Výsledky vyhľadávania - "Ensemble learning algorithms"

Prediction of the Dst Index with Bagging Ensemble-learning Algorithm Autor Xu, S. B., Huang, S. Y., Yuan, Z. G., Deng, X. H., Jiang, K.

“… In this study, we use the Bagging ensemble-learning algorithm, which combines three algorithms-the artificial neural network, support vector regression, and long short-term memory network-to predict…”
Získať plný text

An ensemble learning algorithm for optimization of spark ignition engine performance fuelled with methane/hydrogen blends Autor Tayarani-N., Mohammad-H., Paykani, Amin

“…The increasing global demand for sustainable and cleaner transportation has led to extensive research on alternative fuels for Internal Combustion (IC)…”
Získať plný text

Machine learning approach in diagnosing Takotsubo cardiomyopathy: The role of the combined evaluation of atrial and ventricular strain, and parametric mapping Autor Cau, Riccardo, Pisu, Francesco, Porcu, Michele, Cademartiri, Filippo, Montisci, Roberta, Bassareo, Pierpaolo, Muscogiuri, Giuseppe, Amadu, Antonio, Sironi, Sandro, Esposito, Antonio, Suri, Jasjit S., Saba, Luca

“…) in subjects with cardiac chest pain. Three groups of patients were retrospectively studied: TTC, acute myocarditis, and healthy controls…”
Získať plný text

An Ensemble Learning Algorithm Based on Dynamic Voting for Targeting the Optimal Insulin Dosage in Type 1 Diabetes Management Autor Noaro, Giulia, Cappon, Giacomo, Sparacino, Giovanni, Facchinetti, Andrea

“…People with type 1 diabetes (T1D) need exogenous insulin administrations several times a day. The amount of injected insulin is key for maintaining the…”
Získať plný text

A partition bagging ensemble learning algorithm for Parkinson's speech data mining Autor Li, Yongming, Zhang, Cheng, Wang, Pin, Xie, Tingjie, Zeng, Xiaoping, Zhang, Yanling, Cheng, Oumei, Yan, Fang

“… However, due to factors such as the degree of disease of the data collection subjects and the collection equipment and environment, there are different categories of sample aliasing in the sample…”
Zistit podrobnosti o prístupe

An efficient method for identifying surface damage in hydraulic concrete buildings Autor Yang, Libo, Zhu, Dawei, Liu, Xuemei

“…Traditional hydraulic structures rely on manual visual inspection for apparent integrity, which is not only time-consuming and labour-intensive but also…”
Získať plný text

Intelligent Machine Learning Approach for Effective Recognition of Diabetes in E-Healthcare Using Clinical Data Autor Haq, Amin Ul, Li, Jian Ping, Khan, Jalaluddin, Memon, Muhammad Hammad, Nazir, Shah, Ahmad, Sultan, Khan, Ghufran Ahmad, Ali, Amjad

“…Significant attention has been paid to the accurate detection of diabetes. It is a big challenge for the research community to develop a diagnosis system to…”
Získať plný text

Ensemble Methods for Classification of Physical Activities from Wrist Accelerometry Autor Chowdhury, Alok Kumar, Tjondronegoro, Dian, Chandran, Vinod, Trost, Stewart G

“…To investigate whether the use of ensemble learning algorithms improve physical activity recognition accuracy compared to the single classifier algorithms, and to compare the classification accuracy…”
Zistit podrobnosti o prístupe

Extraction of dynamic functional connectivity from brain grey matter and white matter for MCI classification Autor Chen, Xiaobo, Zhang, Han, Zhang, Lichi, Shen, Celina, Lee, Seong‐Whan, Shen, Dinggang

“…Brain functional connectivity (FC) extracted from resting‐state fMRI (RS‐fMRI) has become a popular approach for diagnosing various neurodegenerative diseases,…”
Získať plný text

Learning Skill Characteristics From Manipulations Autor Zhou, Xiao-Hu, Xie, Xiao-Liang, Liu, Shi-Qi, Ni, Zhen-Liang, Zhou, Yan-Jie, Li, Rui-Qi, Gui, Mei-Jiang, Fan, Chen-Chen, Feng, Zhen-Qiu, Bian, Gui-Bin, Hou, Zeng-Guang

“… In this study, a learning framework with local and ensemble learning is proposed to learn skill characteristics of different skill-level subjects from their PCI manipulations…”
Získať plný text

A machine learning model using echocardiographic myocardial strain to detect myocardial ischemia Autor Zheng, Bo, Liu, Yaokun, Zhang, Jingyi, Ma, Terry T., Zhou, Yun, Chen, Yongkai, Yang, Ying, Ma, Wei, Fan, Fangfang, Jia, Jia, Zhang, Yan, Li, Jianping, Zhong, Wenxuan

“… Echocardiographic myocardial strain has emerged as a non-invasive and convenient indicator. However, the interpretation of strain values can be subject to inter-operator variability…”
Získať plný text

Subject Enveloped Deep Sample Fuzzy Ensemble Learning Algorithm of Parkinson's Speech Data Autor Wang, Yiwen, Li, Fan, Zhang, Xiaoheng, Wang, Pin, Li, Yongming

“… As we know, there are large corpuses (segments) within one subject. However, too large segments will increase the complexity of the classification model…”
Získať plný text

An EEG-Based Identity Authentication System with Audiovisual Paradigm in IoT Autor Huang, Haiping, Hu, Linkang, Xiao, Fu, Du, Anming, Ye, Ning, He, Fan

“…With the continuous increment of security risks and the limitations of traditional modes, it is necessary to design a universal and trustworthy identity…”
Získať plný text

Detecting schizophrenia, bipolar disorder, psychosis vulnerability and major depressive disorder from 5 minutes of online-collected speech Autor Olah, Julianna, Wong, Win Lee Edwin, Chaudhry, Atta-ul Raheem Rana, Mena, Omar, Tang, Sunny X.

“…Psychosis poses substantial social and healthcare burdens. The analysis of speech is a promising approach for the diagnosis and monitoring of psychosis,…”
Získať plný text

Ensemble Learning-Driven and UAV Multispectral Analysis for Estimating the Leaf Nitrogen Content in Winter Wheat Autor Han, Yu, Zhang, Jiaxue, Bai, Yan, Liang, Zihao, Guo, Xinhui, Zhao, Yu, Feng, Meichen, Xiao, Lujie, Song, Xiaoyan, Zhang, Meijun, Yang, Wude, Li, Guangxin, Yang, Sha, Qiao, Xingxing, Wang, Chao

“…), K-Nearest Neighbors (K-NN), and ensemble learning algorithms (Voting and Stacking) were employed to model the relationship between selected vegetation indices and LNC…”
Získať plný text

Predicting acute suicidal ideation on Instagram using ensemble machine learning models Autor Lekkas, Damien, Klein, Robert J., Jacobson, Nicholas C.

“…Online social networking data (SN) is a contextually and temporally rich data stream that has shown promise in the prediction of suicidal thought and behavior…”
Získať plný text

Classifying horse activities with big data using machine learning Autor Birant, Derya, Tepe, Emircan

“… unlike the previous studies, our study is original in that it compares the accuracies of per-subject (personalized) and cross-subject (generalized) models…”
Získať plný text

A cohort study on the predictive capability of body composition for diabetes mellitus using machine learning Autor Nematollahi, Mohammad Ali, Askarinejad, Amir, Asadollahi, Arefeh, Bazrafshan, Mehdi, Sarejloo, Shirin, Moghadami, Mana, Sasannia, Sarvin, Farjam, Mojtaba, Homayounfar, Reza, Pezeshki, Babak, Amini, Mitra, Roshanzamir, Mohamad, Alizadehsani, Roohallah, Bazrafshan, Hanieh, Bazrafshan drissi, Hamed, Tan, Ru-San, Acharya, U. Rajendra, Islam, Mohammed Shariful Sheikh

“… We retrospectively analyzed a subset of data from the published Fasa cohort study using individual standard classifiers as well as ensemble learning algorithms…”
Získať plný text

SOLVING THE PROBLEM OF DETECTING PHISHING WEBSITES USING ENSEMBLE LEARNING MODELS Autor Kaibassova, Dinara, Nurtay, Margulan, Tau, Ardak, Kissina, Mira

“… Possible sources were examined in order to investigate the subject. Based on the collected information from previous studies, this study is devoted to solving the problem of detecting phishing websites using Ensemble Learning…”
Získať plný text

Lossless online ensemble learning (LOEL) and its application to subcortical segmentation Autor Morra, Jonathan H, Tu, Zhuowen, Toga, Arthur W, Thompson, Paul M

“… First, we describe two common ensemble learning algorithms, AdaBoost and bagging, and their corresponding online learning versions…”
Zistit podrobnosti o prístupe