Ausgabe 5/2023
Special Issue on Deep Understanding of Big Geo-social Data for Autonomous Vehicles (pp.3585-3766)/Regular papers (pp.3767-4197)
Inhalt (43 Artikel)
Deep understanding of big geo-social data for autonomous vehicles
Shuo Shang, Jianbing Shen, Ji-Rong Wen, Panos Kalnis
Unsupervised active learning with loss prediction
Chuanbing Wan, Fusheng Jin, Zhuang Qiao, Weiwei Zhang, Ye Yuan
High spatial resolution remote sensing image segmentation based on the multiclassification model and the binary classification model
Xiaoxiong Zheng, Tao Chen
Influence maximization based on maximum inner product search
Zeguang Liu, Yao Li, Huilin Liu
Understanding the causal structure among the tags in marketing systems
Jiabi Zheng, Zhenguo Yang, Wenyin Liu
RUTOD: real-time urban traffic outlier detection on streaming trajectory
Juntian Shi, Zhicheng Pan, Junhua Fang, Pingfu Chao
Fuzzy time-series prediction model based on text features and network features
Zeguang Liu, Yao Li, Huilin Liu
EDense: a convolutional neural network with ELM-based dense connections
Xiangguo Zhao, Xin Bi, Xiangyu Zeng, Yingchun Zhang, Qiusheng Fang
Joint image and feature adaptative attention-aware networks for cross-modality semantic segmentation
Qihuang Zhong, Fanzhou Zeng, Fei Liao, Juhua Liu, Bo Du, Jedi S. Shang
SmartDL: energy-aware decremental learning in a mobile-based federation for geo-spatial system
Wenting Zou, Li Li, Zichen Xu, Dan Wu, ChengZhong Xu, Yuhao Wang, Haoyang Zhu, Xiao Sun
Recurrent multi-level residual and global attention network for single image deraining
Meihua Wang, Chao Li, Fanhui Ke
Geo-SPS: bipartite graph representation for GeoSpatial prenatal survey data
Jie Cheng, Lu Lian, Zichen Xu, Dan Wu, Haoyang Zhu, Xiao Sun, Yuhao Wang
PAENL: personalized attraction enhanced network learning for recommendation
Yangyang Xu, Zengmao Wang, Jedi S. Shang
Scale-free heterogeneous cycleGAN for defogging from a single image for autonomous driving in fog
Hang Sun, Yan Zhang, Peng Chen, Zhiping Dan, Shuifa Sun, Jun Wan, Weisheng Li
Efficient locality-sensitive hashing over high-dimensional streaming data
Hao Wang, Chengcheng Yang, Xiangliang Zhang, Xin Gao
A dual decomposition strategy for large-scale multiobjective evolutionary optimization
Cuicui Yang, Peike Wang, Junzhong Ji
DAE-PINN: a physics-informed neural network model for simulating differential algebraic equations with application to power networks
Christian Moya, Guang Lin
Automated fabric inspection through convolutional neural network: an approach
Rashmi Thakur, Deepak Panghal, Prabir Jana, Rajan, Ankit Prasad
A novel whale optimization algorithm optimized XGBoost regression for estimating bearing capacity of concrete piles
Hieu Nguyen, Minh-Tu Cao, Xuan-Linh Tran, Thu-Hien Tran, Nhat-Duc Hoang
Few-shot learning for modeling cyber physical systems in non-stationary environments
Stavros Ntalampiras, Ilyas Potamitis
Multiobjective problem modeling of the capacitated vehicle routing problem with urgency in a pandemic period
Mehmet Altinoz, O. Tolga Altinoz
Joint semantic embedding with structural knowledge and entity description for knowledge representation learning
Xiao Wei, Yunong Zhang, Hao Wang
Boosting Archimedes optimization algorithm using trigonometric operators based on feature selection for facial analysis
Imène Neggaz, Nabil Neggaz, Hadria Fizazi
Low-rank GAT: toward robust quantification of neighborhood influence
Rakesh Kumar Yadav, Abhishek, Abhishek Verma, Prashant Shukla, Katyayani Verma, Shekhar Verma
An integrated intuitionistic fuzzy set and stochastic multi-criteria acceptability analysis approach for supplier selection
Ahmet İlbaş, Atilla Gürdere, Fatih Emre Boran
Machine learning regression approach for analysis of bearing capacity of conical foundations in heterogenous and anisotropic clays
Chung Nguyen Van, Suraparb Keawsawasvong, Dang Khoa Nguyen, Van Qui Lai
Segmentation on remote sensing imagery for atmospheric air pollution using divergent differential evolution algorithm
Meera Ramadas, Ajith Abraham
Travel time prediction based on route links’ similarity
Khaled Alkilane, M. Tag Elsir Alfateh, Shen Yanming
DRE: density-based data selection with entropy for adversarial-robust deep learning models
Yuejun Guo, Qiang Hu, Maxime Cordy, Michail Papadakis, Yves Le Traon
Disturbance-observer-based adaptive dynamic surface control for nonlinear systems with input dead-zone and delay using neural networks
Junchang Zhai, Huanqing Wang, Jiaqing Tao
Utilizing the roulette wheel based social network search algorithm for substitution box construction and optimization
Kamal Z. Zamli, Hussam S. Alhadawi, Fakhrud Din
Anomaly detection for process monitoring based on machine learning technique
Imen Hamrouni, Hajer Lahdhiri, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali
Gazelle optimization algorithm: a novel nature-inspired metaheuristic optimizer
Jeffrey O. Agushaka, Absalom E. Ezugwu, Laith Abualigah
Bipartite leader–follower consensus for nonlinear signed networks with impulsive control
Zichuan Zhou, Wei Zhang, Ruihong Xiu
Toward human activity recognition: a survey
Gulshan Saleem, Usama Ijaz Bajwa, Rana Hammad Raza
Retraction Note: Intelligent traffic monitoring and traffic diagnosis analysis based on neural network algorithm
Yantao Wang, Quan Wang, Daxiang Suo, Tiezheng Wang
Retraction Note: Optimization analysis of sport pattern driven by machine learning and multi-agent
Hao Wang, Chen Dong, Yuming Fu
Retraction Note: Risk analysis method of bank microfinance based on multiple genetic artificial neural networks
Xiong Zhong, Sheng Zhou
Retraction Note: An efficient technique for mitigating stealthy attacks using MNDA in MANET
D. Muruganandam, J. Martin Leo Manickam
Retraction Note: Machine learning in explaining nonprofit organizations’ participation: a driving factors analysis approach
Zhanxue Gong, Xiyuan Li, Jiawen Liu, Yeming Gong
Retraction Note: Hybrid method for mining rules based on enhanced Apriori algorithm with sequential minimal optimization in healthcare industry
M. Sornalakshmi, S. Balamurali, M. Venkatesulu, M. Navaneetha Krishnan, Lakshmana Kumar Ramasamy, Seifedine Kadry, Gunasekaran Manogaran, Ching-Hsien Hsu, Bala Anand Muthu
Retraction Note: Research on image classification method based on convolutional neural network
Daming Li, Lianbing Deng, Zhiming Cai
Retraction Note: Smart IoT information transmission and security optimization model based on chaotic neural computing
Lianbing Deng, Daming Li, Zhiming Cai, Lin Hong