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Junbo Lian

Northwestern University

United States

Research Interests

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Professors in United States

Articles (23)

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2023

Collaborators (1)

Rui ZHONG

Specially Appointed Assistant Professor

Hokkaido University

JAPAN

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Junbo Lian

Research Interests

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Articles (23)

Competitive cluster elimination (CCE) for large-scale swarm optimization

Multi-search pattern competitive swarm optimizer: performance investigation and application in coffee leaf disease diagnosis

IKUN: A mean-field game theoretic KD-tree density guided mechanism for evolutionary algorithms

Newton downhill optimizer with application to engineering optimization and breast cancer feature selection

Twisted convolutional networks (TCNs): Enhancing feature interactions for non-spatial data classification

Parameter adaptive competitive differential evolution with local search

A paradigm of evolutionary manytasking optimization for solving nonlinear equation systems: A two-stage framework with adaptive knowledge transfer, sharing and hybrid resource sampling

ReLoop: Structured Modeling and Behavioral Verification for Reliable LLM-Based Optimization

TwistNet-2D: Learning Second-Order Channel Interactions via Spiral Twisting for Texture Recognition

Discrimination of Chinese prickly ash origin place using electronic nose system and feature extraction with support vector boosting machine

Trend-Aware Mechanism for Metaheuristic Algorithms

EPDD-YOLO: An efficient benchmark for pavement damage detection based on Mamba-YOLO

Integrating Competitive Framework into Differential Evolution: Comprehensive performance analysis and application in brain tumor detection

Sugar Component Recognition System for Liquid Phase Based on the Combination of Electrochemical Sensor Array and Machine Learning,电化学传感器阵列结合机器学习对液相糖成分识别系统的设计

Advanced design for nonlinear photovoltaic system problems: A co-evolutionary framework based on a decomposition approach

IECO: an improved educational competition optimizer for state-of-the-art engineering optimization

OPAL: Operator-Programmed Algorithms for Landscape-Aware Black-Box Optimization

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons

Human Evolutionary Optimization Algorithm

Parrot optimizer: Algorithm and applications to medical problems

Rapid Mold Detection in Chinese Herbal Medicine Using Enhanced Deep Learning Technology

The educational competition optimizer

Tomato storage quality predicting method based on portable electronic nose system combined with WOA-SVM model

Collaborators (1)

Rui ZHONG

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