Reduced Multidimensional Co-Occurrence Histograms in Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Hierarchical Latent Variable Model for Data Visualization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Intrinsic Dimensionality Estimation With Optimally Topology Preserving Maps
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active Learning with Local Models
Neural Processing Letters
a qualitative-connectionist approach to Robotic Spatial Planning: the Peg-in-Hole case study
Spatial Cognition and Computation
On-line personalization of a touch screen based keyboard
Proceedings of the 8th international conference on Intelligent user interfaces
Data Visualization Method for Growing Self-Organizing Networks with Ant Clustering Algorithm
ECAL '01 Proceedings of the 6th European Conference on Advances in Artificial Life
Complex Situation Recognition on the Basis of Neural Networks in Shipboard Intelligence System
ICCS '02 Proceedings of the International Conference on Computational Science-Part III
parSOM: Using Parallelism to Overcome Memory Latency in Self-Organizing Neural Networks
HPCN Europe 2000 Proceedings of the 8th International Conference on High-Performance Computing and Networking
On Geometry and Transformation in Map-Like Information Visualization
Visual Interfaces to Digital Libraries [JCDL 2002 Workshop]
Evolution Strategy with Neighborhood Attraction Using a Neural Gas Approach
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Temporal Rule Discovery for Time-Series Satellite Images and Integration with RDB
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Some Notes on Twenty One (21) Nearest Prototype Classifiers
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
CONTEXT '99 Proceedings of the Second International and Interdisciplinary Conference on Modeling and Using Context
Learning to Assess from Pair-Wise Comparisons
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
A Neural Networks Based Approach for Fast Mining Characteristic Rules
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Features, Objects, and Other Things: Ontological Distinctions in the Geographic Domain
COSIT 2001 Proceedings of the International Conference on Spatial Information Theory: Foundations of Geographic Information Science
Retrieving News Stories from a News Integration Archive
ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology
Active Learning with Adaptive Grids
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Nonlinear Projection with the Isotop Method
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
An Effective Traveling Salesman Problem Solver Based on Self-Organizing Map
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Correlation Visualization of High Dimensional Data Using Topographic Maps
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Hierarchical Object Classification for Autonomous Mobile Robots
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Distance Matrix Based Clustering of the Self-Organizing Map
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
A Soft k-Segments Algorithm for Principal Curves
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Product Positioning Using Principles from the Self-Organizing Map
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Mining Dependence Structures from Statistical Learning Perspective
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
A Randomized Hypercolumn Model and Gesture Recognition
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Pattern Recognition by Invariant Reference Points
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Improving Generalization Ability of Self-Generating Neural Networks Through Ensemble Averaging
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
On Data Clustering Analysis: Scalability, Constraints, and Validation
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
The SOMLib Digital Library System
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
Automatically Analyzing and Organizing Music Archives
ECDL '01 Proceedings of the 5th European Conference on Research and Advanced Technology for Digital Libraries
Fast Interpolation Using Kohonen Self-Organizing Neural Networks
TCS '00 Proceedings of the International Conference IFIP on Theoretical Computer Science, Exploring New Frontiers of Theoretical Informatics
Evolving Objects: A General Purpose Evolutionary Computation Library
Selected Papers from the 5th European Conference on Artificial Evolution
An Adaptive Open Hypermedia System on the Web
AH '00 Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
KI '99 Proceedings of the 23rd Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence
Dynamic Pricing of Information Products Based on Reinforcement Learning: A Yield-Management Approach
KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
Axiom - A Modular Visual Object Retrieval System
KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
Dynamically Reconfigurable Hardware - A New Perspective for Neural Network Implementations
FPL '02 Proceedings of the Reconfigurable Computing Is Going Mainstream, 12th International Conference on Field-Programmable Logic and Applications
Learning Elements of Representations for Redescribing Robot Experiences
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
A Method for Temporal Knowledge Conversion
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Open Architecture for Distributed Search Systems
IS&N '99 Proceedings of the 6th International Conference on Intelligence and Services in Networks: Paving the Way for an Open Service Market
Invariant Reference Points Methodology and Applications
CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Topographic ICA as a Model of Natural Image Statistics
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
Analysis of Amperometric Biosensor Curves Using Hidden-Markov-Modells
Proceedings of the 24th DAGM Symposium on Pattern Recognition
An Unsupervised Bayesian Distance Measure
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Optimizing a Multiple Classifier System
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Speech Dimensionality Analysis on Hypercubical Self-Organizing Maps
Neural Processing Letters
Self-organizing maps with recursive neighborhood adaptation
Neural Networks - New developments in self-organizing maps
Industry: text mining with self-organizing maps
Handbook of data mining and knowledge discovery
Clinical gait analysis by neural networks: issues and experiences
CBMS '97 Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97)
Design and Evaluation of a Reconfigurable Digital Architecture for Self-Organizing Maps
MICRONEURO '99 Proceedings of the 7th International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems
SOM Hardware with Acceleration Module for Graphical Representation of the Learning Process
MICRONEURO '99 Proceedings of the 7th International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems
Self-Organization of Distributed Document Archives
IDEAS '99 Proceedings of the 1999 International Symposium on Database Engineering & Applications
A Robust Parallel Architecture for Adaptive Color Quantization
ITCC '00 Proceedings of the The International Conference on Information Technology: Coding and Computing (ITCC'00)
Process Model Reuse to Promote Organizational Learning in Software Development
COMPSAC '96 Proceedings of the 20th Conference on Computer Software and Applications
Fourier Harmonic Approach for Visualizing Temporal Patterns of Gene Expression Data
CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics
A New Approach to Gene Prediction Using the Self-Organizing Map
CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics
Automatic Face Classifications by Self-organization for Face Recognition
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Tree-structured Partitioning Based on Splitting Histograms of Distances
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Interactive Visualization and Navigation in Large Data Collections using the Hyperbolic Space
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Change Detection in Aerial Images
CRV '04 Proceedings of the 1st Canadian Conference on Computer and Robot Vision
A Genetic Algorithm Based Method to Improve Image Segmentation
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Applying rough sets to market timing decisions
Decision Support Systems - Special issue: Data mining for financial decision making
A Visual Approach for Monitoring Logs
LISA '98 Proceedings of the 12th USENIX conference on System administration
IEEE Transactions on Mobile Computing
Hierarchial self-organization of minicolumnar receptive fields
Neural Networks - 2004 Special issue: New developments in self-organizing systems
Learning Nonlinear Image Manifolds by Global Alignment of Local Linear Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Amplifying the differences between your positive samples and neighbors in image retrieval
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
A hybrid SOM-kMER model for data visualization and classification
International Journal of Hybrid Intelligent Systems
Process Monitoring and Modeling Using the Self-Organizing Map
Integrated Computer-Aided Engineering
Extensions of vector quantization for incremental clustering
Pattern Recognition
A method for linking computed image features to histological semantics in neuropathology
Journal of Biomedical Informatics
Visualizing and classifying data using a hybrid intelligent system
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
An overview of clustering methods
Intelligent Data Analysis
An hybrid approach to load forecasting using MARS and Kohonen maps
AIC'04 Proceedings of the 4th WSEAS International Conference on Applied Informatics and Communications
Relation discovery from web data for competency management
Web Intelligence and Agent Systems
A Structural Adapting Self-organizing Maps Neural Network
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Edge Detection Combined Entropy Threshold and Self-Organizing Map (SOM)
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Network Anomaly Detection Based on DSOM and ACO Clustering
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
A Multi-scale Dynamically Growing Hierarchical Self-organizing Map for Brain MRI Image Segmentation
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Improving the Classification Ability of DC* Algorithm
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
KI '07 Proceedings of the 30th annual German conference on Advances in Artificial Intelligence
KI '07 Proceedings of the 30th annual German conference on Advances in Artificial Intelligence
Efficient Clustering of Structured Documents Using Graph Self-Organizing Maps
Focused Access to XML Documents
Music Cognition: Learning, Perception, Expectations
Computer Music Modeling and Retrieval. Sense of Sounds
Self-Organizing Clustering with Map of Nonlinear Varieties Representing Variation in One Class
Neural Information Processing
Efficient Incremental Learning Using Self-Organizing Neural Grove
Neural Information Processing
Recent Studies Around the Neocognitron
Neural Information Processing
Task Segmentation in a Mobile Robot by mnSOM and Clustering with Spatio-temporal Contiguity
Neural Information Processing
Experiments with Supervised Fuzzy LVQ
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Local Modelling in Classification
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
FLSOM with Different Rates for Classification in Imbalanced Datasets
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Reconstruction Algorithms with Images Inferred by Self-organizing Maps
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
DS '08 Proceedings of the 11th International Conference on Discovery Science
Image compression based on the neural network art
Cybernetics and Systems Analysis
Cancer informatics by prototype networks in mass spectrometry
Artificial Intelligence in Medicine
Graph self-organizing maps for cyclic and unbounded graphs
Neurocomputing
Tentacled Self-Organizing Map for Effective Data Extraction
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Growth Analysis of Neighbor Network for Evaluation of Damage Progress
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Median Topographic Maps for Biomedical Data Sets
Similarity-Based Clustering
LISA: Image Compression Scheme Based on an Asymmetric Hierarchical Self-Organizing Map
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Fault Prediction in Aircraft Engines Using Self-Organizing Maps
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Gamma SOM for Temporal Sequence Processing
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Early Recognition of Gesture Patterns Using Sparse Code of Self-Organizing Map
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Career-Path Analysis Using Optimal Matching and Self-Organizing Maps
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Network-Structured Particle Swarm Optimizer with Various Topology and Its Behaviors
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Elimination of Useless Neurons in Incremental Learnable Self-Organizing Map
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Self-Organizing Maps versus Growing Neural Gas in a Robotic Application
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Ensemble Methods for Boosting Visualization Models
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Making Standard SOM Invariant to the Initial Conditions
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
ELSA: A New Image Compression Using an Expanding-Leaf Segmentation Algorithm
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly
InfoScape: A Browser for User Behavior-Based Information Retrieval System
Proceedings of the Symposium on Human Interface 2009 on ConferenceUniversal Access in Human-Computer Interaction. Part I: Held as Part of HCI International 2009
Self-Organizing Maps for Pose Estimation with a Time-of-Flight Camera
Dyn3D '09 Proceedings of the DAGM 2009 Workshop on Dynamic 3D Imaging
Effort estimation in information systems projects using data mining techniques
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Algorithms and topographic mapping for epileptic seizures recognition and prediction
Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Constrained Learning Vector Quantization or Relaxed k-Separability
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Outlier Analysis in BP/RP Spectral Bands
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
ASIACRYPT '09 Proceedings of the 15th International Conference on the Theory and Application of Cryptology and Information Security: Advances in Cryptology
A Visual Method for High-Dimensional Data Cluster Exploration
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Entropy spatial clustering in epileptic EEG
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Community self-organizing map and its application to data extraction
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Cellular neural network with dynamic template and its output characteristics
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Structural enhanced information to detect features in competitive learning
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Interactive visual summarization of multidimensional data
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Identification of patients with congestive heart failure using different neural networks approaches
Technology and Health Care
Extracting finite structure from infinite language
Knowledge-Based Systems
An efficient MDS-based topographic mapping algorithm
Neurocomputing
Letter: GraySOFM network for solving classification problems
Neurocomputing
Extraction of an activity pattern language from EEG data
Neurocomputing
Visualization and data mining of Pareto solutions using self-organizing map
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
GCCB'06 Proceedings of the 2006 international conference on Distributed, high-performance and grid computing in computational biology
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Speeding up the dissimilarity self-organizing maps by branch and bound
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Consumer profile identification and allocation
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Neural gas clustering for dissimilarity data with continuous prototypes
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Fuzzy labeled self-organizing map for classification of spectra
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Classifying qualitative time series with SOM: the typology of career paths in France
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Three-dimensional classification of insect neurons using self-organizing maps
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
An interactive tool for data visualization and clustering
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
On-line evolving image classifiers and their application to surface inspection
Image and Vision Computing
Visualizing social network concepts
Decision Support Systems
On the influence of class information in the two-stage clustering of a human brain tumour dataset
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Improved SOM learning using simulated annealing
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Fuzzy labeled self-organizing map with kernel-based topographic map formation
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Visualising class distribution on self-organising maps
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
A dynamical model for receptive field self-organization in V1 cortical columns
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
A novel feature selection based semi-supervised method for image classification
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Data mining on multimedia data
Data mining on multimedia data
A fast self-organizing map algorithm by using genetic selection
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Application of AI algorithm in video indexing and retrieval
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Topology representing network map: a new tool for visualization of high-dimensional data
Transactions on computational science I
A comparison of data preparation approaches for e-mail categorisation
International Journal of Intelligent Information and Database Systems
Persistent Navigation and Mapping using a Biologically Inspired SLAM System
International Journal of Robotics Research
A weighted voting summarization of SOM ensembles
Data Mining and Knowledge Discovery
Supervisory data alignment for text-independent voice conversion
IEEE Transactions on Audio, Speech, and Language Processing
A novel clustering approach: Artificial Bee Colony (ABC) algorithm
Applied Soft Computing
Building a dynamic classifier for large text data collections
ADC '10 Proceedings of the Twenty-First Australasian Conference on Database Technologies - Volume 104
Topographic mapping of large dissimilarity data sets
Neural Computation
Information Sciences: an International Journal
Similarity preserving principal curve: an optimal 1-D feature extractor for data representation
IEEE Transactions on Neural Networks
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Finding irregularly shaped clusters based on entropy
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Fast training of neural networks for image compression
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Trend mining in social networks: a study using a large cattle movement database
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
A machine learning approach to link prediction for interlinked documents
INEX'09 Proceedings of the Focused retrieval and evaluation, and 8th international conference on Initiative for the evaluation of XML retrieval
Visualizing dissimilarity data using generative topographic mapping
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Visualization of text streams: a survey
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part II
Signal classification with self-organizing mixture networks
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Incremental learning using self-organizing neural grove
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
A new tree kernel based on SOM-SD
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Generation of comprehensible representations by supposed maximum information
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Visualization of changes in process dynamics using self-organizing maps
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Knowledge mapping for rapidly evolving domains: A design science approach
Decision Support Systems
Local matrix adaptation in topographic neural maps
Neurocomputing
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Human action recognition by SOM considering the probability of spatio-temporal features
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
On generalization error of self-organizing map
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Information-theoretic competitive and cooperative learning for self-organizing maps
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Early recognition based on co-occurrence of gesture patterns
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Computing with biologically inspired neural oscillators: application to colour image segmentation
Advances in Artificial Intelligence - Special issue on machine learning paradigms for modeling spatial and temporal information in multimedia data mining
Intelligently resolving point occlusion
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Deep web sources classifier based on DSOM-EACO clustering model
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Minimum distortion clustering technique for orthogonal polynomials transform vector quantizer
Proceedings of the 2011 International Conference on Communication, Computing & Security
State representation with perceptual constancy based on active motion
ICSR'10 Proceedings of the Second international conference on Social robotics
An interactive tool for segmentation, visualization, and navigation of magnetic resonance images
CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems
Relational generative topographic mapping
Neurocomputing
Tone quality improvement of bone conduction voice by cepstrum-based local conversion models
ROCOM'11/MUSP'11 Proceedings of the 11th WSEAS international conference on robotics, control and manufacturing technology, and 11th WSEAS international conference on Multimedia systems & signal processing
Future Generation Computer Systems
Cluster ensemble in adaptive tree structured clustering
International Journal of Knowledge Engineering and Soft Data Paradigms
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Breast cancer detection using mammography
SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing
Using Gower Plots and Decision Balls to rank alternatives involving inconsistent preferences
Decision Support Systems
Completing hedge fund missing net asset values using Kohonen maps and constrained randomization
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Clustering high-dimensional data using growing SOM
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
A neural network model for hierarchical multilingual text categorization
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Scalable dynamic self-organising maps for mining massive textual data
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Discovering cardholders' payment-patterns based on clustering analysis
Expert Systems with Applications: An International Journal
Fast projection pursuit based on quality of projected clusters
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Self-organising maps in document classification: a comparison with six machine learning methods
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Clustering ensemble for spam filtering
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
CNNC: a common nearest neighbour clustering approach for gene expression data
International Journal of Computational Vision and Robotics
Unsupervised local and global weighting for feature selection
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
EnvSOM: a SOM algorithm conditioned on the environment for clustering and visualization
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
Topographic measure based on external criteria for self-organizing map
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
Gamma-filter self-organizing neural networks for time series analysis
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
SOS-HMM: self-organizing structure of hidden Markov model
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Research on CBR system based on data mining
Applied Soft Computing
Unsupervised scene classification based on context of features for a mobile robot
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Self-organizing map in process visualization
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Growing hierarchical self-organizing map for images hierarchical clustering
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation
Comparative analysis of power consumption in university buildings using envSOM
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Computers & Mathematics with Applications
Towards imaging large-scale ontologies for quick understanding and analysis
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
A novel RBF neural network with fast training and accurate generalization
CIS'04 Proceedings of the First international conference on Computational and Information Science
Interactive GSOM-Based approaches for improving biomedical pattern discovery and visualization
CIS'04 Proceedings of the First international conference on Computational and Information Science
Dimensional reduction effects of feature vectors by coefficients of determination
CIS'04 Proceedings of the First international conference on Computational and Information Science
Analyzing large image databases with the evolving tree
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Multi-SOMs: a new approach to self organised classification
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Acquiring concept hierarchies of adjectives from corpora
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Fault tolerant training of neural networks for learning vector quantization
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Approximating phenomenological space
EG-ICE'06 Proceedings of the 13th international conference on Intelligent Computing in Engineering and Architecture
Adaptive active classification of cell assay images
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Automatic recognition of landforms on mars using terrain segmentation and classification
DS'06 Proceedings of the 9th international conference on Discovery Science
Content-Based coin retrieval using invariant features and self-organizing maps
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Growing neural gas for vision tasks with time restrictions
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Electricity load forecasting using self organizing maps
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Fuzzy-neuro web-based multilingual knowledge management
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Unsupervised segmentation for MR brain images
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Basic studies for estimation of driver's internal states using head positions
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Dimension reduction for clustering time series using global characteristics
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Clustering XML documents using self-organizing maps for structures
INEX'05 Proceedings of the 4th international conference on Initiative for the Evaluation of XML Retrieval
Differential priors for elastic nets
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Principles of employing a self-organizing map as a frequent itemset miner
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
The emergence of visual object recognition
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
SOM-Based wavelet filtering for the exploration of medical images
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Growing structure multiple model system based anomaly detection for crankshaft monitoring
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Recurrent self-organising maps and local support vector machine models for exchange rate prediction
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
TSFSOM: transmembrane segments prediction by fuzzy self-organizing map
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Wood defects classification using a SOM/FFP approach with minimum dimension feature vector
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
The language of cortical dynamics
CompLife'06 Proceedings of the Second international conference on Computational Life Sciences
Perspectives of self-adapted self-organizing clustering in organic computing
BioADIT'06 Proceedings of the Second international conference on Biologically Inspired Approaches to Advanced Information Technology
A modular reduction method for k-NN algorithm with self-recombination learning
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
An adaptive network topology for classification
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Self-Organizing-Map-Based metamodeling for massive text data exploration
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Self-organising map techniques for graph data applications to clustering of XML documents
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Quantum-Behaved particle swarm optimization clustering algorithm
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Using self-organizing maps to support video navigation
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Nonlinear projection using geodesic distances and the neural gas network
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Visualization architecture based on SOM for two-class sequential data
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Clustering very large dissimilarity data sets
ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Probabilistic principal surface classifier
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Detecting topology preserving feature subset with SOM
CIT'04 Proceedings of the 7th international conference on Intelligent Information Technology
Multi-grain parallel processing of data-clustering on programmable graphics hardware
ISPA'04 Proceedings of the Second international conference on Parallel and Distributed Processing and Applications
Clustering based on principal curve
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
High-Fidelity multidisciplinary design optimization of wing shape for regional jet aircraft
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Improving the resultant quality of kohonen's self organizing map using stiffness factor
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Modular learning schemes for visual robot control
Biomimetic Neural Learning for Intelligent Robots
Graph matching – challenges and potential solutions
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
An ensemble of case-based classifiers for high-dimensional biological domains
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Low-Dimensional facial image representation using FLD and MDS
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Extending the SOM algorithm to visualize word relationships
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Node exchange for improvement of SOM learning
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Relevant gene selection using normalized cut clustering with maximal compression similarity measure
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
A self-organizing map based knowledge discovery for music recommendation systems
CMMR'04 Proceedings of the Second international conference on Computer Music Modeling and Retrieval
A behavior-based personal controller for autonomous ubiquitous computing
UCS'04 Proceedings of the Second international conference on Ubiquitous Computing Systems
Hardware approach to the artificial hand control algorithm realization
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
SAB'06 Proceedings of the 9th international conference on From Animals to Animats: simulation of Adaptive Behavior
SAB'06 Proceedings of the 9th international conference on From Animals to Animats: simulation of Adaptive Behavior
Towards quick understanding and analysis of large-scale ontologies
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
A bio-inspired fusion method for data visualization
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
Intrusion detection based on dynamic self-organizing map neural network clustering
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
A visual automatic incident detection method on freeway based on RBF and SOFM neural networks
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Characterization and synthesis of objects using growing neural gas
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
The curse of dimensionality in data mining and time series prediction
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Clustering using adaptive self-organizing maps (ASOM) and applications
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
A general framework for dimensionality-reducing data visualization mapping
Neural Computation
A neural model of human object recognition development
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Using multi-SOMs and multi-neural-gas as neural classifiers
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Video navigation based on self-organizing maps
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
VideoSOM: a SOM-based interface for video browsing
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Learning in neural network: unusual effects of “artificial dreams”
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Language learnability by feedback self-organizing maps
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Self-organizing map with input data represented as graph
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A new SOM algorithm for electricity load forecasting
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Measuring GNG topology preservation in computer vision applications
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Suprasymbolic grammar induction by recurrent self-organizing maps
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Data driven approaches to speech and language processing
Nonlinear Speech Modeling and Applications
An accurate MDS-Based algorithm for the visualization of large multidimensional datasets
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Adding SOMLib capabilities to the greenstone digital library system
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
Neural network models for language acquisition: a brief survey
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Self-organizing neural grove and its distributed performance
ICA3PP'10 Proceedings of the 10th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II
Learning Vector Quantisation based recognition of offline handwritten signatures
International Journal of Biometrics
ACC'11/MMACTEE'11 Proceedings of the 13th IASME/WSEAS international conference on Mathematical Methods and Computational Techniques in Electrical Engineering conference on Applied Computing
Semi-supervised classification using tree-based self-organizing maps
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Soft topographic maps for clustering and classifying bacteria using housekeeping genes
Advances in Artificial Neural Systems
Estimation algorithm of machine operational intention by bayes filtering with self-organizing map
Advances in Human-Computer Interaction
ADA'04 Proceedings of the 3rd international conference on Astronomical Data Analysis
Editorial: Exploratory data analysis in functional neuroimaging
Artificial Intelligence in Medicine
An interactive framework for an analysis of ECG signals
Artificial Intelligence in Medicine
A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders
Artificial Intelligence in Medicine
Semantic road networks for recommender systems
Proceedings of the International Working Conference on Advanced Visual Interfaces
Personal Health System architecture for stress monitoring and support to clinical decisions
Computer Communications
A model of attentional impairments in autism: first steps toward a computational theory
Cognitive Systems Research
Intelligent scheduling approaches for a wafer fabrication factory
Journal of Intelligent Manufacturing
Monitoring of complex systems of interacting dynamic systems
Applied Intelligence
Neighborhood-Based smoothing of external cluster validity measures
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Co-occurring cluster mining for damage patterns analysis of a fuel cell
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
A permeable expert search strategy approach to multimodal retrieval
Proceedings of the 4th Information Interaction in Context Symposium
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Classification of pharmaceutical solid excipients using self-organizing maps
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
On achieving semi-supervised pattern recognition by utilizing tree-based SOMs
Pattern Recognition
Neural Network Approaches to Grade Adult Depression
Journal of Medical Systems
Combining neural methods and knowledge-based methods in accident management
Advances in Artificial Neural Systems
Privacy-preserving self-organizing map
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Supporting information management in digital libraries with map-based interfaces
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
International Journal of Knowledge and Web Intelligence
Identification and visualisation of pattern migrations in big network data
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
N-Gram against the machine: on the feasibility of the n-gram network analysis for binary protocols
RAID'12 Proceedings of the 15th international conference on Research in Attacks, Intrusions, and Defenses
Color image segmentation using centroid neural network
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Centroid neural network with simulated annealing and its application to color image segmentation
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Collaborative generative topographic mapping
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Learning a Lightweight Ontology for Semantic Retrieval in Patient-Centered Information Systems
International Journal of Knowledge Management
Hash-based early recognition of gesture patterns
Artificial Life and Robotics
Journal of Management Information Systems
International Journal of Web Engineering and Technology
Normalised LCS-based method for indexing multidimensional data cube
International Journal of Intelligent Information and Database Systems
Visualizing the quality of dimensionality reduction
Neurocomputing
Representing objects, relations, and sequences
Neural Computation
Computers & Mathematics with Applications
An intelligent web recommendation system for ubiquitous geolocation awareness
International Journal of Ad Hoc and Ubiquitous Computing
Visualization of anomaly data using peculiarity detection on learning vector quantization
HCI International'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction for health, safety, mobility and complex environments - Volume Part II
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Data visualization for asymmetric relations
Neurocomputing
ABK-means: an algorithm for data clustering using ABC and K-means algorithm
International Journal of Computational Science and Engineering
Pattern recognition of big nutritional data in RCT
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
A loan default discrimination model using cost-sensitive support vector machine improved by PSO
Information Technology and Management
A medical procedure-based patient grouping method for an emergency department
Applied Soft Computing
Implementation of visual data mining for unsteady blood flow field in an aortic aneurysm
Journal of Visualization
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From the Publisher:The Self-Organizing Map (SOM) algorithm was introduced by the author in 1981. Its theory and many applications form one of the major approaches to the contemporary artificial neural networks field, and new technologies have already been based on it. The most important practical applications are in exploratory data analysis, pattern recognition, speech analysis, robotics, industrial and medical diagnostics, instrumentation, and control, and literally hundreds of other tasks. In this monograph the mathematical preliminaries, background, basic ideas, and implications are expounded in a clear, well-organized form, accessible without prior expert knowledge. Still the contents are handled with theoretical rigor.