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List of works by Yaochu Jin

A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto Fronts

scientific article published on 05 June 2018

A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks

scientific article published in 2022

A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy

scientific article published on 9 January 2017

A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks

scientific article published on 09 October 2018

A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems

scientific article published on 26 September 2018

A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems

scientific article published in 2024

A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization

scientific article

A competitive swarm optimizer for large scale optimization

scientific article published on 20 May 2014

A hierarchical gene regulatory network for adaptive multirobot pattern formation.

scientific article published on 31 January 2012

An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization

An improved support vector machine-based diabetic readmission prediction

scientific article published on 12 October 2018

Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multi-Objective Optimization

scientific article published in 2023

Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization

scientific article published on 11 February 2019

Calcium control of triphasic hippocampal STDP.

scientific article published on 19 May 2012

ColVO: Colonoscopic Visual Odometry Considering Geometric and Photometric Consistency

scientific article published on 26 October 2024

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems

scientific article published on 22 June 2017

Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation

scientific article published on 30 December 2019

Computational modeling of neural plasticity for self-organization of neural networks.

scientific article published on 24 April 2014

Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization

scientific article published in 2022

Data-Driven Evolutionary Optimization: An Overview and Case Studies

scientific article

Decentralized adaptive fuzzy control of robot manipulators.

scientific article published in January 1998

Diversity Assessment in Many-Objective Optimization.

scientific article published on 19 May 2016

Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer

scientific article published on 03 April 2019

Emergence of robust regulatory motifs from in silico evolution of sustained oscillation

scientific article published on 12 October 2010

Evolution and analysis of genetic networks for stable cellular growth and regeneration.

scientific article published on 31 August 2012

Evolution by adapting surrogates.

scientific article published on 25 June 2012

Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns

scientific article published on 17 November 2017

Evolutionary Multiobjective Image Feature Extraction in the Presence of Noise

scientific article published on 26 September 2014

Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)

scientific article published on 30 April 2020

Evolutionary non-linear modelling for selecting vaccines against antigenically variable viruses.

scientific article published on 19 November 2014

Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks

scientific article published on 24 June 2019

Evolving connectivity between genetic oscillators and switches using evolutionary algorithms.

scientific article published in June 2013

Evolving gene regulatory networks.

scientific article published in December 2009

Evolving neural fields for problems with large input and output spaces.

scientific article published on 24 January 2012

Finding Influential Nodes in Multiplex Networks Using a Memetic Algorithm

scientific article published on 05 June 2019

Guest Editorial Evolutionary Many-Objective Optimization

scientific article

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling

scientific article published on 18 December 2018

Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems

scientific article published on 31 January 2018

Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT Service

scientific article published on 18 September 2018

Learning structure of sensory inputs with synaptic plasticity leads to interference

scientific article published on 5 August 2015

Modeling activity-dependent plasticity in BCM spiking neural networks with application to human behavior recognition.

scientific article published on 20 October 2011

Multi-Objective Evolutionary Federated Learning

scientific article published on 24 June 2019

Multi-sensor optimal H∞ fusion filters for delayed nonlinear intelligent systems based on a unified model.

scientific article published on 24 November 2010

Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems

scientific article published on 19 June 2018

Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization

scientific article published on 06 July 2018

Multiple memory stores and operant conditioning: a rationale for memory's complexity.

scientific article published on 31 August 2008

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.

scientific article published on 16 December 2016

On the correlation between reservoir metrics and performance for time series classification under the influence of synaptic plasticity

scientific article

Particle swarm optimization for network-based data classification

scientific article published on 14 December 2018

Reduction strategies for hierarchical multi-label classification in protein function prediction

scientific article

Robustness of glycolysis in yeast to internal and external noise ⬇️

scientific article published on August 8, 2011

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor

scientific article published in April 2020

Surrogate-assisted multicriteria optimization: Complexities, prospective solutions, and business case

scientific article published in January 2017

Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues

scientific article published on 15 September 2023

Test Problems for Large-Scale Multiobjective and Many-Objective Optimization.

scientific article published on 26 August 2016

Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times

Vector field embryogeny

scientific article

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