NDLI: Fuzzy Wavelet Modeling Using Data Clustering

Please wait, while we are loading the content...

2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM)

2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM)

2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM)

2009 IEEE Symposium on Computational Intelligence and Data Mining

2007 IEEE Symposium on Computational Intelligence and Data Mining

General CIDM Co-chairs' Welcome Letter

Program Committee

IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2007)

Link Analysis of Incomplete Relationship Networks

Validity of Probabilistic Rules

An Efficient Distance Calculation Method for Uncertain Objects

K2GA: Heuristically Guided Evolution of Bayesian Network Structures from Data

Extracting Borderline Associations

Selecting the Right Peer Schools for AACSB Accreditation - A Data Mining Application

Structure Prediction in Temporal Networks using Frequent Subgraphs

An Analytical Evaluation of Objective Measures Behavior for Generalized Association Rules

Versatile and Efficient Meta-Learning Architecture: Knowledge Representation and Management in Computational Intelligence

Query-sensitive Feature Selection for Lazy Learners

Comparison of Classifiers Efficiency on Missing Values Recovering: Application in a Marketing Database with Massive Missing Data

Manifold Learning using Growing Locally Linear Embedding

A Novel Complex-Valued Counterpropagation Network

A Prototype-driven Framework for Change Detection in Data Stream Classification

Evolutionary Optimization of Three-Photon Absorption in Molecular Iodine

Induction Tree methods to classify M. tuberculosis spoligotypes

Data Clustering and Fuzzy Neural Network for Sales Forecasting in Printed Circuit Board Industry

Fuzzy Wavelet Modeling Using Data Clustering

SSM : A Frequent Sequential Data Stream Patterns Miner

0-SM: A fast algorithm for mining Candidate Clusters in Pattern-based Clustering

Cluster Detection with the PYRAMID Algorithm

Resource-aware Online Data Mining in Wireless Sensor Networks

Navigation Space Based Intranet Usability Analysis

Algorithms for Fast Large Scale Data Mining Using Logistic Regression

Influence of a priori Knowledge on Medical Document Categorization

Evaluating Protein Motif Significance Measures: A Case Study on Prosite Patterns

Exploiting Semantic Descriptions of Products and User Profiles for Recommender Systems

Search Result Refinement via Machine Learning from Labeled-Unlabeled Data for Meta-search

Mining the Students' Learning Interest in Browsing Web-Streaming Lectures

Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining

Identifying Anatomical Phrases in Clinical Reports by Shallow Semantic Parsing Methods

Finding Similarity Relations in Presence of Taxonomic Relations in Ontology Learning Systems

SmartPortal for Biomedical Data Mining

A Novel Image Semantic Block Clustering Method based on Artificial Visual Cortical Responding Model

On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems

Using concept structures for efficient document comparison and location

Reactive Query Policies: A Formalism for Planning with Volatile External Information

Using Data Mining to Enhance Automated Planning and Scheduling

Hazard Situation Prediction Using Spatially and Temporally Distributed Vehicle Sensor Information

An Efficient Data Management Scheme Based on Spatial and Temporal Characteristics in Virtual Environments

Data Mining based Query Processing using Rough Sets and Genetic Algorithms

A Quantitative Method for Analyzing Scan Path Data Obtained by Eye Tracker

Gaussian Process Latent Variable Models for Fault Detection

Measuring the Validity of Document Relations Discovered from Frequent Itemset Mining

One-shot Collaborative Filtering

Efficient Kernel-based Learning for Trees

Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification

A Classifier Capable of Handling New Attributes

Fuzzy c-Means Classifier for Relational Data

Mining Subspace Correlations

Selective Approach To Handling Topic Oriented Tasks On The World Wide Web

A Constraint-based Method for Semantic Mapping from Natural Language Questions to OWL

iScore: Measuring the Interestingness of Articles in a Limited User Environment

Prediction of Abnormal Behaviors for Intelligent Video Surveillance Systems

A Data Mining Method Applied to a Metallurgical Process

Distributed Document Clustering Using Word-clusters

Session recognition and Bandwidth Guarantee for Encrypted Internet Voice Traffic : Case Study of Skype

Classification of XML Documents

Detection and Classification of Cardiac Murmurs using Segmentation Techniques and Artificial Neural Networks

Data Mining an EEG Dataset With an Emphasis on Dimensionality Reduction

Example-based Estimation of Hand's Strength in the Game of Bridge with or without Using Explicit Human Knowledge

Collaborative Knowledge Discovery & Data Mining: From Knowledge to Experience

Using Hypergraph-based Clustering Scheme for Traversal Prediction in Virtual Environments

Mining Maximal Embedded Unordered Tree Patterns

Extraction of Non-hierarchical Relations from Domain Texts

Clustering Rooted Ordered Trees

Scalable Clustering for Large High-Dimensional Data Based on Data Summarization

A Dynamic Graph Model for Analyzing Streaming News Documents

Establishing User Profiles in the MediaScout Recommender System

On Mining Dynamic Web ClickStreams for Frequent Traversal Sequences

More Efficient Classification of Web Content Using Graph Sampling

Handwritten Digit, Recognition Road to Contest victory

Evolutionary Neural Networks Applied to Land-cover Classification in Zhaoyuan, China

Incremental Local Outlier Detection for Data Streams

Adaptive Frequency Counting over Bursty Data Streams

From similarity retrieval to cluster analysis: The case of R*-trees

GAIS: A Method for Detecting Interleaved Sequential Patterns from Imperfect Data

A Modified Genetic Programming for Behavior Scoring Problem

Model Selection for Anomaly Detection in Wireless Ad Hoc Networks

A Dynamic Programming Algorithm for Name Matching

MSP-CACRR: Multidimensional Sequential Patterns Based Call Admission Control and Resource Reservation for Next-Generation Wireless Cellular Networks

Matching Random Tree Models of Spatio-Temporal Patterns to Tables or Graphs

UNI3 - efficient algorithm for mining unordered induced subtrees using TMG candidate generation

A Visual Approach for External Cluster Validation

Post-supervised Fuzzy c-Means Classifier with Hard Clustering

Feature Selection for Change Detection in Multivariate Time-Series

Using the Pre-FUFP Algorithm for Handling New Transactions in Incremental Mining

Time Series Forecasting Using Multiple Gaussian Process Prior Model

Mining Association Rules in Temporal Sequences

A New Evolutionary Approach for Time Series Forecasting

Association Rule Discovery Has the Ability to Model Complex Genetic Effects

Quantifying Privacy for Privacy Preserving Data Mining

Using Homomorphic Encryption For Privacy-Preserving Collaborative Decision Tree Classification

Privacy Preserving Burst Detection of Distributed Time Series Data Using Linear Transforms

Efficient Privacy-Preserving Association Rule Mining: P4P Style

PCGEN: A Practical Approach to Projected Clustering and its Application to Gene Expression Data

Classification of Biomedical Spectra Using Fuzzy Interquartile Encoding and Stochastic Feature Selection

Semi-supervised Learning of the Hidden Vector State Model for Protein-Protein Interactions Extraction

Designing a Fuzzy Rule Based System to Estimate Depth of Anesthesia

Discovery of Temporal Dependencies between Frequent Patterns in Multivariate Time Series

Noise Reduction Approach for Decision Tree Construction: A Case Study of Knowledge Discovery on Climate and Air Pollution

Application of Neural Networks for Data Modeling of Power Systems with Time Varying Nonlinear Loads

Data Mining of MISR Aerosol Product using Spatial Statistics

ADMIRAL: A Data Mining Based Financial Trading System

A Self-Impact Analysis by Artificial Market Simulation

Spatial Data Mining for Optimized Selection of Facility Locations in Field-based Services

Mining time series data via linguistic summaries of trends by using a modified Sugeno integral based aggregation

Analysis of streaming GPS measurements of surface displacement through a web services environment

Exchange Rates Forecasting Using a Hybrid Fuzzy and Neural Network Model

Design of Multi-Singing Karaoke System and its Application in Customer Finance-aided Service on Internet

Fuzzy Wavelet Modeling Using Data Clustering

Content Provider	IEEE Xplore Digital Library
Author	Sadati, N. Marami, B.
Copyright Year	2007
Description	Author affiliation: Dept. of Electr. Eng., Sharif Univ. of Technol., Tehran (Sadati, N.; Marami, B.)
Abstract	In this paper, a novel approach for tuning the parameters of fuzzy wavelet systems which are used for modeling of nonlinear and complex systems is proposed. In fuzzy inference system, each fuzzy rule is analogous to a wavelet basis function multiplied by a coefficient. Using clustering techniques, the center of these basis functions are located in the detected center of clusters. In this way, not only the approximation accuracy is increased, but also the number of unknown parameters is decreased. The feasibility of the proposed method is shown by modeling two highly nonlinear functions. The comparison of the results using the proposed approach, with the previous schemes, shows the effectiveness and superiority of this algorithm.
Starting Page	114
Ending Page	119
File Size	5336091
Page Count	6
File Format	PDF
ISBN	1424407052
DOI	10.1109/CIDM.2007.368861
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-03-01
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis Clustering algorithms Control system synthesis Approximation algorithms Discrete wavelet transforms Data mining Intelligent systems Computational intelligence Organizing Fuzzy systems
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in