An Unsupervised Feed Forward Neural Network Method for Efficient Clustering

Roya Asadi,Mitra Asadi,Shokoofeh Asadi

#Artificial neural network #feed forward neural network #unsupervised learning #clustering #real weight

New Model of Feature Selection based Chaotic Firefly Algorithm for Arabic Text Categorization

Meryeme Hadni,Hassane Hjiaj

#Chaotic method #firefly algorithm #arabic text categorization #feature selection

A Method of Extracting Malware Features Based on Gini Impurity Increment and Improved TF-IDF

Shimiao Sun,Yashu Liu

#Gini impurity increment #TF-IDF #feature selection #dimensionality reduction

Comparison of Dimension Reduction Techniques

Abstract: High dimensional data becomes very common with the rapid growth of data that has been stored in databases or

#High dimensional data # clustering # dimensionality reduction # data mining

A Low Complexity Face Recognition Scheme Based on Down Sampled Local Binary Patterns

#Local binary patterns # DI-WBP # face recognition # identity verification # bicubic interpolation

Rough Set-Based Reduction of Incomplete Medical

Datasets by Reducing the Number of Missing

#Data mining # rough set theory # missing values # reduct

Enhanced Latent Semantic Indexing Using Cosine Similarity Measures for Medical Application

Fawaz Al-Anzi1 and Dia AbuZeina2 1Department of Computer Engineering, Kuwait University, Kuwait 2Computer Science Department, Palestine Polytechnic University, Palestine

#Arabic Text # Latent Semantic Indexing # Search Engine # Dimensionality Reduction # Text Classification

An Ensemble-based Supervised Machine Learning Framework for Android Ransomware Detection

Shweta Sharma1, Rama Krishna Challa1, and Rakesh Kumar2

#Smartphone security # android # ensemble learning # ransomware # and dimensionality reduction

Ensemble Voting based Intrusion Detection Technique using Negative Selection Algorithm

Kuldeep Singh,Lakhwinder Kaur,Raman Maini

#Artificial immune system #security #negative selection algorithm #anomaly detection

Improved Superpixels Generation Algorithm for Qualified Graph-Based Technique

Asma Fejjari, Karim Saheb Ettabaa, Ouajdi Korbaa

#Hyperspectral images # dimensionality reduction # graph # MSEP # superpixels # improved SLIC

Transfer Learning for Feature Dimensionality Reduction

Nikhila Thribhuvan, Sudheep Elayidom,

#Dimensionality reduction # fine-tuning # transfer learning # VGG-16 # VGG-19

Analyzing the Behavior of Multiple Dimensionality Reduction Algorithms to Obtain Better Accuracy using Benchmark KDD CUP Dataset

Suriya Prakash Jambunathan,Suguna Ramadass,Palanivel Rajan Selva kumaran

#Intrusion attacks #network #features #accuracy