Volume 34, Issue 15 | Neural Computing and Applications

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Volume 34, Issue 15

August 2022

Special Issue On Machine Learning Based Semantic Representation And Analytics For Multimedia Application (pp. 12239/ 12526)

Issue Editors:

Yuwei Yan,
Weidong Liu

58 articles in this issue

Topical collections on machine learning based semantic representation and analytics for multimedia application
Yuwei Yan
Weidong Liu
Editorial 08 June 2022 Pages: 12239 - 12240
Intelligent analysis of e-government influence factors based on improved machine learning
Lili Wei
S.I. : Machine Learning based semantic representation and analytics for multimedia application 12 November 2021 Pages: 12241 - 12256
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Intelligent analysis system for signal processing tasks based on LSTM recurrent neural network algorithm
Ya Zhou
Xiaobo Jiao
S.I.: Machine Learning based semantic representation and analytics for multimedia application 03 September 2021 Pages: 12257 - 12269
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Supply chain security evaluation model and index system based on a 5G information system
Jingfeng Zhao
Yan Li
S.I.: Machine Learning based semantic representation and analytics for multimedia application 29 October 2021 Pages: 12271 - 12281
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Extraction of landslide features in UAV remote sensing images based on machine vision and image enhancement technology
Jianhua Qi
Hong Chen
Fengping Chen
S.I.: Machine Learning based semantic representation and analytics for multimedia application 22 September 2021 Pages: 12283 - 12297
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Target recognition method of small UAV remote sensing image based on fuzzy clustering
Linyang Guo
Runxian Yang
Bo Zhang
S.I.: Machine Learning based semantic representation and analytics for multimedia application 13 November 2021 Pages: 12299 - 12315
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
LGWO-SVM geological steering identification method for shale gas based on a gamma spectral dataset
Fengyang Xu
Zhongbing Li
Wenming Jing
S.I.: Machine Learning based semantic representation and analytics for multimedia application 28 October 2021 Pages: 12317 - 12329
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
ECNN: evaluating a cluster-neural network model for city innovation capability
Jiaming Pei
Kaiyang Zhong
Xinyi Wang
S.I.: Machine Learning based semantic representation and analytics for multimedia application 18 September 2021 Pages: 12331 - 12343
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
An improved spatial point cloud simplification algorithm
Yi Sun
Shenhu Zhang
Chengrong Gui
S.I.: Machine Learning based semantic representation and analytics for multimedia application 29 October 2021 Pages: 12345 - 12359
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Road rage detection algorithm based on fatigue driving and facial feature point location
Wu Shulei
Suo Zihang
Meng Qiaona
S.I: Machine Learning based semantic representation and analytics for multimedia application 10 January 2022 Pages: 12361 - 12371
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Efficient but lightweight network for vehicle re-identification with center-constraint loss
Zhi Yu
Mingpeng Zhu
S.I.: Machine Learning based semantic representation and analytics for multimedia application 12 November 2021 Pages: 12373 - 12384
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Vehicle local path planning and time consistency of unmanned driving system based on convolutional neural network
Gang Yang
Yuan Yao
S.I.: Machine Learning based semantic representation and analytics for multimedia application 15 September 2021 Pages: 12385 - 12398
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
The correlation between green finance and carbon emissions based on improved neural network
Chenghao Sun
S.I. : Machine Learning based semantic representation and analytics for multimedia application 22 September 2021 Pages: 12399 - 12413
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
A progressive hierarchical analysis model for collective activity recognition
Lishen Pei
Xuezhuan Zhao
Zheng Zhang
S.I: Machine Learning based semantic representation and analytics for multimedia application 07 October 2021 Pages: 12415 - 12425
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Sparse representation optimization of image Gaussian mixture features based on a convolutional neural network
Fangfang Ye
Tiaojuan Ren
Ting Wang
S.I. :Machine Learning based semantic representation and analytics for multimedia application 26 September 2021 Pages: 12427 - 12437
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Human motion tracking and 3D motion track detection technology based on visual information features and machine learning
Xin Zhang
Zhongqiu Xu
Hongbo Liao
S.I. : Machine Learning based semantic representation and analytics for multimedia application 07 January 2022 Pages: 12439 - 12451
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Effect of artificial intelligence auxiliary equipment in the process of cognitive learning
Fenglang Wu
Xinran Liu
Yudan Wang
S.I.: Machine Learning based semantic representation and analytics for multimedia application 09 September 2021 Pages: 12453 - 12466
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Credit risk assessment of small and medium-sized enterprises in supply chain finance based on SVM and BP neural network
Jingfeng Zhao
Bo Li
S.I. : Machine Learning based semantic representation and analytics for multimedia application 15 January 2022 Pages: 12467 - 12478
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Development of geosteering system based on GWO–SVM model
Min Mao
Hai Yang
Haosheng Wu
S.I.: Machine Learning based semantic representation and analytics for multimedia application 01 November 2021 Pages: 12479 - 12490
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Enterprise management heterogeneity and enterprise investment behavior based on intelligent scheduling system
Jingjuan Wang
Weili Xia
S.I: Machine Learning based semantic representation and analytics for multimedia application 29 October 2021 Pages: 12491 - 12504
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Research on the effect of government media and users’ emotional experience based on LSTM deep neural network
Nan Wang
Xinlong Lv
Qingjun Wang
S.I. : Machine Learning based semantic representation and analytics for multimedia application 06 October 2021 Pages: 12505 - 12516
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Emergency lane vehicle detection and classification method based on logistic regression and a deep convolutional network
Guangming Li
Qingjun Wang
Congrui Zuo
S.I.: Machine Learning based semantic representation and analytics for multimedia application 03 September 2021 Pages: 12517 - 12526
Part of 1 collection:

Special Issue on Machine Learning based semantic representation and analytics for multimedia application
Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review
Essam H. Houssein
Asmaa Hammad
Abdelmgeid A. Ali
Review Open access 07 May 2022 Pages: 12527 - 12557
Self-supervised graph representation learning using multi-scale subgraph views contrast
Lei Chen
Jin Huang
Jing Xiao
Review 15 May 2022 Pages: 12559 - 12569
Transformers only look once with nonlinear combination for real-time object detection
Ruiyang Xia
Guoquan Li
Man Qi
Review 21 May 2022 Pages: 12571 - 12585
A deep learning model for identification of diabetes type 2 based on nucleotide signals
Bihter Das
Original Article 12 March 2022 Pages: 12587 - 12599
Intelligent flow discharge computation in a rectangular channel with free overfall condition
Khabat Khosravi
Zohreh Sheikh Khozani
Brian Mark Crookston
Original Article 14 March 2022 Pages: 12601 - 12616
Anomaly detection based on superpixels in videos
Shifeng Li
Yan Cheng
Yunfeng Liu
Original Article 14 March 2022 Pages: 12617 - 12631
An effective integrated genetic programming and neural network model for electronic nose calibration of air pollution monitoring application
Davut Ari
Baris Baykant Alagoz
Original Article 14 March 2022 Pages: 12633 - 12652
Hybrid convolutional Bi-LSTM autoencoder framework for short-term wind speed prediction
Vishalteja Kosana
Kiran Teeparthi
Santhosh Madasthu
Original Article 15 March 2022 Pages: 12653 - 12662
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
GPLFR—Global perspective and local flow registration-for forward-looking sonar images
Peng Huang
Chunsheng Guo
Di Zhou
Original Article 16 March 2022 Pages: 12663 - 12679
A meta learning approach for open information extraction
Jiabao Han
Hongzhi Wang
Original Article 16 March 2022 Pages: 12681 - 12694
A decision support model based on q-rung orthopair fuzzy number for glove design application
Ömer Faruk Efe
Burak Efe
Original Article 16 March 2022 Pages: 12695 - 12708
Multitask transfer learning with kernel representation
Yulu Zhang
Shihui Ying
Zhijie Wen
Original Article 16 March 2022 Pages: 12709 - 12721
The impact assessments of the ACF shape on time series forecasting by the ANFIS model
Seyed Ehsan Fatemi
Hosna Parvini
Original Article 17 March 2022 Pages: 12723 - 12736
Dual-stream encoder neural networks with spectral constraint for clustering functional brain connectivity data
Hu Lu
Tingting Jin
Original Article 19 March 2022 Pages: 12737 - 12747
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
Original Article Open access 21 March 2022 Pages: 12749 - 12763
Damage detection at storey and element levels of high-rise buildings: a hybrid method
Quy Thue Nguyen
Ramazan Livaoğlu
Original Article 22 March 2022 Pages: 12765 - 12788
Observer-based adaptive finite-time prescribed performance NN control for nonstrict-feedback nonlinear systems
Dongbing Tong
Xiang Liu
Kaili Liao
Original Article 22 March 2022 Pages: 12789 - 12805
Filter pruning via expectation-maximization
Sheng Xu
Yanjing Li
Kexin Liu
Original Article 22 March 2022 Pages: 12807 - 12818
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
Original Article 22 March 2022 Pages: 12819 - 12844
A utilization of the inverse response surface method for the reliability-based design of structures
David Lehký
Martina Šomodíková
Martin Lipowczan
Original Article 23 March 2022 Pages: 12845 - 12859
VDNet: video deinterlacing network based on coarse adaptive module and deformable recurrent residual network
Yin-Chen Yeh
Jilyan Dy
Kai-Lung Hua
Original Article 24 March 2022 Pages: 12861 - 12874
Image fairness in deep learning: problems, models, and challenges
Huan Tian
Tianqing Zhu
Wanlei Zhou
Original Article Open access 25 March 2022 Pages: 12875 - 12893
A hybrid sigma-pi neural network for combined intuitionistic fuzzy time series prediction model
Sule Nazlı Arslan
Ozge Cagcag Yolcu
Original Article 25 March 2022 Pages: 12895 - 12917
Control of adaptive running platform based on machine vision technologies and neural networks
Artem D. Obukhov
Mikhail N. Krasnyanskiy
Ekaterina O. Surkova
Original Article 25 March 2022 Pages: 12919 - 12946
Toward multi-category garments virtual try-on method by coarse to fine TPS deformation
Naiyu Fang
Lemiao Qiu
Heng Li
Original Article 25 March 2022 Pages: 12947 - 12965
A deep learning analysis for the effect of individual player performances on match results
Sait Can Yücebaş
Original Article 25 March 2022 Pages: 12967 - 12984
Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder
Pengjie Liu
Fucheng Pan
Liang Jin
Original Article 28 March 2022 Pages: 12985 - 13006
Unsupervised anomaly detection for network traffic using artificial immune network
Yuanquan Shi
Hong Shen
Original Article 27 March 2022 Pages: 13007 - 13027