ISSN: 1683-3198
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e-ISSN: 2309-4524
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DOI: 10.34028/iajit
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HYAQP: A Hybrid Meta-Heuristic Optimization Model for Air Quality Prediction Using Unsupervised Machine Learning Paradigms
Praveena Vasudevan,Chitra Ekambaram
#Meta-heuristic
#unsupervised machine learning
#hybrid optimization
#optimized k-means
#air quality prediction
Hybridized Clustering Algorithm and Ensemble Learning for Monitoring Paddy Crop Growth Analysis
Sathiya Priya.R,Rahamathunnisa.U
#Crop monitoring
#satellite images
#vegetation index
#eigenvector
#eigenvalue
#hybridized clustering algorithm
#ensemble learning
A Hadoop Based Approach for Community Detection on Social Networks Using Leader Nodes
Mohamed Iqbal,Kesavarao Latha
#Social network
#big data
#map reduce
#community detection
#leader nodes
Segmentation of Mammogram Abnormalities Using Ant System based Contour Clustering Algorithm
Sudha Subramanian,Ganesan Rasu Thevar
#Mammogram
#ant colony optimization
#segmentation
#ant clustering
Balanced Workload Clusters for Distributed Object Oriented Software
Abstract: When clustering objects to be allocated on a numbe r of nodes, most researches focus only on either the
# Load balance
# distributed system
# software restruct uring
# cluster algorithms
Weighted Delta Factor Cluster Ensemble Algorithm for Categorical Data Clustering in Data Mining
robustness, stability and the quality of individual clustering systems, it is intensely observed that this approach in most cases
#Clustering
# cluster ensembles
# consensus function
# data mining
# refined matrix
# similitude measures
Semantic Similarity based Web Document Classification Using Support Vector Machine
Abstract: With the rapid growth of information on the World Wide Web (WWW), classification of web documents has become
#Document classification
# text mining
# SVM
# latent semantic indexing
Hyperspectral Image Segmentation Based on Enhanced Estimation of Centroid with Fast K-
India
#Fast k-means
# fast k-mean (weight)
# fast k- means (careful seeding)
# and particle swarm clustering algorithm
Identification of an Efficient Filtering- Segmentation Technique for Automated Counting
Abstract: The counting of fish fingerlings is an important process in determining the accurate consumption of feeds for a
#Digital image processing
# filtering
# segmentation
# image normalization
# threshold
MR Brain Image Segmentation Using an Improved Kernel Fuzzy Local Information C-Means Based
Methods
#Image segmentation
# outlier rejection
# FCM
# PSO
# spatial fuzzy clustering
# wavelet transform
# level set methods
A Method for Finding the Appropriate Number of Clusters
Abstract: Drawback of almost partition based clustering algorithms is the requirement for the number of clusters specified at
#Method for finding the number of clusters
# appropriate a number of clusters
# fuzzy c-means
# clustering algorithm
Incorporating Unsupervised Machine Learning
Maragathavalli Palanivel and Kanmani Selvadurai
#Test case selection and prioritization
# group-wise clustering
Pulung Andono and Catur Supriyanto
#Fingerprint classification; bag of visual word model; clustering algorithm; speeded-up robust feature; contrast limited adaptive histogram equalization
A Dynamic Linkage Clustering using KD-Tree
2Department of Computer Engineering, Islamic Univers ity of Gaza, Palestine
# Data clustering
# density-based clustering algorithm
# KD-tree
# dynamic linkage clustering
# DBSCAN
An Optimized and Efficient Radial Basis Neural Network using Cluster Validity Index for Diabetes
Classification
#Radial basis function networks
# classification
# medical diagnosis
# diabetes
# optimal number of clusters
# genetic algorithm
Preceding Document Clustering by Graph Mining Based Maximal Frequent Termsets Preservation
Syed Shah and Mohammad Amjad
#Bipartite graph
# graph mining
# frequent termsets mining
# bisecting K-means
Traffic-Aware Clustering Scheme for MANET Using Modified Elephant Herding Optimization
Algorithm
#Clustering
# MANET
# traffic-aware
# elephant heard optimization
# cluster-head
# large-scale network
A study on Two-Stage Mixed Attribute Data Clustering Based on Density Peaks
Shihua Liu, Hao Zhang, and Xianghua Liu
#Mixed data clustering
# density peaks
# k-prototypes algorithm
# validity index
Supervised Fuzzy C-Means Techniques to Solve the Capacitated Vehicle Routing Problem
Mohamed Shalaby1,2, Ayman Mohammed1, and Sally Kassem1,2 1Smart Engineering Systems Research Center, Nile University, Egypt 2Faculty of computers and Artificial Intelligence, Cairo University, Egypt
#Capacitated vehicle routing problem
# supervised fuzzy c-means
# fuzzy clustering
A Novel Approach of Clustering Documents: Minimizing Computational Complexities in
Accessing Database Systems, Khalid Mohiuddin, Mohammed Abdul Khaleel, , ,
#Clustering algorithms
# document categorization
# document clustering
# hamiltonian graph
# similarity measure
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