Stator Insulation Partial Discharge Test and Reliability Evaluation of Traction Motor by Yuenan LIU, Min GENG, Junfeng GUI, Ruizhen CUI, Xilian WANG

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Clogging Patterns of Urban Road Storm-Water Inlets Caused by Floating Debris by BU Lianghe, HOU Jingming, LYU Jiahao, WANG Ziyi, FAN Chenchen, LI Peng

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Analyzing spatiotemporal congestion pattern on urban roads based on taxi GPS data by Kaisheng Zhang, Daniel (Jian) Sun, Suwan Shen, Yi Zhu

“…Fuzzy C-means clustering was used to conduct an exhaustive study on 24-hour congestion pattern of road segments in urban area, so that the spatial autoregressive moving average model (SARMA) was introduced to analyze the output from the clustering analysis to establish the relationship between built environment and the 24-hour congestion pattern. …”
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Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach. by Andre F Marquand, Maurizio Filippone, John Ashburner, Mark Girolami, Janaina Mourao-Miranda, Gareth J Barker, Steven C R Williams, P Nigel Leigh, Camilla R V Blain

“…An advanced probabilistic pattern recognition approach was employed to evaluate the diagnostic value of several pre-defined anatomical patterns for discriminating the disorders, including: (i) a subcortical motor network; (ii) each of its component regions and (iii) the whole brain. …”
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Multimodal EEG-fNIRS Seizure Pattern Decoding Using Vision Transformer by Rafat Damseh, Abdelhadi Hireche, Parikshat Sirpal, Abdelkader Nasreddine Belkacem

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Dermoscopic Patterns of Facial Melanoses in Adult Patients: A Cross-sectional Study by Manjari Annapurna Malladi, Rameez Raja Mullan Abdul, Divya Sri Vaka, Abhilash Bhavani Satya Venkata Subrahmanya Pampana, Susmitha Kattamsetty

“…Different pigmentary conditions exhibit specific pigment patterns, networks and special features on dermoscopy, which aid in their diagnosis. …”
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Urban Spatial Patterns of Banda Aceh Using a Shannon Entropy Method by Amir Murtadha*, Noer Fadhly, Muhammad Rusdi

“…Policymakers need a simple method to control and evaluate urban sprawl. This study integrates Shannon's Entropy model with remote sensing and GIS to analyze the pattern of sprawl in each sub-district in Banda Aceh City based on two aspects of distance, namely distance to the city center and road network in order to illustrate the pattern of urban sprawl. …”
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A systematic review on reverse-zoonosis: Global impact and changes in transmission patterns by Zakaria Al Noman, Shadia Tasnim, Rony Ibne Masud, Tasnia Tabassum Anika, Md. Saiful Islam, Al Muksit Mohammad Taufiquer Rahman, Md. Tanvir Rahman

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Biodiversity Patterns and DNA Barcode Gap Analysis of COI in Coastal Lagoons of Albania by Mariola Ismailaj, Francesco Zangaro, Valeria Specchia, Franca Sangiorgio, Francesca Marcucci, Hajdar Kiçaj, Alberto Basset, Maurizio Pinna

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Dietary patterns and exposure to non-persistent endocrine-disrupting chemicals during pregnancy by Sarah Warkentin, Sandra Márquez, Hana Vespalcová, Bethany Knox, Mireia Gascon, Nuria Güil-Oumrait, Sandra González-Palacios, Maria Dolores Gomez Roig, Camille Lassale, Elisa Llurba, Matthieu Rolland, Amrit K. Sakhi, Cathrine Thomsen, Jesús Vioque, Mariona Bustamante, Jordi Sunyer, Martine Vrijheid

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Treatment Patterns and Health Care Costs in Commercially Insured Patients with Follicular Lymphoma by Nathan H. Fowler, Guifang Chen, Stephen Lim, Stephanie Manson, Qiufei Ma, Frank Li

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Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis by Tianhang Nan, Song Zheng, Siyuan Qiao, Hao Quan, Xin Gao, Jun Niu, Bin Zheng, Chunfang Guo, Yue Zhang, Xiaoqin Wang, Liping Zhao, Ze Wu, Yaoxing Guo, Xingyu Li, Mingchen Zou, Shuangdi Ning, Yue Zhao, Wei Qian, Hongduo Chen, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui

“…To obtain pathologists’ expertise with minimal pathologist workloads then achieve precise diagnostics, we collect the image review patterns of pathologists by eye-tracking devices. Simultaneously, we design a deep learning system: Pathology Expertise Acquisition Network (PEAN), based on the collected visual patterns, which can decode pathologists’ expertise and then diagnose WSIs. …”
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Traffic Pattern Analysis at Urban Intersections through Vehicle Detection in Aerial Imagery by R. Bahmanyar, J. Hellekes, M. Mühlhaus, V. Gstaiger, F. Kurz

“…This approach allows us to infer vehicle density, identify queuing patterns, and analyze traffic light cycles. Such analysis can assess the robustness of signal timing under different traffic flows and the factors that influence intersection performance. …”
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Neural Patterns of Social Pain in the Brain‐Wide Representations Across Social Contexts by Xiaodong Zhang, Peng Qing, Qi Liu, Can Liu, Lei Liu, Xianyang Gan, Kun Fu, Chunmei Lan, Xinqi Zhou, Keith M. Kendrick, Benjamin Becker, Weihua Zhao

“…Here, it is combined fMRI with multivariate pattern analysis (MVPA) to establish neurofunctional models for social pain triggered by observing social exclusion and separation naturistic stimuli. …”
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Analysis of signals from air conditioner compressors with ordinal patterns and machine learning by Keila Barbosa, Alejandro C Frery, George DC Cavalcanti

“…Furthermore, we incorporate machine learning algorithms, such as Artificial Neural Networks, Support Vector Machines, and Decision Trees, to evaluate and validate the effectiveness of Ordinal Patterns as discriminative features. …”
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Network analysis of adverse event patterns following immunization with mRNA COVID-19 vaccines: real-world data from the European pharmacovigilance database EudraVigilance by Renato Ferreira-da-Silva, Renato Ferreira-da-Silva, Mariana Fernandes Lobo, Ana Margarida Pereira, Ana Margarida Pereira, Manuela Morato, Manuela Morato, Jorge Junqueira Polónia, Jorge Junqueira Polónia, Inês Ribeiro-Vaz, Inês Ribeiro-Vaz

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Detection and Classification of <i>Agave angustifolia</i> Haw Using Deep Learning Models by Idarh Matadamas, Erik Zamora, Teodulfo Aquino-Bolaños

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Geographical analyses and artificial intelligence for the study of late medieval settlements in Southern Tuscany (Italy) by Luca Deravignone

“…This paper presents how Artificial Neural Networks (ANN), integrated in a GIS platform, has been used to analyse ancient settlement patterns, in particular fortified villages and medieval settlements in central Italy. …”
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A Deep Learning Method for Improving Community Multiscale Air Quality Forecast: Bias Correction, Event Detection, and Temporal Pattern Alignment by Ioannis Stergiou, Nektaria Traka, Dimitrios Melas, Efthimios Tagaris, Rafaella-Eleni P. Sotiropoulou

“…The model is trained here, using data from ten stations in Texas, enabling it to capture both spatial and temporal patterns in atmospheric behavior. Performance evaluation shows notable improvements, with a Root Mean Square Error (RMSE) reduction ranging from 34.11% to 71.63%. …”
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Myoelectric signal and machine learning computing in gait pattern recognition for flat fall prediction by Shuo Zhang, Biao Chen, Chaoyang Chen, Maximillian Hovorka, Jin Qi, Jie Hu, Gui Yin, Marie Acosta, Ruby Bautista, Hussein F. Darwiche, Bryan E. Little, Carlos Palacio, John Hovorka

“…Most ML algorithms in this study had an accuracy greater than 90 ​% in EMG-based abnormal gait pattern recognition except for LSTM and BiLSTM. This study provides novel technology for evaluation of gait pattern recognition related to flat ground fall.…”
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