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Neural Computing and Applications

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

  • Editorial

Yuwei Yan, Weidong Liu

Intelligent analysis of e-government influence factors based on improved machine learning

  • S.I. : Machine Learning based semantic representation and analytics for multimedia application

Lili Wei

Intelligent analysis system for signal processing tasks based on LSTM recurrent neural network algorithm

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

Ya Zhou, Xiaobo Jiao

Supply chain security evaluation model and index system based on a 5G information system

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

Jingfeng Zhao, Yan Li

Extraction of landslide features in UAV remote sensing images based on machine vision and image enhancement technology

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

Jianhua Qi, Hong Chen, Fengping Chen

Target recognition method of small UAV remote sensing image based on fuzzy clustering

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

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

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

Fengyang Xu, Zhongbing Li, Min Mao, Pengbo Ni, Wenming Jing

ECNN: evaluating a cluster-neural network model for city innovation capability

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

Jiaming Pei, Kaiyang Zhong, Jinhai Li, Jiyuan Xu, Xinyi Wang

An improved spatial point cloud simplification algorithm

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

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

  • S.I: Machine Learning based semantic representation and analytics for multimedia application

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

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

Zhi Yu, Mingpeng Zhu

Vehicle local path planning and time consistency of unmanned driving system based on convolutional neural network

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

Gang Yang, Yuan Yao

The correlation between green finance and carbon emissions based on improved neural network

  • S.I. : Machine Learning based semantic representation and analytics for multimedia application

Chenghao Sun

A progressive hierarchical analysis model for collective activity recognition

  • S.I: Machine Learning based semantic representation and analytics for multimedia application

Lishen Pei, Xuezhuan Zhao, Tao Li, Zheng Zhang

Sparse representation optimization of image Gaussian mixture features based on a convolutional neural network

  • S.I. :Machine Learning based semantic representation and analytics for multimedia application

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

  • S.I. : Machine Learning based semantic representation and analytics for multimedia application

Xin Zhang, Zhongqiu Xu, Hongbo Liao

Effect of artificial intelligence auxiliary equipment in the process of cognitive learning

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

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

  • S.I. : Machine Learning based semantic representation and analytics for multimedia application

Jingfeng Zhao, Bo Li

Development of geosteering system based on GWO–SVM model

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

Min Mao, Hai Yang, Fengyang Xu, Pengbo Ni, Haosheng Wu

Enterprise management heterogeneity and enterprise investment behavior based on intelligent scheduling system

  • S.I: Machine Learning based semantic representation and analytics for multimedia application

Jingjuan Wang, Weili Xia

Research on the effect of government media and users’ emotional experience based on LSTM deep neural network

  • S.I. : Machine Learning based semantic representation and analytics for multimedia application

Nan Wang, Xinlong Lv, Shanwu Sun, Qingjun Wang

Emergency lane vehicle detection and classification method based on logistic regression and a deep convolutional network

  • S.I.: Machine Learning based semantic representation and analytics for multimedia application

Guangming Li, Qingjun Wang, Congrui Zuo

Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review

  • Open Access
  • Review

Essam H. Houssein, Asmaa Hammad, Abdelmgeid A. Ali

Self-supervised graph representation learning using multi-scale subgraph views contrast

  • Review

Lei Chen, Jin Huang, Jingjing Li, Yang Cao, Jing Xiao

Transformers only look once with nonlinear combination for real-time object detection

  • Review

Ruiyang Xia, Guoquan Li, Zhengwen Huang, Yu Pang, Man Qi

A deep learning model for identification of diabetes type 2 based on nucleotide signals

  • Original Article

Bihter Das

Intelligent flow discharge computation in a rectangular channel with free overfall condition

  • Original Article

Khabat Khosravi, Zohreh Sheikh Khozani, Assefa M.Melesse, Brian Mark Crookston

Anomaly detection based on superpixels in videos

  • Original Article

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

  • Original Article

Davut Ari, Baris Baykant Alagoz

Hybrid convolutional Bi-LSTM autoencoder framework for short-term wind speed prediction

  • Original Article

Vishalteja Kosana, Kiran Teeparthi, Santhosh Madasthu

GPLFR—Global perspective and local flow registration-for forward-looking sonar images

  • Original Article

Peng Huang, Chunsheng Guo, Xingbing Fu, Lingyun Xu, Di Zhou

A meta learning approach for open information extraction

  • Original Article

Jiabao Han, Hongzhi Wang

A decision support model based on q-rung orthopair fuzzy number for glove design application

  • Original Article

Ömer Faruk Efe, Burak Efe

Multitask transfer learning with kernel representation

  • Original Article

Yulu Zhang, Shihui Ying, Zhijie Wen

The impact assessments of the ACF shape on time series forecasting by the ANFIS model

  • Original Article

Seyed Ehsan Fatemi, Hosna Parvini

Dual-stream encoder neural networks with spectral constraint for clustering functional brain connectivity data

  • Original Article

Hu Lu, Tingting Jin

ApplianceNet: a neural network based framework to recognize daily life activities and behavior in smart home using smart plugs

  • Open Access
  • Original Article

Muhammad Fahim, S. M. Ahsan Kazmi, Asad Masood Khattak

Damage detection at storey and element levels of high-rise buildings: a hybrid method

  • Original Article

Quy Thue Nguyen, Ramazan Livaoğlu

Observer-based adaptive finite-time prescribed performance NN control for nonstrict-feedback nonlinear systems

  • Original Article

Dongbing Tong, Xiang Liu, Qiaoyu Chen, Wuneng Zhou, Kaili Liao

Filter pruning via expectation-maximization

  • Original Article

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

  • Original Article

Thuan Thanh Nguyen, Thang Trung Nguyen, Thanh Ngoc Tran

A utilization of the inverse response surface method for the reliability-based design of structures

  • Original Article

David Lehký, Martina Šomodíková, Martin Lipowczan

VDNet: video deinterlacing network based on coarse adaptive module and deformable recurrent residual network

  • Original Article

Yin-Chen Yeh, Jilyan Dy, Tai-Ming Huang, Yung-Yao Chen, Kai-Lung Hua

Image fairness in deep learning: problems, models, and challenges

  • Open Access
  • Original Article

Huan Tian, Tianqing Zhu, Wei Liu, Wanlei Zhou

A hybrid sigma-pi neural network for combined intuitionistic fuzzy time series prediction model

  • Original Article

Sule Nazlı Arslan, Ozge Cagcag Yolcu

Control of adaptive running platform based on machine vision technologies and neural networks

  • Original Article

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

  • Original Article

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

  • Original Article

Sait Can Yücebaş

Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder

  • Original Article

Pengjie Liu, Fucheng Pan, Xiaofeng Zhou, Shuai Li, Pengyu Zeng, Shurui Liu, Liang Jin

Unsupervised anomaly detection for network traffic using artificial immune network

  • Original Article

Yuanquan Shi, Hong Shen

Glass-box model representation of seismic failure mode prediction for conventional reinforced concrete shear walls

  • Original Article

Zeynep Tuna Deger, Gulsen Taskin Kaya

Cross-lingual alignments of ELMo contextual embeddings

  • Original Article

Matej Ulčar, Marko Robnik-Šikonja

Learning age semantic factor to enhance group-based representations for cross-age face recognition

  • Original Article

Chenmou Wu, Hyo Jong Lee

Position/force evaluation-based assist-as-needed control strategy design for upper limb rehabilitation exoskeleton

  • Original Article

Yida Guo, Haoping Wang, Yang Tian, Jiazhen Xu

A novel approach for spam detection using horse herd optimization algorithm

  • Open Access
  • Original Article

Ali Hosseinalipour, Reza Ghanbarzadeh

Novel hybrid informational model for predicting the creep and shrinkage deflection of reinforced concrete beams containing GGBFS

  • Open Access
  • Original Article

Iman Faridmehr, Mohd Shariq, Vagelis Plevris, Nasrin Aalimahmoody

Classification of pavement crack types based on square bounding box diagonal matching method

  • Original Article

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

  • Original Article

H. Fouad, Ahmed M. Soliman, Azza S. Hassanein, Haytham Al-Feel

Jul 22
Issue: 14/2022
Special Issue on Healthcare Analytics (pp.11255/ 11490)
Aug 22
Issue: 16/2022
Special Issue on Deep Learning for Time Series Data (pp.13147 / 13369)

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