Ausgabe 8/2020
Special Issue on Soft Computing Techniques for Big Data and Cloud Computing
Inhalt (52 Artikel)
Soft computing techniques for big data and cloud computing
B. B. Gupta, Dharma P. Agrawal, Shingo Yamaguchi, Michael Sheng
Improving traffic flow forecasting with relevance vector machine and a randomized controlled statistical testing
Jungang Lou, Zhangguo Shen, Qing Shen, Wenjun Hu, Zhijun Chen
Study on a storage location strategy based on clustering and association algorithms
Li Zhou, Lili Sun, Zhaochan Li, Weipeng Li, Ning Cao, Russell Higgs
Scalable detection of botnets based on DGA
Mattia Zago, Manuel Gil Pérez, Gregorio Martínez Pérez
An efficient index structure for distributed k-nearest neighbours query processing
Min Yang, Kun Ma, Xiaohui Yu
Information retrieval methodology for aiding scientific database search
Samuel Marcos-Pablos, Francisco J. García-Peñalvo
Identity-based data storage scheme with anonymous key generation in fog computing
Jianhong Zhang, Wenle Bai, Xianmin Wang
WOA + BRNN: An imbalanced big data classification framework using Whale optimization and deep neural network
Eslam. M. Hassib, Ali. I. El-Desouky, Labib. M. Labib, El-Sayed M. El-kenawy
Automatic keyphrase extraction using word embeddings
Yuxiang Zhang, Huan Liu, Suge Wang, W. H. Ip., Wei Fan, Chunjing Xiao
A privacy-preserving multi-keyword search approach in cloud computing
Ahmed M. Manasrah, Mahmoud Abu Nasir, Maher Salem
A novel metaheuristic inspired by Hitchcock birds’ behavior for efficient optimization of large search spaces of high dimensionality
Reinaldo G. Morais, Nadia Nedjah, Luiza M. Mourelle
Secure and efficient big data deduplication in fog computing
Jiajun Yan, Xiaoming Wang, Qingqing Gan, Suyu Li, Daxin Huang
Core-reviewer recommendation based on Pull Request topic model and collaborator social network
Zhifang Liao, ZeXuan Wu, Yanbing Li, Yan Zhang, Xiaoping Fan, Jinsong Wu
IoT transaction processing through cooperative concurrency control on fog–cloud computing environment
Ahmad Al-Qerem, Mohammad Alauthman, Ammar Almomani, B. B. Gupta
An empirical study on effects of electronic word-of-mouth and Internet risk avoidance on purchase intention: from the perspective of big data
Yu-Hsi Yuan, Sheng-Hao Tsao, Jiin-Tian Chyou, Sang-Bing Tsai
Using the DEMATEL model to expose core causal items of LibQUAL for improving library service quality: from the perspective of big data
Chia-Huei Wu, Yu-Hsi Yuan, Sang-Bing Tsai
Application of Kalman filter to Model-based Prognostics for Solenoid Valve
Xilang Tang, Mingqing Xiao, Bin Hu
A watermarking scheme based on rotating vector for image content authentication
Jianjing Fu, Jiafa Mao, Dawen Xue, Deren Chen
A dynamic trust model in internet of things
Eric Ke Wang, Chien-Ming Chen, Dongning Zhao, Wai Hung Ip, Kai Leung Yung
Development and assessment of a haptic-enabled holographic surgical simulator for renal biopsy training
Zhaoxiang Guo, Yonghang Tai, Zhibao Qin, Xiaoqiao Huang, Qiong Li, Jun Peng, Junsheng Shi
Research on key issues of gesture recognition for artificial intelligence
Taiping Mo, Peng Sun
RobNet: real-time road-object 3D point cloud segmentation based on SqueezeNet and cyclic CRF
Wei Sun, Zhenhao Zhang, Jie Huang
MABAC method for multiple attribute group decision making under picture 2-tuple linguistic environment
Siqi Zhang, Guiwu Wei, Fuad E. Alsaadi, Tasawar Hayat, Cun Wei, Zuopeng Zhang
An attention mechanism and multi-granularity-based Bi-LSTM model for Chinese Q&A system
Xiao-mei Yu, Wen-zhi Feng, Hong Wang, Qian Chu, Qi Chen
RETRACTED ARTICLE: Research on North Gulf distributed big data submarine 3D terrain computing system based on remote sensing and multi-beam
Yuan Dong, BaoQing Hu, ShiLun Zhang, YuanLin Huang, GuoCai Nong, Han Xin
Weighted-fusion feature of MB-LBPUH and HOG for facial expression recognition
Yan Wang, Ming Li, Congxuan Zhang, Hao Chen, Yuming Lu
Adaptive wavelet transform model for time series data prediction
Xin Liu, Hui Liu, Qiang Guo, Caiming Zhang
Cloud-assisted secure biometric identification with sub-linear search efficiency
Youwen Zhu, Xingxin Li, Jian Wang, Jing Li
Small-scale moving target detection in aerial image by deep inverse reinforcement learning
Wei Sun, Dashuai Yan, Jie Huang, Changhao Sun
Indoor Li-DAR 3D mapping algorithm with semantic-based registration and optimization
Wei Sun, Lixin Liu, Xiaofeng Ji, Changhao Sun
Scalable influence maximization based on influential seed successors
Sun Chengai, Niu Weinan, Qiu Liqing, Lv Liangyu
Random orthocenter strategy in interior search algorithm and its engineering application
Bo Han, Changqiang Huang, Shangqin Tang, Yongbo Xuan, Zhuoran Zhang, Zhou Huan
Nickel foam surface defect detection based on spatial-frequency multi-scale MB-LBP
Bin-fang Cao, Jian-qi Li, Nao-sheng Qiao
Tactical maneuver trajectory optimization for unmanned combat aerial vehicle using improved differential evolution
Hanqiao Huang, Kangsheng Dong, Tian Yan, Bo Han
Weakly supervised facial expression recognition via transferred DAL-CNN and active incremental learning
Ying Xu, Jian Liu, Yikui Zhai, Junying Gan, Junying Zeng, He Cao, Fabio Scotti, Vincenzo Piuri, Ruggero Donida Labati
An efficient virtual CPU scheduling in cloud computing
Joonhyouk Jang, Jinman Jung, Jiman Hong
Leveraging cloud computing for the semantic web: review and trends
Oluwasegun Adedugbe, Elhadj Benkhelifa, Russell Campion, Feras Al-Obeidat, Anoud Bani Hani, Uchitha Jayawickrama
Correction to: Leveraging cloud computing for the semantic web: review and trends
Oluwasegun Adedugbe, Elhadj Benkhelifa, Russell Campion, Feras Al-Obeidat, Anoud Bani Hani, Uchitha Jayawickrama
DroidDeep: using Deep Belief Network to characterize and detect android malware
Xin Su, Weiqi Shi, Xilong Qu, Yi Zheng, Xuchong Liu
Optimal control of DAB converter backflow power based on phase-shifting strategy
Jinhui Zeng, Yuan He, Zheng Lan, Zongao Yi, Jing Liu
An improved MPPT control strategy based on incremental conductance method
Li Shengqing, Li Fujun, Zheng Jian, Chen Wen, Zhang Donghui
Fuzzy Bezier splines with application to fuzzy functional integral equations
Alexandru Mihai Bica, Constantin Popescu
A rough set model based on fuzzifying neighborhood systems
Lingqiang Li, Qiu Jin, Bingxue Yao, Jiachao Wu
Fast clustering-based weighted twin support vector regression
Binjie Gu, Jianwen Fang, Feng Pan, Zhonghu Bai
Generic extended multigranular sets for mixed and incomplete information systems
Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, José Luis Velázquez-Rodríguez
An enhanced heuristic ant colony optimization for mobile robot path planning
Wenxiang Gao, Qing Tang, Beifa Ye, Yaru Yang, Jin Yao
A simple two-phase differential evolution for improved global numerical optimization
Arka Ghosh, Swagatam Das, Asit Kr. Das