Výsledky vyhledávání - "Data-driven algorithms"

Data-driven algorithms for dimension reduction in causal inference Autor Persson, Emma, Häggström, Jenny, Waernbaum, Ingeborg, de Luna, Xavier

“…, that all confounding variables are observed. The choice of covariates to control for, which is primarily based on subject matter knowledge, may result in a large covariate vector in the attempt to ensure that unconfoundedness holds…”
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Data-Driven Algorithms for Multi-Agent Optimization and Games Autor Pantazis, Georgios

“… In other cases, agents act as selfish entities wishing to minimize their own individual cost subject to local or global constraints…”
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Exposures to select risk factors can be estimated from a continuous stream of inertial sensor measurements during a variety of lifting-lowering tasks Autor Lim, Sol

“… of work-related musculoskeletal disorders in lifting. We collected 12,480 lifting-lowering phases from 26 subjects (15 men and 11 women…”
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Data-driven Algorithms for Dimension Reduction in Causal Inference Autor Persson, Emma, Häggström, Jenny, Waernbaum, Ingeborg, de Luna, Xavier

“…, that all confounding variables are observed. The choice of covariates to control for, which is primarily based on subject matter knowledge, may result in a large covariate vector in the attempt to ensure that unconfoundedness holds…”
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Improving Heart Disease Monitoring Through Intelligent Hybrid Inference Systems Autor Singh, Janpreet, Singh, Dalwinder

“… Clinical guidelines, medical protocols, and subject expertise are also integrated. This combination of data-driven algorithms and expert knowledge improves…”
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MRI data-driven algorithm for the diagnosis of behavioural variant frontotemporal dementia Autor Dadar, Mahsa, Laforce Jr, Robert, Graff, Caroline, Synofzik, Matthis, Galimberti, Daniela, Rowe, James Benedict, Masellis, Mario, Finger, Elizabeth, de Mendonca, Alexandre, Santana, Isabel, Butler, Christopher R, Gerhard, Alex, Levin, Johannes, Otto, Markus, Ghidoni, Roberta, Sorbi, Sandro, Rohrer, Jonathan Daniel, Collins, D Louis, Rosen, Howard, Dickerson, Bradford C., Domoto-Reilly, Kimoko, Knopman, David, Boeve, Bradley F., Boxer, Adam L., Kornak, John, Miller, Bruce L., Gorno-Tempini, Maria-Luisa, McGinnis, Scott, Afonso, Sónia, Almeida, Maria Rosario, Antonell, Anna, Archetti, Silvana, Arighi, Andrea, Balasa, Mircea, Benussi, Alberto, Bessi, Valentina, Binetti, Giuliano, Bocchetta, Martina, Borrego-Ecija, Sergi, Caroppo, Paola, Castelo-Branco, Miguel, Arriba, María de, Díaz, Zigor, Duro, Diana, Fenoglio, Chiara, Ferreira, Carlos, Freedman, Morris, Gabilondo, Alazne, Giaccone, Giorgio, Gorostidi, Ana, Heller, Carolin, Hoegen, Tobias, Jelic, Vesna, Karnath, Hans-Otto, Keren, Ron, Leitão, Maria João, Loosli, Sandra, Maruta, Carolina, Meeter, Lieke, Miltenberger, Gabriel, Minkelen, Rick van, Mitchell, Sara, Moore, Katrina M, Nacmias, Benedetta, Neason, Mollie, Olives, Jaume, Padovani, Alessandro, Panman, Jessica, Papma, Janne, Peakman, Georgia, Piaceri, Irene, Pievani, Michela, Pijnenburg, Yolande, Polito, Cristina, Premi, Enrico, Prix, Catharina, Rademakers, Rosa, Redaelli, Veronica, Rosa-Neto, Pedro, Rossor, Martin, Santiago, Beatriz, Scarpini, Elio, Schönecker, Sonja, Semler, Elisa, Shafei, Rachelle, Tábuas-Pereira, Miguel, Tainta, Mikel, Tang-Wai, David, Thomas, David L, Timberlake, Carolyn, Tiraboschi, Pietro, Vandamme, Philip, Vandenbulcke, Mathieu, Veldsman, Michele, Villanua, Jorge, Warren, Jason, Wilke, Carlo, Woollacott, Ione, Wlasich, Elisabeth, Zulaica, Miren

“…), but it has low sensitivity leading to erroneous or late diagnosis.MethodsA total of 515 subjects from two different bvFTD cohorts…”
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A Data-Driven Algorithm for Enabling Delay Tolerance in Resilient Microgrid Controls Using Dynamic Mode Decomposition Autor Kandaperumal, Gowtham, Schneider, Kevin P., Srivastava, Anurag K.

“…The increased implementation of smart grid technologies in the power distribution grid presents unique opportunities that enable resiliency, but also brings…”
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SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation Autor Mikhaylets, Ekaterina, Razorenova, Alexandra M., Chernyshev, Vsevolod, Syrov, Nikolay, Yakovlev, Lev, Boytsova, Julia, Kokurina, Elena, Zhironkina, Yulia, Medvedev, Svyatoslav, Kaplan, Alexander

“…The study presents a novel approach designed to detect time-continuous states in time-series data, called the State-Detecting Algorithm (SDA). The SDA operates…”
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A Data-Driven Algorithm Integrating Clinical and Laboratory Features for the Diagnosis and Prognosis of Necrotizing Enterocolitis Autor Ji, Jun, Ling, Xuefeng B., Zhao, Yingzhen, Hu, Zhongkai, Zheng, Xiaolin, Xu, Zhening, Wen, Qiaojun, Kastenberg, Zachary J., Li, Ping, Abdullah, Fizan, Brandt, Mary L., Ehrenkranz, Richard A., Harris, Mary Catherine, Lee, Timothy C., Simpson, B. Joyce, Bowers, Corinna, Moss, R. Lawrence, Sylvester, Karl G.

“… A database comprised of 520 infants was utilized to develop the NEC diagnostic and prognostic models by dividing the entire dataset into training and testing cohorts of demographically matched subjects…”
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Putting the periodicity back into the periodic leg movement index: an alternative data-driven algorithm for the computation of this index during sleep and wakefulness Autor Ferri, Raffaele, Rundo, Francesco, Zucconi, Marco, Manconi, Mauro, Aricò, Debora, Bruni, Oliviero, Ferini-Strambi, Luigi, Fulda, Stephany

“… One-hundred-and-seven subjects with restless legs syndrome (RLS) were retrospectively identified and included…”
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Data-driven algorithm selection and tuning in optimization and signal processing Autor De Loera, Jesús A., Haddock, Jamie, Ma, Anna, Needell, Deanna

“…Machine learning algorithms typically rely on optimization subroutines and are well known to provide very effective outcomes for many types of problems. Here,…”
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Electrical signals dataset from fixed-speed and variable-speed synchronous generators under healthy and faulty conditions Autor Tominaga, Rafael Noboro, Sousa, Luan Andrade, Rocha, Rodolfo Varraschim, Monaro, Renato Machado, Ávila, Sérgio Luciano, Salles, Maurício Barbosa de Camargo, Carmo, Bruno Souza

“… Data-driven algorithms have been widely used to identify failures and predict the behaviour of machines and systems…”
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Semi‐global output regulation of continuous‐time linear systems subject to input saturation via output feedback: A model‐free method Autor Fu, Zhuofan, Zhao, Zhiyun

“…Summary This article considers the output regulation problem of continuous‐time linear systems subject to input saturation in the scenario that the system dynamics are unknown. Based on the low…”
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Progress Toward Interpretable Machine Learning-Based Disruption Predictors Across Tokamaks Autor Rea, C., Montes, K. J., Pau, A., Granetz, R. S., Sauter, O.

“… The univariate analysis of the features used as input signals in the data-driven algorithms applied on the data of both tokamaks statistically highlights the differences in the dominant disruption…”
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Sex estimation from coxal bones using deep learning in a population balanced by sex and age Autor Epain, Marie, Valette, Sébastien, Zou, Kaifeng, Faisan, Sylvain, Heitz, Fabrice, Croisille, Pierre, Fracasso, Tony, Fanton, Laurent

“… However, these methods are time-consuming and can be subject to inter- or intra-observer bias…”
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Musculoskeletal model-based control interface mimics physiologic hand dynamics during path tracing task Autor Crouch, Dustin L, Huang, He Helen

“… minutes of undirected practice, subjects were given three attempts to trace 10 straight paths, one at a time, with the fingertip of the virtual hand…”
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The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023 Autor Lyu, Jun, Qin, Chen, Wang, Shuo, Wang, Fanwen, Li, Yan, Wang, Zi, Guo, Kunyuan, Ouyang, Cheng, Tänzer, Michael, Liu, Meng, Sun, Longyu, Sun, Mengting, Li, Qing, Shi, Zhang, Hua, Sha, Li, Hao, Chen, Zhensen, Zhang, Zhenlin, Xin, Bingyu, Metaxas, Dimitris N., Yiasemis, George, Teuwen, Jonas, Zhang, Liping, Chen, Weitian, Zhao, Yidong, Tao, Qian, Pang, Yanwei, Liu, Xiaohan, Razumov, Artem, Dylov, Dmitry V., Dou, Quan, Yan, Kang, Xue, Yuyang, Du, Yuning, Dietlmeier, Julia, Garcia-Cabrera, Carles, Al-Haj Hemidi, Ziad, Vogt, Nora, Xu, Ziqiang, Zhang, Yajing, Chu, Ying-Hua, Chen, Weibo, Bai, Wenjia, Zhuang, Xiahai, Qin, Jing, Wu, Lianming, Yang, Guang, Qu, Xiaobo, Wang, He, Wang, Chengyan

“… Undersampling reconstruction, especially data-driven algorithms, has emerged as a promising solution to accelerate scans and enhance imaging performance using highly under-sampled data…”
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A general data-driven algorithm for façade structure modeling using ground based laser data Autor Yousefzadeh, M., Leurink, F. H. M., Beheshti jou, M.

“…Façade reconstruction from laser point cloud has been an interesting subject in Photogrammetric community for the last two decades…”
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Accurate Fall Detection and Localization for Elderly People Based on Neural Network and Energy-Efficient Wireless Sensor Network Autor Gharghan, Sadik Kamel, Mohammed, Saleem Latteef, Al-Naji, Ali, Abu-AlShaeer, Mahmood Jawad, Jawad, Haider Mahmood, Jawad, Aqeel Mahmood, Chahl, Javaan

“…Falls are the main source of injury for elderly patients with epilepsy and Parkinson’s disease. Elderly people who carry battery powered health monitoring…”
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Optimal Siting and Sizing of Hydrogen Production Modules in Distribution Networks with Photovoltaic Uncertainties Autor Li, Zhiyong, Wu, Wenbin, Si, Yang, Chen, Xiaotao

“…Hydrogen production modules (HPMs) play a crucial role in harnessing abundant photovoltaic power by producing and supplying hydrogen to factories, resulting in…”
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