Ausgabe 9/2021
Special Issue on 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy
Inhalt (50 Artikel)
Special issue on 2020 international conference on machine learning and big data analytics for IoT security and privacy (SPIoT-2020)
Jinghua Zhao, Qingyuan Zhou
Complex communication application identification and private network mining technology under a large-scale network
Chengshun Huang, Zijiang Zhu
QoS intelligent prediction for mobile video networks: a GR approach
Lingwei Xu, Han Wang, Hui Li, Wenzhong Lin, T. Aaron Gulliver
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
Sports decision-making model based on data mining and neural network
Chunmei Yuan, Yikun Yang, Yang Liu
Research on real estate pricing methods based on data mining and machine learning
Yanliang Yu, Jingfu Lu, Dan Shen, Binbing Chen
MLP neural network-based regional logistics demand prediction
Hongpeng Guo, Cheng Guo, Beichun Xu, Yujie Xia, Fanhui Sun
Evaluation of fitness state of sports training based on self-organizing neural network
Huai Liang
Dynamic traffic classification algorithm and simulation of energy Internet of things based on machine learning
Dunnan Liu, Xiaofeng Xu, Mingguang Liu, Yaling Liu
Named entity translation method based on machine translation lexicon
Panpan Li, Mengxiang Wang, Jian Wang
Credit system of smart logistics public information platform based on improved neural network
Huifeng Zhang, Yanfeng Jin
Cross-view similarity exploration for unsupervised cross-domain person re-identification
Shuren Zhou, Ying Wang, Fan Zhang, Jie Wu
Exploring resource management for innovation power network based on deep learning algorithm
Congmin Liu, Xiaojing Zheng
Overflow warning and remote monitoring technology based on improved random forest
Haibo Liang, Haochen Han, Pengbo Ni, Yingjun Jiang
Permeability characteristics of bedrock fissures under disturbance conditions based on neural network
Yu-zhe Zhang, Xiong Wu, Xiao Zhang, Ao-shuang Mei
Farmers credit optimization decision model and applications based on common risk guarantee fund
Sulin Pang, Min Wei, Zhiming Wen
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
Adaptive control of manipulator based on neural network
Aiqin Liu, Honghua Zhao, Tao Song, Zhi Liu, Haibin Wang, Dianmin Sun
Synergy evaluation model of container multimodal transport based on BP neural network
Wenying Zhu, Haiwen Wang, Xiaheng Zhang
An intelligent optimization method of E-commerce product marketing
Fang Cui, Haihua Hu, Ying Xie
RETRACTED ARTICLE: Product modeling design based on genetic algorithm and BP neural network
Jia-Xuan Han, Min-Yuan Ma, Kun Wang
Object detection method based on global feature augmentation and adaptive regression in IoT
Hui Li, Yan Dong, Lingwei Xu, Shujun Zhang, Junyin Wang
Classification of olive leaf diseases using deep convolutional neural networks
Sinan Uğuz, Nese Uysal
Pore type identification in carbonate rocks using convolutional neural network based on acoustic logging data
Tianyang Li, Zizhen Wang, Ruihe Wang, Nian Yu
The feasibility of PSO–ANFIS in estimating bearing capacity of strip foundations rested on cohesionless slope
Hossein Moayedi, Abbas Rezaei
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
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
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
Source localization in resource-constrained sensor networks based on deep learning
S. Hamed Javadi, Angela Guerrero, Abdul M. Mouazen
Selecting data adaptive learner from multiple deep learners using Bayesian networks
Shusuke Kobayashi, Susumu Shirayama
Density-weighted support vector machines for binary class imbalance learning
Barenya Bikash Hazarika, Deepak Gupta
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
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
Joint deep separable convolution network and border regression reinforcement for object detection
Yu Quan, Zhixin Li, Shengjia Chen, Canlong Zhang, Huifang Ma
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
Mobile neural intelligent information system based on edge computing with interactive data
Yucheng Zhang, Yang Li, Haoxiang Wang
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
GA-based design of optimal discrete wavelet filters for efficient wind speed forecasting
Khaled Khelil, Farid Berrezzek, Tahar Bouadjila
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
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
Attribute-based regularization of latent spaces for variational auto-encoders
Ashis Pati, Alexander Lerch
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
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
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
A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strength
Danial Jahed Armaghani, Panagiotis G. Asteris
Modeling fractional polytropic gas spheres using artificial neural network
Mohamed I. Nouh, Yosry A. Azzam, Emad A.-B. Abdel-Salam
Next word prediction based on the N-gram model for Kurdish Sorani and Kurmanji
Hozan K. Hamarashid, Soran A. Saeed, Tarik A. Rashid
Dragonflies segmentation with U-Net based on cascaded ResNeXt cells
Petr Hurtik, Stanislav Ozana
EEG-Based classification of branded and unbranded stimuli associating with smartphone products: comparison of several machine learning algorithms
Abdurrahman Özbeyaz