Issue 19/2022
Special Issue on Neural Computing for Advanced Applications 2021(pp.16169-16365)/ Regular articles (pp.16367-17192 )
Content (58 Articles)
Special issue on neural computing and applications 2021
Kai Liu, Jingjing Cao, Yimin Yang, Wun-She Yap, Rui Tan, Zenghui Wang
Sparse discriminant twin support vector machine for binary classification
Xiaohan Zheng, Li Zhang, Leilei Yan
Fuzzy rule-based models via space partition and information granulation
Yunhui Pang, Lidong Wang, Yifei Liu, Jiayi Guo
Scalable multi-view clustering with graph filtering
Liang Liu, Peng Chen, Guangchun Luo, Zhao Kang, Yonggang Luo, Sanchu Han
Superpixels with contour adherence via label expansion for image decomposition
Cheng Li, Wangpeng He, Nannan Liao, Jianglei Gong, Shuwei Hou, Baolong Guo
Artificial bee colony algorithm with an adaptive search manner and dimension perturbation
Tingyu Ye, Hui Wang, Wengjun Wang, Tao Zeng, Luqi Zhang, Zhikai Huang
Empirical study on meta-feature characterization for multi-objective optimization problems
Xianghua Chu, Jiayun Wang, Shuxiang Li, Yujuan Chai, Yuqiu Guo
Deep reinforcement learning for urban multi-taxis cruising strategy
Weian Guo, Zhenyao Hua, Zecheng Kang, Dongyang Li, Lei Wang, Qidi Wu, Alexander Lerch
Fitting multiple temporal usage patterns in day-ahead hourly building load forecasting under patch learning framework
Zhaohui Dan, Bo Wang, Qian Zhang, Zhou Wu, Huijin Fan, Lei Liu, Muxia Sun
Fast medical concept normalization for biomedical literature based on stack and index optimized self-attention
Likeng Liang, Tianyong Hao, Choujun Zhan, Hong Qiu, Fu Lee Wang, Jun Yan, Heng Weng, Yingying Qu
Gene-CWGAN: a data enhancement method for gene expression profile based on improved CWGAN-GP
Fei Han, Shaojun Zhu, Qinghua Ling, Henry Han, Hailong Li, Xinli Guo, Jiechuan Cao
Denoising of piecewise constant signal based on total variation
Donghao Lv, Weihua Cao, Wenkai Hu, Chao Gan, Min Wu
Model predictive control for trajectory-tracking and formation of wheeled mobile robots
Juntao Wei, Bing Zhu
Toward automatic support for leading court debates: a novel task proposal & effective approach of judicial question generation
Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Sourav S. Bhowmick, Changlong Sun, Conghui Zhu, Tiejun Zhao
Recent advances of bat-inspired algorithm, its versions and applications
Zaid Abdi Alkareem Alyasseri, Osama Ahmad Alomari, Mohammed Azmi Al-Betar, Sharif Naser Makhadmeh, Iyad Abu Doush, Mohammed A. Awadallah, Ammar Kamal Abasi, Ashraf Elnagar
Monocular depth map estimation based on a multi-scale deep architecture and curvilinear saliency feature boosting
Saddam Abdulwahab, Hatem A. Rashwan, Miguel Angel Garcia, Armin Masoumian, Domenec Puig
Research on the human heat transfer model of Chinese pilots and experimental verification of model correctness
Sina Dang, Hongjun Xue, Xiaoyan Zhang, Chengwen Zhong, Caiyong Tao
Distributed algorithm for mixed equilibrium problems with event-triggered strategy
Hongtao Zhou, Liang Xia, Housheng Su
Intelligent fault diagnosis for distribution grid considering renewable energy intermittency
Md Shafiullah, M. A. Abido, A. H. Al-Mohammed
Compression of deep neural networks: bridging the gap between conventional-based pruning and evolutionary approach
Yidan Zhang, Guangjin Wang, Taibo Yang, Tianfeng Pang, Zhenan He, Jiancheng Lv
CS-RNN: efficient training of recurrent neural networks with continuous skips
Tianyu Chen, Sheng Li, Jun Yan
Segmentation and classification of breast cancer using novel deep learning architecture
S. Ramesh, S. Sasikala, S. Gomathi, V. Geetha, V. Anbumani
A teacher-student framework for liver and tumor segmentation under mixed supervision from abdominal CT scans
Liyan Sun, Jianxiong Wu, Xinghao Ding, Yue Huang, Zhong Chen, Guisheng Wang, Yizhou Yu
E-Tanh: a novel activation function for image processing neural network models
T. Kalaiselvi, S. T. Padmapriya, K. Somasundaram, S. Praveenkumar
Surrogate modeling for spacecraft thermophysical models using deep learning
Yan Xiong, Liang Guo, Yang Zhang, Mingxing Xu, Defu Tian, Ming Li
Elderly people activity monitoring with involved binary sensors and Deep Convolution Neural Network
P. Rajesh, R. Kavitha
A hybrid teaching–learning slime mould algorithm for global optimization and reliability-based design optimization problems
Changting Zhong, Gang Li, Zeng Meng
Multi-scale Interest Dynamic Hierarchical Transformer for sequential recommendation
Nana Huang, Ruimin Hu, Mingfu Xiong, Xiaoran Peng, Hongwei Ding, Xiaodong Jia, Lingkun Zhang
Spatial-temporal dynamic semantic graph neural network
Rui Zhang, Fei Xie, Rui Sun, Lei Huang, Xixiang Liu, Jianjun Shi
A hybrid classifier based on support vector machine and Jaya algorithm for breast cancer classification
Mohammed Alshutbi, Zhiyong Li, Moath Alrifaey, Masoud Ahmadipour, Muhammad Murtadha Othman
A promotive structural balance model based on reinforcement learning for signed social networks
Mingzhou Yang, Xingwei Wang, Lianbo Ma, Qiang He, Min Huang
MCFL: multi-label contrastive focal loss for deep imbalanced pedestrian attribute recognition
Lin Chen, Jingkuan Song, Xuerui Zhang, Mingsheng Shang
Neuro-semantic prediction of user decisions to contribute content to online social networks
Pablo Cleveland, Sebastian A. Rios, Felipe Aguilera, Manuel Graña
Piecewise graph convolutional network with edge-level attention for relation extraction
Changsen Yuan, Heyan Huang, Chong Feng, Qianwen Cao
Uncertainty handling in convolutional neural networks
Elyas Rashno, Ahmad Akbari, Babak Nasersharif
DCNet: dual-cascade network for single image dehazing
Weichao Yi, Liquan Dong, Ming Liu, Yuejin Zhao, Mei Hui, Lingqin Kong
SafeMove: monitoring seniors with mild cognitive impairments using deep learning and location prediction
Abdulrahman Al-Molegi, Antoni Martínez-Ballesté
A noise-tolerant cryptosystem based on the decomposition of bit-planes and the analysis of chaotic gauss iterated map
Arslan Shafique
A novel transfer learning-based short-term solar forecasting approach for India
Saptarsi Goswami, Sourav Malakar, Bhaswati Ganguli, Amlan Chakrabarti
An UWB-based indoor coplanar localization and anchor placement optimization method
Hao Pan, Xiaogang Qi, Meili Liu, Lifang Liu
Spatiotemporal context-aware network for video salient object detection
Tianyou Chen, Jin Xiao, Xiaoguang Hu, Guofeng Zhang, Shaojie Wang
A supervised discriminant data representation: application to pattern classification
F. Dornaika, A. Khoder, A. Moujahid, W. Khoder
Breast cancer detection by using associative classifier with rule refinement method based on relevance feedback
Nirase Fathima Abubacker, Azreen Azman, Shyamala Doraisamy, Masrah Azrifah Azmi Murad
Semantic enhanced Top-k similarity search on weighted HIN
Yun Zhang, Minghe Yu, Tiancheng Zhang, Ge Yu
Mutual purification for unsupervised domain adaptation in person re-identification
Lei Zhang, Qishuai Diao, Na Jiang, Zhong Zhou, Wei Wu
Automatic scene generation using sentiment analysis and bidirectional recurrent neural network with multi-head attention
R. Dharaniya, J. Indumathi, G. V. Uma
Long short-term cognitive networks
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzębska, Yamisleydi Salgueiro
Classification of physiological disorders in apples fruit using a hybrid model based on convolutional neural network and machine learning methods
Birkan Buyukarikan, Erkan Ulker
Resource-constrained FPGA implementation of YOLOv2
Zhichao Zhang, M. A. Parvez Mahmud, Abbas Z. Kouzani
A novel epsilon-dominance Harris Hawks optimizer for multi-objective optimization in engineering design problems
Lotfi Allou, Djaafar Zouache, Kamal Amroun, Adel Got
Synchronization of complex-valued stochastic coupled systems with hybrid impulses via discrete-time state observations control
Guang Dai, Hanqing Liu, Zhen Guan, Yan Liu
A hybrid Genetic–Grey Wolf Optimization algorithm for optimizing Takagi–Sugeno–Kang fuzzy systems
Sally M. Elghamrawy, Aboul Ella Hassanien
Evolving topology and weights of specialized and non-specialized neuro-controllers for robot motion in various environments
Adham Salih, Amiram Moshaiov
Convolutional dynamic auto-encoder: a clustering method for semantic images
Zahra Mohamed, Riadh Ksantini, Jihene Kaabi
Modeling the compressive strength of concrete containing waste glass using multi-objective automatic regression
Emadaldin Mohammadi Golafshani, Alireza Kashani
Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models
Faouzi Adjed, Mallek Mziou-Sallami, Frédéric Pelliccia, Mehdi Rezzoug, Lucas Schott, Christophe Bohn, Yesmina Jaafra
An enhanced equilibrium optimizer for strategic planning of PV-BES units in radial distribution systems considering time-varying demand
Ahmad Eid, Salah Kamel, Essam H. Houssein
Feature self-calibration network with global-local training strategy for multi-region deformable medical image registration
Zhiyuan Zheng, Wenming Cao, Deliang Lian, Yi Luo