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  1. No Access

    Article

    Structure identification of missing data: a perspective from granular computing

    Missing data are frequently encountered in reality, which inevitably poses great challenges to data mining techniques devoted to data structure identification. In view of the fact that missing data generally e...

    Yinghua Shen, Dan Zhao, **ngchen Hu, Witold Pedrycz, Yuan Chen in Soft Computing (2024)

  2. No Access

    Article

    Can LSH (locality-sensitive hashing) be replaced by neural network?

    With the rapid development of GPU (graphics processing unit) technologies and neural networks, we can explore more appropriate data structures and algorithms. Recent progress shows that neural networks can par...

    Renyang Liu, Jun Zhao, **ng Chu, Yu Liang, Wei Zhou, **g He in Soft Computing (2024)

  3. No Access

    Article

    SFD-SR: strengthened feature description and stabilized re-detection-based infrared small–dim target tracking algorithm

    Infrared small and dim target has posed great challenges on the target detection and tracking, especially for early warning, navigation and guidance. However, most common tracking algorithms are inefficient fo...

    Zehao Li, Shouyi Liao, Mei** Wu, Tong Zhao in Soft Computing (2024)

  4. No Access

    Article

    Integrated framework to integrate Spark-based big data analytics and for health monitoring and recommendation in sports using XGBoost algorithm

    In recent years, technological advancements have been replicated in various industries, including sports medicine. Recent developments, such as big data analytics and data mining, which have revolutionized med...

    Yin Zhao, Ma. Finipina Ramos, Bin Li in Soft Computing (2024)

  5. No Access

    Article

    The Solidarity value for fuzzy cooperative games with multi-granularity linguistic participation levels

    With the increasingly fierce market competition, enterprises hope to enhance their competitiveness through cooperation. In view of the uncertainty of coalitions formation in the real environment, the rational ...

    Ying Zhao, Jian Lin, **g Lu in Soft Computing (2024)

  6. No Access

    Article

    IoT-enabled co-integration analysis of foreign trade and environmental sustainability in Quanzhou city

    The Internet of Things (IoT) has significantly impacted international trade, benefiting national and international economies. It has increased trade and financial liberalization in many countries. Ecological a...

    Min Zhao in Soft Computing (2024)

  7. No Access

    Article

    YOLOv5-CSF: an improved deep convolutional neural network for flame detection

    Fire is a multiple and destructive disaster that usually results in great loss of life and property. Therefore, early detection of fire can help minimize mortality and reduce the risk to ecosystems and propert...

    Chunman Yan, Qingpeng Wang, Yufan Zhao, **ang Zhang in Soft Computing (2023)

  8. No Access

    Article

    A multi-period fuzzy portfolio optimization model with investors’ loss aversion

    This paper considers the problem of how to construct the optimal multi-period portfolio for investors with loss aversion in fuzzy environment. Firstly, we regard the return rates of the risky assets as fuzzy n...

    **ngyu Yang, **gui Chen, Weilong Liu, Xue** Zhao in Soft Computing (2023)

  9. Article

    Open Access

    RETRACTED ARTICLE: Unmanned Vehicle Fusion Positioning Technology Based on “5G + Beidou” and 3D Point Cloud Image

    Unmanned vehicles need to know their location and direction information accurately to plan and navigate their paths. However, the positioning system is susceptible to interference from a variety of factors, wh...

    Siyong Fu, Qinghua Zhao, Zhen Fan in International Journal of Computational Int… (2023)

  10. No Access

    Article

    A hybrid CEEMD-GMM scheme for enhancing the detection of traffic flow on highways

    Many highways are acquiring smart transportation systems to improve traffic efficiency, safety and management. Intelligent transportation systems can monitor traffic congestion by providing estimated time of a...

    Huili Dou, Yuanyuan Liu, Sirui Chen, Hongyang Zhao, Hazrat Bilal in Soft Computing (2023)

  11. No Access

    Article

    A Method of Inertial Regularized ADMM for Separable Nonconvex Optimization Problems

    The alternating direction method of multipliers (ADMM) is an effective algorithm for solving optimization problems with separable structures. Recently, inertial technique has been widely used in various algori...

    Miantao Chao, Yueqi Geng, Yongxin Zhao in Soft Computing (2023)

  12. No Access

    Article

    Biomedical event causal relation extraction based on a knowledge-guided hierarchical graph network

    Biomedical Event Causal Relation Extraction (BECRE) is a challenging task in biological information extraction and plays a crucial role to serve for knowledge base and knowledge graph construction. Here a biom...

    Beibei Zhang, Lishuang Li, Dingxin Song, Yang Zhao in Soft Computing (2023)

  13. Article

    Correction to: Healthcare framework for identification of strokes based on versatile distributed computing and machine learning

    Yineng **ao, Zhao Liu in Soft Computing (2023)

  14. No Access

    Article

    Designing a prediction model for athlete’s sports performance using neural network

    Accurately predicting the performance in various sports is crucial in comprehending training characteristics and enhancing physical education and training processes. The increasing significance of sports in Ch...

    Haixia Zhao, Wenhu Li, Li Gan, Sulin Wang in Soft Computing (2023)

  15. No Access

    Article

    Healthcare framework for identification of strokes based on versatile distributed computing and machine learning

    This paper presents a novel healthcare services framework that leverages versatile distributed computing and mobile cloud computing to enhance the delivery of medical care data. The framework is designed to in...

    Yineng **ao, Zhao Liu in Soft Computing (2023)

  16. No Access

    Article

    Location and tracking of environmental pollution sources under multi-UAV vision based on target motion model

    In computer vision, moving objects’ detection and tracking technology have become hot topics. With the continuous maturity of UAV technology, quadrotor UAV is increasingly widely used in the market, and their ...

    Xuebin Liu, Hanshan Li, **gyun Xue, Tao Zeng, **n Zhao in Soft Computing (2023)

  17. Article

    Open Access

    Self-Supervised Learning for Industrial Image Anomaly Detection by Simulating Anomalous Samples

    Industrial image anomaly detection (AD) is a critical issue that has been investigated in different research areas. Many works have attempted to detect anomalies by simulating anomalous samples. However, how t...

    Ming**g Pei, Ningzhong Liu, Bing Zhao in International Journal of Computational Int… (2023)

  18. Article

    Open Access

    A Graph Representation Learning Framework Predicting Potential Multivariate Interactions

    Link prediction is a widely adopted method for extracting valuable data insights from graphs, primarily aimed at predicting interactions between two nodes. However, there are not only pairwise interactions but...

    Yanlin Yang, Zhonglin Ye, Haixing Zhao in International Journal of Computational Int… (2023)

  19. No Access

    Article

    Fuzzy analytic hierarchy process with ordered pair of normalized real numbers

    The Analytic hierarchy process (AHP) is a widely used multi-criteria decision theory, and most AHP relies on the judgments of experts to derive priority scales. However, the judgments of experts may be subject...

    Haoyang Cui, Hui Zhang, Lei Zhou, Chunming Yang, Bo Li, Xujian Zhao in Soft Computing (2023)

  20. No Access

    Article

    Offline handwritten Tai Le character recognition using wavelet deep convolution features and ensemble deep variationally sparse Gaussian processes

    Handwriting recognition is an important application in pattern recognition. Because handwritten Tai Le has similar characters and the proportion of characters with similar shapes is relatively high, this paper...

    Hai Guo, Yifan Liu, **gying Zhao, Yifan Song in Soft Computing (2023)

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