Yaochu Jin | Academic Influence

Yaochu Jin's AcademicInfluence.com Rankings

Yaochu Jin

Computer Science

#2468

World Rank

#2578

Historical Rank

Theoretical Computer Science

#32

World Rank

#32

Historical Rank

Machine Learning

#176

World Rank

#177

Historical Rank

Artificial Intelligence

#293

World Rank

#298

Historical Rank

computer-science Degrees

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Computer Science

Yaochu Jin's Degrees

PhD Computer Science University of Oxford
Masters Artificial Intelligence University of Oxford
Bachelors Computer Science University of Oxford

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Why Is Yaochu Jin Influential?

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According to Wikipedia, Yaochu Jin was born in Wujiang, Jiangsu Province, China in 1966. He received the B.Sc., M.Sc., and Ph.D. degrees from Zhejiang University, Hangzhou, China, in 1988, 1991, and 1996, respectively, and the Dr.-Ing. degree from Ruhr University Bochum , Germany, in 2001.

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Yaochu Jin's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Evolutionary optimization in uncertain environments-a survey (2005) (1547)
A comprehensive survey of fitness approximation in evolutionary computation (2005) (1262)
Surrogate-assisted evolutionary computation: Recent advances and future challenges (2011) (975)
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum] (2017) (900)
A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization (2016) (881)
RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm (2008) (652)
A framework for evolutionary optimization with approximate fitness functions (2002) (632)
A Competitive Swarm Optimizer for Large Scale Optimization (2015) (584)
A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization (2015) (575)
A social learning particle swarm optimization algorithm for scalable optimization (2015) (537)
Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement (2000) (490)
Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies (2008) (374)
An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility (2018) (356)
An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization (2015) (347)
Generalizing Surrogate-Assisted Evolutionary Computation (2010) (342)
A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization (2018) (287)
A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization (2014) (286)
A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization (2018) (283)
Combining Model-based and Genetics-based Offspring Generation for Multi-objective Optimization Using a Convergence Criterion (2006) (264)
Feature selection for high-dimensional classification using a competitive swarm optimizer (2018) (261)
Dynamic Weighted Aggregation for evolutionary multi-objective optimization: why does it work and how? (2001) (261)
Data-Driven Evolutionary Optimization: An Overview and Case Studies (2019) (243)
Evolutionary Computation in Dynamic and Uncertain Environments (2007) (241)
Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation (2019) (240)
Applications of Evolutionary Computing (2004) (237)
Big Data Opportunities and Challenges: Discussions from Data Analytics Perspectives [Discussion Forum] (2014) (231)
A benchmark test suite for evolutionary many-objective optimization (2017) (231)
Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems (2017) (227)
A Survey of Deep Learning Applications to Autonomous Vehicle Control (2019) (219)
Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems (2017) (217)
A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling (2015) (216)
Efficient Hierarchical Parallel Genetic Algorithms using Grid computing (2007) (213)
Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach (2003) (212)
Multi-Objective Machine Learning (2006) (205)
On generating FC3 fuzzy rule systems from data using evolution strategies (1999) (203)
Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithms (2006) (200)
Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization (2007) (199)
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles (2004) (199)
Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm (2009) (194)
A competitive mechanism based multi-objective particle swarm optimizer with fast convergence (2018) (186)
Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction (2005) (183)
Benchmark Generator for CEC'2009 Competition on Dynamic Optimization (2008) (182)
On Evolutionary Optimization with Approximate Fitness Functions (2000) (181)
Efficient search for robust solutions by means of evolutionary algorithms and fitness approximation (2006) (177)
A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy (2017) (166)
Federated Learning on Non-IID Data: A Survey (2021) (165)
Advanced fuzzy systems design and applications (2003) (163)
Adapting Weighted Aggregation for Multiobjective Evolution Strategies (2001) (163)
Surrogate-assisted hierarchical particle swarm optimization (2018) (163)
A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization (2019) (160)
Multi-Objective Evolutionary Federated Learning (2018) (157)
A critical survey of performance indices for multi-objective optimisation (2003) (156)
A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization (2019) (151)
Test Problems for Large-Scale Multiobjective and Many-Objective Optimization (2017) (149)
Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System (2016) (149)
Neural network regularization and ensembling using multi-objective evolutionary algorithms (2004) (148)
Diversity Assessment in Many-Objective Optimization (2017) (147)
A two-layer surrogate-assisted particle swarm optimization algorithm (2015) (144)
An improved (μ + λ)-constrained differential evolution for constrained optimization (2013) (142)
Constructing Dynamic Optimization Test Problems Using the Multi-objective Optimization Concept (2004) (141)
Generalized Multitasking for Evolutionary Optimization of Expensive Problems (2019) (139)
Bio-inspired self-organising multi-robot pattern formation: A review (2017) (138)
A systems approach to evolutionary multiobjective structural optimization and beyond (2009) (137)
An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems (2020) (130)
Structure optimization of neural networks for evolutionary design optimization (2005) (127)
On Test Functions for Evolutionary Multi-objective Optimization (2004) (127)
Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results (2017) (126)
Knowledge incorporation in evolutionary computation (2005) (122)
Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns (2019) (120)
Phytate intake and molar ratios of phytate to zinc, iron and calcium in the diets of people in China (2007) (120)
Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer (2020) (116)
Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles (2019) (116)
Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems (2019) (114)
A Coevolutionary Framework for Constrained Multiobjective Optimization Problems (2021) (110)
A new fitness estimation strategy for particle swarm optimization (2013) (110)
The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence (2016) (107)
Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation (2019) (104)
Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems (2019) (103)
Managing approximate models in evolutionary aerodynamic design optimization (2001) (103)
A directed search strategy for evolutionary dynamic multiobjective optimization (2015) (102)
Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction (2014) (102)
A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation (2007) (98)
Decentralized adaptive fuzzy control of robot manipulators (1998) (96)
Lamarckian memetic algorithms: local optimum and connectivity structure analysis (2009) (95)
A mini-review on preference modeling and articulation in multi-objective optimization: current status and challenges (2017) (95)
Agent-based evolutionary approach for interpretable rule-based knowledge extraction (2005) (92)
Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems (2019) (91)
A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts (2021) (86)
Morphogenetic Robotics: An Emerging New Field in Developmental Robotics (2011) (86)
A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto Fronts (2019) (85)
Effectiveness and efficiency of non-dominated sorting for evolutionary multi- and many-objective optimization (2017) (85)
Stacking-based ensemble learning of decision trees for interpretable prostate cancer detection (2019) (84)
Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation (2017) (84)
A model-based evolutionary algorithm for bi-objective optimization (2005) (83)
A New Surrogate-Assisted Interactive Genetic Algorithm With Weighted Semisupervised Learning (2013) (83)
Extracting Interpretable Fuzzy Rules from RBF Networks (2003) (81)
Reduction strategies for hierarchical multi-label classification in protein function prediction (2016) (81)
A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems (2020) (80)
A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem (2017) (78)
An improved support vector machine-based diabetic readmission prediction (2018) (77)
A cellular mechanism for multi-robot construction via evolutionary multi-objective optimization of a gene regulatory network (2009) (76)
A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric (2016) (76)
A radial space division based evolutionary algorithm for many-objective optimization (2017) (75)
Voronoi-based estimation of distribution algorithm for multi-objective optimization (2004) (75)
Adaptive encoding for aerodynamic shape optimization using evolution strategies (2001) (74)
Evolution by Adapting Surrogates (2013) (73)
A framework for finding robust optimal solutions over time (2013) (72)
Incorporation Of Fuzzy Preferences Into Evolutionary Multiobjective Optimization (2002) (72)
Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor (2020) (71)
Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks (2020) (70)
Evolutionary Large-Scale Multi-Objective Optimization: A Survey (2021) (68)
Robust optimization over time — A new perspective on dynamic optimization problems (2010) (66)
Fitness Approximation In Evolutionary Computation - a Survey (2002) (66)
Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs) (2019) (65)
Ternary Compression for Communication-Efficient Federated Learning (2020) (64)
Connectedness, regularity and the success of local search in evolutionary multi-objective optimization (2003) (63)
A Hierarchical Gene Regulatory Network for Adaptive Multirobot Pattern Formation (2012) (63)
An improved random forest-based rule extraction method for breast cancer diagnosis (2020) (63)
Model-based evolutionary algorithms: a short survey (2018) (63)
Surrogate-Assisted Multicriteria Optimization: Complexities, Prospective Solutions, and Business Case (2017) (63)
An Efficient Approach to Non-dominated Sorting for Evolutionary Multi-objective Optimization (2014) (62)
Artificial intelligence in recommender systems (2020) (62)
Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxis (2015) (62)
A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks (2020) (62)
Comparing neural networks and Kriging for fitness approximation in evolutionary optimization (2003) (62)
Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical Model (2011) (62)
Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud system (2017) (62)
From federated learning to federated neural architecture search: a survey (2020) (61)
Evolutionary multi-objective blocking lot-streaming flow shop scheduling with interval processing time (2016) (60)
A multi-objective evolutionary algorithm guided by directed search for dynamic scheduling (2017) (59)
Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems (2018) (57)
Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier] (2019) (55)
Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts (2015) (55)
Reconstructing biological gene regulatory networks: where optimization meets big data (2014) (54)
Modeling neural plasticity in echo state networks for classification and regression (2016) (54)
A two-stage R2 indicator based evolutionary algorithm for many-objective optimization (2018) (53)
Evolutionary Multiobjective Image Feature Extraction in the Presence of Noise (2015) (51)
Benchmark Functions for the CEC'2017 Competition on Many-Objective Optimization (2017) (51)
Co-evolutionary modular neural networks for automatic problem decomposition (2005) (50)
Real-World Applications of Multiobjective Optimization (2008) (50)
On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments (2014) (49)
Neural network based fuzzy identification and its application to modeling and control of complex systems (1995) (49)
High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach (2019) (48)
An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimization (2020) (48)
Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes (2019) (48)
Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization (2021) (47)
A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect (2015) (47)
Approximate non-dominated sorting for evolutionary many-objective optimization (2016) (47)
A morphogenetic approach to flexible and robust shape formation for swarm robotic systems (2013) (46)
A Generic Test Suite for Evolutionary Multifidelity Optimization (2018) (45)
Emerged Coupling of Motor Control and Morphological Development in Evolution of Multi-cellular Animats (2009) (45)
Quality Measures for Approximate Models in Evolutionary Computation (2003) (44)
A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems (2018) (44)
Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes] (2017) (42)
A tree ensemble-based two-stage model for advanced-stage colorectal cancer survival prediction (2019) (42)
$$\mu $$μJADE: adaptive differential evolution with a small population (2016) (41)
A dynamic optimization approach to the design of cooperative co-evolutionary algorithms (2016) (41)
Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations (2005) (40)
A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization (2021) (39)
An approach to rule-based knowledge extraction (1998) (39)
Multi‐objective ensemble generation (2015) (39)
Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization (2007) (39)
Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions (2020) (39)
Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling (2020) (38)
Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization (2020) (38)
Cross-Ball: A new morphogenetic self-reconfigurable modular robot (2011) (38)
Inverse multi-objective robust evolutionary design (2006) (37)
Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation (2019) (37)
Generalization Improvement in Multi-Objective Learning (2006) (36)
Human activity detection using spiking neural networks regulated by a gene regulatory network (2010) (36)
Balancing Population- and Individual-Level Adaptation in Changing Environments (2009) (36)
A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services (2019) (35)
Genomic-scale analysis of gene expression profiles in TNF-α treated human umbilical vein endothelial cells (2002) (35)
Pareto-based Multi-Objective Machine Learning (2007) (35)
Agent Based Negotiation for Collaborative Design Decision Making (2004) (34)
Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network (2022) (34)
Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization (2019) (33)
A Developmental Approach to Structural Self-Organization in Reservoir Computing (2012) (33)
Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithm (2011) (33)
An adaptive decomposition-based evolutionary algorithm for many-objective optimization (2019) (33)
Classifier ensembles for image identification using multi-objective Pareto features (2017) (32)
A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization (2019) (32)
Global shape with morphogen gradients and motile polarized cells (2009) (31)
Small data driven evolutionary multi-objective optimization of fused magnesium furnaces (2016) (31)
A multi-swarm evolutionary framework based on a feedback mechanism (2013) (31)
A multi-objective approach to robust optimization over time considering switching cost (2017) (31)
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part B (2021) (31)
User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithm (2017) (31)
Finding Influential Nodes in Multiplex Networks Using a Memetic Algorithm (2019) (30)
Generating diverse and accurate classifier ensembles using multi-objective optimization (2014) (30)
Particle swarm optimization for network-based data classification (2019) (30)
Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system (2017) (30)
Multi-train: A semi-supervised heterogeneous ensemble classifier (2017) (30)
Modeling Activity-Dependent Plasticity in BCM Spiking Neural Networks With Application to Human Behavior Recognition (2011) (29)
Evolutionary Computation and Big Data: Key Challenges and Future Directions (2016) (29)
Real-Time Federated Evolutionary Neural Architecture Search (2020) (28)
Knowledge Incorporation into Neural Networks From Fuzzy Rules (1999) (28)
An affinity propagation clustering based particle swarm optimizer for dynamic optimization (2020) (28)
A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design (2012) (28)
Multi-surrogate multi-tasking optimization of expensive problems (2020) (28)
Evolutionary Multi-objective Optimization of Spiking Neural Networks (2007) (28)
Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detection (2018) (28)
Neural Networks for Fitness Approximation in Evolutionary Optimization (2005) (28)
Two-stage assortative mating for multi-objective multifactorial evolutionary optimization (2017) (27)
Impaired long-term quality of life in survivors of severe sepsis (2013) (27)
A repository of real-world datasets for data-driven evolutionary multiobjective optimization (2019) (27)
Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing (2019) (27)
Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing Multi-Robot System (2009) (27)
Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robots (2014) (26)
A Method for a Posteriori Identification of Knee Points Based on Solution Density (2018) (26)
Solving Many-Objective Optimization Problems via Multistage Evolutionary Search (2019) (25)
A cellular model for the evolutionary development of lightweight material with an inner structure (2008) (25)
Efficient evolutionary optimization using individual-based evolution control and neural networks: A comparative study (2005) (25)
Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling (2021) (25)
A morphogenetic framework for self-organized multirobot pattern formation and boundary coverage (2012) (25)
A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems (2020) (25)
Computational modeling of neural plasticity for self-organization of neural networks (2014) (25)
An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems (2020) (24)
Offline data-driven evolutionary optimization based on tri-training (2021) (24)
Evolutionary Optimization with Dynamic Fidelity Computational Models (2008) (24)
Robustness of glycolysis in yeast to internal and external noise. (2011) (23)
A Morphogenetic Approach to Self-Reconfigurable Modular Robots using a Hybrid Hierarchical Gene Regulatory Network (2010) (23)
Trusted Evolutionary Algorithm (2006) (23)
Evolutionary Complex Engineering Optimization: Opportunities and Challenges (2013) (23)
Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion Diagnosis (2021) (22)
A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps (2017) (22)
Evolving in silico bistable and oscillatory dynamics for gene regulatory network motifs (2008) (22)
Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph Embedding (2020) (22)
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part A (2021) (22)
Multiple-Solution Optimization Strategy for Multirobot Task Allocation (2020) (22)
Evolutionary Computation in Dynamic and Uncertain Environments (Studies in Computational Intelligence) (2007) (22)
Techniques in Neural-Network-Based Fuzzy System Identification and Their Application to Control of Complex Systems (1999) (22)
Computational Intelligence in Big Data [Guest Editorial] (2014) (21)
Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms (2016) (21)
On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization (2016) (21)
Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty (2007) (21)
Multi-Objective Machine Learning (Studies in Computational Intelligence) (Studies in Computational Intelligence) (2006) (21)
Extracting Interpretable Fuzzy Rules from RBF Neural Networks (2000) (21)
An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks (2015) (21)
Augmented windows fuzzy firewall for preventing denial of service attack (2017) (20)
Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT Service (2020) (20)
A Strategy for Self-Organized Coordinated Motion of a Swarm of Minimalist Robots (2017) (20)
A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks (2020) (20)
Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple Scenarios (2021) (20)
Fuzzy Systems in Bioinformatics and Computational Biology (2009) (20)
Computational Intelligence in Big Data (2014) (20)
An evolution strategy assisted by an ensemble of local Gaussian process models (2013) (20)
A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance Relationships (2020) (20)
Multi-objective Search of Robust Neural Architectures against Multiple Types of Adversarial Attacks (2021) (20)
A Gene Regulatory Model for the Development of Primitive Nervous Systems (2008) (19)
Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines (2020) (19)
Bio-Inspired Self-Organizing Robotic Systems (2011) (19)
A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems (2021) (19)
A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems (2020) (19)
Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization (2010) (19)
Data-Driven Evolutionary Optimization (2021) (19)
An adaptive model selection strategy for surrogate-assisted particle swarm optimization algorithm (2016) (19)
Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers (2006) (19)
Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization (2021) (18)
Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks (2020) (18)
Alleviating Catastrophic Forgetting via Multi-Objective Learning (2006) (18)
Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis (2003) (18)
Evolutionary Complex Engineering Optimization: Opportunities and Challenges [Guest Editorial] (2013) (17)
Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic system (2010) (17)
Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts (2019) (17)
On The Dynamics Of Evolutionary Multi-objective Optimization (2002) (17)
Systematic evaluation of machine learning methods for identifying human-pathogen protein-protein interactions (2020) (17)
Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization (2015) (17)
Emergence of feedback in artificial gene regulatory networks (2007) (17)
Adaptive Swarm Robot Region Coverage Using Gene Regulatory Networks (2014) (17)
Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover (2007) (16)
Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation times (2020) (16)
Self-organizing cooperative sensor network for remote surveillance: current results (1999) (16)
Evolving neural fields for problems with large input and output spaces (2012) (16)
Morphogen diffusion algorithms for tracking and herding using a swarm of kilobots (2018) (16)
Emergence of robust regulatory motifs from in silico evolution of sustained oscillation (2011) (16)
Surrogate-Assisted Evolutionary Optimization of Large Problems (2019) (16)
Reference point based prediction for evolutionary dynamic multiobjective optimization (2016) (16)
Calcium control of triphasic hippocampal STDP (2012) (16)
Distributed Additive Encryption and Quantization for Privacy Preserving Federated Deep Learning (2020) (16)
Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance (2020) (16)
EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION APPROACH TO CONSTRUCTING NEURAL NETWORK ENSEMBLES FOR REGRESSION (2004) (16)
An examination of different fitness and novelty based selection methods for the evolution of neural networks (2013) (15)
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks (2021) (15)
Comparative studies on micro heat exchanger optimisation (2003) (15)
A morphogenetic self-organization algorithm for swarm robotic systems using relative position information (2010) (15)
Morphogenetic Self-Reconfiguration of Modular Robots (2011) (15)
Echo state networks regulated by local intrinsic plasticity rules for regression (2019) (15)
Prediction of convergence dynamics of design performance using differential recurrent neural networks (2008) (14)
Trade-off between Optimality and Robustness: An Evolutionary Multiobjective Approach (2003) (14)
Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization (2018) (14)
On the Influence of Phenotype Plasticity on Genotype Diversity (2007) (14)
Genetic algorithm based sensor network optimization for target tracking (1999) (14)
On the Correlation between Reservoir Metrics and Performance for Time Series Classification under the Influence of Synaptic Plasticity (2014) (14)
References or Preferences – Rethinking Many-objective Evolutionary Optimization (2019) (14)
Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm (2020) (14)
Learning structure of sensory inputs with synaptic plasticity leads to interference (2015) (14)
Corrections to “Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies” [May 08 397-415] (2009) (14)
A Federated Data-Driven Evolutionary Algorithm (2021) (14)
A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportation (2019) (13)
Evolving Functional Symmetry in a Three Dimensional Model of an Elongated Organism (2008) (13)
The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities (2012) (13)
An a priori knee identification multi-objective evolutionary algorithm based on α-dominance (2019) (13)
Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times (2021) (13)
A federated data-driven evolutionary algorithm for expensive multi-/many-objective optimization (2021) (13)
Influence of regulation logic on the easiness of evolving sustained oscillation for gene regulatory networks (2009) (13)
A synergetic immune clonal selection algorithm based multi-objective optimization method for carbon fiber drawing process (2013) (13)
Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection (2016) (12)
Similarity-based evolution control for fitness estimation in particle swarm optimization (2013) (12)
Evolutionary multi-objective optimization of robustness and innovation in redundant genetic representations (2009) (12)
Self-adaptive multi-robot construction using gene regulatory networks (2009) (12)
A fitness-independent evolvability measure for evolutionary developmental systems (2010) (12)
Semi-supervised learning assisted particle swarm optimization of computationally expensive problems (2018) (12)
Evaluating flexible fuzzy controllers via evolution strategies (1999) (12)
Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization (2016) (12)
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization (2022) (11)
Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization (2021) (11)
Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping (2006) (11)
Heterogeneous classifier ensembles for EEG-based motor imaginary detection (2012) (11)
Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction (2020) (11)
A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness Optimization (2021) (11)
Combination of EDA and DE for continuous biobjective optimization (2008) (11)
Non-dominated sorting on performance indicators for evolutionary many-objective optimization (2021) (11)
An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization (2022) (11)
Enhancing classification of mass spectrometry imaging data with deep neural networks (2017) (11)
Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulations (2014) (10)
Evolutionary multi-objective optimisation with a hybrid representation (2003) (10)
Evolution and Analysis of Genetic Networks for Stable Cellular Growth and Regeneration (2012) (10)
A self-adaptive similarity-based fitness approximation for evolutionary optimization (2016) (10)
Errata to "RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm" [Feb 08 41-63] (2008) (10)
Multi-sensor optimal H∞ fusion filters for delayed nonlinear intelligent systems based on a unified model (2011) (10)
A proactive scheduling approach to steel rolling process with stochastic machine breakdown (2017) (10)
Generating multiple reference vectors for a class of many-objective optimization problems with degenerate Pareto fronts (2020) (10)
On Evolutionary Optimization of Large Problems Using Small Populations (2005) (10)
Evolutionary multi-objective optimization of trace transform for invariant feature extraction (2012) (9)
Feature selection for high-dimensional classification using a competitive swarm optimizer (2016) (9)
Distributed Multi-Agent Systems for a Collective Construction Task based on Virtual Swarm Intelligence (2010) (9)
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing (2022) (9)
Bayesian Approaches to Surrogate-Assisted Evolutionary Multi-objective Optimization: A Comparative Study (2019) (9)
Reversing drug resistance in the ovarian carcinoma cell line SKOV3/mdr1 in vitro by antisense oligodeoxynucleotides. (2001) (9)
An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern Representation (2018) (9)
Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection (2019) (8)
Transfer Learning Based Co-Surrogate Assisted Evolutionary Bi-Objective Optimization for Objectives with Non-Uniform Evaluation Times (2021) (8)
Incidence and predictors of aorta calcification in patients with systemic lupus erythematosus (2019) (8)
Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation Classification (2021) (8)
Decision-making and multi-objectivization for cost sensitive robust optimization over time (2020) (8)
Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization (2022) (8)
Pareto analysis of evolutionary and learning systems (2009) (8)
Vector Field Embryogeny (2009) (8)
Network structural optimization based on swarm intelligence for highlevel classification (2016) (8)
Fusing bottom-up and top-down pathways in neural networks for visual object recognition (2010) (8)
Combining genetic oscillators and switches using evolutionary algorithms (2012) (8)
A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective Optimization (2021) (8)
Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary Algorithm (2020) (8)
Editorial to special issue on evolutionary computation in dynamic and uncertain environments (2006) (8)
Analysis of Gene Regulatory Network Motifs in Evolutionary Development of Multicellular Organisms (2010) (7)
Evaluating Automatically Generated YARA Rules and Enhancing Their Effectiveness (2020) (7)
Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems (2022) (7)
Theoretical comparisons of search dynamics of genetic algorithms and evolution strategies (2005) (7)
Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation Coefficient (2013) (7)
Demonstrator selection in a social learning particle swarm optimizer (2014) (7)
Editorial IEEE Transactions on Cognitive and Developmental Systems (2016) (7)
Performance of Sequential Organ Failure Assessment, Logistic Organ Dysfunction and Multiple Organ Dysfunction score in severe sepsis within Chinese intensive care units (2011) (7)
Immune-inspired self-adaptive collaborative control allocation for multi-level stretching processes (2016) (7)
Object recognition using a bio-inspired neuron model with bottom-up and top-down pathways (2011) (7)
An ensemble of single multiplicative neuron models for probabilistic prediction (2016) (7)
Image Clustering Using an Augmented Generative Adversarial Network and Information Maximization (2020) (7)
Neural network ensembles for image identification using Pareto-optimal features (2014) (7)
A Survey on Knee-Oriented Multiobjective Evolutionary Optimization (2022) (7)
Exploiting inherent regularity in control of multilegged robot locomotion by evolving neural fields (2011) (7)
Modeling Regularity to Improve Scalability of Model-Based Multiobjective Optimization Algorithms (2008) (7)
An efficient method for online detection of polychronous patterns in spiking neural networks (2017) (7)
Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimization (2013) (7)
A dynamic SVR–ARMA model with improved fruit fly algorithm for the nonlinear fiber stretching process (2016) (7)
A Surrogate-Assisted Evolutionary Algorithm with Random Feature Selection for Large-Scale Expensive Problems (2020) (7)
Evolving Connectivity between Genetic oscillators and Switches using Evolutionary Algorithms (2013) (7)
Guest Editorial Special Issue on Evolutionary Computation in the Presence of Uncertainty (2006) (7)
Automated Selection of Evolutionary Multi-objective Optimization Algorithms (2019) (6)
A Study on Metamodeling Techniques, Ensembles, and Multi-Surrogates in Surrogate-Assisted Memetic Algorithms (2007) (6)
Synergies between synaptic and intrinsic plasticity in echo state networks (2021) (6)
Evolutionary truss layout optimization using the vectorized structure approach (2013) (6)
PIVODL: Privacy-preserving vertical federated learning over distributed labels (2021) (6)
A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse Truncation Operator for Multi-Objective Optimization (2022) (6)
A Secure Federated Data-Driven Evolutionary Multi-objective Optimization Algorithm (2022) (6)
Benchmark Functions for CEC ’ 2017 Competition on Evolutionary Many-Objective Optimization (2017) (6)
A Survey on Surrogate-assisted Efficient Neural Architecture Search (2022) (6)
Morphogenetic Self-Organization of Collective Movement without Directional Sensing (2014) (6)
A fast constrained state transition algorithm (2021) (6)
EEG feature learning with Intrinsic Plasticity based Deep Echo State Network (2020) (6)
Fault-tolerant adaptive tracking control of Euler-Lagrange systems - An echo state network approach driven by reinforcement learning (2021) (6)
Guest Editorial Evolutionary Many-Objective Optimization (2018) (6)
Adaptive modelling strategy for continuous multi-objective optimization (2007) (5)
Special Issue on Evolutionary and Developmental Robotics [Guest Editorial] (2010) (5)
A hybrid instance-intensive workflow scheduling method in private cloud environment (2017) (5)
Introduction to Machine Learning (2021) (5)
A new approach to dynamics analysis of genetic algorithms without selection (2005) (5)
Information Maximization Clustering via Multi-View Self-Labelling (2021) (5)
Adaptive fuzzy modelling and identification with its applications (1995) (5)
Prediction of Physical Properties of Crude Oil Based on Ensemble Random Weights Neural Network (2018) (5)
Evolving H‐GRNs for Morphogenetic Adaptive Pattern Formation of Swarm Robots (2016) (5)
Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion (2019) (5)
Data Driven Evolutionary Optimization of Complex Systems: Big Data Versus Small Data (2016) (5)
[Analysis of pathogen spectrum and antimicrobial resistance of pathogens associated with hospital-acquired infections collected from 11 teaching hospitals in 2018]. (2020) (5)
A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space Decomposition (2021) (5)
Evolutionary non-linear modelling for selecting vaccines against antigenically variable viruses (2015) (5)
Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization (2022) (5)
Redundancy creates opportunity in developmental representations (2011) (5)
NEATfields: evolution of neural fields (2010) (5)
Guest Editorial Special Issue on Knowledge Extraction and Incorporation in Evolutionary Computation (2005) (5)
Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape Formation (2020) (5)
Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators (2013) (5)
Garteur AD/AG-52: Surrogate-Based Global Optimization Methods in Preliminary Aerodynamic Design (2018) (5)
Toward Real-Time Federated Evolutionary Neural Architecture Search (2021) (5)
Nature-Inspired Graph Optimization for Dimensionality Reduction (2017) (5)
A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization (2022) (5)
Approximate models for constraint functions in evolutionary constrained optimization (2011) (5)
Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems (2016) (5)
Effectiveness of Weighted Aggregation of Objectives for Evolutionary Multiobjective Optimization : Methods , Analysis and Applications (2005) (5)
Language model based interactive estimation of distribution algorithm (2020) (4)
Knowledge in evolutionary and learning systems (2002) (4)
Modeling neural plasticity in echo state networks for time series prediction (2014) (4)
Pareto-optimality is everywhere: From engineering design, machine learning, to biological systems (2008) (4)
Multiobjective shape design in a ventilation system with a preference-driven surrogate-assisted evolutionary algorithm (2019) (4)
Effect of Communication Modes to Swarm Robotic Search (2014) (4)
Morphogenetic Robotics: A New Paradigm for Designing Self-Organizing, Self-Reconfigurable and Self-Adaptive Robots (2012) (4)
Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization (2017) (4)
Multi-directional Prediction Approach for Dynamic Multi-objective Optimization Problems (2018) (4)
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search (2020) (4)
Cooperative Coevolutionary CMA-ES with Landscape-Aware Grouping in Noisy Environments (2022) (4)
Evolution of Neural Organization in a Hydra-Like Animat (2008) (4)
Fuzzy Logic in Evolving in silicoOscillatory Dynamics for Gene Regulatory Networks (2009) (4)
A Gated Recurrent Unit based Echo State Network (2020) (4)
Fuzzy Sets and Fuzzy Systems (2018) (4)
Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics (2021) (4)
Evolution of Multisensory Integration in Large Neural Fields (2011) (4)
Local Model-Based Pareto Front Estimation for Multiobjective Optimization (2023) (4)
Parallel-Machine Rescheduling with Job Rejection in the Presence of Job Unavailability (2020) (4)
FedMed-GAN: Federated Multi-Modal Unsupervised Brain Image Synthesis (2022) (4)
FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform Loss (2022) (4)
A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction (2013) (4)
A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber production (2015) (4)
Generating distinguishable, complete, consistent and compact fuzzy systems using evolutionary algorithms (2003) (4)
Evolutionary Optimization of Liquid State Machines for Robust Learning (2019) (4)
Tiny Adversarial Mulit-Objective Oneshot Neural Architecture Search (2021) (4)
FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels (2022) (4)
Optimisation of Transonic Gas Turbine Blades with Evolution Strategies (2002) (4)
A benchmark test suite for evolutionary many-objective optimization (2017) (4)
EvoX: A Distributed GPU-accelerated Library towards Scalable Evolutionary Computation (2023) (3)
Evolving heterochrony for cellular differentiation using vector field embryogeny (2010) (3)
Dynamic Links and Evolutionary History in Simulated Gene Regulatory Networks (2009) (3)
Comparisons of different kernels in Kriging-assisted evolutionary expensive optimization (2017) (3)
A Multi-indicator based Selection Strategy for Evolutionary Many-objective Optimization (2019) (3)
Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO (2020) (3)
Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy Systems (2006) (3)
How does spatial crowdedness affect patenting performance in industrial clusters? An empirical study on the moderated U-shaped relationship (2019) (3)
Quantitative analysis of redundancy in evolution of developmental systems (2012) (3)
Intelligent Computing: The Latest Advances, Challenges and Future (2022) (3)
A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision support (2021) (3)
Searching for Robustness Intervals in Evolutionary Robust Optimization (2021) (3)
New performance indicators for robust optimization over time (2015) (3)
Fedmed-Gan: Federated Domain Translation on Unsupervised Cross-Modality Brain Image Synthesis (2022) (3)
Recent Advances in Bayesian Optimization (2022) (3)
Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization (2019) (3)
A New Selection Strategy for Decomposition-based Evolutionary Many-Objective Optimization (2019) (3)
Thematic issue on “bio-inspired learning for data analysis” (2017) (3)
IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing (2023) (3)
Fuzzy Systems and Knowledge Discovery, Second International Conference, FSKD 2005, Changsha, China, August 27-29, 2005, Proceedings, Part I (2005) (3)
Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural Architectures (2022) (3)
Evolving gene regulatory networks (2009) (3)
Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary Optimization. (2022) (3)
Computational Modeling of Structural Synaptic Plasticity in Echo State Networks (2021) (3)
Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compression (2021) (3)
From federated learning to federated neural architecture search: a survey (2021) (3)
Action Command Encoding for Surrogate-Assisted Neural Architecture Search (2022) (3)
Morphogenetic Robotics - An Evolutionary Developmental Approach to Morphological and Neural Self-Organization of Robotic Systems (2011) (3)
Evolutionary and Swarm Optimization (2021) (2)
[Coverage rate and adverse reactions of National Immunization Program vaccines in children with spinal muscular atrophy: a cross-sectional retrospective cohort study]. (2020) (2)
[Sanger sequencing for the diagnosis of spinal muscular atrophy patients with survival motor neuron gene 1 compound heterozygous mutation]. (2017) (2)
[The role of bcl-2 and bax genes and programmed cell death in the temporomandibular joint development]. (2000) (2)
Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis (2021) (2)
A Survey of Visual Sensory Anomaly Detection (2022) (2)
A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-driven Dynamic Optimization. (2020) (2)
Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm (2023) (2)
Sparse-attentive meta temporal point process for clinical decision support (2022) (2)
Evolutionary Reinforcement Learning: A Survey (2023) (2)
Hyperparameter Estimation in SVM with GPU Acceleration for Prediction of Protein-Protein Interactions (2019) (2)
A Fast Differential Grouping Algorithm for Large Scale Black-Box Optimization (2019) (2)
Evo-devo-robo workshop program (2012) (2)
Evolving Hyperparameters for Training Deep Neural Networks against Adversarial Attacks (2019) (2)
An Improving Strength Pareto Evolutionary Algorithm Based on Bayesian Network with Decision Graphs (2005) (2)
Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks (2019) (2)
A model-based hybrid soft actor-critic deep reinforcement learning algorithm for optimal ventilator settings (2022) (2)
Applications of Evolutionary Computing: Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC (Lecture Notes in Computer Science) (2005) (2)
Studies in Computational Intelligence: Preface (2011) (2)
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment (2022) (2)
A survey on computationally efficient neural architecture search (2022) (2)
A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems (2018) (2)
Combination of Genetic Algorithms and Evolution Strategies with Self-adaptive Switching (2009) (2)
Thematic issue on knowledge and data driven evolutionary multi-objective optimization (2022) (2)
Guest Editorial Special Issue on Computational Modeling of Neural and Brain Development (2011) (2)
An interpretable deep neural network for colorectal polyp diagnosis under colonoscopy (2021) (2)
A practical tutorial on solving optimization problems via PlatEMO (2023) (2)
Federated Learning: Fundamentals and Advances (2023) (2)
A fuzzy constraint handling technique for decomposition-based constrained multi- and many-objective optimization (2022) (2)
Rescheduling Under Disruptions in Manufacturing Systems (2020) (2)
Object Recognition using Neural Networks with Bottom-up and Top-down Pathways (2)
Special issue on “Data-driven evolutionary optimization” (2017) (2)
Combining Particle Swarm Optimisation with Genetic Algorithm for Contextual Analysis of Medical Images (2011) (2)
Rescheduling Under Disruptions in Manufacturing Systems: Models and Algorithms (2020) (2)
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications and Open Issues (2022) (2)
Multiple memory stores and operant conditioning: A rationale for memory’s complexity (2009) (2)
FILTERING NORMAL DIABETIC RETINOPATHY IMAGES THROUGH EVOLUTIONARY COMPUTATION (2011) (1)
Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems (2022) (1)
A Performance Indicator Based Infill Criterion for Expensive Multi-/Many-objective Optimization (2023) (1)
Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore (2023) (1)
A Survey of Cross-Modality Brain Image Synthesis (2022) (1)
Comparative analysis of acoustic emission signal frequency characteristics between packsand and granite (2011) (1)
WITHDRAWN: Evolving gene regulatory networks. (2009) (1)
FedMed-ATL: Misaligned Unpaired Cross-Modality Neuroimage Synthesis via Affine Transform Loss (2022) (1)
A Decomposition Method for Both Additively and Non-additively Separable Problems (2022) (1)
Finding the Optimal Search Dimension for Evolution Strategies with A Small Population (1)
Classical Optimization Algorithms (2021) (1)
Emerged optimal distribution of computational workload in the evolution of an undulatory animat (2010) (1)
Towards Fairness-Aware Multi-Objective Optimization (2022) (1)
Neural Network Based Fuzzy Systems Design (2003) (1)
Fuzzy Preferences Incorporation into Multi-objective Optimization (2003) (1)
A benchmark generator for online dynamic single-objective and multi-objective optimization problems (2022) (1)
Genomic polymorphisms within alpha 7 nicotinic acetylcholine receptor and severe sepsis in Chinese Han population (2010) (1)
Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks. (2022) (1)
Trade-off between computational complexity and accuracy in evolutionary image feature extraction (2015) (1)
Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images (2023) (1)
Surrogate-Assisted Multi-objective Evolutionary Optimization (2021) (1)
Alleviating Search Bias in Bayesian Evolutionary Optimization with Many Heterogeneous Objectives (2022) (1)
An Adaptive Gaussian Process Based Manifold Transfer Learning to Expensive Dynamic Multi-Objective Optimization (2023) (1)
Towards A More Effective Bidirectional LSTM-Based Learning Model for Human-Bacterium Protein-Protein Interactions (2020) (1)
Incremental Approximation Models for Constrained Evolutionary Optimization (2015) (1)
Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II (2005) (1)
Use of Global Drag Rise Boundaries to Investigate Ill-Posed Transonic Airfoil Optimization (2018) (1)
Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement Learning (2021) (1)
Toward a gene regulatory network model for evolving chemotaxis behavior (2008) (1)
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning (2022) (1)
The evolutionary emergence of neural organization in a hydra-like animat (2009) (1)
Interpretability improvement of RBF-based neurofuzzy systems using regularized learning (2003) (1)
The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory Organism (2009) (1)
A unified computational model of the genetic regulatory networks underlying synaptic, intrinsic and homeostatic plasticity (2011) (1)
Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat (2010) (1)
Deep Industrial Image Anomaly Detection: A Survey (2023) (1)
Surrogate-Assisted High-Dimensional Evolutionary Optimization (2021) (1)
Reconstructing regulatory networks in Streptomyces using evolutionary algorithms (2013) (1)
Guest Editorial Special Issue on Big Data and Computational Intelligence for Agile Wireless IoT (2020) (1)
The crystal structure of COVID-19 main protease in complex with GC376 (2020) (1)
A directed search strategy for evolutionary dynamic multiobjective optimization (2014) (1)
CMSN: Continuous Multi-stage Network and Variable Margin Cosine Loss for Temporal Action Proposal Generation (2019) (1)
Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping. (2022) (1)
Incremental data-driven optimization of complex systems in nonstationary environments (2018) (1)
Cross-Modality Neuroimage Synthesis: A Survey (2022) (1)
Distributed machine learning, optimization and applications (2022) (1)
End-to-End Pareto Set Prediction with Graph Neural Networks for Multi-objective Facility Location (2022) (1)
A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization (2022) (1)
CIS Publication Spotlight Publication Spotlight (2016) (1)
Proceedings of the 2011 IEEE symposium on computational intelligence in dynamic and uncertain environments (CIDUE 2011) (2011) (0)
Guest Editorial: Special Issue on Evolving Developmental Systems (2011) (0)
A two-layer surrogate-assisted particle swarm optimization algorithm (2014) (0)
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial] (2023) (0)
Book and Media Review Editor (2008) (0)
Preface from IEEE SSCI 2016 general chairs (2016) (0)
Non-Linear and Multi-Domain Modelling of a Permanent Magnet Linear Synchronous Machine for Free Piston Engine Generators (2022) (0)
Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problems (2014) (0)
A Strengthened Dominance RelationConsidering Convergence and Diversity forEvolutionary Many-Objective Optimization (2018) (0)
Interactive comment on “ Multi-objective parameter optimization of common land model using adaptive surrogate modelling ” by W . Gong (2014) (0)
Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing (2021) (0)
Elitism-Based Transfer Learning and Diversity Maintenance for Dynamic Multi-Objective Optimization (2023) (0)
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Untangling energy metabolism (2011) (0)
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HIME: Mining and Ensembling Heterogeneous Information for Protein Interaction Predictions (2020) (0)
Ensemble Learning Optimization for Diabetic Retinopathy Image Analysis (2015) (0)
Title : Single-trial classification of the P 300 event-related potential for shaping human-robot interaction (2009) (0)
Special issue on UKCI 2013 (2015) (0)
Rescheduling with Controllable Processing Times and Job Rejection in the Presence of New Arrival Jobs and Deterioration Effect (2020) (0)
DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path Problems (2023) (0)
CIS Publication Spotlight [Publication Spotlight] (2018) (0)
Proceedings of the 10th International Conference on Simulated Evolution and Learning - Volume 8886 (2014) (0)
A Generic Self-Supervised Framework of Learning Invariant Discriminative Features (2022) (0)
Introduction to the Special Issue on Nature-Inspired Optimization Methods in Fuzzy Systems (2020) (0)
Augmented Transformers with Adaptive n-grams Embedding for Multilingual Scene Text Recognition (2023) (0)
An examination of different fitness and novelty based selection methods for the evolution of neural networks (2012) (0)
Rule Extraction from Compact Pareto-optimal Neural Networks (2008) (0)
A Random Forest Assisted Evolutionary Algorithm for Data-Driven Constrained Multi-Objective Combinatorial Optimization of Trauma Systems for publication (2018) (0)
Identification of Interaction Clusters Using a Semi-supervised Hierarchical Clustering Method (2019) (0)
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Multi-surrogate-Assisted Single-objective Optimization (2021) (0)
A Particle Filter based Multi-Objective Optimization Algorithm: PFOPS (2018) (0)
Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports] (2017) (0)
A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps (2017) (0)
Session details: Evolutionary developmental robotics (2012) (0)
Morphogenetic Self-Organization of Collective Systems (2011) (0)
Evolutionary multiobjective optimization via efficient sampling-based offspring generation (2023) (0)
Generation of consistent sets of multi-label classification rules with a multi-objective evolutionary algorithm (2020) (0)
Learning Structure of Complex Sensory Inputs with Plasticity in Neural Microcircuits (2015) (0)
Reduction strategies for hierarchical multi-label classification in protein function prediction (2016) (0)
Surrogate-Assisted Many-Objective Evolutionary Optimization (2021) (0)
Rescheduling on Identical Parallel Machines in the Presence of Machine Breakdowns (2020) (0)
HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction (2020) (0)
Guest editorial: Robust, explainable, and privacy-preserving deep learning (2023) (0)
¿¿2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports] (2012) (0)
Defect analysis of abnormal growth of hydrogen in 220kV transformer bushing oil (2021) (0)
Morphogenetic self-organisation of swarm robots for adaptive pattern formation (2013) (0)
Model-based evolutionary algorithms: a short survey (2018) (0)
A mini-review on preference modeling and articulation in multi-objective optimization: current status and challenges (2017) (0)
A Graph Neural Network with Negative Message Passing for Graph Coloring (2023) (0)
CIS Publication Spotlight [Publication Spotlight] (2021) (0)
Automatic Algorithm Selection for Evolutionary Multi- Objective Optimization (0)
A novel paradigm of nonlinear system control with application to robot manipulators (1994) (0)
Tutorial 7—Adaptive Business Intelligence - Evolutionary Computation for Real World (2007) (0)
An Efficient Evolutionary Algorithm for High-Speed Train Rescheduling Under a Partial Station Blockage (2023) (0)
approach and multi-objective evolutionary algorithms (2005) (0)
Knowledge Discovery by Extracting Interpretable Fuzzy Rules (2003) (0)
A hybrid instance-intensive workflow scheduling method in private cloud environment (2017) (0)
To the special Issue on “Metaheuristics for optimization of complex process engineering” (2016) (0)
An environment-driven hybrid evolutionary algorithm for dynamic multi-objective optimization problems (2022) (0)
Convergence Based Prediction Surrogates for High-lift CFD Optimization (2014) (0)
Multi-Modal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization (2018) (0)
Intelligent Decision Support Algorithm Based on Self-Adaption Reasoning (2017) (0)
Scalable Model based Evolutionary Multi-objective Optimization (2015) (0)
CIS Publication Spotlight [Publication Spotlight] (2018) (0)
A repository of real-world datasets for data-driven evolutionary multiobjective optimization (2019) (0)
Regular echo state networks: simple and accurate reservoir models to real-world applications (2021) (0)
Multi-objective QoS-based Multicast Routing Algorithm Based on Bayes with Decision Graphs (2005) (0)
A framework for finding robust optimal solutions over time (2012) (0)
Evolutionary Design of Fuzzy Systems (2003) (0)
[Detection of DNA extracted from Mycobacterium tuberculosis by TaqMan-PCR technique and its clinical application]. (2000) (0)
CIS Publication Spotlight [Publication Spotlight] (2018) (0)
CIS Publication Spotlight [Publication Spotlight] (2020) (0)
Spike-Driven Multi-Scale Learning with Hybrid Mechanisms of Spiking Dendrites (2023) (0)
Evolutionary Optimization of complex Systems in Uncertain Environments (2015) (0)
Personalized Bayesian optimization for noisy problems (2023) (0)
Surrogate-Assisted Multicriteria Optimization (2016) (0)
Fuzzy Knowledge Incorporation into Neural Networks (2003) (0)
Simulating swarm behaviuors for optimisation by learning from neighbours (2013) (0)
[Studies on water extract limits of Caulis Aristolochiae Manshuriensis]. (1989) (0)
Surrogate-Assisted Evolutionary Neural Architecture Search (2021) (0)
Visuo-motor adaptation relies on kinesthetic representation of movement directions (2010) (0)
Fuzzy Systems and Knowledge Discovery, Second International Conference, FSKD 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II (2005) (0)
CIS Publication Spotlight [Publication Spotlight] (2019) (0)
To the special Issue on “Metaheuristics for optimization of complex process engineering” (2016) (0)
A Self-Organizing IoT Service Perception Algorithm Based on Human Visual Direction-Sensitive System (2023) (0)
Calcium control of triphasic hippocampal STDP (2012) (0)
Surrogate-Assisted Differential Evolution with Adaptive Multi-Subspace Search for Large-Scale Expensive Optimization (2022) (0)
CIS Publication Spotlight [Publication Spotlight] (2016) (0)
Generating multiple reference vectors for a class of many-objective optimization problems with degenerate Pareto fronts (2020) (0)
Large-scale Multiobjective Optimization via Reformulated Decision Variable Analysis (2022) (0)
IEEE CIS VP-Technical Activities Vision Statement [Society Briefs] (2014) (0)
Conventional Data-driven Fuzzy Systems Design (2003) (0)
Multiobjective Tactical Planning under Uncertainty for Air Traffic Flow and Capacity Management (2018) (0)
A proactive scheduling approach to steel rolling process with stochastic machine breakdown (2017) (0)
Incremental data-driven optimization of complex systems in nonstationary environments (2018) (0)
Morphogen diffusion algorithms for tracking and herding using a swarm of kilobots (2016) (0)
Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud system (2016) (0)
Guest Editorial (2005) (0)
A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning (2022) (0)
A Multi-cellular Based Self-organizing Approach for Distributed Multi-Robot Systems (2011) (0)
Effect of futures trading restrictions on market efficiency: a multifractal analysis (2022) (0)
Modeling of N2O emissions from soils in terrestrial ecosystems (2013) (0)
Rescheduling with Controllable Processing Times and Preventive Maintenance in the Presence of New Arrival Jobs and Deterioration Effect (2020) (0)
Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization (2016) (0)
Offline Big or Small Data-Driven Optimization and Applications (2021) (0)
Dialog Column Evolutionary Developmental Robotics – The Next Step to Go ? (2011) (0)
Reconstructing biological gene regulatory networks: where optimization meets big data (2013) (0)
CIS Publication Spotlight [Publication Spotlight] (2018) (0)
Deep Visual Anomaly Detection in Industrial Manufacturing: A Survey (2023) (0)
Multi-robot target entrapment using cooperative hierarchical gene regulatory network (2023) (0)
Simulated Evolution and Learning 11th International Conference, SEAL 2017, Shenzhen, China, November 10–13, 2017, Proceedings (2017) (0)
A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems (2016) (0)
Data-Driven Surrogate-Assisted Evolutionary Optimization (2021) (0)
CIS Publication Spotlight [Publication Spotlight] (2017) (0)
Survey paper Surrogate-assisted evolutionary computation : Recent advances and future challenges (2016) (0)
Collective tracking and herding using a swarm of kilobots (2014) (0)
A dynamic SVR–ARMA model with improved fruit fly algorithm for the nonlinear fiber stretching process (2016) (0)
What makes a good data augmentation for few-shot unsupervised image anomaly detection? (2023) (0)
Modeling Dynamic Gene Expression in Streptomyces Coelicolor: Comparing Single and Multi-Objective Setups (2016) (0)
An Evolving Gene Regulatory Network based Spiking Neural Network for Online Human Behavior Recognition (0)
CIS Publication Spotlight [Publication Spotlight] (2020) (0)
Foreword: 2013 13th UK workshop on computational intelligence (UKCI 2013) (2013) (0)
A Multi-agent Cooperative Learning System with Evolution of Social Roles (2023) (0)
Optimizing Maritime Terminal Infrastructure Subject To Uncertainty (2014) (0)
Special issue on UKCI 2013 (2015) (0)
CIS Publication Spotlight [Publication Spotlight] (2015) (0)
CIS Publication Spotlight [Publication Spotlight] (2022) (0)
CIS Publication Spotlight [Publication Spotlight] (2019) (0)
Artificial intelligence in recommender systems (2020) (0)
Effectiveness and efficiency of non-dominated sorting for evolutionary multi- and many-objective optimization (2017) (0)
CIS Publication Spotlight [Publication Spotlight] (2020) (0)
A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber production (2014) (0)
Artificial Neural Networks (2003) (0)
Knowledge Transfer in Data-Driven Evolutionary Optimization (2021) (0)
Introduction (2020) (0)
An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks (2014) (0)
A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained Optimization (2023) (0)
Impedance modeling and analysis of VSC-based HVDC system considering frequency coupling effects (2020) (0)
Special issue on “Data-driven evolutionary optimization” (2017) (0)
Adaptive Modeling Strategy for Continuous Multi-Objective Optimization (2007) (0)
A P300-Based Brain-Robot Interface for Shaping Human-Robot Interaction. Frontiers in Computational Neuroscience (2009) (0)
An improved mini-batching technique: Sample-and-Learn (2016) (0)
Sampling Reference Points on the Pareto Fronts of Multi-Objective Optimization Problems (2018) (0)
General chairs and program chairs message (2015) (0)
Enhancing the Robustness of Networks Against Multiple Damage Models Using a Multifactorial Evolutionary Algorithm (2023) (0)
Introduction to Optimization (2021) (0)
Thematic issue on “bio-inspired learning for data analysis” (2017) (0)
Knowledge Transfer Based on Particle Filters for Multi-Objective Optimization (2023) (0)
Bi-fidelity Multi-objective Neural Architecture Search for Adversarial Robustness with Surrogate as a Helper-objective (0)
[Optimization of the solvent system in thin-layer chromatography (TLC)]. (1997) (0)
CIS Publication Spotlight [Publication Spotlight] (2021) (0)
Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization (2023) (0)
Traffic Modeling and Rescheduling for High-speed Train Based on Block Sections (2022) (0)
Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines (2023) (0)
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm (2023) (0)
NEATfields: Evolution of neural fields for visual discrimination and multiple pole balancing tasks (2010) (0)
11 Real-World Applications of Multiobjective Optimization (2008) (0)
Novel constraint adaptive truss optimization approach (2015) (0)

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