MULTI-CLASS

作品数：65被引量：105H指数：5
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相关作者：蒋文娟吕靖宗鹏尚斌陈钼更多>>
相关机构：北京航空航天大学江西省计算技术研究所安徽大学南京航空航天大学更多>>
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相关基金：国家自然科学基金国家高技术研究发展计划国家重点基础研究发展计划中国博士后科学基金更多>>
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Detection of multi-class coconut clusters for robotic picking under occlusion conditions
《International Journal of Agricultural and Biological Engineering》2025年第1期267-278,共12页Yuxing Fu Hongcheng Zheng Zongbin Wang Jinyang Huang Wei Fu 
financially supported by the Key R&D Projects in Hainan Province(Grant No.ZDYF2022XDNY231);the National Natural Science Foundation of China(Grant No.52265040);the Innovative Research Projects for Graduate Students in Hainan Province(Grant No.Qhyb2023-100).
With the development of tree-climbing robots and robotic end-effectors,it is possible to develop automated coconutpicking robots with the help of machine vision technology.Coconuts grow in clusters in the canopy and a...
关键词：coconut clusters picking robot leaves-occluded multi-class detection YOLOv7-tiny 
Multi-class Bitcoin mixing service identification based on graph classification
《Digital Communications and Networks》2024年第6期1881-1893,共13页Xiaoyan Hu Meiqun Gui Guang Cheng Ruidong Li Hua Wu 
supported in part by National Key R&D Program of China under Grant 2023YFB3106801;in part by Jiangsu Province Natural Science Foundation Project under Grant BK20231413;in part by the National Natural Science Foundation of China under Grants 61602114 and 62172093;in part by the Special Funds for Basic Scientific Research Operations of Central Universities under Grant 2242024K30021。
Due to its anonymity and decentralization,Bitcoin has long been a haven for various illegal activities.Cybercriminals generally legalize illicit funds by Bitcoin mixing services.Therefore,it is critical to investigate...
关键词：Bitcoin Anti-money laundering Mixing service Ego network Graph classification 
Multi-Class Skin Cancer Detection Using Fusion of Textural Features Based CAD Tool
《Computers, Materials & Continua》2024年第12期4217-4263,共47页Khushmeen Kaur Brar Bhawna Goyal Ayush Dogra Sampangi Rama Reddy Ahmed Alkhayyat Rajesh Singh Manob Jyoti Saikia 
Skin cancer has been recognized as one of the most lethal and complex types of cancer for over a decade.The diagnosis of skin cancer is of paramount importance,yet the process is intricate and challenging.The analysis...
关键词：MELANOMA computer-aided diagnosis segmentation PH2 ISIC(International Skin Imaging Collaboration) DERMOSCOPY non-melanoma 
Weber Law Based Approach for Multi-Class Image Forgery Detection被引量：1
《Computers, Materials & Continua》2024年第1期145-166,共22页Arslan Akram Javed Rashid Arfan Jaffar Fahima Hajjej Waseem Iqbal Nadeem Sarwar 
funded by Princess Nourah bint Abdulrahman University Researchers Supporting Project number(PNURSP2024R236),Princess Nourah bint Abdulrahman University,Riyadh,Saudi Arabia.
Today’s forensic science introduces a new research area for digital image analysis formultimedia security.So,Image authentication issues have been raised due to the wide use of image manipulation software to obtain a...
关键词：Copy-Move and splicing non-overlapping block division texture features weber law spatial domain xgboost 
Novel modelling strategies for high‑frequency stock trading data
《Financial Innovation》2023年第1期1030-1054,共25页Xuekui Zhang Yuying Huang Ke Xu Li Xing 
Canada Research Chair(950231363,XZ),Natural Sciences and Engineering Research Council of Canada(NSERC)Discovery Grants(RGPIN-20203530,LX);the Social Sciences and Humanities Research Council of Canada(SSHRC)Insight Development Grants(430-2018-00557,KX).
Full electronic automation in stock exchanges has recently become popular,generat-ing high-frequency intraday data and motivating the development of near real-time price forecasting methods.Machine learning algorithms...
关键词：High-frequency trading Machine learning Mid-price prediction strategy Raw data processing Multi-class prediction Ensemble learning 
Accurate threat hunting in industrial internet of things edge devices
《Digital Communications and Networks》2023年第5期1123-1130,共8页Abbas Yazdinejad Behrouz Zolfaghari Ali Dehghantanha Hadis Karimipour Gautam Srivastava Reza M.Parizi 
Industrial Internet of Things(IIoT)systems depend on a growing number of edge devices such as sensors,controllers,and robots for data collection,transmission,storage,and processing.Any kind of malicious or abnormal fu...
关键词：IIoT Threat hunting Edge devices Multi-class anomalies Ensemble methods 
Building Detection and Counting in Convoluted Areas Using Multiclass Datasets with Unmanned Aerial Vehicles (UAVs) Imagery
《Advances in Remote Sensing》2023年第3期71-87,共17页Shital Adhikari Vaghawan Prasad Ojha 
This paper studies the effect of breaking single-class building data into multi-class building data for semantic segmentation under end-to-end architecture such as UNet, UNet++, DeepLabV3, and DeepLabv3+. Although, th...
关键词：Multi-Class Segmentation Building Segmentation Remote Sensing Semantic Segmentation UNet 
A Stacked Ensemble Deep Learning Approach for Imbalanced Multi-Class Water Quality Index Prediction
《Computers, Materials & Continua》2023年第8期1361-1384,共24页Wen Yee Wong Khairunnisa Hasikin Anis Salwa Mohd Khairuddin Sarah Abdul Razak Hanee Farzana Hizaddin Mohd Istajib Mokhtar Muhammad Mokhzaini Azizan 
primarily supported by the Ministry of Higher Education through MRUN Young Researchers Grant Scheme(MY-RGS),MR001-2019,entitled“Climate Change Mitigation:Artificial Intelligence-Based Integrated Environmental System for Mangrove Forest Conservation,”received by K.H.,S.A.R.,H.F.H.,M.I.M.,and M.M.A;secondarily funded by the UM-RU Grant,ST065-2021,entitled Climate Smart Mitigation and Adaptation:Integrated Climate Resilience Strategy for Tropical Marine Ecosystem.
A common difficulty in building prediction models with real-world environmental datasets is the skewed distribution of classes.There are significantly more samples for day-to-day classes,while rare events such as poll...
关键词：Water quality classification imbalanced data SMOTE stacked ensemble deep learning sensitivity analysis 
Multi Class Brain Cancer Prediction System Empowered with BRISK Descriptor
《Intelligent Automation & Soft Computing》2023年第5期1507-1521,共15页Madona B.Sahaai G.R.Jothilakshmi E.Praveen V.Hemath Kumar 
Magnetic Resonance Imaging(MRI)is one of the important resources for identifying abnormalities in the human brain.This work proposes an effective Multi-Class Classification(MCC)system using Binary Robust Invariant Scal...
关键词：Braincancer BRISKdescriptor randomforest multi-classclassification brain image analysis 
Multi-class detection of cherry tomatoes using improved YOLOv4-Tiny被引量：2
《International Journal of Agricultural and Biological Engineering》2023年第2期225-231,共7页Fu Zhang Zijun Chen Shaukat Ali Ning Yang Sanling Fu Yakun Zhang 
financially supported by National Natural Science Foundation of China(Grant No.52075149);Frontier Exploration Projects of Longmen Laboratory(Grant No.LMQYTSKT032);Scientific and Technological Project of Henan Province(Grant No.212102110029);High-tech Key Laboratory of Agricultural Equipment and Intelligence of Jiangsu Province(Grant No.JNZ201901);Colleges and Universities of Henan Province Youth Backbone Teacher Training Program(Grant No.2017GGJS062);Postgraduate Education Reform Project of Henan Province(Grant No.2021SJGLX005Y,2019SJGLX063Y).
The rapid and accurate detection of cherry tomatoes is of great significance to realizing automatic picking by robots.However,so far,cherry tomatoes are detected as only one class for picking.Fruits occluded by branch...
关键词：cherry tomatoes deep learning data augmentation YOLOv4 OCCLUSION multi-class detection 
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