Improving Supervised Learning by Feature Decomposition
FoIKS '02 Proceedings of the Second International Symposium on Foundations of Information and Knowledge Systems
Identification of Visual Features Using a Neural Version of Exploratory Projection Pursuit
AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
3D Grand Tour for Multidimensional Data and Clusters
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Hand Postures for Sonification Control
GW '01 Revised Papers from the International Gesture Workshop on Gesture and Sign Languages in Human-Computer Interaction
ItCompress: An Iterative Semantic Compression Algorithm
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Visualization of the Structure of Classes Using a Graph
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Identification of Shared Components and Sparse Networks in Gene Expression Time-Course Data
Journal of VLSI Signal Processing Systems
Optimized local discriminant basis algorithm
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
IEEE Transactions on Visualization and Computer Graphics
International Journal of Human-Computer Studies
Joint low-rank approximation for extracting non-Gaussian subspaces
Signal Processing
Precise acquisition and unsupervised segmentation of multi-spectral images
Computer Vision and Image Understanding
Information Discriminant Analysis: Feature Extraction with an Information-Theoretic Objective
IEEE Transactions on Pattern Analysis and Machine Intelligence
A trend pattern assessment approach to microarray gene expression profiling data analysis
Pattern Recognition Letters
Finding low-entropy sets and trees from binary data
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Representing Images Using Nonorthogonal Haar-Like Bases
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of Biomedical Informatics
Pair-perturbation influence functions of nongaussianity by projection pursuit
Computational Statistics & Data Analysis
Estimation of network parameters in semiparametric stochastic perceptron
Neural Computation
A projection pursuit algorithm for anomaly detection in hyperspectral imagery
Pattern Recognition
Belief Combination for Uncertainty Reduction in Microarray Gene Expression Pattern Analysis
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Reinforcement Learning Reward Functions for Unsupervised Learning
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Understanding the Environment Through Wireless Sensor Networks
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
A Survey on Statistical Pattern Feature Extraction
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
AI for Modelling the Laser Milling of Copper Components
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
IDS Based on Bio-inspired Models
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
The on-line cross entropy method for unsupervised data exploration
WSEAS Transactions on Mathematics
On depth measures and dual statistics. A methodology for dealing with general data
Journal of Multivariate Analysis
Immediate Reward Reinforcement Learning for Clustering and Topology Preserving Mappings
Similarity-Based Clustering
Alternating Iterative Projection Algorithm of Multivariate Time Series Mixed Models
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A Soft Computing System to Perform Face Milling Operations
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
A Hybrid Solution for Advice in the Knowledge Management Field
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Normality-based validation for crisp clustering
Pattern Recognition
Outliers in biometrical data: What's old, What's new
International Journal of Biometrics
AVEDA: Statistical Tests for Finding Interesting Visualisations
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I
Fuzzy projection pursuit density estimation by eigenvalue method
International Journal of Approximate Reasoning
Projection pursuit clustering model for reservoir flood season division
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Letters: A fast fixed-point algorithm for complexity pursuit
Neurocomputing
Letters: Gaussian moments for noisy complexity pursuit
Neurocomputing
Prediction of multivariate responses with a selected number of principal components
Computational Statistics & Data Analysis
A comparison of neural projection techniques applied to intrusion detection systems
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Online shopping using a two dimensional product map
EC-Web'07 Proceedings of the 8th international conference on E-commerce and web technologies
Improving energy efficiency in buildings using machine intelligence
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
A soft computing method for detecting lifetime building thermal insulation failures
Integrated Computer-Aided Engineering
PCA Gaussianization for image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Eigenvectors of a kurtosis matrix as interesting directions to reveal cluster structure
Journal of Multivariate Analysis
A fully automated method to detect and segment a manufactured object in an underwater color image
EURASIP Journal on Advances in Signal Processing - Special issue on advances in signal processing for maritime applications
Proceedings of the International Conference on Advanced Visual Interfaces
Automatic induction of projection pursuit indices
IEEE Transactions on Neural Networks
Projection-pursuit approach to robust linear discriminant analysis
Journal of Multivariate Analysis
Relevance based visualization of large cancer patient populations
Proceedings of the 1st ACM International Health Informatics Symposium
An efficient optimization method for revealing local optima of projection pursuit indices
ANTS'10 Proceedings of the 7th international conference on Swarm intelligence
An efficient collaborative recommender system based on k-separability
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Journal of Intelligent Manufacturing
Neural visualization of network traffic data for intrusion detection
Applied Soft Computing
Modelling of heat flux in building using soft-computing techniques
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Perceptrons without output codes
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Principal components for multivariate functional data
Computational Statistics & Data Analysis
Linear dimension reduction based on the fourth-order cumulant tensor
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Detecting compounded anomalous SNMP situations using cooperative unsupervised pattern recognition
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
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
Progressive dimensionality reduction by transform for hyperspectral imagery
Pattern Recognition
Genetic algorithms and particle swarm optimization for exploratory projection pursuit
Annals of Mathematics and Artificial Intelligence
Monitoring abnormal network traffic based on blind source separation approach
Journal of Network and Computer Applications
A high-order feature synthesis and selection algorithm applied to insurance risk modelling
International Journal of Business Intelligence and Data Mining
An information geometrical view of stationary subspace analysis
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Analyzing key factors of human resources management
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
A novel dimension reduction procedure for searching non-gaussian subspaces
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Estimating non-gaussian subspaces by characteristic functions
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Uniqueness of non-gaussian subspace analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Testing CAB-IDS through mutations: on the identification of network scans
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Evaluation and monitoring of the air-sea interaction using a CBR-Agents approach
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
An IBR system to quantify the ocean’s carbon dioxide budget
ICDM'04 Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications
A beta-cooperative CBR system for constructing a business management model
ICDM'04 Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications
A survey on feature extraction for pattern recognition
Artificial Intelligence Review
Interactive comprehensible data mining
Ambient Intelligence for Scientific Discovery
MOVICAB-IDS: visual analysis of network traffic data streams for intrusion detection
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Maximum likelihood topology preserving ensembles
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Neural network ensemble model using PPR and LS-SVR for stock market forecasting
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Algebraic geometric comparison of probability distributions
The Journal of Machine Learning Research
Class visualization of high-dimensional data with applications
Computational Statistics & Data Analysis
Class proximity measures - Dissimilarity-based classification and display of high-dimensional data
Journal of Biomedical Informatics
Fractal projection pursuit classification model applied to geochemical survey data
Computers & Geosciences
Expert Systems: The Journal of Knowledge Engineering
Face segmentation using projection pursuit for texture classification
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Towards collaborative feature extraction for face recognition
Natural Computing: an international journal
RT-MOVICAB-IDS: Addressing real-time intrusion detection
Future Generation Computer Systems
Selecting Coherent and Relevant Plots in Large Scatterplot Matrices
Computer Graphics Forum
Neural PCA and maximum likelihood hebbian learning on the GPU
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Dynamic multi-view exploration of shape spaces
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Selecting good views of high-dimensional data using class consistency
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
idMAS-SQL: Intrusion Detection Based on MAS to Detect and Block SQL injection through data mining
Information Sciences: an International Journal
Multiobjective projection pursuit for semisupervised feature extraction
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
An empirical study of tests for uniformity in multidimensional data
Computational Statistics & Data Analysis
Guiding multidimensional analysis using decision trees
CASCON '13 Proceedings of the 2013 Conference of the Center for Advanced Studies on Collaborative Research
Hi-index | 14.98 |
An algorithm for the analysis of multivariate data is presented and is discussed in terms of specific examples. The algorithm seeks to find one-and two-dimensional linear projections of multivariate data that are relatively highly revealing.