Výsledky vyhledávání - "Gradient Boosting Algorithm"

Electroencephalography based classification of emotions associated with road traffic noise using Gradient boosting algorithm Autor Manohare, Manish, Rajasekar, E., Parida, Manoranjan

“…•A listening experiment is conducted with 14 participants who listened to 14 traffic noise stimuli.•EEG signals are recorded as a psychophysiological response…”
Získat plný text

Online comment‐based prediction of cosmetic ingredient's sensory irritation using gradient boosting algorithm Autor Jiang, Biao, Wang, Huijuan, Cheng, Li, Zi, Yusha, He, Congfen, Den, Yi‐Ann

“… Objective A gradient boosting algorithm is adopted in our context to integrate multisource of information including skin types, sensory response, and cosmetics ingredients to predict sensory irritation…”
Získat plný text

A Decision Support System For Early Stage Parkinson's Diagnosis from EEG Data Using Symbolic Mutual Information and KAC Features Autor Baki, Neslihan, Gürsel Özmen, Nurhan

“…Parkinson's disease (PD) is a serious neurological disease that is threatening the whole world population. The devolution of the neurons located in the…”
Získat plný text

Automatic Segmentation of Actigraphy Data Utilising Gradient Boosting Algorithm Autor Mikulec, Marek, Mekyska, Jiri, Sigmund, Jan, Galaz, Zoltan, Brabenec, Lubos, Moravkova, Ivona, Rektorova, Irena

“… with polysomnography (PSG). This study aims to introduce a new approach to sleep assessment that utilises the modelling of actigraphy data by a gradient boosting algorithm…”
Získat plný text

Significant of Gradient Boosting Algorithm in Data Management System Autor Hosen, Md Saikat, Amin, Ruhul

“… This study is aimed at delineating the significance of the gradient boosting algorithm in data management systems…”
Získat plný text

Improved Confidence-Interval Estimations Using Uncertainty Measure and Weighted Feature Decisions for Cuff-Less Blood-Pressure Measurements Autor Lee, Soojeong, Al-antari, Mugahed A., Joshi, Gyanendra Prasad

“… Thus, we proposed a method to obtain improved CIs for individual subjects by applying bootstrap and uncertainty methods using the cuff-less BP estimates of each subject obtained through GPR…”
Získat plný text

Prediction of breath‐holding spells based on electrocardiographic parameters using machine‐learning model Autor Khalilian, Mohammad Reza, Tofighi, Saeed, Attar, Elham Zohur, Nikkhah, Ali, Hajipour, Mahmoud, Ghazavi, Mohammad, Samimi, Sahar

“…Background Breath‐holding spells (BHS) are common in infancy and early childhood and may appear like seizures. Factors such as autonomic dysfunction and iron…”
Získat plný text

Improved Alzheimer’s Disease Detection by MRI Using Multimodal Machine Learning Algorithms Autor Battineni, Gopi, Hossain, Mohmmad Amran, Chintalapudi, Nalini, Traini, Enea, Dhulipalla, Venkata Rao, Ramasamy, Mariappan, Amenta, Francesco

“… To predict the AD subject status, the MRI demographic information and pre-existing conditions of the patient…”
Získat plný text

Development of facial-skin temperature driven thermal comfort and sensation modeling for a futuristic application Autor Jia, Mengqi, Choi, Joon-Ho, Liu, Hanxun, Susman, Gideon

“…The human body is governed by the physiological thermoregulation principle of balancing the heat flux between the body itself and the ambient thermal…”
Získat plný text

Artificial Intelligence Techniques for Solar Irradiance and PV Modeling and Forecasting

“…Solar photovoltaic (PV) systems are pivotal and transformative technologies at the forefront of the global shift toward sustainable energy solutions. The…”
Získat plný text

Dynamic personalized human body energy expenditure: Prediction using time series forecasting LSTM models Autor Perez Cortes, Victoria M., Chatterjee, Arnab, Khovalyg, Dolaana

“…•Dynamic modeling of energy expenditure can capture transient thermoregulation and food intake effect.•LSTM networks promise high accuracy of time-series data…”
Získat plný text

Assessment of obstructive sleep apnea severity using audio-based snoring features Autor Xie, Jiali, Fonseca, Pedro, van Dijk, Johannes, Overeem, Sebastiaan, Long, Xi

“…•Novel audio-based features that exploit snoring characteristics including the variability of snoring sounds and trend in snore energy were proposed.•An…”
Získat plný text

Fat mass prediction equations and reference ranges for Saudi Arabian Children aged 8–12 years using machine technique method Autor Alkutbe, Rabab B., Alruban, Abdulrahman, Alturki, Hmidan, Sattar, Anas, Al-Hazzaa, Hazzaa, Rees, Gail

“…The number of children with obesity has increased in Saudi Arabia, which is a significant public health concern. Early diagnosis of childhood obesity and…”
Získat plný text

A telemedicine tool framework for lung sounds classification using ensemble classifier algorithms Autor Jaber, Mustafa Musa, Abd, Sura Khalil, Shakeel, P.Mohamed, Burhanuddin, M.A., Mohammed, Mohammed Abdulameer, Yussof, Salman

“… Lung sounds produce appropriate evidence related to pulmonary disorders, and to assess subjects pulmonary situations…”
Získat plný text

Kinetics prediction of normal knee and undergone total knee arthroplasty during squatting based on extreme gradient boosting Autor Chaiyasit, Kasiwat, Phombut, Chotchuang, Wiangkham, Attasit, Rooppakhun, Supakit

“…-up. The sixty-two subjects, consisting of 31 with normal knees and 31 who had undergone total knee arthroplasty, evaluated the kinetics of the knee joints during squatting using inverse dynamics analysis…”
Získat plný text

Development of a machine learning-based risk prediction model for cerebral infarction and comparison with nomogram model Autor Li, Xuewen, Wang, Yiting, Xu, Jiancheng

“…), Logistic Regression (LR), Support Vector Machine (SVM), Random Forest (RF) were selected to mine all routine test data of the enrolled subjects for screening CI model features…”
Získat plný text

Nationwide operational mapping of grassland first mowing dates combining machine learning and Sentinel-2 time series Autor Rivas, Henry, Touchais, Hélène, Thierion, Vincent, Millet, Jerome, Curtet, Laurence, Fauvel, Mathieu

“…Grassland dynamics are modulated by management intensity and impact overall ecosystem functioning. In mowed grasslands, the first mowing date is a key…”
Získat plný text

Machine learning predicts the risk of hemorrhagic transformation of acute cerebral infarction and in-hospital death Autor Li, Xuewen, Xu, Changyan, Shang, Chengming, Wang, Yiting, Xu, Jiancheng, Zhou, Qi

“…•Extreme gradient Boosting algorithm outperforms logistic regression.•HF-Lab10 accurately predicts hemorrhagic transformation…”
Získat plný text

Prediction of regional brain tau levels in early Alzheimer’s disease using plasma pTau217 Autor Devanarayan, Viswanath, Charil, Arnaud, Doherty, Thomas, Llano, Daniel A., Ye, Yuanqing, Andreozzi, Erica, Zhou, Jin, Sachdev, Pallavi, Reyderman, Larisa, Hampel, Harald, Kramer, Lynn D, Dhadda, Shobha, Irizarry, Michael C.

“… Alzheimer’s disease individuals. The stochastic gradient boosting algorithm was employed to construct models for concurrently predicting SUVR values across various brain regions…”
Získat plný text

Improving the efficiency of developing meta-subject scenarios in the Moscow Electronic School by means of educational analytics Autor Lavrenova, Ekaterina, Yarmakhov, Boris

“…One of the problems connected with the development of meta-subject skills in school students is the lack of publicly available educational materials with a focus on such skills…”
Získat plný text