Design and Study of Zombie Enterprise Classification and Recognition Systems Based on Ensemble Learning

Shutong Pang,Ziwei Yang,Chengyou Cai,Zhimin Li

#Integrated learning #corporate portrait #classification and identification #strong supervision model

Pruning Based Interestingness of Mined Classification Patterns

Department of Computer Science, University of Sana' a, Yemen

#

Baraa Sharef 1, 3, Nazlia Omar1, and Zeyad Sharef 2

#Arabic TC # FRAM # automatic TC # text classification

An Efficient Traffic Forecasting System Based on Spatial Data and Decision Trees

# Traffic flow # traffic prediction # spatial data min ing # spatial data base # see5

A MMDBM Classifier with CPU and CUDA GPU

1Department of Mathematics, Anna University, India 2Department of Mathematics, Indian Institute of Technology, India

#Classification # Data Mining # CUDA # GPUs # Decision tree # Quick sort # Radix sort

Modified Binary Bat Algorithm for Feature Selection in Unsupervised Learning

Abstract: Feature selection is the process of selecting a subset of optimal features by removing redundant and irrelevant

#Feature selection # unsupervised learning # binary bat algorithm # mutation

Comparative Analysis of PSO and ACO Based Feature Selection Techniques for Medical Data

Preservation

#Randomization # particle swarm optimization # ant colony optimization # feature selection

Performance Evaluation of Industrial Firms Using DEA and DECORATE Ensemble Method

Hassan Najadat1, Ibrahim Al-Daher2, and Khaled Alkhatib1 1Computer Information Systems Department, Jordan University of Science and Technology, Jordan 2Computer Science Department, Jordan University of Science and Technology, Jordan

#Data Envelopment Analysis # Decision Trees # Ensemble Methods # Financial Variables # Financial Ratios

Default Prediction Model: The Significant Role of

Data Engineering in the Quality of Outcomes

#Default Prediction # Classification # Pre-processing # Prediction # Features Selection # Generic Algorithm # PSO Algorithm # Naïve Bayes # Decision Tree # SVM # Random Forest # Banking # Risk Management

Enhancement of the Heuristic Optimization Based on Extended Space Forests using Classifier Ensembles

Zeynep Kilimci1,3 and Sevinç Omurca2

#Classifier ensembles # extended space forests # ant colony optimization # decision tree

Machine Learning in OpenFlow Network: Comparative Analysis of DDoS Detection Techniques

Arun Kumar Singh

#Support vector machine #software defined network #machine learning #distributed Dos #detection

Credit-card Fraud Detection System using Neural Networks

Salwa Al Balawi,Njood Aljohani

#Credit-card #fraud detection #machine learning #deep learning #neural networks #classifications

Heart Disease Classification for Early Diagnosis based on Adaptive Hoeffding Tree Algorithm in IoMT Data

Ersin Elbasi,Aymen I. Zreikat

#Internet of medical things #machine learning #medical data #random forest #internet of things #diagnosis #AHT

Choosing Decision Tree-Based Boundary Patterns in the Intrusion Detection Systems with Large Data Sets

Hamidreza Ghaffari

#Intrusion detection systems #boundary patterns #support vector machine #data reduction