Classwms: A MATLAB GUI for water masses classification using clustering analysis and K Nearest Neighbors.
Ayoub BelattmaniaMounir HakkouTaoufiq ChtiouiAbdelhaq AangriAssia AbdenourEl mehdi LatniAbdessalam BenharraAbdelkrim el ArrimAzdine DahaouiAhmed RaissouniLamiae Khali IssaLhoussaine Ed-daoudyPublished in: SoftwareX (2024)
Keyphrases
- clustering analysis
- k nearest neighbor
- knn
- classification algorithm
- classification method
- nearest neighbor
- support vector machine
- knn classifier
- fuzzy clustering
- clustering method
- nearest neighbor rule
- knn classification
- feature selection
- nearest neighbour
- text classification
- cluster analysis
- feature space
- nearest neighbor algorithm
- text categorization
- anomaly detection
- microarray
- multi class
- machine learning
- pattern recognition
- clustering algorithm
- image processing
- k nearest
- data mining
- distance function
- k means
- feature vectors
- data clustering
- training set
- decision trees
- distance measurement
- cluster centers
- data sets
- image classification