Multiobjective optimization algorithm with dynamic operator selection for feature selection in high-dimensional classification

The WEKA data mining software

Mark Hall, Eibe Frank, Geoffrey Holmes et al. · ACM SIGKDD Explorations Newsletter · 2009 · 17.8K citations

Engineering, Pattern Mining, Text Mining +16

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

Qingfu Zhang, Hui Li · IEEE Transactions on Evolutionary Computation · 2007 · 9.2K citations

Multiobjective Evolutionary Algorithm, Engineering, Intelligent Optimization +14

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

Kalyanmoy Deb, Himanshu Jain · IEEE Transactions on Evolutionary Computation · 2013 · 6.4K citations

Memetic Algorithm, Emo Algorithm, Engineering +14

A survey of decision tree classifier methodology

S.R. Safavian, D. A. Landgrebe · IEEE Transactions on Systems Man and Cybernetics · 1991 · 3.8K citations

Engineering, Machine Learning, Data Science +16

Feature Selection for Classification

Manoranjan Dash, Hua Liu · Intelligent Data Analysis · 1997 · 1.6K citations

Artificial Intelligence, Engineering, Machine Learning +16