Ausgabe 5/2023
Special Issue: Recent Advances on Computational Intelligence Techniques and Applications in Big Data
Inhalt (31 Artikel)
Special issue on “Recent advances on computational intelligence techniques and applications in big data”
Xingsi Xue, Pei-Wei Tsai, Yuping Wang, Chin-Ling Chen, Vicente Garcia Diaz, Chih-Cheng Hung
A new algorithm for time series prediction using machine learning models
Yeturu Jahnavi, Poongothai Elango, S. P. Raja, Javier Parra Fuente, Elena Verdú
A hybrid approach to talent demand forecast in the IT industry: modelling and empirical analysis
Xiaohong Ju, Chengxiao Ju, Lan Zhang
A self-learning particle swarm optimization algorithm with multi-strategy selection
Bo Sun, Wei Li, Yue Zhao, Ying Huang
Metaverse-driven new energy of Chinese traditional culture education: edge computing method
Shuyuan Shen
Basketball assisted teaching in instructional videos based on Mobile Edge Computing
Bin Qiu, Di Cao
Metaverse-driven remote management solution for scene-based energy storage power stations
Yimin Deng, Zhoubo Weng, Tianlong Zhang
EEG Signal Analysis based on machine learning in psychological balance detection of athletes
Pan Jiang, Huiquan He
Multi-region English translation synchronization mechanism driven by big data
Junrui Xu
Using machine learning and RNA to enhance the efficacy of anti-tumor immunotherapy
Yunfang Wei, Yingzhen Su
Analysis of lightning arrester operating current based on multidimensional neural network for transmission lines
Dong Yang, Tao He, Meiquan Chen, Zhong Zhang, Liuyang Shen
Big data-driven english teaching for social media: a neural network-based approach
Jiao Xu
Refined education mechanism based on edge computing for college student management
Jianhua Li
LDA-based online intelligent courses recommendation system
Xunxun Jiang, Liming Bai, Xin Yan, Yipeng Wang
Track and field training state analysis based on acceleration sensor and deep learning
Yong Zhang
Prediction method of intelligent building electricity consumption based on deep learning
Pingping Chen, Long Chen
A large-scale global optimization algorithm with a new adaptive computing resource allocation mechanism
Xuefan Bao, Fei Wei, Fei Liang
An improved binary particle swarm optimization combing V-shaped and U-shaped transfer function
Yuxiang Chen, Jianhua Liu, Jian Zhu, Zihang Wang
Text embedding techniques for efficient clustering of twitter data
Jayasree Ravi, Sushil Kulkarni
Data driven intelligent action recognition and correction in sports training and teaching
Sicong Shan, Shuang Sun, Peng Dong
Classification model for meticulous presaging of heart disease through NCA using machine learning
Ritu Aggarwal, Suneet Kumar
Smart advertising design: a visual aesthetic effect improvement based on image data analysis
Ying Guo
Adaptive industrial control data analysis based on deep learning
Caihong Zhang, Shengxiao Niu
Building detection algorithm in multi-scale remote sensing images based on attention mechanism
Wei Ding, Li Zhang, Guangliang Yang
Short-term forecasting electricity load by long short-term memory and reinforcement learning for optimization of hyper-parameters
Ngoc Anh Nguyen, Tien Dat Dang, Elena Verdú, Vijender Kumar Solanki