Volume 35, Issue 3 | Neural Computing and Applications

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Volume 35, Issue 3

January 2023

Special Issue on 2021 International Conference on Machine Learning and Big Data Analytics for IOT Security and Privacy (SPIOT 2021) (pp.2025-2289)/Regular papers (pp.2291-2944)

Issue Editor:

Jinghua Zhao

55 articles in this issue

Special issue on 2021 international conference on machine learning and big data analytics for iot security and privacy
Jinghua Zhao
Editorial 16 August 2022 Pages: 2025 - 2026
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
The design of an affordable fault-tolerant control system of the brushless DC motor for an active waist exoskeleton
Liang Yang
Chenxi Qu
Shengguan Qu
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 25 June 2022 Pages: 2027 - 2037
Part of 2 collections:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)

Computer Science SDG 7: Affordable and Clean Energy
CT manifestations of gallbladder carcinoma based on neural network
Yigang Chang
Qian Wu
Huaying Huo
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 03 February 2022 Pages: 2039 - 2044
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Risk prediction in financial management of listed companies based on optimized BP neural network under digital economy
Xuetao Li
Jia Wang
Chengying Yang
S.I. : Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 26 May 2022 Pages: 2045 - 2058
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
An intelligent traceability method of water pollution based on dynamic multi-mode optimization
Qinghua Wu
Bin Wu
Xuesong Yan
S.I. : Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 22 February 2022 Pages: 2059 - 2076
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Fuzzy rule-based neural network for high-speed train manufacturing system scheduling problem
Fei Peng
Li Zheng
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 03 April 2022 Pages: 2077 - 2088
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Meta-analysis of the efficacy of acupuncture and moxibustion in the treatment of non-motor symptoms of Parkinson's disease
Guoli Huang
Mingang Guo
S.I. : Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 09 April 2022 Pages: 2089 - 2101
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Cloud-native-based flexible value generation mechanism of public health platform using machine learning
Ming Jiang
Lingzhi Wu
Zeyan Wu
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 26 April 2022 Pages: 2103 - 2117
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
CNN-based architecture recognition and contour standardization based on aerial images
Yi Deng
Xiaodan Xie
Chengyue Xing
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 04 May 2022 Pages: 2119 - 2127
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Application of loan lost-linking customer path correlated index model and network sorting search algorithm based on big data environment
Sulin Pang
Jiaqi Wang
Xiaoshuang Yi
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 30 April 2022 Pages: 2129 - 2156
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Gesture recognition of graph convolutional neural network based on spatial domain
Hong Chen
Hongdong Zhao
Zhanghong Yu
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 28 February 2022 Pages: 2157 - 2167
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Risk decision analysis of commercial insurance based on neural network algorithm
Shanshan Wang
Zhenwang Zhao
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 22 April 2022 Pages: 2169 - 2182
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Research on deep learning image processing technology of second-order partial differential equations
Qingzhe Wu
S.I. : Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 21 March 2022 Pages: 2183 - 2195
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Vehicle detection and tracking based on video image processing in intelligent transportation system
Dong-yuan Ge
Xi-fan Yao
Yue-ping Chen
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 01 February 2022 Pages: 2197 - 2209
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Research on the improvement of transportation efficiency of smart city by traffic visualization based on pattern recognition
Yong Zhang
Hao Wang
Xuede Wang
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 03 May 2022 Pages: 2211 - 2224
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Multi-scale memory-enhanced method for predicting the remaining useful life of aircraft engines
Wenbai Chen
Chang Liu
Peiliang Wu
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 23 May 2022 Pages: 2225 - 2241
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Simulation of AC drive control for supercapacitor trams based on high-order neural network pattern discrimination algorithm
Ling Li
S. I.: MACHINE LEARNING AND BIG DATA ANALYTICS FOR IOT SECURITY AND PRIVACY (SPIOT 2021) 10 July 2022 Pages: 2243 - 2255
Part of 2 collections:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)

Computer Science SDG 7: Affordable and Clean Energy
Information flow-based second-order cone programming model for big data using rough concept lattice
Pin Wang
Wei Wu
Hongmei Zhong
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 11 May 2022 Pages: 2257 - 2266
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
A multiagent deep deterministic policy gradient-based distributed protection method for distribution network
Peng Zeng
Shijie Cui
Guangye Li
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 07 February 2022 Pages: 2267 - 2278
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
Contracting and timing for outsourcing of information system with uncertain requirements
Zongming Zhang
Rundong Liao
Qingyuan Zhou
S.I.: Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021) 17 May 2022 Pages: 2279 - 2289
Part of 1 collection:

Special Issue on 2021 Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIOT 2021)
A survey on deep learning applied to medical images: from simple artificial neural networks to generative models
P. Celard
E. L. Iglesias
L. Borrajo
Review 04 November 2022 Pages: 2291 - 2323
A method of constructing a fine-grained sentiment lexicon for the humanities computing of classical chinese poetry
Wei Zhang
Hao Wang
Sanhong Deng
Original Article 24 August 2022 Pages: 2325 - 2346
Optimal fractional-order PID controller based on fractional-order actor-critic algorithm
Raafat Shalaby
Mohammad El-Hossainy
Tarek A. Mahmoud
Original Article Open access 24 August 2022 Pages: 2347 - 2380
A Siamese network-based tracking framework for hyperspectral video
Yiming Tang
Hong Huang
Yuan Li
Original Article 25 August 2022 Pages: 2381 - 2397
Face enhancement and hallucination in the wild
Xin Ding
Ruimin Hu
Zhongyuan Wang
Original Article 26 August 2022 Pages: 2399 - 2412
Hierarchical conversation flow transition and reasoning for conversational machine comprehension
Xiao Liu
Min Yang
Ruifeng Xu
Original Article 27 August 2022 Pages: 2413 - 2428
Hierarchical decoding with latent context for image captioning
Jing Zhang
Yingshuai Xie
Wen Du
Original Article 27 August 2022 Pages: 2429 - 2442
Estimation of seepage velocity and piping resistance of fiber-reinforced soil by using artificial neural network-based approach
Nga Thanh Duong
Khiem Quang Tran
Original Article 28 August 2022 Pages: 2443 - 2455
Towards an efficient backbone for preserving features in speech emotion recognition: deep-shallow convolution with recurrent neural network
Dev Priya Goel
Kushagra Mahajan
Chee Peng Lim
Original Article 28 August 2022 Pages: 2457 - 2469
Integration of global and local information for text classification
Xianghua Li
Xinyu Wu
Chao Gao
Original Article 28 August 2022 Pages: 2471 - 2486
Düzen: generating the structural model from the software source code using shuffled frog leaping algorithm
Bahman Arasteh
Mohammad Bagher Karimi
Razieh Sadegi
Original Article 30 August 2022 Pages: 2487 - 2502
β-CapsNet: learning disentangled representation for CapsNet by information bottleneck
Ming-fei Hu
Jian-wei Liu
Original Article 30 August 2022 Pages: 2503 - 2525
Distributed fixed-time NN tracking control of vehicular platoon systems with singularity-free
Jiaxin An
Yang Liu
Hong Xue
Original Article 01 September 2022 Pages: 2527 - 2540
An attention-guided convolutional neural network for automated classification of brain tumor from MRI
Sumeet Saurav
Ayush Sharma
Sanjay Singh
Original Article 01 September 2022 Pages: 2541 - 2560
A multi-head adjacent attention-based pyramid layered model for nested named entity recognition
Shengmin Cui
Inwhee Joe
Original Article Open access 01 September 2022 Pages: 2561 - 2574
Automatic detection of indoor occupancy based on improved YOLOv5 model
Chao Wang
Yunchu Zhang
Yepeng Wang
Original Article 02 September 2022 Pages: 2575 - 2599
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
A CNN-based android application for plant leaf classification at remote locations
Ankita Shelke
Ninad Mehendale
Original Article 02 September 2022 Pages: 2601 - 2607
MEDIC: a multi-task learning dataset for disaster image classification
Firoj Alam
Tanvirul Alam
Ferda Ofli
Original Article Open access 03 September 2022 Pages: 2609 - 2632
Effective hybrid graph and hypergraph convolution network for collaborative filtering
Xunkai Li
Ronghui Guo
Bin Jiang
Original Article 03 September 2022 Pages: 2633 - 2646
An enhanced PSO algorithm to configure a responsive-resilient supply chain network considering environmental issues: a case study of the oxygen concentrator device
Soodeh Nasrollah
S. Esmaeil Najafi
Mohsen Rostamy-Malkhalifeh
Original Article 03 September 2022 Pages: 2647 - 2678
Levy flight-particle swarm optimization-assisted BiLSTM + dropout deep learning model for short-term load forecasting
D. Kiruthiga
V. Manikandan
Original Article 03 September 2022 Pages: 2679 - 2700
MLP neural network with an optimal architecture for modeling the ECAP-C process
Sadegh Moradi
Mahdi Gerdooei
Hasan Ghaforian Nosrati
Original Article 04 September 2022 Pages: 2701 - 2715
Knowledge-aware attentional neural network for review-based movie recommendation with explanations
Yun Liu
Jun Miyazaki
Original Article Open access 04 September 2022 Pages: 2717 - 2735
Adaptive 1-dimensional time invariant learning for inertial sensor-based gait authentication
Jessica Permatasari
Tee Connie
Andrew Beng Jin Teoh
Original Article Open access 04 September 2022 Pages: 2737 - 2753
Convolutional neural network based tea leaf disease prediction system on smart phone using paas cloud
Madhusudan G. Lanjewar
Kamini G. Panchbhai
Original Article 04 September 2022 Pages: 2755 - 2771
Fuzzy rough assisted missing value imputation and feature selection
Pankhuri Jain
Anoop Tiwari
Tanmoy Som
Original Article 04 September 2022 Pages: 2773 - 2793
A novel discrete-time neurodynamic algorithm for future constrained quadratic programming with wheeled mobile robot control
Binbin Qiu
Xiao-Dong Li
Song Yang
Original Article 04 September 2022 Pages: 2795 - 2809
AW-GAN: face aging and rejuvenation using attention with wavelet GAN
Praveen Kumar Chandaliya
Neeta Nain
Original Article 05 September 2022 Pages: 2811 - 2825
A BERT-based model for coupled biological strategies in biomimetic design
Feng Sun
He Xu
Zhimao Lu
Original Article 06 September 2022 Pages: 2827 - 2843
Diagnosis of Alzheimer’s, Parkinson’s disease and frontotemporal dementia using a generative adversarial deep convolutional neural network
R. S. Nancy Noella
J. Priyadarshini
Original Article 06 September 2022 Pages: 2845 - 2854