, Mathew E. Diamond	Decoding Population Neuronal Responses by Topological Clustering.	ICANN	2008	DBLP DOI BibTeX RDF	barrel cortex, clustering, mutual information, self-organising maps, Spike trains
1	Khurshid Ahmad, Chaoxin Zheng, Colm Kearney	A Hierarchical Self-organised Classification of 'Multinational' Corporations.	IDEAL	2008	DBLP DOI BibTeX RDF	Hierarchical Self Organising Maps, Multinational Corporations
1	Nicolau Gonçalves, Janne Nikkilä, Ricardo Vigário	Partial Clustering for Tissue Segmentation in MRI.	ICONIP	2008	DBLP DOI BibTeX RDF
1	Bruno Baruque, Emilio Corchado, Jordi Rovira, Javier Gonzalez	Application of Topology Preserving Ensembles for Sensory Assessment in the Food Industry.	IDEAL	2008	DBLP DOI BibTeX RDF
1	Zeshan Kurd, Tim P. Kelly	Using fuzzy self-organising maps for safety critical systems.	Rel. Eng. & Sys. Safety	2007	DBLP DOI BibTeX RDF
1	Aapo Lansiluoto	Suitability of self-organising maps for analysing a macro-environment an empirical field survey.	IJBIS	2007	DBLP DOI BibTeX RDF
1	Joel I. Deichmann, Abdolreza Eshghi, Dominique Haughton, Sam Woolford, Selin Sayek	Measuring the international digital divide: an application of Kohonen self-organising maps.	IJKL	2007	DBLP DOI BibTeX RDF
1	Rudolf Mayer, Taha Abdel Aziz, Andreas Rauber	Visualising Class Distribution on Self-organising Maps.	ICANN	2007	DBLP DOI BibTeX RDF
1	Robert Neumayer, Rudolf Mayer, Georg Pölzlbauer, Andreas Rauber	The Metro Visualisation of Component Planes for Self-Organising Maps.	IJCNN	2007	DBLP DOI BibTeX RDF
1	José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo	Learning Topologic Maps with Growing Neural Gas.	KES	2007	DBLP DOI BibTeX RDF	computational geometry, robot navigation, Self-organising maps, topology preservation, topologic maps
1	Chon-Kit Kenneth Chan, Arthur L. Hsu, Sen-Lin Tang, Saman K. Halgamuge	A Method for Evaluating Quality of Clustering DNA Fragments Encoded in Different Nucleotide Frequencies.	FBIT	2007	DBLP DOI BibTeX RDF
1	Jan Steffen, Robert Haschke, Helge Ritter	Experience-based and tactile-driven dynamic grasp control.	IROS	2007	DBLP DOI BibTeX RDF
1	Ricardas Laukaitis, Algirdas Laukaitis	Natural Language Processing and the Conceptual Model Self-organizing Map.	NLDB	2007	DBLP DOI BibTeX RDF	information systems natural language interfaces, natural language processing, self-organizing maps, Conceptual modeling
1	Hujun Yin	On the equivalence between kernel self-organising maps and self-organising mixture density networks.	Neural Networks	2006	DBLP DOI BibTeX RDF
1	James Malone, Kenneth McGarry, Stefan Wermter, Chris Bowerman	Data mining using rule extraction from Kohonen self-organising maps.	Neural Computing and Applications	2006	DBLP DOI BibTeX RDF	Kohonen self-organising Map, Data mining, Knowledge discovery, Rule extraction
1	Marie Cottrell, Michel Verleysen	Advances in Self Organising Maps	CoRR	2006	DBLP BibTeX RDF
1	K. W. Lau, H. Yin, S. Hubbard	Kernel self-organising maps for classification.	Neurocomputing	2006	DBLP DOI BibTeX RDF
1	He Ni, Hujun Yin	Recurrent Self-Organising Maps and Local Support Vector Machine Models for Exchange Rate Prediction.	ISNN	2006	DBLP DOI BibTeX RDF
1	Yu Zheng Zhai, Arthur L. Hsu, Saman K. Halgamuge	Scalable Dynamic Self-Organising Maps for Mining Massive Textual Data.	ICONIP	2006	DBLP DOI BibTeX RDF
1	Surapa Thiemjarus, Benny P. L. Lo, Guang-Zhong Yang	A Spatio-Temporal Architecture for Context Aware Sensing.	BSN	2006	DBLP DOI BibTeX RDF	context aware sensing, STSOM, SOM, body sensor networks, self-organising maps
1	Iain Miller, Stephen McGlinchey, Benoit Chaperot	Anomaly Detection in Magnetic Motion Capture using a 2-Layer SOM network.	CIG	2006	DBLP DOI BibTeX RDF
1	Francesca Trentini, Markus Hagenbuchner, Alessandro Sperduti, Franco Scarselli	A Self-Organising Map Approach for Clustering of XML Documents.	IJCNN	2006	DBLP DOI BibTeX RDF
1	Huilin Ye	Multi-level Document Classifications with Self-organising Maps.	IDEAL	2005	DBLP DOI BibTeX RDF
1	Thorsten Twellmann, Oliver Lichte, Axel Saalbach, Axel Wismüller, Tim W. Nattkemper	An Adaptive Extended Colour Scale for Comparison of Pseudo Colouring Techniques for DCE-MRI Data.	Bildverarbeitung für die Medizin	2005	DBLP DOI BibTeX RDF
1	Mikhail Prokopenko, Peter Wang, Andrew Scott, Vadim Gerasimov, Nigel Hoschke, Don Price	On Self-organising Diagnostics in Impact Sensing Networks.	KES	2005	DBLP DOI BibTeX RDF
1	Kaustubh Chokshi, Stefan Wermter, Christo Panchev, Kevin Burn	Image Invariant Robot Navigation Based on Self Organising Neural Place Codes.	Biomimetic Neural Learning for Intelligent Robots	2005	DBLP DOI BibTeX RDF
1	Lalinka de Campos Teixeira Gomes, Fernando J. Von Zuben, Pablo Moscato	A proposal for direct-ordering gene expression data by self-organising maps.	Appl. Soft Comput.	2004	DBLP DOI BibTeX RDF
1	Damminda Alahakoon	Controlling the spread of dynamic self-organising maps.	Neural Computing and Applications	2004	DBLP DOI BibTeX RDF
1	Ying Han, Emilio Corchado, Colin Fyfe	Forecasting using twinned principal curves and twinned self-organising maps.	Neurocomputing	2004	DBLP DOI BibTeX RDF
1	Emilio Corchado, Donald MacDonald, Colin Fyfe	Internet agents who structure concept formation using kernel self-organising maps.	Int. J. Web Eng. Technol.	2004	DBLP DOI BibTeX RDF
1	Zeshan Kurd, Tim Kelly	Using Fuzzy Self-Organising Maps for Safety Critical Systems.	SAFECOMP	2004	DBLP DOI BibTeX RDF
1	Zeshan Kurd, Tim P. Kelly, Jim Austin	Exploiting Safety Constraints in Fuzzy Self-organising Maps for Safety Critical Applications.	IDEAL	2004	DBLP DOI BibTeX RDF
1	Lisa Gralewski, Neill W. Campbell, Barry T. Thomas, Colin J. Dalton, David P. Gibson	Statistical synthesis of facial expressions for the portrayal of emotion.	GRAPHITE	2004	DBLP DOI BibTeX RDF	modelling, principal components analysis, emotion, synthesis, image based rendering, self organising maps
1	Rowena Chau, Chung-Hsing Yeh	Filtering multilingual Web content using fuzzy logic and self-organizing maps.	Neural Computing and Applications	2004	DBLP DOI BibTeX RDF	Fuzzy logic, Information filtering, Multilingual, Self-organising maps, Web-content mining
1	Guido Fioretti	The investment acceleration principle revisited by means of a neural network.	Neural Computing and Applications	2004	DBLP DOI BibTeX RDF	Accelerator, Self-organising maps (SOM), Investment
1	Carlos J. Gálvez-Fernández, Carlos Spínola, José M. Bonelo, F. J. Martín Tapia, Julio Vizoso	An approach to the analysis of thickness deviations in stainless steel coils based on self-organising map neural networks.	Neural Computing and Applications	2004	DBLP DOI BibTeX RDF	Data series analysis and clustering, Self-organising maps, Neural networks applications
1	Khurshid Ahmad, Bogdan Vrusias	Learning to Visualise High-Dimensional Data.	IV	2004	DBLP DOI BibTeX RDF
1	Rowena Chau, Chung-Hsing Yeh, Kate A. Smith	Personalized Multilingual Web Content Mining.	KES	2004	DBLP DOI BibTeX RDF
1	Arthur L. Hsu, Saman K. Halgamuge	Enhancement of topology preservation and hierarchical dynamic self-organising maps for data visualisation.	Int. J. Approx. Reasoning	2003	DBLP DOI BibTeX RDF
1	Anthony Brabazon, Ann McGonagle	Self-Organising Maps: Recognising Patterns of Corporate Underperformance.	IC-AI	2003	DBLP BibTeX RDF
1	Hiong Sen Tan	HLabelSOM: Automatic Labelling of Self Organising Maps toward Hierarchical Visualisation for Information Retrieval.	Australian Conference on Artificial Intelligence	2003	DBLP DOI BibTeX RDF
1	Emilio Corchado, Colin Fyfe	Initialising Self-Organising Maps.	IDEAL	2003	DBLP DOI BibTeX RDF
1	Juhani Pulkkinen, Mika Lappalainen, Anna-Maija Häkkinen, Nina Lundbom, Risto A. Kauppinen, Yrjö Hiltunen	Quantification of Human Brain Metabolites from In Vivo 1H NMR Magnitude Spectra Using Self-Organising Maps.	IDEAL	2003	DBLP DOI BibTeX RDF
1	Pedro J. Ponce de León, José Manuel Iñesta Quereda	Feature-Driven Recognition of Music Styles.	IbPRIA	2003	DBLP DOI BibTeX RDF	feature selection, Multimedia applications, self-organising maps, computer music, content-based information retrieval
1	Julia Handl, Joshua D. Knowles, Marco Dorigo	Strategies for the Increased Robustness of Ant-Based Clustering.	Engineering Self-Organising Systems	2003	DBLP DOI BibTeX RDF
1	Kaustubh Chokshi, Stefan Wermter, Cornelius Weber	Learning Localisation Based on Landmarks Using Self-Organisation.	ICANN	2003	DBLP DOI BibTeX RDF
1	Nigel M. Allinson, Hujun Yin, Klaus Obermayer	Introduction: new developments in self-organising maps.	Neural Networks	2002	DBLP DOI BibTeX RDF
1	H. M. Cartwright	Investigation of Structure - Biodegradability Relationships in Polychlorinated Biphenyls Using Self-Organising Maps.	Neural Computing and Applications	2002	DBLP DOI BibTeX RDF	Microbial degradation, Polychlorinated biphenyl, Artificial intelligence, Self-Organising Map, Remediation, Pollutant
1	James Hammerton	Learning to Segment Speech with Self-Organising Maps.	CLIN	2002	DBLP BibTeX RDF
1	Xiaozhe Wang, Kate A. Smith	Clustering Web User Interests Using Self Organising Maps.	HIS	2002	DBLP BibTeX RDF
1	Juhani Pulkkinen, Mika Lappalainen, Anna-Maija Häkkinen, Nina Lundbom, Risto A. Kauppinen, Yrjö Hiltunen	Application of Self-Organising Maps in Automated Chemical Shift Correction of In Vivo H MR Spectra.	IDEAL	2002	DBLP DOI BibTeX RDF
1	Eu-Gene Siew, Kate A. Smith, Leonid Churilov, Mohamed Ibrahim	A Neural Clustering Approach to Iso-Resource for Acute Healthcare in Australia.	HICSS	2002	DBLP DOI BibTeX RDF	Case Mix, DRG, Kohonen's Self Organising Maps, Clustering, Neural Network, knowledge generation
1	Khurshid Ahmad, Bogdan Vrusias, Anthony Ledford	Choosing Feature Sets for Training and Testing Self-Organising Maps: A Case Study.	Neural Computing and Applications	2001	DBLP DOI BibTeX RDF	Linear discriminant rule, SOFM, Training NN, Weirdness coefficient, Text classification, Automatic classification, Kohonen map
1	Ponnuthurai N. Suganthan	Pattern classification using multiple hierarchical overlapped self-organising maps.	Pattern Recognition	2001	DBLP DOI BibTeX RDF
1	Andreas Nürnberger, Aljoscha Klose	Interactive retrieval of multimedia objects based on self-organising maps.	EUSFLAT Conf.	2001	DBLP BibTeX RDF
1	Erich Schweighofer, Andreas Rauber, Michael Dittenbach	Improving the Quality of Labels for Self-Organising Maps Using Fine-Tuning.	DEXA Workshops	2001	DBLP BibTeX RDF
1	Guojian Cheng, Andreas Zell	Externally Growing Cell Structures for Data Evaluation of Chemical Gas Sensors.	Neural Computing and Applications	2001	DBLP DOI BibTeX RDF	Radial basis functions, Supervised learning, Self-organising maps, Growing cell structures