Journal Publications
First Author (JF) Corresponding Author (JS) Co-Author (JC) Google Scholar (Up to date)
First Author
[JF006]. “A novel multivariate time series forecasting dendritic neuron model for COVID-19 pandemic transmission tendency.”
Neural Networks, Volume 179, Issue 106527, 2024.11. CameraReady
👤Authors: Cheng Tang+, Yuki Todo, Sachiko Kodera, Rong Sun, Atsushi Shimada, Akimasa Hirata.
🔑Keywords: Multivariate time series, Dendritic computation, Neural network, Forecasting, COVID-19.
[JF005]. “Dendritic neural network: a novel extension of dendritic neuron model.”
IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 8, Issue 3, Pages 2228-2239, 2024.06. CameraReady
👤Authors: Cheng Tang, Junkai Ji, Yuki Todo, Atsushi Shimada, Weiping Ding, Akimasa Hirata.
🔑Keywords: Dendritic Neuron Model, Dendritic Neural Network, Dropout Mechanism, Multiclass Classification.
[JF004]. “A novel motion direction detection mechanism based on dendritic computation of direction-selective ganglion cells.”
Knowledge-Based Systems, Volume 241, 108205, 2022.04. CameraReady
👤Authors: Cheng Tang, Yuki Todo, Junkai Ji, Zheng Tang.
🔑Keywords: Visual System, Direction-Selective Ganglion Cells, Motion Detection, Large-Scale, Random-Dot.
[JF003]. “A cuckoo search algorithm with scale-free population topology.” Code
Expert Systems with Applications, Volume 188, 116049, 2022.02. CameraReady
👤Authors: Cheng Tang, Shuangbao Song, Junkai Ji, Yajiao Tang, Zheng Tang, Yuki Todo.
🔑Keywords: Evolutionary Computations, Optimization, Cuckoo Search, Scale-Free Network, Population Topology.
[JF002]. “Artificial immune system training algorithm for a dendritic neuron model.”
Knowledge-Based Systems, Volume 233, 107509, 2021.12. CameraReady
👤Authors: Cheng Tang, Yuki Todo, Junkai Ji, Qiuzhen Lin, ZhengTang.
🔑Keywords: Neuron Model, Artificial Immune System, Dendrite, Logic Circuit.
[JF001]. “A novel machine learning technique for computer-aided diagnosis.”
Engineering Applications of Artificial Intelligence, Volume 92, 103627, 2020.06. CameraReady
👤Authors: Cheng Tang, Junkai Ji, Yajiao Tang, Shangce Gao, Zheng Tang, Yuki Todo.
🔑Keywords: Computer-Aided Diagnosis, Artificial Neural Network, Artificial Bee Colony Algorithm, Pruning, Logic Circuit.
Corresponding Author
[JS007]. “Assessing residential building energy efficiency using evolutionary dendritic neural regression.”
Electronics, Volume 13, Issue 10, 1803, 2024.05. CameraReady
👤Authors: Zhenyu Song, Yajiao Tang, Shuangbao Song, Bin Zhang, Cheng Tang+.
🔑Keywords: Energy Efficiency, Dendritic Neural Regression, Buildings, Differential Evolution.
[JS006]. “A hardware-based orientation detection system using dendritic computation.”
Electronics, Volume 13, Issue 7, 1367, 2024.04. CameraReady
👤Authors: Masahiro Nomura, Tianqi Chen, Cheng Tang+, Yuki Todo, Rong Sun, Bin Li, Zheng Tang.
🔑Keywords: Visual System, Orientation Detection, Dendritic Computation, Big Data, Hardware Implementation.
[JS005]. “A model of amacrine cells for orientation detection.”
Electronic Research Archive, Volume 31, Issue 4, Pages 1998-2018, 2023.02. CameraReady
👤Authors: Fenggang Yuan, Cheng Tang+, Zheng Tang, Yuki Todo.
🔑Keywords: Visual System; Perceptron; Orientation Detection; Grayscale; Amacrine Cell.
[JS004]. “A survey on machine learning models for financial time series forecasting.”
Neurocomputing, Volume 512, Pages 363-380, 2022.11. CameraReady
👤Authors: Yajiao Tang, Zhenyu Song, Yulin Zhu, Huaiyu Yuan, Maozhang Hou, Junkai Ji, Cheng Tang+, Jianqiang Li.
🔑Keywords: Financial Time Series, Forecasting, Machine learning, Hybrid method.
[JS003]. “Adopting a dendritic neural model for predicting stock price index movement.” Code
Expert Systems with Applications, Volume 205, 117637, 2022.11. CameraReady
👤Authors: Yajiao Tang, Zhenyu Song, Yulin Zhu, Maozhang Hou, Cheng Tang+, Junkai Ji.
🔑Keywords: Financial Time Series, Prediction, Dendritic Neural Network, Differential Evolution, Scale-Free Networks.
[JS002]. “The mechanism of orientation detection based on color-orientation jointly selective cells.”
Knowledge-Based Systems, Volume 254, 109715, 2022.10. CameraReady
👤Authors: Bin Li, Yuki Todo, Zheng Tang, Cheng Tang+.
🔑Keywords: Orientation Detection, Color-Orientation Jointly Selective Cell, McCulloch–Pitts Neuron Model, Artificial Visual System.
[JS001]. “A survey on dendritic neuron model: Mechanisms, algorithms and practical applications.”
Neurocomputing, Volume 489, Pages 390-406, 2022.06. CameraReady
👤Authors: Junkai Ji, Cheng Tang+, Jiajun Zhao, Zheng Tang, Yuki Todo.
🔑Keywords: Neural Model, Dendritic Computation, Classification, Prediction, Logic Circuit.
Co-Author
[JC017]. “MFLSCI: Multi-granularity fusion and label semantic correlation information for multi-label legal text classification.”
Engineering Applications of Artificial Intelligence, Volume 139, Part B, 109604, 2025.01. CameraReady
👤Authors: Chunyun Meng, Yuki Todo, Cheng Tang, Li Luan, Zheng Tang.
🔑Keywords: Visual System, Orientation Detection, Dendritic Computation, Big Data, Hardware Implementation.
[JC016]. “Hyperspectral Image Classification Based on Double-hop Graph Attention Multi-view Fusion Network.”
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 17, Pages 20080-20097, 2024.10. CameraReady
👤Authors: Ying Cui, Li Luo, Lu Wang, Liwei Chen, Shan Gao, Chunhui Zhao, Cheng Tang.
🔑Keywords: Attention mechanism, convolutional neural network (CNN), graph attention network (GAN), graph attention network (GAT), hyperspectral image (HSI) classification, multiview fusion.
[JC015]. “Improving the artificial bee colony algorithm with a proprietary estimation of distribution mechanism for protein-ligand docking.”
Applied Soft Computing, Volume 161, 111732, 2024.08. CameraReady
👤Authors: Shuangbao Song, Cheng Tang, Zhenyu Song, Jia Qu, Xingqian Chen.
🔑Keywords: Visual System, Orientation Detection, Dendritic Computation, Big Data, Hardware Implementation.
[JC014]. “An improved weighted cross-entropy-based convolutional neural network for auxiliary diagnosis of pneumonia.”
Electronics, Volume 13, Issue 15, 2024.07. CameraReady
👤Authors: Zhenyu Song, Zhanling Shi, Xuemei Yan, Bin Zhang, Shuangbao Song, Cheng Tang.
🔑Keywords: Pneumonia Diagnosis; Convolutional Neural Network, Cross-Entropy.
[JC013]. “Attention-based artificial neural network for student performance prediction based on learning activities.”
IEEE Access, Volume 12, Pages 100659-100675, 2024.07. CameraReady
👤Authors: Sukrit Leelaluk, Cheng Tang, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada.
🔑Keywords: Artificial Neural Network, Attention Mechanism, Learning Analytics, Machine Learning, Student Performance Prediction.
[JC012]. “A framework of specialized knowledge distillation for Siamese tracker on challenging attributes.”
Machine Vision and Applications, Volume 35, Issue 92, 2024.07. CameraReady
👤Authors: Yiding Li, Atsushi Shimada, Tsubasa Minematsu, Cheng Tang.
🔑Keywords: Visual Object Tracking, Knowledge Distillation, Siamese Trackers, Challenging Attributes.
[JC011]. “Sensitivity of electrocardiogram on electrode-pair locations for wearable devices: computational analysis of amplitude and waveform distortion.”
Biosensors, Volume 14, Issue 3, 153, 2024.03. CameraReady
👤Authors: Kiyoto Sanjo, Kazuki Hebiguchi, Cheng Tang, Essam A Rashed, Sachiko Kodera, Hiroyoshi Togo, Akimasa Hirata.
🔑Keywords: Electrocardiogram, Numerical Human Model, Scalar-Potential Finite-Difference Method, Wearable Device.
[JC010]. “A model of the starburst amacrine cell for motion direction detection.”
International Journal of Bio-Inspired Computation, Volume 21, No. 2, 2023.04. CameraReady
👤Authors: Fenggang Yuan, Hiroyoshi Todo, Cheng Tang, Zheng Tang, Yuki Todo.
🔑Keywords: Deep Learning; Convolutional Neural Network; Perceptron; Direction Detection; Grayscale; Artificial Neural Network.
[JC009]. “A complex network-based firefly algorithm for numerical optimization and time series forecasting.”
Applied Soft Computing, Volume 137, 110158, 2023.04. CameraReady
👤Authors: Zhenyu Song, Cheng Tang, Shuangbao Song, Yajiao Tang, Jinhai Li, Junkai Ji.
🔑Keywords: Firefly Algorithm; Complex Network; Evolutionary Computations; Optimization.
[JC008]. “DenseHashNet: a novel deep hashing for medical image retrieval.”
IEEE Journal of Radio Frequency Identification, Volume 6, Pages 697-702, 2022.09. CameraReady
👤Authors: Chuansheng Liu, Weiping Ding, Chun Cheng, Cheng Tang, Jiashuang Huang, Haipeng Wang.
🔑Keywords: Codes, Image Retrieval, Feature Extraction, Medical Diagnostic Imaging, Databases, X-ray Imaging, Manganese.
[JC007]. “Air quality estimation using dendritic neural regression with scale-free network-based differential evolution.”
Atmosphere, Volume 12, Issue 12, 1647, 2021.12. CameraReady
👤Authors: Zhenyu Song, Cheng Tang, Jin Qian, Bin Zhang, Yuki Todo.
🔑Keywords: Air Quality Estimation, Dendritic Neural Regression, Scale-Free Network, Chaotic Time Series.
[JC006]. “Transmission trend of the COVID-19 pandemic predicted by dendritic neural regression.”
Applied Soft Computing, Volume 111, 107683, 2021.11. CameraReady
👤Authors: Minhui Dong, Cheng Tang, Junkai Ji, Qiuzhen Lin, Ka-Chun Wong.
🔑Keywords: COVID-19, Prediction, Regression, Neural Network, Optimization.
[JC005]. “Adaptive self-scaling brain-storm optimization via a chaotic search mechanism.”
Algorithms, Volume 14, Issue 8, 239, 2021.08. CameraReady
👤Authors: Zhenyu Song, Xuemei Yan, Lvxing Zhao, Luyi Fan, Cheng Tang, Junkai Ji.
🔑Keywords: Brain-Storm Optimization, Chaotic Local Search, Adaptive Mechanism.
[JC004]. “A simple dendritic neural network model-based approach for daily PM2.5 concentration prediction.”
Electronics, Volume 10, Issue 4, 373, 2021.02. CameraReady
👤Authors: Zhenyu Song, Cheng Tang, Junkai Ji, Yuki Todo, Zheng Tang.
🔑Keywords: Air Quality Forecasting, Neural Network, Environment, PM2.5 Concentration.
[JC003]. “Evolutionary dendritic neural model for classification problems.”
Complexity, Volume 2020, 6296209, 2020.08. CameraReady
👤Authors: Xiaoxiao Qian, Cheng Tang, Yuki Todo, Qiuzhen Lin, Junkai Ji.
[JC002]. “Training an approximate logic dendritic neuron model using social learning particle swarm optimization algorithm.”
IEEE Access, Volume 7, Pages 141947-141959, 2019.09. CameraReady
👤Authors: Shuangyu Song, Xingqian Chen, Cheng Tang, Shuangbao Song, Zheng Tang, Yuki Todo.
🔑Keywords: Dendritic Neuron Model, Heuristic Optimization, Classification, Pruning, Logic Circuit.
[JC001]. “An artificial bee colony algorithm search guided by scale-free networks.”
Information Sciences, Volume 473, Pages 142-165, 2019.01. CameraReady
👤Authors: Junkai Ji, Shuangbao Song, Cheng Tang, Shangce Gao, Zheng Tang, Yuki Todo.
🔑Keywords: Artificial Bee Colony, Scale-Free Network, Optimization, Exploration, Exploitation.