Suchergebnisse - "Unsupervised learning algorithm"

An unsupervised learning algorithm for membrane computing von Peng, Hong, Wang, Jun, Pérez-Jiménez, Mario J., Riscos-Núñez, Agustín

“… This paper focuses on the unsupervised learning problem within membrane computing, and proposes an innovative solution inspired by membrane computing …”
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Pain score patterns after total knee arthroplasty determined by an unsupervised learning algorithm von Zhong, Haoyan, Giannakis, Periklis, Wang, Junying, Schindler, Melanie, Park, Jiwoo, Yendluri, Avanish, Reisinger, Lisa, Cozowicz, Crispiana, Liu, Jiabin, Memtsoudis, Stavros G, Poeran, Jashvant

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Improved Self-Organizing Map-Based Unsupervised Learning Algorithm for Sitting Posture Recognition System von Cai, Wenyu, Zhao, Dongyang, Zhang, Meiyan, Xu, Yinan, Li, Zhu

“… As the intensity of work increases, many of us sit for long hours while working in the office. It is not easy to sit properly at work all the time and sitting …”
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Defining Usual Oral Temperature Ranges in Outpatients Using an Unsupervised Learning Algorithm von Ley, Catherine, Heath, Frederik, Hastie, Trevor, Gao, Zijun, Protsiv, Myroslava, Parsonnet, Julie

“… Although oral temperature is commonly assessed in medical examinations, the range of usual or "normal" temperature is poorly defined. To determine normal oral …”
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Clustering of zones according to the level of gentrification by using an unsupervised learning algorithm von Raya-Tapia, Alma Yunuen, Ramírez-Márquez, César, Ponce-Ortega, José María

“… Gentrification occurs when there is a physical displacement of people with lower socioeconomic status, because they cannot cope with the rising cost of living …”
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Superior arm-movement decoding from cortex with a new, unsupervised-learning algorithm von Makin, Joseph G, O'Doherty, Joseph E, Cardoso, Mariana M B, Sabes, Philip N

“… The aim of this work is to improve the state of the art for motor-control with a brain-machine interface (BMI). BMIs use neurological recording devices and …”
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A classification method of stress in plants using unsupervised learning algorithm and chlorophyll fluorescence technology von Lu, Miao, Gao, Pan, Hu, Jin, Hou, Junying, Wang, Dong

“… IntroductionChilling injury is one of the most common meteorological disasters affecting cucumber production. For implementing remedial measures as soon as …”
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Clustering fMRI data with a robust unsupervised learning algorithm for neuroscience data mining von Aljobouri, Hadeel K., Jaber, Hussain A., Koçak, Orhan M., Algin, Oktay, Çankaya, Ilyas

“… •A novel application of the robust unsupervised learning approach is proposed in the current study. Robust growing neural gas (RGNG) algorithm was fed into …”
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Unsupervised learning algorithm for signal validation in emergency situations at nuclear power plants von Choi, Younhee, Yoon, Gyeongmin, Kim, Jonghyun

“… This paper proposes an algorithm for signal validation using unsupervised methods in emergency situations at nuclear power plants (NPPs) when signals are …”
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An unsupervised learning algorithm for computer vision-based blind modal parameters identification of output-only structures from video measurements von Allada, Vishal, Saravanan, T. Jothi

“… Operational modal analysis (OMA) is required to maintain large-scale and necessary civil infrastructures. The non-contact method of OMA using digital image …”
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Density-Based Unsupervised Learning Algorithm to Categorize College Students into Dropout Risk Levels von Valles-Coral, Miguel Angel, Salazar-Ramírez, Luis, Injante, Richard, Hernandez-Torres, Edwin Augusto, Juárez-Díaz, Juan, Navarro-Cabrera, Jorge Raul, Pinedo, Lloy, Vidaurre-Rojas, Pierre

“… them using 3 density-based unsupervised learning algorithms, DBSCAN, K-Means, and HDBSCAN. The results showed that HDBSCAN …”
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Unsupervised Learning Algorithm for Intelligent Coverage Planning and Performance Optimization of Multitier Heterogeneous Network von Gazda, Juraj, Slapak, Eugen, Bugar, Gabriel, Horvath, Denis, Maksymyuk, Taras, Jo, Minho

“… The densification of mobile network infrastructure has been widely used to increase the overall capacity and improve user experience. Additional tiers of small …”
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An Unsupervised Learning Algorithm for the Automatic Classification of Coronary Artery Lesions von Szopinska, Julia, Regulski, Piotr A, Mazurek, Maciej, Grabowski, Marcin, Wendykier, Piotr, Jozwiak, Rafal

“… Background Coronary artery disease (CAD) remains a leading cause of mortality globally. Accurate identification and characterization of significant coronary …”
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Investigating pedestrian crash patterns at high-speed intersection and road segments: Findings from the unsupervised learning algorithm von Hossain, Ahmed, Sun, Xiaoduan, Mahmud Zafri, Niaz, Codjoe, Julius

“… This study applied association rules mining (ARM), an unsupervised learning algorithm, to reveal the hidden association of pedestrian crash risk factors according to the high-speed intersection and segments separately …”
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A Novel Fault Location Method for Power Cables Based on an Unsupervised Learning Algorithm von Li, Mingzhen, Bu, Jialong, Song, Yupeng, Pu, Zhongyi, Wang, Yuli, Xie, Cheng

“… improved by unsupervised learning algorithms. There are three main steps of the method: (1) build a matrix of the traveling waves associated with the sheath currents of the cables; (2 …”
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Hemodynamic Analysis of Pipeline Embolization Device Stent for Treatment of Giant Intracranial Aneurysm under Unsupervised Learning Algorithm von Gao, Haibin, You, Wei, Lv, Jian, Li, Youxiang

“… To treat large intracranial aneurysms, pipeline embolization device (PED) stent with unsupervised learning algorithms was utilized …”
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An unsupervised learning algorithm: application to the discrimination of seismic events and quarry blasts in the vicinity of Istanbul von Kuyuk, H. S., Yildirim, E., Dogan, E., Horasan, G.

“… The results of the application of an unsupervised learning (neural network) approach comprising a Self Organizing Map (SOM), to distinguish micro-earthquakes …”
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Survival prediction model with lion optimization for Hepatitis-B patients using supervised and unsupervised learning algorithm von Vijayalakshmi, C., Pakkir Mohideen, S.

“… The disease cancer takes millions of lives every year, although not being a contagious disease, the risk imposed by the cancer stands tall when compared to …”
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An unsupervised learning algorithm for multiscale neural activity von Abbaspourazad, Hamidreza, Shanechi, Maryam M.

“… Technological advances have enabled the simultaneous recording of multiscale neural activity consisting of spikes, local field potential (LFP), and …”
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Assessing differences among persistent, episodic, and non- high-need high-cost hospitalized children in China after categorization by an unsupervised learning algorithm von Zhang, Peng, Zhu, Bifan, Wang, Linan

“… K-means clustering, one of the unsupervised learning algorithms, was employed to classify patients according to their HNHC status …”
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