Websom for Textual Data Mining
Artificial Intelligence Review - Special issue on data mining on the Internet
Self-Organizing neural networks
Journal of VLSI Signal Processing Systems
Knowledge discovery through self-organizing maps: data visualization and query processing
Knowledge and Information Systems
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
Fast k-NN Image Search with Self-Organizing Maps
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Visualizing changes in the structure of data for exploratory feature selection
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Application of self-organizing maps to clustering of high-frequency financial data
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Journal of VLSI Signal Processing Systems
Improving risk grouping rules for prostate cancer patients using self-organising maps
Design and application of hybrid intelligent systems
Conceptual construction on incomplete survey data
Data & Knowledge Engineering
Organizing and visualizing software repositories using the growing hierarchical self-organizing map
Proceedings of the 2005 ACM symposium on Applied computing
Computational intelligence in economics and finance: carrying on the legacy of Herbert Simon
Information Sciences: an International Journal - Special issue: Computational intelligence in economics and finance
Towards fair ranking of olympics achievements: the case of Sydney 2000
Computers and Operations Research
A divide-and-conquer local search heuristic for data visualization
Computers and Operations Research
Journal of Management Information Systems
A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps
Intelligent Data Analysis
A taxonomy of Self-organizing Maps for temporal sequence processing
Intelligent Data Analysis
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Clustering Quality and Topology Preservation in Fast Learning SOMs
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Visual cluster analysis of trajectory data with interactive Kohonen maps
Information Visualization
Risk minimization with self-organizing maps for mutual fund investment
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Expert Systems with Applications: An International Journal
Visualization of the critical patterns of missing values in classification data
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Data management by self-organizing maps
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
47Glioblastoma gene expression profile diagnostics by the artificial neural networks
Optical Memory and Neural Networks
Customer portfolio analysis using the SOM
International Journal of Business Information Systems
Multistrategy self-organizing map learning for classification problems
Computational Intelligence and Neuroscience
Similarity retrieval based on self-organizing maps
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
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
A comprehensible SOM-Based scoring system
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
An extended two-phase architecture for mining time series data
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
A bio-inspired fusion method for data visualization
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
Customer information visualization via customer map
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Unsupervised case memory organization: analysing computational time and soft computing capabilities
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Country corruption analysis with self organizing maps and support vector machines
WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics
Guided discovery of interesting relationships between time series clusters and metadata properties
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies
Electricity consumption time series profiling: a data mining application in energy industry
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
Relevance driven visualization of financial performance measures
EUROVIS'07 Proceedings of the 9th Joint Eurographics / IEEE VGTC conference on Visualization
A spectral visualization system for analyzing financial time series data
EUROVIS'06 Proceedings of the Eighth Joint Eurographics / IEEE VGTC conference on Visualization
A Framework For State Transitions On The Self-Organizing Map: Some Temporal Financial Applications
International Journal of Intelligent Systems in Accounting and Finance Management
Space-in-time and time-in-space self-organizing maps for exploring spatiotemporal patterns
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
A framework for an intelligent decision support system: A case in pathology test ordering
Decision Support Systems
Visual data mining with self-organising maps for ventricular fibrillation analysis
Computer Methods and Programs in Biomedicine
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From the Publisher:SOMs (Self-Organizing Maps) have proven to be an effective methodology for analyzing problems in finance and economics--including applications such as market analysis, financial statement analysis, prediction of bankruptcies, interest rates, and stock indices. This book covers real-world financial applications of neural networks, using the SOM approach, as well as introducing SOM methodology, software tools, and tips for processing. 106 illus. in color.