Výsledky vyhledávání - "Machine Learning algorithms"

Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data Autor Gianfrancesco, Milena A, Tamang, Suzanne, Yazdany, Jinoos, Schmajuk, Gabriela

“… information that can improve clinical decisions. Machine learning algorithms, however, may also be subject to biases…”
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Application of remote sensing and machine learning algorithms for forest fire mapping in a Mediterranean area Autor Mohajane, Meriame, Costache, Romulus, Karimi, Firoozeh, Bao Pham, Quoc, Essahlaoui, Ali, Nguyen, Hoang, Laneve, Giovanni, Oudija, Fatiha

“… In this study, we developed five new hybrid machine learning algorithms namely, Frequency Ratio-Multilayer Perceptron (FR-MLP…”
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Prediction of brain maturity in infants using machine-learning algorithms Autor Smyser, Christopher D., Dosenbach, Nico U.F., Smyser, Tara A., Snyder, Abraham Z., Rogers, Cynthia E., Inder, Terrie E., Schlaggar, Bradley L., Neil, Jeffrey J.

“…Recent resting-state functional MRI investigations have demonstrated that much of the large-scale functional network architecture supporting motor, sensory and…”
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Performance analysis of machine learning algorithms and screening formulae for β–thalassemia trait screening of Indian antenatal women Autor Das, Reena, Saleh, Sarkaft, Nielsen, Izabela, Kaviraj, Anilava, Sharma, Prashant, Dey, Kartick, Saha, Subrata

“…•27 discrimination formulae and 13 machine learning algorithms were evaluated.•SCSBTT and Shine & Lal formulae and ELM and GBC algorithms were found suitable…”
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Student Performance Prediction Model based on Supervised Machine Learning Algorithms Autor Salah Hashim, Ali, Akeel Awadh, Wid, Khalaf Hamoud, Alaa

“…) are the main essential factors that can represent the training dataset for supervised machine learning algorithms…”
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Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition Autor Stallkamp, J., Schlipsing, M., Salmen, J., Igel, C.

“… Both image processing and machine learning algorithms are continuously refined to improve on this task…”
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Facial geometric feature extraction based emotional expression classification using machine learning algorithms Autor M, Murugappan, A, Mutawa

“… The subject’s face is recognized by using Haar-like features. A mathematical model has been applied to positions of eight virtual markers in a defined location…”
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The Use of Triaxial Accelerometers and Machine Learning Algorithms for Behavioural Identification in Domestic Dogs (Canis familiaris): A Validation Study Autor Redmond, Cushla, Smit, Michelle, Draganova, Ina, Corner-Thomas, Rene, Thomas, David, Andrews, Christopher

“… Common methods of behavioural assessment can be time consuming, labour-intensive, and subject to bias, making large-scale and rapid implementation challenging…”
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Estimating pulse wave velocity from the radial pressure wave using machine learning algorithms Autor Jin, Weiwei, Chowienczyk, Philip, Alastruey, Jordi

“… The study populations were the Twins UK cohort containing 3,082 subjects aged from 18 to 110 years, and a database containing 4,374 virtual subjects aged from 25 to 75 years…”
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Identification of Immune-Related Biomarkers of Schizophrenia in the Central Nervous System Using Bioinformatic Methods and Machine Learning Algorithms Autor Weng, Jianjun, Zhu, Xiaoli, Ouyang, Yu, Liu, Yanqing, Lu, Hongmei, Yao, Jiakui, Pan, Bo

“…Schizophrenia is a disastrous mental disorder. Identification of diagnostic biomarkers and therapeutic targets is of significant importance. In this study,…”
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Behavioral Modeling for Mental Health using Machine Learning Algorithms Autor Srividya, M., Mohanavalli, S., Bhalaji, N.

“… . The nature of machine learning algorithms and Artificial Intelligence (AI) can be fully harnessed for predicting the onset of mental…”
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Experimental Investigation of Body-Centric Indoor Localization Using Compact Wearable Antennas and Machine Learning Algorithms Autor Bharadwaj, Richa, Alomainy, Akram, Koul, Shiban K.

“…) wearable technology. The algorithm has been validated through measurement campaigns with a human subject volunteer in an indoor environment…”
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A comparison of machine learning algorithms for estimation of higher heating values of biomass and fossil fuels from ultimate analysis Autor Yaka, Havva, Insel, Mert Akin, Yucel, Ozgun, Sadikoglu, Hasan

“…•HHV of fuels are estimated from ultimate analysis on a dry, ash-free basis.•Performance of several machine learning algorithms are evaluated…”
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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…”
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Surface electromyography based muscle fatigue detection using high-resolution time-frequency methods and machine learning algorithms Autor Karthick, P.A., Ghosh, Diptasree Maitra, Ramakrishnan, S.

“… However, these signals are complex, multicomponent and highly nonstationary with large inter-subject variations, particularly during dynamic…”
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Design of subject independent 3D VAD emotion detection system using EEG signals and machine learning algorithms Autor Nandini, Durgesh, Yadav, Jyoti, Rani, Asha, Singh, Vijander

“…•Three subject-independent emotion detection systems: EDS1, EDS2, and EDS3, are designed…”
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Predictive Modeling of Shear Strength of Enzyme-Induced Calcium Carbonate Precipitation (EICP)-Solidified Rubber–Clay Mixtures Using Machine Learning Algorithms Autor Ma, Qiang, Li, Meng, Shu, Hang, Xi, Lei

“…) technique was investigated and predictively modeled using a machine learning algorithm. The effects of different rubber contents and particle sizes on the shear strength…”
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Shoulder muscle activation pattern recognition based on sEMG and machine learning algorithms Autor Jiang, Yongyu, Chen, Christine, Zhang, Xiaodong, Chen, Chaoyang, Zhou, Yang, Ni, Guoxin, Muh, Stephanie, Lemos, Stephen

“…•Accuracy of CNN algorithm performance was accessed according to its performance in cross-subject, cross-device, cross-motion speed validation…”
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Subject-independent hand gesture recognition using normalization and machine learning algorithms Autor Wahid, Md Ferdous, Tafreshi, Reza, Al-Sowaidi, Mubarak, Langari, Reza

“… To improve the gesture recognition accuracy without training the machine learning algorithm subject specifically, the time-domain EMG features are normalized to the area under the averaged…”
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Prediction of shear capacity of steel channel sections using machine learning algorithms Autor Dissanayake, Madhushan, Nguyen, Hoang, Poologanathan, Keerthan, Perampalam, Gatheeshgar, Upasiri, Irindu, Rajanayagam, Heshachanaa, Suntharalingam, Thadshajini

“…This study presents the application of popular machine learning algorithms in prediction of the shear resistance of steel channel sections using experimental and numerical data…”
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