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Neural Computing and Applications

Neural Computing and Applications 9/2021

Issue 9/2021

Special Issue on 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy

Table of Contents ( 50 Articles )

25-02-2021 | Editorial | Issue 9/2021

Special issue on 2020 international conference on machine learning and big data analytics for IoT security and privacy (SPIoT-2020)

Jinghua Zhao, Qingyuan Zhou

09-11-2020 | S.I. : SPIoT 2020 | Issue 9/2021

Complex communication application identification and private network mining technology under a large-scale network

Chengshun Huang, Zijiang Zhu

29-10-2020 | S.I. : SPIoT 2020 | Issue 9/2021

Top-N recommendation algorithm integrated neural network

Liang Zhang, Liang Zhang

10-11-2020 | S.I. : SPIoT 2020 | Issue 9/2021

QoS intelligent prediction for mobile video networks: a GR approach

Lingwei Xu, Han Wang, Hui Li, Wenzhong Lin, T. Aaron Gulliver

21-11-2020 | S.I.: SPIoT 2020 | Issue 9/2021

Early warning of enterprise finance risk of big data mining in internet of things based on fuzzy association rules

Hongyu Shang, Duan Lu, Qingyuan Zhou

29-10-2020 | S.I. : SPIoT 2020 | Issue 9/2021

Sports decision-making model based on data mining and neural network

Chunmei Yuan, Yikun Yang, Yang Liu

19-11-2020 | S.I. : SPIoT 2020 | Issue 9/2021

Research on real estate pricing methods based on data mining and machine learning

Yanliang Yu, Jingfu Lu, Dan Shen, Binbing Chen

18-11-2020 | S.I. : SPIoT 2020 | Issue 9/2021

MLP neural network-based regional logistics demand prediction

Hongpeng Guo, Cheng Guo, Beichun Xu, Yujie Xia, Fanhui Sun

03-01-2021 | S.I. : SPIoT 2020 | Issue 9/2021

Evaluation of fitness state of sports training based on self-organizing neural network

Huai Liang

03-01-2021 | S.I. : SPIoT 2020 | Issue 9/2021

Dynamic traffic classification algorithm and simulation of energy Internet of things based on machine learning

Dunnan Liu, Xiaofeng Xu, Mingguang Liu, Yaling Liu

27-11-2020 | S.I.: SPIoT 2020 | Issue 9/2021

Named entity translation method based on machine translation lexicon

Panpan Li, Mengxiang Wang, Jian Wang

03-01-2021 | S.I. : SPIoT 2020 | Issue 9/2021

Credit system of smart logistics public information platform based on improved neural network

Huifeng Zhang, Yanfeng Jin

28-01-2021 | S.I. : SPIoT 2020 | Issue 9/2021

Cross-view similarity exploration for unsupervised cross-domain person re-identification

Shuren Zhou, Ying Wang, Fan Zhang, Jie Wu

12-11-2020 | S.I. : SPIoT 2020 | Issue 9/2021

Exploring resource management for innovation power network based on deep learning algorithm

Congmin Liu, Xiaojing Zheng

09-11-2020 | S.I.: SPIoT 2020 | Issue 9/2021

Overflow warning and remote monitoring technology based on improved random forest

Haibo Liang, Haochen Han, Pengbo Ni, Yingjun Jiang

16-01-2021 | S.I. : SPIoT 2020 | Issue 9/2021

Permeability characteristics of bedrock fissures under disturbance conditions based on neural network

Yu-zhe Zhang, Xiong Wu, Xiao Zhang, Ao-shuang Mei

31-01-2021 | S.I. : SPIoT 2020 | Issue 9/2021

Farmers credit optimization decision model and applications based on common risk guarantee fund

Sulin Pang, Min Wei, Zhiming Wen

11-11-2020 | S.I. : SPIoT 2020 | Issue 9/2021

Two-stage adaptive integration of multi-source heterogeneous data based on an improved random subspace and prediction of default risk of microcredit

Anzhong Huang, Fei Wu

24-11-2020 | S.I. : SPIoT 2020 | Issue 9/2021

Adaptive control of manipulator based on neural network

Aiqin Liu, Honghua Zhao, Tao Song, Zhi Liu, Haibin Wang, Dianmin Sun

16-02-2021 | S.I. : SPIoT 2020 | Issue 9/2021

Synergy evaluation model of container multimodal transport based on BP neural network

Wenying Zhu, Haiwen Wang, Xiaheng Zhang

03-01-2021 | S.I.: SPIoT 2020 | Issue 9/2021

An intelligent optimization method of E-commerce product marketing

Fang Cui, Haihua Hu, Ying Xie

21-03-2021 | S.I. : SPIoT 2020 | Issue 9/2021

Product modeling design based on genetic algorithm and BP neural network

Jia-Xuan Han, Min-Yuan Ma, Kun Wang

03-01-2021 | S.I. : SPIoT 2020 | Issue 9/2021

Object detection method based on global feature augmentation and adaptive regression in IoT

Hui Li, Yan Dong, Lingwei Xu, Shujun Zhang, Junyin Wang

01-08-2020 | Original Article | Issue 9/2021

Classification of olive leaf diseases using deep convolutional neural networks

Sinan Uğuz, Nese Uysal

02-08-2020 | Original Article | Issue 9/2021

Pore type identification in carbonate rocks using convolutional neural network based on acoustic logging data

Tianyang Li, Zizhen Wang, Ruihe Wang, Nian Yu

03-08-2020 | Original Article | Issue 9/2021

The feasibility of PSO–ANFIS in estimating bearing capacity of strip foundations rested on cohesionless slope

Hossein Moayedi, Abbas Rezaei

03-08-2020 | Original Article | Issue 9/2021

Application of the group method of data handling and variable importance analysis for prediction and modelling of saltwater intrusion processes in coastal aquifers

Alvin Lal, Bithin Datta

03-08-2020 | Original Article | Issue 9/2021

Long short-term memory neural network for glucose prediction

Jaime Carrillo-Moreno, Carmen Pérez-Gandía, Rafael Sendra-Arranz, Gema García-Sáez, M. Elena Hernando, Álvaro Gutiérrez

03-08-2020 | Original Article | Issue 9/2021

Nonlinear models based on enhanced Kriging interpolation for prediction of rock joint shear strength

Mahdi Hasanipanah, Debiao Meng, Behrooz Keshtegar, Nguyen-Thoi Trung, Duc-Kien Thai

03-08-2020 | Original Article | Issue 9/2021

Source localization in resource-constrained sensor networks based on deep learning

S. Hamed Javadi, Angela Guerrero, Abdul M. Mouazen

04-08-2020 | Original Article | Issue 9/2021

Selecting data adaptive learner from multiple deep learners using Bayesian networks

Shusuke Kobayashi, Susumu Shirayama

04-08-2020 | Original Article | Issue 9/2021

Density-weighted support vector machines for binary class imbalance learning

Barenya Bikash Hazarika, Deepak Gupta

04-08-2020 | Original Article | Issue 9/2021

Classification of gene expression patterns using a novel type-2 fuzzy multigranulation-based SVM model for the recognition of cancer mediating biomarkers

Swarup Kr Ghosh, Anupam Ghosh

04-08-2020 | Original Article | Issue 9/2021 Open Access

SaS-BCI: a new strategy to predict image memorability and use mental imagery as a brain-based biometric authentication

Fares Yousefi, Hoshang Kolivand, Thar Baker

05-08-2020 | Original Article | Issue 9/2021

Joint deep separable convolution network and border regression reinforcement for object detection

Yu Quan, Zhixin Li, Shengjia Chen, Canlong Zhang, Huifang Ma

05-08-2020 | Original Article | Issue 9/2021

New finite-time synchronization of memristive Cohen–Grossberg neural network with reaction–diffusion term based on time-varying delay

Fangmin Ren, Minghui Jiang, Hao Xu, Xue Fang

05-08-2020 | Original Article | Issue 9/2021

Mobile neural intelligent information system based on edge computing with interactive data

Yucheng Zhang, Yang Li, Haoxiang Wang

06-08-2020 | Original Article | Issue 9/2021

Find optimal capacity and location of distributed generation units in radial distribution networks by using enhanced coyote optimization algorithm

Thai Dinh Pham, Thang Trung Nguyen, Bach Hoang Dinh

06-08-2020 | Original Article | Issue 9/2021

GA-based design of optimal discrete wavelet filters for efficient wind speed forecasting

Khaled Khelil, Farid Berrezzek, Tahar Bouadjila

07-08-2020 | Original Article | Issue 9/2021

A comparative study of pre-screening strategies within a surrogate-assisted multi-objective algorithm framework for computationally expensive problems

Fan Li, Liang Gao, Akhil Garg, Weiming Shen, Shifeng Huang

07-08-2020 | Original Article | Issue 9/2021

Empirical evaluation of multi-task learning in deep neural networks for natural language processing

Jianquan Li, Xiaokang Liu, Wenpeng Yin, Min Yang, Liqun Ma, Yaohong Jin

07-08-2020 | Original Article | Issue 9/2021

Attribute-based regularization of latent spaces for variational auto-encoders

Ashis Pati, Alexander Lerch

08-08-2020 | Original Article | Issue 9/2021

Machine learning-based left ventricular hypertrophy detection using multi-lead ECG signal

Revathi Jothiramalingam, Anitha Jude, Rizwan Patan, Manikandan Ramachandran, Jude Hemanth Duraisamy, Amir H. Gandomi

09-08-2020 | Original Article | Issue 9/2021

A novel density-based adaptive k nearest neighbor method for dealing with overlapping problem in imbalanced datasets

Bo-Wen Yuan, Xing-Gang Luo, Zhong-Liang Zhang, Yang Yu, Hong-Wei Huo, Tretter Johannes, Xiao-Dong Zou

09-08-2020 | Original Article | Issue 9/2021

Domain-adaptive intelligence for fault diagnosis based on deep transfer learning from scientific test rigs to industrial applications

Xincheng Cao, Yu Wang, Binqiang Chen, Nianyin Zeng

10-08-2020 | Original Article | Issue 9/2021

A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strength

Danial Jahed Armaghani, Panagiotis G. Asteris

10-08-2020 | Original Article | Issue 9/2021

Modeling fractional polytropic gas spheres using artificial neural network

Mohamed I. Nouh, Yosry A. Azzam, Emad A.-B. Abdel-Salam

11-08-2020 | Original Article | Issue 9/2021

Next word prediction based on the N-gram model for Kurdish Sorani and Kurmanji

Hozan K. Hamarashid, Soran A. Saeed, Tarik A. Rashid

11-08-2020 | Original Article | Issue 9/2021

Dragonflies segmentation with U-Net based on cascaded ResNeXt cells

Petr Hurtik, Stanislav Ozana

17-02-2021 | Original Article | Issue 9/2021

EEG-Based classification of branded and unbranded stimuli associating with smartphone products: comparison of several machine learning algorithms

Abdurrahman Özbeyaz

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