Multitask Feature Learning as Multiobjective Optimization: A New Genetic Programming Approach to Image Classification

Evolutionary Transfer Optimization - A New Frontier in Evolutionary Computation Research

(2021) Kay Chen Tan et al.   IEEE Computational Intelligence Magazine

Multi-View Feature Construction Using Genetic Programming for Rolling Bearing Fault Diagnosis [Application Notes]

(2021) Bo Peng et al.   IEEE Computational Intelligence Magazine

Feature selection with kernelized multi-class support vector machine

(2021) Yinan Guo et al.   PATTERN RECOGNITION

Learning and Sharing: A Multitask Genetic Programming Approach to Image Feature Learning

(2021) Ying Bi et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

An Effective Feature Learning Approach Using Genetic Programming With Image Descriptors for Image Classification [Research Frontier]

(2020) Ying Bi et al.   IEEE Computational Intelligence Magazine

Generalizing from a Few Examples

(2020) Yaqing Wang et al.   ACM COMPUTING SURVEYS

Multi-task gradient descent for multi-task learning

(2020) Lu Bai et al.   Memetic Computing

Genetic Programming With Image-Related Operators and a Flexible Program Structure for Feature Learning in Image Classification

(2020) Ying Bi et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Genetic Programming With a New Representation to Automatically Learn Features and Evolve Ensembles for Image Classification

(2020) Ying Bi et al.   IEEE Transactions on Cybernetics

A survey on evolutionary machine learning

(2019) Harith Al-Sahaf et al.   JOURNAL OF THE ROYAL SOCIETY OF NEW ZEALAND

Ensemble prediction-based dynamic robust multi-objective optimization methods

(2019) Yinan Guo et al.   Swarm and Evolutionary Computation

Multifactorial Evolutionary Algorithm With Online Transfer Parameter Estimation: MFEA-II

(2019) Kavitesh Kumar Bali et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Solving Generalized Vehicle Routing Problem With Occasional Drivers via Evolutionary Multitasking

(2019) Liang Feng et al.   IEEE Transactions on Cybernetics

Multifactorial Genetic Programming for Symbolic Regression Problems

(2018) Jinghui Zhong et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors

(2017) Harith Al-Sahaf et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multiobjective Multifactorial Optimization in Evolutionary Multitasking

(2017) Abhishek Gupta et al.   IEEE Transactions on Cybernetics

Multifactorial Evolution: Toward Evolutionary Multitasking

(2016) Abhishek Gupta et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Evolutionary Multiobjective Image Feature Extraction in the Presence of Noise

(2015) Wissam A. Albukhanajer et al.   IEEE Transactions on Cybernetics

Feature Learning for Image Classification Via Multiobjective Genetic Programming

(2014) Ling Shao et al.   IEEE Transactions on Neural Networks and Learning Systems

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE