Junkai Ji

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 55

Top Topics

Top Venues

Appl. Soft Comput.

Knowl. Based Syst.

Publications

Junkai Ji, Wei Mao, Feng Xi, Shengyao Chen
TransMUSIC: A Transformer-Aided Subspace Method for DOA Estimation with Low-Resolution ADCS. ICASSP (2024)
Qianhui Wang, Qingling Zhu, Junkai Ji
Multi-Stage Transfer Learning Evolutionary Algorithm for Dynamic Multiobjective Optimization. CEC (2024)
Xuan Duan, Songbai Liu, Junkai Ji, Lingjie Li, Qiuzhen Lin, Kay Chen Tan
Evolutionary Multiobjective Feature Selection Assisted by Unselected Features. CEC (2024)
Xunfeng Wu, Songbai Liu, Junkai Ji, Lijia Ma, Victor C. M. Leung
A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation. CEC (2024)
Yongfeng Li, Yuze Zhang, Lijia Ma, Junkai Ji, Dugang Liu, Victor C. M. Leung, Jianqiang Li
A Cooperative Co-Evolution Algorithm with Variable-Importance Grouping for Large-Scale Optimization. CEC (2024)
Jin Zhou, David Chieng, Boon-Giin Lee, Junkai Ji, Jianqiang Li
Many Objectives Autonomous Robot Path Planning with Improved MOEA/D. CEC (2024)
Cheng Tang, Junkai Ji, Yuki Todo, Atsushi Shimada, Weiping Ding, Akimasa Hirata
Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Junkai Ji, Minhui Dong, Qiuzhen Lin, Kay Chen Tan
Noninvasive Cuffless Blood Pressure Estimation With Dendritic Neural Regression. IEEE Trans. Cybern. 53 (7) (2023)
Wenhong Wei, Yi Chen, Qiuzhen Lin, Junkai Ji, Ka-Chun Wong, Jianqiang Li
Multi-objective evolving long-short term memory networks with attention for network intrusion detection. Appl. Soft Comput. 139 (2023)
Qi Wang, Haiyan Zhang, Junkai Ji, Cheng Tang, Yajiao Tang
Dendritic Neural Regression Model Trained by Chicken Swarm Optimization Algorithm for Bank Customer Churn Prediction. ICONIP (15) (2023)
Zhenyu Song, Cheng Tang, Shuangbao Song, Yajiao Tang, Jinhai Li, Junkai Ji
A complex network-based firefly algorithm for numerical optimization and time series forecasting. Appl. Soft Comput. 137 (2023)
Jin Zhou, Zhangfan Yang, Ying He, Junkai Ji, Qiuzhen Lin, Jianqiang Li
A novel molecular docking program based on a multi-swarm competitive algorithm. Swarm Evol. Comput. 78 (2023)
Junkai Ji, Jiajun Zhao, Qiuzhen Lin, Kay Chen Tan
Competitive Decomposition-Based Multiobjective Architecture Search for the Dendritic Neural Model. IEEE Trans. Cybern. 53 (11) (2023)
Zhangfan Yang, Kun Cao, Junkai Ji, Zexuan Zhu, Jianqiang Li
Adopting Autodock Koto for Virtual Screening of COVID-19. ICIC (3) (2023)
Junkai Ji, Jin Zhou, Zhangfan Yang, Qiuzhen Lin, Carlos A. Coello Coello
AutoDock Koto: A Gradient Boosting Differential Evolution for Molecular Docking. IEEE Trans. Evol. Comput. 27 (6) (2023)
Minghao Yang, Zhi-An Huang, Wei Zhou, Junkai Ji, Jun Zhang, Shan He, Zexuan Zhu
MIX-TPI: a flexible prediction framework for TCR-pMHC interactions based on multimodal representations. Bioinform. 39 (8) (2023)
Lijia Ma, Yuchun Ma, Qiuzhen Lin, Junkai Ji, Carlos A. Coello Coello, Maoguo Gong
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets. IEEE Trans. Emerg. Top. Comput. Intell. 6 (1) (2022)
Yajiao Tang, Zhenyu Song, Yulin Zhu, Maozhang Hou, Cheng Tang, Junkai Ji
Adopting a dendritic neural model for predicting stock price index movement. Expert Syst. Appl. 205 (2022)
Cheng Tang, Yuki Todo, Junkai Ji, Zheng Tang
A novel motion direction detection mechanism based on dendritic computation of direction-selective ganglion cells. Knowl. Based Syst. 241 (2022)
Yi Chen, Qiuzhen Lin, Wenhong Wei, Junkai Ji, Ka-Chun Wong, Carlos A. Coello Coello
Intrusion detection using multi-objective evolutionary convolutional neural network for Internet of Things in Fog computing. Knowl. Based Syst. 244 (2022)
Yajiao Tang, Zhenyu Song, Yulin Zhu, Huaiyu Yuan, Maozhang Hou, Junkai Ji, Cheng Tang, Jianqiang Li
A survey on machine learning models for financial time series forecasting. Neurocomputing 512 (2022)
Cheng Tang, Junkai Ji, Qiuzhen Lin, Yan Zhou
Evolutionary Neural Architecture Design of Liquid State Machine for Image Classification. ICASSP (2022)
Cheng Tang, Shuangbao Song, Junkai Ji, Yajiao Tang, Zheng Tang, Yuki Todo
A cuckoo search algorithm with scale-free population topology. Expert Syst. Appl. 188 (2022)
Junkai Ji, Cheng Tang, Jiajun Zhao, Zheng Tang, Yuki Todo
A survey on dendritic neuron model: Mechanisms, algorithms and practical applications. Neurocomputing 489 (2022)
Minhui Dong, Cheng Tang, Junkai Ji, Qiuzhen Lin, Ka-Chun Wong
Transmission trend of the COVID-19 pandemic predicted by dendritic neural regression. Appl. Soft Comput. 111 (2021)
Wu Lin, Qiuzhen Lin, Junkai Ji, Zexuan Zhu, Carlos A. Coello Coello, Ka-Chun Wong
Decomposition-based multiobjective optimization with bicriteria assisted adaptive operator selection. Swarm Evol. Comput. 60 (2021)
Zhenyu Song, Xuemei Yan, Lvxing Zhao, Luyi Fan, Cheng Tang, Junkai Ji
Adaptive Self-Scaling Brain-Storm Optimization via a Chaotic Search Mechanism. Algorithms 14 (8) (2021)
Qunfeng Liu, Xunfeng Wu, Qiuzhen Lin, Junkai Ji, Ka-Chun Wong
A novel surrogate-assisted evolutionary algorithm with an uncertainty grouping based infill criterion. Swarm Evol. Comput. 60 (2021)
Cheng Tang, Zhenyu Song, Yajiao Tang, Huimei Tang, Yuxi Wang, Junkai Ji
An Evolutionary Neuron Model with Dendritic Computation for Classification and Prediction. ICIC (1) (2021)
Junkai Ji, Yajiao Tang, Lijia Ma, Jianqiang Li, Qiuzhen Lin, Zheng Tang, Yuki Todo
Accuracy Versus Simplification in an Approximate Logic Neural Model. IEEE Trans. Neural Networks Learn. Syst. 32 (11) (2021)
Cheng Tang, Yuki Todo, Junkai Ji, Qiuzhen Lin, Zheng Tang
Artificial immune system training algorithm for a dendritic neuron model. Knowl. Based Syst. 233 (2021)
Junkai Ji, Minhui Dong, Qiuzhen Lin, Kay Chen Tan
Forecasting Wind Speed Time Series Via Dendritic Neural Regression. IEEE Comput. Intell. Mag. 16 (3) (2021)
Jiajun Zhao, Qiuzhen Lin, Junkai Ji
Network Intrusion Detection by an Approximate Logic Neural Model. ISSRE Workshops (2021)
Xingqian Chen, Shuangbao Song, Junkai Ji, Zheng Tang, Yuki Todo
Incorporating a multiobjective knowledge-based energy function into differential evolution for protein structure prediction. Inf. Sci. 540 (2020)
Xunfeng Wu, Shiwen Zhang, Zhe Gong, Junkai Ji, Qiuzhen Lin, Jianyong Chen
Decomposition-Based Multiobjective Evolutionary Optimization with Adaptive Multiple Gaussian Process Models. Complex. 2020 (2020)
Fei Chen, Shuhuan Wu, Fang Liu, Junkai Ji, Qiuzhen Lin
A Novel Angular-Guided Particle Swarm Optimizer for Many-Objective Optimization Problems. Complex. 2020 (2020)
Zhenyu Song, Yajiao Tang, Junkai Ji, Yuki Todo
Evaluating a dendritic neuron model for wind speed forecasting. Knowl. Based Syst. (2020)
Junkai Ji, Minhui Dong, Cheng Tang, Jiajun Zhao, Shuangbao Song
A Novel Plastic Neural Model with Dendritic Computation for Classification Problems. ICIC (1) (2020)
Cheng Tang, Junkai Ji, Yajiao Tang, Shangce Gao, Zheng Tang, Yuki Todo
A novel machine learning technique for computer-aided diagnosis. Eng. Appl. Artif. Intell. 92 (2020)
Xiaoxiao Qian, Cheng Tang, Yuki Todo, Qiuzhen Lin, Junkai Ji
Evolutionary Dendritic Neural Model for Classification Problems. Complex. 2020 (2020)
Wenhong Wei, Shuo Chen, Qiuzhen Lin, Junkai Ji, Jianyong Chen
A multi-objective immune algorithm for intrusion feature selection. Appl. Soft Comput. 95 (2020)
Jiajun Zhao, Minhui Dong, Cheng Tang, Junkai Ji, Ying He
Improving Approximate Logic Neuron Model by Means of a Novel Learning Algorithm. ICIC (1) (2020)
Yajiao Tang, Junkai Ji, Yulin Zhu, Shangce Gao, Zheng Tang, Yuki Todo
A Differential Evolution-Oriented Pruning Neural Network Model for Bankruptcy Prediction. Complex. 2019 (2019)
Junkai Ji, Shuangbao Song, Yajiao Tang, Shangce Gao, Zheng Tang, Yuki Todo
Approximate logic neuron model trained by states of matter search algorithm. Knowl. Based Syst. 163 (2019)
Wenhong Wei, Shuo Chen, Qiuzhen Lin, Junkai Ji, Jianyong Chen
Feature Selection Using an Improved Multi-objective Immune Algorithm for Intrusion Detection. SSCI (2019)
Junkai Ji, Shuangbao Song, Cheng Tang, Shangce Gao, Zheng Tang, Yuki Todo
An artificial bee colony algorithm search guided by scale-free networks. Inf. Sci. 473 (2019)
Yuki Todo, Zheng Tang, Hiroyoshi Todo, Junkai Ji, Kazuya Yamashita
Neurons with Multiplicative Interactions of Nonlinear Synapses. Int. J. Neural Syst. 29 (8) (2019)
Zhenyu Song, Cheng Tang, Xingqian Chen, Shuangyu Song, Junkai Ji
A Self-adaptive Mechanism Embedded Gravitational Search Algorithm. ISCID (1) (2019)
Shuangbao Song, Junkai Ji, Xingqian Chen, Shangce Gao, Zheng Tang, Yuki Todo
Adoption of an improved PSO to explore a compound multi-objective energy function in protein structure prediction. Appl. Soft Comput. 72 (2018)
Sheng Li, Fenggang Yuan, Yang Yu, Junkai Ji, Yuki Todo, Shangce Gao
Galactic Gravitational Search Algorithm for Numerical Optimization. ICSI (1) (2018)
Yajiao Tang, Junkai Ji, Shangce Gao, Hongwei Dai, Yang Yu, Yuki Todo
A Pruning Neural Network Model in Credit Classification Analysis. Comput. Intell. Neurosci. 2018 (2018)
Zhe Xu, Yang Yu, Hanaki Yachi, Junkai Ji, Yuki Todo, Shangce Gao
A Novel Memetic Whale Optimization Algorithm for Optimization. ICSI (1) (2018)
Junkai Ji, Shangce Gao, Shuaiqun Wang, Yajiao Tang, Hang Yu, Yuki Todo
Self-Adaptive Gravitational Search Algorithm With a Modified Chaotic Local Search. IEEE Access 5 (2017)
Junkai Ji, Shangce Gao, Jiujun Cheng, Zheng Tang, Yuki Todo
An approximate logic neuron model with a dendritic structure. Neurocomputing 173 (2016)
Zijun Sha, Lin Hu, Yuki Todo, Junkai Ji, Shangce Gao, Zheng Tang
A Breast Cancer Classifier Using a Neuron Model with Dendritic Nonlinearity. IEICE Trans. Inf. Syst. (7) (2015)