Pedestrian heading estimation based on spatial transformer networks and hierarchical LSTM by Wang, Qu, Luo, Haiyong, Ye, Langlang, Men, Aidong, Zhao, Fang, Huang, Yan, Ou, Changhai

“…We automatically annotate heading data based on map matching, and augment heading data based on device attitude. …”
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Assessing mentoring : a scoping review of mentoring assessment tools in internal medicine between 1990 and 2019 by Ng, Yong Xiang, Koh, Zachary Yong Keat, Yap, Hong Wei, Tay, Kuang Teck, Tan, Xiu Hui, Ong, Yun Ting, Tan, Lorraine Hui En, Chin, Annelissa Mien Chew, Toh, Ying Pin, Shivananda, Sushma, Compton, Scott, Mason, Stephen, Kanesvaran, Ravindran, Krishna, Lalit

“…A scoping review is proposed to map available literature on mentoring assessment tools in Internal Medicine to guide design of new tools. …”
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Super-resolution imaging of photogenerated charges on CdS/g-C₃N₄ heterojunctions and its correlation with photoactivity by Wu, Shuyang, Lee, Jinn-Kye, Lim, Pei Chong, Xu, Rong, Zhang, Zhengyang

“…The SRM technique was applied for the first time to map the reactive sites of type II and Z-scheme structures at nanometer resolution. …”
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Multi-agent trajectory prediction with heterogeneous edge-enhanced graph attention network by Mo, Xiaoyu, Huang, Zhiyu, Xing, Yang, Lv, Chen

“…The inter-agent interactions are represented with a directed edge-featured heterogeneous graph and processed by the designed HEAT network to extract interaction features. Besides, the map features are shared across all agents by introducing a selective gate-mechanism. …”
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Spatial proteomics of immune microenvironment in nonalcoholic steatohepatitis-associated hepatocellular carcinoma by Li, Meiyi, Wang, Lina, Cong, Liang, Wong, Chi Chun, Zhang, Xiang, Chen, Huarong, Zeng, Tao, Li, Bin, Jia, Xian, Huo, Jihui, Huang, Yuhua, Ren, Xiaoxue, Peng, Sui, Fu, Guo, Xu, Lixia, Sung, Joseph Jao Yiu, Kuang, Ming, Li, Xiaoxing, Yu, Jun

“…Conclusions: Our work provides the first detailed spatial map of single-cell phenotypes and multicellular connections in NASH-HCC. …”
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Rupture and variable coupling behavior of the Mentawai segment of the Sunda megathrust during the supercycle culmination of 1797 to 1833 by Philibosian, Belle, Sieh, Kerry, Avouac, Jean-Philippe, Natawidjaja, Danny H., Chiang, Hong-Wei, Wu, Chung-Che, Perfettini, Hugo, Shen, Chuan-Chou, Daryono, Mudrik R., Suwargadi, Bambang W.

“…We synthesize previously published coral microatoll records and a large new coral data set to constrain not only these two giant ruptures but also the intervening interseismic megathrust behavior. We present detailed maps of coseismic uplift during the two earthquakes and of interseismic deformation during the periods 1755–1833 and 1950–2000, as well as models of the corresponding slip and coupling on the underlying megathrust. …”
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A Slip Gap of the 2016 Mw 6.6 Muji, Xinjiang, China, Earthquake Inferred from Sentinel‐1 TOPS Interferometry by Feng, Wanpeng, Tian, Yunfeng, Zhang, Yong, Samsonov, Sergey, Almeida, Rafael, Liu, Peng

“…We use Sentinel‐1A/1B Terrain Observation with Progressive Scans (TOPS) data to map coseismic and postseismic displacements for the 25 November 2016 Mw 6.6 Muji earthquake in southwestern Xinjiang, China. …”
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Visualization and networking analysis of processing seafood towards future trends: A bibliometric analysis from 2010 to 2024 by Baarimah, Abdullah O., Mokaizh, Aiman A., Alazaiza, Motasem Y. D., Al-Zghoul, Tharaa

“…This bibliometric study aims to comprehensively map the research landscape of seafood waste valorization by analyzing 1,109 publications from the Scopus database between 2010 and 2024. …”
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Curing effect on the strength of cement mortar with bamboo biochar by Pragalanathan, Selvanathan, Pravina, K. Gunasekaran, Lai, Yeng Fock, Anand, N., Chin, Siew Choo

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Research on Traditional Village Spatial Differentiation from the Perspective of Cultural Routes: A Case Study of 338 Villages in the Miao Frontier Corridor by Zhao, Weiqi, Xiao, Dawei, Li, Jing, Xu, Ziyu, Tao, Jin

“…With the help of 91-satellite maps and a geographic information system (GIS), a cultural and geographic database of the traditional villages in the Miao Frontier Corridor was constructed to objectively explore the roles of the traditional villages’ natural geography, historical, and humanistic elements in the spatial categorization on a large scale. …”
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Memory and fluctuations in chemical dynamics by Farahvash, Ardavan

“…Utilizing the Mori-Zwanzig projection operator formalism, I have developed a theory that maps surface vibrations to a generalized Langevin equation (GLE). …”
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Recovery of Herschel-Bulkley Fluid Parameters from Video via Differentiable Simulations by Eastman, John M.

“…This work introduces a novel method that combines neural radiance fields (NeRF), which map 3D scene coordinates to color and density using deep neural networks, with the material point method (MPM), a simulation technique that represents materials as moving points capable of large deformation. …”
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Light Stage Super-Resolution: Continuous High-Frequency Relighting by Sun, Tiancheng, Xu, Zexiang, Zhang, Xiuming, Fanello, Sean, Rhemann, Christoph, Debevec, Paul, Tsai, Yun-Ta, Barron, Jonathan, Ramamoorthi, Ravi

“…Our super-resolution approach enables more accurate renderings of human subjects under detailed environment maps, or the construction of simpler light stages that contain fewer light sources while still yielding comparable quality renderings as light stages with more densely sampled lights.…”
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Spatial aware information retrieval for community-based Q&A (SIRCQA) by Ang, Eugene Soon Leong

“…Answer dataset with Precision@K and Mean Average Precision (MAP) performance metric. The results shown from the experiment proved that the proposed retrieval operation performed significantly better (t-test: p<0.05) in precision and its improved flexibility to handle multiple locations in comparison to conventional "bag of words" retrieval.…”
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Mobile phone based participatory sensing for urban traffics by Zhou, Pengfei

“…It then turns buses into dummy probes, monitors their travel statuses, and derives the instant traffic map of the city. Unlike previous works that rely on intrusive detection or full cooperation from “probe vehicles”, our approach resorts to the crowd-participation of ordinary bus riders, who are the information source providers and major consumers of the final traffic output. …”
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Landslide susceptibility assessment in Limbe (SW Cameroon) : a field calibrated seed cell and information value method by del Marmol, M.-A., Trefois, P., Jacobs, P., Suh, C. E., Che, Vivian Bih., Kervyn, Matthieu., Fontijn, Karen., Ernst, Gerald G. J.

“…The obtained susceptibility map is combined with the outline of urban areas and key infrastructures to evaluate zones that are vulnerable to the impact of future slope failures. …”
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Environmental, social, and governance (ESG) reporting and missing (M) scores in the Industry 5.0 era: broadening firms’ and investors’ decisions to achieve sustainable development... by Yadav, Sanjeev, Samadhiya, Ashutosh, Kumar, Anil, Luthra, Sunil, Pandey, Krishan Kumar

“…The study also carries out an extensive content-centric assessment of relevant sources and information mappings to accomplish the research aims. The findings reveal that the fundamental characteristics of I5.0 are consistent with ESG, while I5.0 may accommodate ESG capabilities by improving ESG disclosure reliability, expanding from retrospective to prospective and real-time reporting, customizing, broadening the range of reporting, lowering costs, and improving effectiveness. …”
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Combining detection dogs and camera traps improves minimally-invasive population monitoring for the cheetah, an elusive and rare large carnivore by Verschueren, S, Hofmann, T, Schmidt-Küntzel, A, Kakove, M, Munyandi, B, Bauer, H, Balkenhol, N, Leirs, H, Neumann, S, Cristescu, B, Marker, L

“…Our findings provide practical guidance for designing effective minimally-invasive monitoring programs, which are important for empirically deriving distribution maps of cheetahs and other carnivores in data-poor regions.…”

“Encouraged to be your true self”: an interpretative phenomenological study of medical students’ experiences of role models in shaping sexual minority identity at medical school... by Zacharias, A, Aitken, D

“…From these results, we built upon existing social cognitive paradigms to develop a ‘doublefunnel’ model to represent how social contexts can map onto individual SM identities and vice versa, mediated by role models. …”

The 2-dimensional to 3-dimensional growth transition in Physcomitrium patens by Weeks, Z

“…The causative mutation in <em>snog1a</em> was mapped and the <em>PpSNOG1A</em> gene was identified as an inhibitor of 3D growth and genetic antagonist of <em>PpNOG1</em>. …”