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检索条件"主题词=Classifier Algorithms"
17 条 记 录,以下是1-10 订阅
排序:
Investigating the Contribution of Structural and Contextual Features for Spam Detection
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TEHNICKI VJESNIK-TECHNICAL GAZETTE 2025年 第3期32卷 958-965页
作者: Nuha, Ulin Lin, Chih-Hsueh Natl Kaohsiung Univ Sci & Technol Dept Elect Engn Kaohsiung 80778 Taiwan
One of the detrimental consequences resulting from the rapid and effortless dissemination of information is the high flow of spam messages in user's electronic devices. Various studies have attempted to conduct sp... 详细信息
来源: 评论
Anomaly Detection IDS for Detecting DoS Attacks in IoT Networks Based on Machine Learning algorithms
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SENSORS 2024年 第2期24卷 713页
作者: Altulaihan, Esra Almaiah, Mohammed Amin Aljughaiman, Ahmed King Faisal Univ Coll Comp Sci & Informat Technol Dept Comp Networks & Commun Al Hasa 31982 Saudi Arabia Univ Jordan King Abdullah IT Sch 2 Dept Comp Sci Amman 11942 Jordan Appl Sci Private Univ Fac Informat Technol Amman 11931 Jordan Aqaba Univ Technol Dept Comp Sci Aqaba 11191 Jordan
Widespread and ever-increasing cybersecurity attacks against Internet of Things (IoT) systems are causing a wide range of problems for individuals and organizations. The IoT is self-configuring and open, making it vul... 详细信息
来源: 评论
Forecasting failure-prone air pressure systems (FFAPS) in vehicles using machine learning
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AUTOMATIKA 2024年 第1期65卷 1-13页
作者: Rahman, Mohamed Safiyur Sumathy, V. Govt Coll Engn Dharmapuri Tamilnadu India AAM India Mfg Corp Pvt Ltd Chennai Tamilnadu India Govt Coll Engn Elect & Commun Engn Dharmapuri Tamilnadu India
Vehicles become an inevitable factor in everyone's life. Sometimes it becomes a threat to human lives and society. For any real-time-based applications, everyone should focus on predicting failure-prone components... 详细信息
来源: 评论
EOG Signal Classification with Wavelet and Supervised Learning algorithms KNN, SVM and DT
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SENSORS 2023年 第9期23卷 4553页
作者: Perez, Sandy Nohemy Hernandez Reynoso, Francisco David Perez Gutierrez, Carlos Alberto Gonzalez Leon, Maria De los Angeles Cosio Palacios, Rocio Ortega Univ Politecn Pachuca UPP Informat & Commun Technol Zempoala 43830 Mexico Univ Valle Mexico Ctr Res Innovat & Technol Dev UVM CIIDETEC UVM Queretaro 76230 Mexico Univ Politecn Pachuca UPP Direct Res Innovat & Grad Studies Zempoala 43830 Mexico
The work carried out in this paper consists of the classification of the physiological signal generated by eye movement called Electrooculography (EOG). The human eye performs simultaneous movements, when focusing on ... 详细信息
来源: 评论
Detection of hollow heart disorder in watermelons using vibrational test and machine learning
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JOURNAL OF AGRICULTURE AND FOOD RESEARCH 2023年 14卷
作者: Simon-Portillo, F. J. Abellan-Lopez, D. Fabra-Rodriguez, M. Peral-Orts, R. Sanchez-Lozano, M. Miguel Hernandez Univ Elche Dept Mech & Energy Engn Avda Univ Elche 03202 Spain
The presence of internal voids in watermelons has an impact on the costs of producers and on consumer confidence. Various studies have shown that the vibrational parameters of the fruit are related to maturity, qualit... 详细信息
来源: 评论
Efficient Techniques for Attack Detection Using Different Features Selection algorithms and classifiers
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WIRELESS PERSONAL COMMUNICATIONS 2018年 第4期100卷 1689-1706页
作者: Ghazy, Rania A. El-Rabaie, El-Sayed M. Dessouky, Moawad I. El-Fishawy, Nawal A. Abd El-Samie, Fathi E. El Sadat Univ Sadat Egypt Menoufia Univ Fac Elect Engn Dept Elect & Elect Commun Menoufia 32952 Egypt Menoufia Univ Fac Elect Engn Dept Comp Sci & Engn Menoufia 32952 Egypt
With the growth and benefits of network usage, securing the networks by using anomaly intrusion detection systems (IDS) against unknown intrusions has become an important issue. The first step of protecting any networ... 详细信息
来源: 评论
A multimodal biomarker for concussion identification, prognosis and management
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COMPUTERS IN BIOLOGY AND MEDICINE 2018年 102卷 95-103页
作者: Jacquin, Arnaud Kanakia, Saloni Oberly, Doug Prichep, Leslie S. BrainScope Co Inc Algorithm Dev Bethesda MD USA BrainScope Co Inc Clin Affairs Bethesda MD USA NYU Sch Med Dept Psychiat New York NY USA
Background Prompt, accurate, objective assessment of concussion is crucial, particularly for children/adolescents and young adults. While there is currently no gold standard for the diagnosis of concussion, the import... 详细信息
来源: 评论
INSURANCE CLAIM RISK SCORING WITH MACHINE LEARNING algorithms: A CASE STUDY ON DEVELOPING A PREDICTIVE SYSTEM FOR ASSESSING CORPORATE CUSTOMERS' CLAIM RISK
INSURANCE CLAIM RISK SCORING WITH MACHINE LEARNING ALGORITHM...
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作者: Tuomi-Nikula, Tino LAPPEENRANTA UNIVERSITY OF TECHNOLOGY
学位级别:硕士
Predictive learning algorithms offer tools to automate and improve insurance risk management. The aim of this thesis is to study classification algorithms in risk scoring applications and to evaluate them in the creat... 详细信息
来源: 评论
A Comparison Study of classifier algorithms for Mobile-phone's Accelerometer Based Activity Recognition
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Procedia Engineering 2012年 41卷 224-229页
作者: Media Anugerah Ayu Siti Aisyah Ismail Ahmad Faridi Abdul Matin Teddy Mantoro Intelligent Environment Research Group (INTEG Lab) Faculty of Information and Communication Technology International Islamic University Malaysia 53100 Kuala LumpurMalaysia Advanced Informatics School Semarak International Campus Universiti Teknologi Malaysia 53000 Kuala LumpurMalaysia
Nowadays, many mobile phones have been equipped with sensors to enable the delivery of advanced features/services to the users. Accelerometer is one of the sensors that embedded to several types of mobile phones. Our ... 详细信息
来源: 评论
Improve the automatic classification accuracy for Arabic tweets using ensemble methods
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Journal of Electrical Systems and Information Technology 2018年 第3期5卷 363-370页
作者: Hammam M. Abdelaal Ahmed N. Elmahdy Ali A. Halawa Hassan A. Youness Department of Computers and Systems Engineering Faculty of Engineering Al-Azhar University Cairo Egypt Department of Computers and Systems Engineering Faculty of Engineering Minia University Egypt
Tweets classification became interest topics in recent years, especially for the Arabic language. In this paper, the Arabic tweets are classified automatically into one of some predetermined categories mainly: sport, ... 详细信息
来源: 评论