Issue 15/2022
Special Issue On Machine Learning Based Semantic Representation And Analytics For Multimedia Application (pp. 12239/ 12526)
Content (58 Articles)
Topical collections on machine learning based semantic representation and analytics for multimedia application
Yuwei Yan, Weidong Liu
Intelligent analysis of e-government influence factors based on improved machine learning
Lili Wei
Intelligent analysis system for signal processing tasks based on LSTM recurrent neural network algorithm
Ya Zhou, Xiaobo Jiao
Supply chain security evaluation model and index system based on a 5G information system
Jingfeng Zhao, Yan Li
Extraction of landslide features in UAV remote sensing images based on machine vision and image enhancement technology
Jianhua Qi, Hong Chen, Fengping Chen
Target recognition method of small UAV remote sensing image based on fuzzy clustering
Linyang Guo, Runxian Yang, Zhichao Zhong, Ran Zhang, Bo Zhang
LGWO-SVM geological steering identification method for shale gas based on a gamma spectral dataset
Fengyang Xu, Zhongbing Li, Min Mao, Pengbo Ni, Wenming Jing
ECNN: evaluating a cluster-neural network model for city innovation capability
Jiaming Pei, Kaiyang Zhong, Jinhai Li, Jiyuan Xu, Xinyi Wang
An improved spatial point cloud simplification algorithm
Yi Sun, Shenhu Zhang, Tianqi Wang, Feng Lou, Jingjin Ma, Chunying Wang, Chengrong Gui
Road rage detection algorithm based on fatigue driving and facial feature point location
Wu Shulei, Suo Zihang, Chen Huandong, Zhao Yuchen, Zhang Yang, Chen Jinbiao, Meng Qiaona
Efficient but lightweight network for vehicle re-identification with center-constraint loss
Zhi Yu, Mingpeng Zhu
Vehicle local path planning and time consistency of unmanned driving system based on convolutional neural network
Gang Yang, Yuan Yao
The correlation between green finance and carbon emissions based on improved neural network
Chenghao Sun
A progressive hierarchical analysis model for collective activity recognition
Lishen Pei, Xuezhuan Zhao, Tao Li, Zheng Zhang
Sparse representation optimization of image Gaussian mixture features based on a convolutional neural network
Fangfang Ye, Tiaojuan Ren, Zhangquan Wang, Ting Wang
Human motion tracking and 3D motion track detection technology based on visual information features and machine learning
Xin Zhang, Zhongqiu Xu, Hongbo Liao
Effect of artificial intelligence auxiliary equipment in the process of cognitive learning
Fenglang Wu, Xinran Liu, Yudan Wang
Credit risk assessment of small and medium-sized enterprises in supply chain finance based on SVM and BP neural network
Jingfeng Zhao, Bo Li
Development of geosteering system based on GWO–SVM model
Min Mao, Hai Yang, Fengyang Xu, Pengbo Ni, Haosheng Wu
Enterprise management heterogeneity and enterprise investment behavior based on intelligent scheduling system
Jingjuan Wang, Weili Xia
Research on the effect of government media and users’ emotional experience based on LSTM deep neural network
Nan Wang, Xinlong Lv, Shanwu Sun, Qingjun Wang
Emergency lane vehicle detection and classification method based on logistic regression and a deep convolutional network
Guangming Li, Qingjun Wang, Congrui Zuo
Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review
Essam H. Houssein, Asmaa Hammad, Abdelmgeid A. Ali
Self-supervised graph representation learning using multi-scale subgraph views contrast
Lei Chen, Jin Huang, Jingjing Li, Yang Cao, Jing Xiao
Transformers only look once with nonlinear combination for real-time object detection
Ruiyang Xia, Guoquan Li, Zhengwen Huang, Yu Pang, Man Qi
A deep learning model for identification of diabetes type 2 based on nucleotide signals
Bihter Das
Intelligent flow discharge computation in a rectangular channel with free overfall condition
Khabat Khosravi, Zohreh Sheikh Khozani, Assefa M.Melesse, Brian Mark Crookston
Anomaly detection based on superpixels in videos
Shifeng Li, Yan Cheng, Ye Tian, Yunfeng Liu
An effective integrated genetic programming and neural network model for electronic nose calibration of air pollution monitoring application
Davut Ari, Baris Baykant Alagoz
Hybrid convolutional Bi-LSTM autoencoder framework for short-term wind speed prediction
Vishalteja Kosana, Kiran Teeparthi, Santhosh Madasthu
GPLFR—Global perspective and local flow registration-for forward-looking sonar images
Peng Huang, Chunsheng Guo, Xingbing Fu, Lingyun Xu, Di Zhou
A decision support model based on q-rung orthopair fuzzy number for glove design application
Ömer Faruk Efe, Burak Efe
Multitask transfer learning with kernel representation
Yulu Zhang, Shihui Ying, Zhijie Wen
The impact assessments of the ACF shape on time series forecasting by the ANFIS model
Seyed Ehsan Fatemi, Hosna Parvini
Dual-stream encoder neural networks with spectral constraint for clustering functional brain connectivity data
Hu Lu, Tingting Jin
ApplianceNet: a neural network based framework to recognize daily life activities and behavior in smart home using smart plugs
Muhammad Fahim, S. M. Ahsan Kazmi, Asad Masood Khattak
Damage detection at storey and element levels of high-rise buildings: a hybrid method
Quy Thue Nguyen, Ramazan Livaoğlu
Observer-based adaptive finite-time prescribed performance NN control for nonstrict-feedback nonlinear systems
Dongbing Tong, Xiang Liu, Qiaoyu Chen, Wuneng Zhou, Kaili Liao
Filter pruning via expectation-maximization
Sheng Xu, Yanjing Li, Linlin Yang, Baochang Zhang, Dianmin Sun, Kexin Liu
Parameter estimation of photovoltaic cell and module models relied on metaheuristic algorithms including artificial ecosystem optimization
Thuan Thanh Nguyen, Thang Trung Nguyen, Thanh Ngoc Tran
A utilization of the inverse response surface method for the reliability-based design of structures
David Lehký, Martina Šomodíková, Martin Lipowczan
VDNet: video deinterlacing network based on coarse adaptive module and deformable recurrent residual network
Yin-Chen Yeh, Jilyan Dy, Tai-Ming Huang, Yung-Yao Chen, Kai-Lung Hua
Image fairness in deep learning: problems, models, and challenges
Huan Tian, Tianqing Zhu, Wei Liu, Wanlei Zhou
A hybrid sigma-pi neural network for combined intuitionistic fuzzy time series prediction model
Sule Nazlı Arslan, Ozge Cagcag Yolcu
Control of adaptive running platform based on machine vision technologies and neural networks
Artem D. Obukhov, Mikhail N. Krasnyanskiy, Denis L. Dedov, Victoria V. Vostrikova, Daniil V. Teselkin, Ekaterina O. Surkova
Toward multi-category garments virtual try-on method by coarse to fine TPS deformation
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Heng Li
A deep learning analysis for the effect of individual player performances on match results
Sait Can Yücebaş
Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder
Pengjie Liu, Fucheng Pan, Xiaofeng Zhou, Shuai Li, Pengyu Zeng, Shurui Liu, Liang Jin
Unsupervised anomaly detection for network traffic using artificial immune network
Yuanquan Shi, Hong Shen
Glass-box model representation of seismic failure mode prediction for conventional reinforced concrete shear walls
Zeynep Tuna Deger, Gulsen Taskin Kaya
Cross-lingual alignments of ELMo contextual embeddings
Matej Ulčar, Marko Robnik-Šikonja
Learning age semantic factor to enhance group-based representations for cross-age face recognition
Chenmou Wu, Hyo Jong Lee
Position/force evaluation-based assist-as-needed control strategy design for upper limb rehabilitation exoskeleton
Yida Guo, Haoping Wang, Yang Tian, Jiazhen Xu
A novel approach for spam detection using horse herd optimization algorithm
Ali Hosseinalipour, Reza Ghanbarzadeh
Novel hybrid informational model for predicting the creep and shrinkage deflection of reinforced concrete beams containing GGBFS
Iman Faridmehr, Mohd Shariq, Vagelis Plevris, Nasrin Aalimahmoody
Classification of pavement crack types based on square bounding box diagonal matching method
Guofeng Qin, Linyu Huang, Shuo Yang
Prediction and diagnosis of vertebral tumors on the Internet of Medical Things Platform using geometric rough propagation neural network
H. Fouad, Ahmed M. Soliman, Azza S. Hassanein, Haytham Al-Feel