Search Results - "Yu, Xiong"

Nonnegative Matrix Factorization: A Comprehensive Review by Wang, Yu-Xiong, Zhang, Yu-Jin

“…Nonnegative Matrix Factorization (NMF), a relatively novel paradigm for dimensionality reduction, has been in the ascendant since its inception. It…”
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An innovative nonintrusive driver assistance system for vital signal monitoring by Sun, Ye, Yu, Xiong Bill

“…This paper describes an in-vehicle nonintrusive biopotential measurement system for driver health monitoring and fatigue detection. Previous research has found…”
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An innovative energy pile technology to expand the viability of geothermal bridge deck snow melting for different United States regions: Computational assisted feasibility analyses by Han, Chanjuan, Yu, Xiong (Bill)

“…Energy pile provides a sustainable way for snow removal of transportation infrastructure while fulfilling its role in supporting the structural and service…”
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Artificial intelligence in salivary biomarker discovery and validation for oral diseases by Adeoye, John, Su, Yu‐Xiong

“…Salivary biomarkers can improve the efficacy, efficiency, and timeliness of oral and maxillofacial disease diagnosis and monitoring. Oral and maxillofacial…”
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Feasibility of geothermal heat exchanger pile-based bridge deck snow melting system: A simulation based analysis by Han, Chanjuan, Yu, Xiong (Bill)

“…Snow melting system based on geothermal heat exchanger pile is an innovative technology that combines geothermal energy with structural foundation. It…”
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LiDAR technology for wind energy potential assessment: Demonstration and validation at a site around Lake Erie by Li, Jiale, Yu, Xiong (Bill)

“…•Monitoring of wind speed at different elevations with LiDAR technology.•Analyzing the characteristics of wind at a site in the Lake Erie area.•Determination…”
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Pavement Roughness Grade Recognition Based on One-dimensional Residual Convolutional Neural Network by Xu, Juncai, Yu, Xiong

“…A pavement's roughness seriously affects its service life and driving comfort. Considering the complexity and low accuracy of the current recognition…”
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Onshore and offshore wind energy potential assessment near Lake Erie shoreline: A spatial and temporal analysis by Li, Jiale, Yu, Xiong (Bill)

“…Choosing a proper location is a pivotal initial step in building a wind farm. As appropriate locations for onshore wind farms become more and more scarce,…”
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Meta-Learning to Detect Rare Objects by Wang, Yu-Xiong, Ramanan, Deva, Hebert, Martial

“…Few-shot learning, i.e., learning novel concepts from few examples, is fundamental to practical visual recognition systems. While most of existing work has…”
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Validity of nomograms for predicting cancer risk in oral leukoplakia and oral lichen planus by Adeoye, John, Su, Yu‐Xiong

“…Objectives This study assessed the validity of nomograms for predicting malignant transformation (MT) among patients with oral leukoplakia (OL) and oral lichen…”
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Adaptive thermochromic roof system: Assessment of performance under different climates by Hu, Jianying, Yu, Xiong Bill

“…Thermochromic materials possess the ability to reversibly change the optical properties in response to the environmental temperature. They have the potential…”
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Sensitivity analysis of a vertical geothermal heat pump system by Han, Chanjuan, Yu, Xiong (Bill)

“…•3D coupled Finite Element Model (FEM) for a vertical geothermal heat exchanger.•Model validation via the experimental data from an in-service GHE.•Sensitivity…”
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Low-Shot Learning from Imaginary Data by Wang, Yu-Xiong, Girshick, Ross, Hebert, Martial, Hariharan, Bharath

“…Humans can quickly learn new visual concepts, perhaps because they can easily visualize or imagine what novel objects look like from different views…”
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An innovative machine learning based framework for water distribution network leakage detection and localization by Fan, Xudong, Yu, Xiong (Bill)

“…Leakages in the underground water distribution networks (WDNs) waste over 1 billion gallon of water annually in the US and cause significant socio-economic…”
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Capacitive Biopotential Measurement for Electrophysiological Signal Acquisition: A Review by Sun, Ye, Yu, Xiong Bill

“…A conventional clinical biopotential measurement system requires the use of wet electrodes that are in contact with skin using conductive gel. Those systems…”
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Design and characterization of energy efficient roofing system with innovative TiO2 enhanced thermochromic films by Hu, Jianying, Yu, Xiong (Bill)

“…•Thermochromic films with solar reflectance up to 35%.•Energy-efficient roof with the novel thermochromic film achieved solar reflectance up to 48%.•Reduced…”
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Performance of a residential ground source heat pump system in sedimentary rock formation by Han, Chanjuan, Yu, Xiong (Bill)

“…•A case study of in-service geothermal heat pump for residential house.•Real time monitoring data that describes the GHE performance.•Geothermal installation…”
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Learning Compositional Representations for Few-Shot Recognition by Tokmakov, Pavel, Wang, Yu-Xiong, Hebert, Martial

“…One of the key limitations of modern deep learning approaches lies in the amount of data required to train them. Humans, by contrast, can learn to recognize…”
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Molecular image-convolutional neural network (CNN) assisted QSAR models for predicting contaminant reactivity toward OH radicals: Transfer learning, data augmentation and model interpretation by Zhong, Shifa, Hu, Jiajie, Yu, Xiong, Zhang, Huichun

“…[Display omitted] •Molecular images were combined with convolutional neural networks to develop QSARs.•Transfer learning and data augmentation improved the…”
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Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation by Zhong, Yuanyi, Yuan, Bodi, Wu, Hong, Yuan, Zhiqiang, Peng, Jian, Wang, Yu-Xiong

“…We present a novel semi-supervised semantic segmentation method which jointly achieves two desiderata of segmentation model regularities: the label-space…”
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