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检索条件"主题词=CLASSIFICATION algorithms"
26354 条 记 录,以下是151-160 订阅
排序:
Sensitivity of hyperspectral classification algorithms to training sample size
Sensitivity of hyperspectral classification algorithms to tr...
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Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS
作者: Matthew A. Lee Saurabh Prasad Lori Mann Bruce Terrance R. West Daniel Reynolds Trent Irby Hemanth Kalluri Electrical and Computer Engineering Department Mississippi State University Mississippi Geosystems Research Institute Mississippi State University Mississippi USA Electrical and Computer Engineering Department Mississippi State University Mississippi USA Plant and Soil Science Department Mississippi State University Mississippi USA
algorithms that exploit hyperspectral imagery often encounter problems related to the high dimensionality of the data, particularly when the amount of training data is limited. Recently, two algorithms were proposed t... 详细信息
来源: 评论
New classification algorithms for Developing Online Program Recommendation Systems
New Classification Algorithms for Developing Online Program ...
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International Conference on Mobile, Hybrid, and On-line Learning (ELML)
作者: Thomas Meller Eric Wang Fuhua Lin Chunsheng Yang Centre of Educational & Information Technology Douglas College New Westminster Canada School of Business Athabasca University Athabasca Canada School of Computing and Information Systems Athabasca University Athabasca Canada Institute of Information Technology National Research Council Canada Ottawa Canada
This paper presents two novel nearest-neighbor-like classification algorithms for program recommendation in a Web-based system, which provides a program planning service to academic advisors and students of post-secon... 详细信息
来源: 评论
Mobile Terminal Session SIR Prediction Method Based on Clustering and classification algorithms
Mobile Terminal Session SIR Prediction Method Based on Clust...
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IEEE Conference on Wireless Communications and Networking
作者: David Martín-Sacristán Jose F. Monserrat Daniel Calabuig Narcis Cardona ITEAM-Institute of Telecommunications and Multimedia Applications Universidad Politecnica de Valencia Spain Spanish Ministry of Education and Science iTEAM - Institute of Telecommunications and Multimedia Applications Spain
In this paper, a novel method for mobile terminal session signal to interference ratio (SIR) prediction is presented. The method is based on clustering and classification algorithms configuring a fully-automatic proce... 详细信息
来源: 评论
Applying Text classification algorithms in Web Services Robustness Testing
Applying Text Classification Algorithms in Web Services Robu...
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Reliable Distributed Systems
作者: Nuno Laranjeiro Rui Oliveira Marco Vieira CISUC Department of Informatics Engineering University of Coimbra Portugal
Testing web services for robustness is an effective way of disclosing software bugs. However, when executing robustness tests, a very large amount of service responses has to be manually classified to distinguish regu... 详细信息
来源: 评论
Comparison of Sound classification algorithms on NIGENS Dataset
Comparison of Sound Classification Algorithms on NIGENS Data...
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International Conference on Cybernetics and Intelligent System (ICORIS)
作者: Jolin Tiomar Stephanie Angela Justin Anthony Sudijanto Gerry Ezekiel Liwe Dani Suandi Dany Eka Saputra Computer Science Department School of Computer Science Bina Nusantara University Jakarta Indonesia
This study examines the performance of several machine learning and deep learning algorithms in classifying sounds from the NIGENS dataset, which consists of 15 unique sound classes. The implementation included five d... 详细信息
来源: 评论
A comparitive analysis of classification algorithms on different stimuli for EEG based BCI applications
A comparitive analysis of classification algorithms on diffe...
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International Conference on Trends in Electronics and Informatics (ICEI)
作者: E Grace Mary Kanaga J Sthuti Chrysolite B Sharon Jerushah K Reethu Dept. of computer science and engineering Karunya Institute of Technology and Sciences Coimbatore India
Brain computer interface (BCI) is an interface that enables interaction between the human brain and peripheral devices for the restoration, assistance or augmentation of cognitive, sensory, motor and auditory events. ... 详细信息
来源: 评论
Evaluation and Implementation of Optimal classification algorithms for Credit Card Fraud Detection
Evaluation and Implementation of Optimal Classification Algo...
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International Conference on Computational and Characterization Techniques in Engineering & Sciences (CCTES)
作者: Sampath Kini K Pushpakumar. R R. Senthamil Selvan Praveenkumar G D Basi Reddy. A Department of Computer Science and Engineering Nitte Deemed To be University Karkala India Department of Information Technology Vel Tech Rangarajan Dr .Sangunthala R&D Institute of Science and Technology Avadi India Department of Electronics and Communication Engineering Annamacharya Institute of Technology and Sciences Tirupati India Department of Computer Technology Kongu Engineering College Erode India Department of Computer Science and Engineering School of Computing Mohan Babu University Tirupati India
Nowadays, the credit card industry is more concerned about credit card fraud than any other problem. The main idea is to examine optional techniques used for fraud detection and to identify the different types of cred... 详细信息
来源: 评论
An empirical comparison of ensemble classification algorithms with support vector machines
An empirical comparison of ensemble classification algorithm...
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International Conference on Machine Learning and Cybernetics (ICMLC)
作者: Zhong-Hui Hu Yuan-Gui Li Yun-Ze Cai Xiao-Ming Xu Department of Automation Shanghai Jiaotong University Shanghai China
An ensemble classifier often has better performance than any of the single learned classifiers in the ensemble. In this paper, the trained support vector machine (SVM) classifiers are used as basic classifiers. The en... 详细信息
来源: 评论
Enhancing Malware Detection Using Machine Learning: A Comparative Study of classification algorithms
Enhancing Malware Detection Using Machine Learning: A Compar...
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Advancement in Electronics & Communication Engineering (AECE), International Conference on
作者: Shalini Singh Suraj Pal Singh Manu Singh Department of Information Technology ABES Engineering College Ghaziabad UP India Department of Computer Science and Engineering Chandigarh University Mohali Punjab India Department of Computer Science ABES Engineering College Ghaziabad UP India
This research investigates the efficacy of various machine learning algorithms in detecting malware. Utilizing a dataset of 20,000 observations with 33 features,28 classification algorithms are applied and evaluated t... 详细信息
来源: 评论
Enhanced Intrusion Detection in Cloud Security by Optimizing classification algorithms
Enhanced Intrusion Detection in Cloud Security by Optimizing...
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IEEE/ACM International Symposium on Big Data Computing (BDC)
作者: Mohammad Ziad Mizher Ali Bou Nassif Department of Computer Engineering University of Sharjah Sharjah United Arab Emirates
The primary threat to network security is detecting intrusive activities over the network. Because network models and bandwidths are rapidly evolving, the effectiveness of Intrusion Detection Systems (IDSs) requires i... 详细信息
来源: 评论