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Data Mining & Applications (Web Mining (Techniques (Information…
Data Mining & Applications
Web Mining
Applications
Finding frequent sub structures
Web site schema discovery
Site construction
Adaptation and management
Algorithms
Web Content Mining
Naive Bayes
Decision Tree
Support Vector Machine
Neural Network
Web structure Mining
HITS Algorithms
Weighted Page Rank Algorithm
Page Rank Algorithm
Distance Rank Algorithm
Techniques
Information selection and preprocessing
Validation and interpretation
Resource finding and retrieving
Patterns analysis and recognition
Visualization
Spatial Mining
Techniques
Classification
Association and Co-Location
Clustering and Outlier Detection
Trend Detection
Knowledge Discovery in Databases (KDD)
Algorithms
CLARA (Clustering Large Applications)
CLARANS (Clustering Large
Applications based on Randomized Search)
PAM(Partitioning Around Medoids)
Applications
Image Mining
Techniques
Object Recognition
Image Retrieval
Text based Image Retrieval
Query Based Image Retrieval
Image Indexing
Textual
Context based
Applications
In medical for diagnose diseases(e.g. Brain tumour)
Satellite Cloud Imagery (e.g. Detecting copying unauthorized image on internet)
In Natural scene recognition
In Space research
In Remote sensing
Algorithms
Canny Edge Detection
Sobel Edge Detecton
Temporal Mining
Techniques
Discrete Fourier Transform (DFT)
Time-Domain Continuous Representations
Pattern Discovery
Trend Analysis
Applications
Transportation
Geology
Astrophysics
Algorithms
GSP algorithm
SPADE( (Sequential Pattern Discovery using Equivalence classes)