Ausgabe 5/2024
Special Issue on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT2022) (pp. 2119-2398) / Regular Papers (pp. 2399-2631)
Inhalt (35 Artikel)
Prototype selection for multi-label data based on label correlation
Haikun Li, Min Fang, Hang Li, Peng Wang
A novel method with constraints embedded into a cuckoo search for steelmaking–continuous casting scheduling
Haihong Wang, Hui Feng, Zhikao Ren, Chen Ye, Tongtong Zhao, Yue Sun, Xiuying Wang
Exploring the distributed learning on federated learning and cluster computing via convolutional neural networks
Jia-Wei Chang, Jason C. Hung, Ting-Hong Chu
Machine reading comprehension model based on query reconstruction technology and deep learning
Pengming Wang, M. M. Kamruzzaman, Qing Chen
Blockchain-enabled Q&A communities: the impact of task technology matching on willingness to share knowledge
Shengtai Zhang, Wenjuan Shi, Mengtao Zhang
Pricing strategies for remanufacturing with government incentives
Hui Hao, Gang Ran, Hui-min Liu, Henry Han, Qiannong Gu
Exploration of intelligent housing price forecasting based on the anchoring effect
Yi Song, Xiaomeng Ma
Slime Mold optimization with hybrid deep learning enabled crowd-counting approach in video surveillance
Zheng Xu, Deepak Kumar Jain, Pourya Shamsolmoali, Alireza Goli, Subramani Neelakandan, Amar Jain
State estimation of hydraulic quadruped robots using invariant-EKF and kinematics with neural networks
Shangru Yang, Qingjun Yang, Rui Zhu, Zhenyang Zhang, Congfei Li, Hu Liu
Robot knowledge analysis based on cognitive computing and modular neural network feature combination
Zhenliang Xu, Zhen Wang, Xi Chen
A comparative study of policy shock response effects based on the data algorithm of the DSGE model
Jiangtao Bai, Ziyao Deng
Analysis of children's sub-health treatment effect based on multi-scale feature fusion network from the perspective of medical informatization
Lingli Ma, Jianghong Hou, Lingqin Gui
Analysis of online CSR message authenticity on consumer purchase intention in social media on Internet platform via PSO-1DCNN algorithm
Man Li, Fang Liu, Zulhamri Abdullah
Quantization to speedup approximate nearest neighbor search
Hao Peng
Fuzzy identification of nonuniformly sampled nonlinear systems based on forwards recursive input–output clustering
Ranran Liu, Enxing Zheng, Feng Li, Wei Guo, Yifeng Jiang
Fine-grained image recognition method for digital media based on feature enhancement strategy
Tieyu Zhou, Linyi Gao, Ranjun Hua, Junhong Zhou, Jinao Li, Yawen Guo, Yan Zhang
Correction: Fine-grained image recognition method for digital media based on feature enhancement strategy
Tieyu Zhou, Linyi Gao, Ranjun Hua, Junhong Zhou, Jinao Li, Yawen Guo, Yan Zhang
Efficient and accurate detection of herd pigs based on Ghost-YOLOv7-SIoU
Donglai Sun, Lijuan Zhang, Jianqiang Wang, Xintong Liu, Zhengbo Wang, Zhenqiao Hui, Jichao Wang
Application status of qualitative comparative analysis methods in the international ISLS field based on social network analysis
Zeyin Chen, Xinyuan Lu, Heng Zhang
Intelligent speech recognition algorithm in multimedia visual interaction via BiLSTM and attention mechanism
Yican Feng
A term extraction algorithm based on machine learning and comprehensive feature strategy
Xiuliang Gong, Bo Cheng, Xiaomei Hu, Wen Bo
Prescribed attractivity region selection for recurrent neural networks based on deep reinforcement learning
Gang Bao, Zhenyan Song, Rui Xu
Explainable offline automatic signature verifier to support forensic handwriting examiners
Moises Diaz, Miguel A. Ferrer, Gennaro Vessio
Type-2 diabetes identification from toe-photoplethysmography using Fourier decomposition method
Bhanupriya Mishra, Neelamshobha Nirala, Bikesh Kumar Singh
Contrastive-based YOLOv7 for personal protective equipment detection
Hussein Samma, Sadam Al-Azani, Hamzah Luqman, Motaz Alfarraj
Lung cancer detection from thoracic CT scans using an ensemble of deep learning models
Nandita Gautam, Abhishek Basu, Ram Sarkar
Subconcept perturbation-based classifier for within-class multimodal data
George D. C. Cavalcanti, Rodolfo J. O. Soares, Edson L. Araújo
Genetic algorithm with normal boundary intersection for multi-objective early/tardy scheduling problem with carbon-emission consideration: a Pareto-optimum solution
Hudaifah Hudaifah, Andriansyah Andriansyah, Khaled Al-Shareef, M. N. Darghouth, Haitham Saleh
LeukoCapsNet: a resource-efficient modified CapsNet model to identify leukemia from blood smear images
Sabrina Dhalla, Ajay Mittal, Savita Gupta
iDP: ML-driven diabetes prediction framework using deep-ensemble modeling
Ajay Kumar, Seema Bawa, Neeraj Kumar
Optimizing and interpreting the latent space of the conditional text-to-image GANs
Zhenxing Zhang, Lambert Schomaker
MBVS: a modified binary vortex search algorithm for solving uncapacitated facility location problem
Murat Aslan, Mario Pavone
Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach
Eduardo Mosqueira-Rey, Elena Hernández-Pereira, José Bobes-Bascarán, David Alonso-Ríos, Alberto Pérez-Sánchez, Ángel Fernández-Leal, Vicente Moret-Bonillo, Yolanda Vidal-Ínsua, Francisca Vázquez-Rivera
An effective variational auto-encoder-based model for traffic flow imputation
Shuo Zhang, Xingbang Hu, Jinyi Chen, Wenbo Zhang, Hejiao Huang