Ausgabe 10/2021
Special Issue on Higher-level artificial neural network-based intelligent systems
Inhalt (50 Artikel)
Emerging higher-level artificial neural network-based intelligent systems
Sabah Mohammed, Carlos Ramos, Wai Chi Fang, Tia-hoon Kim
Development of intelligent healthcare system based on ambulatory blood pressure measuring device
Sung-Jong Eun, JungYoon Kim
ATP-DenseNet: a hybrid deep learning-based gender identification of handwriting
Gang Xue, Shifeng Liu, Daqing Gong, Yicao Ma
A combined deep learning method for internet car evaluation
Deming Li, Menggang Li, Gang Han, Ting Li
Comparison of two deep learning methods for ship target recognition with optical remotely sensed data
Dianjun Zhang, Jie Zhan, Lifeng Tan, Yuhang Gao, Robert Župan
Large-area damage image restoration algorithm based on generative adversarial network
Gang Liu, Xiaofeng Li, Jin Wei
Applying BERT to analyze investor sentiment in stock market
Menggang Li, Wenrui Li, Fang Wang, Xiaojun Jia, Guangwei Rui
Privacy-preserving image multi-classification deep learning model in robot system of industrial IoT
Yange Chen, Yuan Ping, Zhili Zhang, Baocang Wang, SuYu He
Modified semi-supervised affinity propagation clustering with fuzzy density fruit fly optimization
Ruihong Zhou, Qiaoming Liu, Jian Wang, Xuming Han, Limin Wang
Copy-move forgery detection technique based on discrete cosine transform blocks features
Esteban Alejandro Armas Vega, Edgar González Fernández, Ana Lucila Sandoval Orozco, Luis Javier García Villalba
Multi-source data fusion for economic data analysis
Menggang Li, Fang Wang, Xiaojun Jia, Wenrui Li, Ting Li, Guangwei Rui
A CNN-BiLSTM-AM method for stock price prediction
Wenjie Lu, Jiazheng Li, Jingyang Wang, Lele Qin
An automated estimator for Cobb angle measurement using multi-task networks
Xiangling Fu, Guosheng Yang, Kailai Zhang, Nanfang Xu, Ji Wu
Time segment language model for microblog retrieval
Zhong-yuan Han, Lei-lei Kong, Hao-liang Qi
Air quality prediction using CT-LSTM
Jingyang Wang, Jiazheng Li, Xiaoxiao Wang, Jue Wang, Min Huang
Decoding movement intent patterns based on spatiotemporal and adaptive filtering method towards active motor training in stroke rehabilitation systems
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Naifu Jiang, Deogratias Mzurikwao, Yue Zheng, Kelvin K. L. Wong, Luca Vollero, Guanglin Li
A noise injection strategy for graph autoencoder training
Yingfeng Wang, Biyun Xu, Myungjae Kwak, Xiaoqin Zeng
Research on trend analysis method of multi-series economic data based on correlation enhancement of deep learning
Weihan Wang, Weiping Li
Boosting attention fusion generative adversarial network for image denoising
Qiongshuai Lyu, Min Guo, Miao Ma
Multi-Variate vocal data analysis for Detection of Parkinson disease using Deep Learning
Gayathri Nagasubramanian, Muthuramalingam Sankayya
Memristive self-learning logic circuit with application to encoder and decoder
Qinghui Hong, Zirui Shi, Jingru Sun, Sichun Du
Identifying epidemic spreading dynamics of COVID-19 by pseudocoevolutionary simulated annealing optimizers
Choujun Zhan, Yufan Zheng, Zhikang Lai, Tianyong Hao, Bing Li
A novel two-model local search algorithm with a self-adaptive parameter for clique partitioning problem
Shuli Hu, Xiaoli Wu, Huan Liu, Ruizhi Li, Minghao Yin
A new framework for sign language alphabet hand posture recognition using geometrical features through artificial neural network (part 1)
Hoshang Kolivand, Saba Joudaki, Mohd Shahrizal Sunar, David Tully
Spatial division networks for weakly supervised detection
Yongsheng Liu, Wenyu Chen, Hong Qu, S. M. Hasan Mahmud, Kebin Miao
An optimal extreme learning-based classification method for power quality events using fractional Fourier transform
Indu Sekhar Samanta, Pravat Kumar Rout, Satyasis Mishra
Ensemble echo network with deep architecture for time-series modeling
Ruihan Hu, Zhi-Ri Tang, Xiaoying Song, Jun Luo, Edmond Q. Wu, Sheng Chang
Coronavirus herd immunity optimizer (CHIO)
Mohammed Azmi Al-Betar, Zaid Abdi Alkareem Alyasseri, Mohammed A. Awadallah, Iyad Abu Doush
Automatic design of dispatching rules for static scheduling conditions
Marko Ðurasević, Domagoj Jakobović
Skills prediction based on multi-label resume classification using CNN with model predictions explanation
Kameni Florentin Flambeau Jiechieu, Norbert Tsopze
A self-organizing recurrent fuzzy neural network based on multivariate time series analysis
Haixu Ding, Wenjing Li, Junfei Qiao
Execution examination of chaotic S-box dependent on improved PSO algorithm
Nafiseh Hematpour, Sodeif Ahadpour
A local-to-global scheme-based multi-objective evolutionary algorithm for overlapping community detection on large-scale complex networks
Haiping Ma, Haipeng Yang, Kefei Zhou, Lei Zhang, Xingyi Zhang
Two-branch encoding and iterative attention decoding network for semantic segmentation
Hegui Zhu, Min Zhang, Xiangde Zhang, Libo Zhang
Multi-cue based 3D residual network for action recognition
Ming Zong, Ruili Wang, Zhe Chen, Maoli Wang, Xun Wang, Johan Potgieter
MLDroid—framework for Android malware detection using machine learning techniques
Arvind Mahindru, A. L. Sangal
Prediction of atherosclerosis diseases using biosensor-assisted deep learning artificial neuron model
Hongliang Yang, Zinan Li, Zhongyu Wang
CGA: a new feature selection model for visual human action recognition
Ritam Guha, Ali Hussain Khan, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
Developing artificial neural networks to estimate real-time onboard bus ride comfort
Teron Nguyen, Duy Q. Nguyen-Phuoc, Y. D. Wong
Somun: entity-centric summarization incorporating pre-trained language models
Emrah Inan
Bidirectional generative transductive zero-shot learning
Xinpeng Li, Dan Zhang, Mao Ye, Xue Li, Qiang Dou, Qiao Lv
Prescribed-time convergent and noise-tolerant Z-type neural dynamics for calculating time-dependent quadratic programming
Bolin Liao, Yuyan Wang, Weibing Li, Chen Peng, Qiuhong Xiang
Convolutional neural network with spatial pyramid pooling for hand gesture recognition
Yong Soon Tan, Kian Ming Lim, Connie Tee, Chin Poo Lee, Cheng Yaw Low
Identifying crop water stress using deep learning models
Narendra Singh Chandel, Subir Kumar Chakraborty, Yogesh Anand Rajwade, Kumkum Dubey, Mukesh K. Tiwari, Dilip Jat
Small vehicle classification in the wild using generative adversarial network
Xu Wang, Xiaoming Chen, Yanping Wang
A precise and stable machine learning algorithm: eigenvalue classification (EigenClass)
Uğur Erkan
Multi-label fault diagnosis of rolling bearing based on meta-learning
Chongchong Yu, Yaqian Ning, Yong Qin, Weijun Su, Xia Zhao
Deep reinforcement learning for permanent magnet synchronous motor speed control systems
Zhe Song, Jun Yang, Xuesong Mei, Tao Tao, Muxun Xu