Suchergebnisse - "SVM algorithms"

A hybrid approach based on k-means and SVM algorithms in selection of appropriate risk assessment methods for sectors von Topaloglu, Fatih

“… There is no internationally accepted scale or trend on this subject. In the study, 26 sectors, 10 different RAMs and 10 criteria were determined …”
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Positioning in WLAN Networks Based on SVM Algorithms and Space Segmentation von Burdzic, Marko, Neskovic, Aleksandar, Neskovic, Natasa

“… Due to the widespread availability of WLAN networks, positioning techniques in these environments have become a subject of intense research …”
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Fault Diagnosis of an Autonomous Vehicle With an Improved SVM Algorithm Subject to Unbalanced Datasets von Shi, Qian, Zhang, Hui

“… Safety is one of the key requirements for automated vehicles and fault diagnosis is an effective technique to enhance the vehicle safety. The model-based fault …”
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Classification of multi-class motor imagery with a novel hierarchical SVM algorithm for brain–computer interfaces von Dong, Enzeng, Li, Changhai, Li, Liting, Du, Shengzhi, Belkacem, Abdelkader Nasreddine, Chen, Chao

“… Pattern classification algorithm is the crucial step in developing brain–computer interface (BCI) applications. In this paper, a hierarchical support vector …”
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Financial Transaction Risk Identification Method Based on Boosting-SVM Algorithm von Fang, Xiaoxiong

“… Therefore, it is necessary to synchronize transaction subjects and objects, and at the same time control transaction risks, and promote the rapid development of e-commerce, which is an …”
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A Novel Exploitative and Explorative GWO-SVM Algorithm for Smart Emotion Recognition von Yan, Xucun, Lin, Zihuai, Lin, Zhiyun, Vucetic, Branka

“… Emotion recognition or detection is broadly utilized in patient-doctor interactions for diseases, such as schizophrenia and autism and the most typical …”
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A Classification and Prediction Hybrid Model Construction with the IQPSO-SVM Algorithm for Atrial Fibrillation Arrhythmia von Wang, Liang-Hung, Yan, Ze-Hong, Yang, Yi-Ting, Chen, Jun-Ying, Yang, Tao, Kuo, I-Chun, Abu, Patricia Angela R., Huang, Pao-Cheng, Chen, Chiung-An, Chen, Shih-Lun

“… ; the records contain the ECG preceding an episode of PAF), and subjects who do not have documented AF …”
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Prediction and management of physical injuries caused by gym equipment and facilities using a Support Vector Machine (SVM) algorithm von Javad Shahlaei Bagheri

“… The SVM algorithm was used to classify people. In addition, MATLAB …”
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Online Student Feedback System Using Machine Learning von Haider Abdula Haddad

“… In order to develop plans to enhance the teaching experience, student feedback data analysis is a very good tool to enhance the relationship between teachers …”
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An efficient machine learning approach for predicting concrete chloride resistance using a comprehensive dataset von Hosseinzadeh, Maedeh, Mousavi, Seyed Sina, Hosseinzadeh, Alireza, Dehestani, Mehdi

“… By conducting an analysis of chloride migration in concrete, it is possible to enhance the durability of concrete structures and mitigate the risk of …”
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Relative Power Correlates With the Decoding Performance of Motor Imagery Both Across Time and Subjects von Zhou, Qing, Lin, Jiafan, Yao, Lin, Wang, Yueming, Han, Yan, Xu, Kedi

“… ) algorithms to measure the MI performance of each subject and session. Relative Power (RP) values from different rhythms and task stages were used …”
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The Stumblemeter: Design and Validation of a System That Detects and Classifies Stumbles during Gait von Hartog, Dylan den, Harlaar, Jaap, Smit, Gerwin

“… Ten healthy test subjects were deliberately tripped by an unexpected …”
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A novel partially connected cooperative parallel PSO-SVM algorithm: Study based on sleep apnea detection von Maali, Y., Al-Jumaily, Adel

“… Sleep disorders are common in a general population. It effect one in 5 adults and has several short term and long term bad side effects on health. Sleep apnea …”
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Four transcription profile–based models identify novel prognostic signatures in oesophageal cancer von Liu, Tongyan, Fang, Panqi, Han, Chencheng, Ma, Zhifei, Xu, Weizhang, Xia, Wenjia, Hu, Jingwen, Xu, Youtao, Xu, Lin, Yin, Rong, Wang, Siwei, Zhang, Qin

“… Oesophageal cancer (ESCA) is a clinically challenging disease with poor prognosis and health‐related quality of life. Here, we investigated the transcriptome …”
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Advanced Smart Systems for Detecting and Mitigating Aggression in Poultry Farms Using CNN and SVM algorithm von Rajesh, M., Raman, D. Raghu, G, Jaisuriya

“… Aggressive behavior in chickens can harm both animal welfare and farm output. Traditional techniques of detecting such behavior are mainly reliant on manual observation , which is inefficient and subject to human mistake …”
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Typical and atypical pathology in primary progressive aphasia variants von Spinelli, Edoardo G., Mandelli, Maria Luisa, Miller, Zachary A., Santos‐Santos, Miguel A, Wilson, Stephen M., Agosta, Federica, Grinberg, Lea T., Huang, Eric J., Trojanowski, John Q., Meyer, Marita, Henry, Maya L., Comi, Giancarlo, Rabinovici, Gil, Rosen, Howard J., Filippi, Massimo, Miller, Bruce L., Seeley, William W., Gorno‐Tempini, Maria Luisa

“… (GM) and white matter (WM) atrophy at presentation were assessed and tested as predictors of pathological diagnosis using support vector machine (SVM) algorithms …”
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Wearable Real-Time Gesture Recognition Scheme Based on A-Mode Ultrasound von Lu, Zongxing, Cai, Shaoxiong, Chen, Bingxing, Liu, Zhoujie, Guo, Lin, Yao, Ligang

“… The NB, LDA and SVM algorithms were selected to train machine learning models. The whole process was written in C++ …”
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Deep Neural Network-Based Method for Detecting Central Retinal Vein Occlusion Using Ultrawide-Field Fundus Ophthalmoscopy von Hayashi, Ken, Mitamura, Yoshinori, Niki, Masanori, Sonobe, Tomoaki, Ishitobi, Naofumi, Enno, Hiroki, Masumoto, Hiroki, Ohsugi, Hideharu, Tabuchi, Hitoshi, Nagasato, Daisuke, Kameoka, Masahiro

“… ) and support vector machine (SVM) algorithms, for detecting central retinal vein occlusion (CRVO) in ultrawide-field fundus images …”
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Research on the Development of Young Teachers’ Informatization Teaching Ability in Universities Based on Big Data Technology von Xu, Qiongyan

“… This paper presents an incomplete multi categorization algorithm based on relative distance, which instead of simply using the Euclidean distance between class …”
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Raman spectroscopy combined with multiple algorithms for analysis and rapid screening of chronic renal failure von Chen, Cheng, Yang, Li, Li, Hongyi, Chen, Fangfang, Chen, Chen, Gao, Rui, Lv, XY, Tang, Jun

“… •Raman spectroscopy combined with multivariate statistical methods is proposed to screen chronic renal failure (CRF) patients.•The high diagnostic accuracy of …”
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