Outlier Detection of Photovoltaic Power Generation System Data Based on GMM-IF Algorithm by Xin Li, Guoxin Du, Yuman Li, Zengqiang Ma, Lihu Liu, Minglong Jiang, Feiyu Liu, Tianming Mu

“…In contrast, time-series data from photovoltaic (PV) systems often exhibit high nonlinearity and non-stationarity, making it difficult to represent with a single Gaussian distribution, which affects detection performance. To address this issue and improve detection accuracy, this paper proposes a segmented GMM-IF outlier detection algorithm. …”
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BrYOLO-Mamba: A Approach to Efficient Tracheal Lesion Detection in Bronchoscopy by Yuejiao Cao, Jianzhong Zhang, Ruibing Zhuo, Jin Zhao, Yanting Dong, Tanzhen Liu, Hui Zhao

“…The model adopts the Br-ORSS Block as its core, integrating an optimized SSM into the Br-ORSS Block to fully leverage the advantages of SSMs, enabling efficient capture of both local and global dependencies in images. Additionally, improvements were made to the input and neck modules of the YOLO-Mamba architecture to enhance the detection of tracheal lesion areas. …”
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Integrated internet of things (IoT) solutions for early fire detection in smart agriculture by Abdennabi Morchid, Zahra Oughannou, Rachid El Alami, Hassan Qjidaa, Mohammed Ouazzani Jamil, Haris M. Khalid

“…This article presents an advanced IoT architecture for early fire detection. The proposed architecture integrates 1) smoke and flame sensors, 2) a Raspberry Pi for local processing, and 3) the ThingSpeak platform for data storage and visualization. …”
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FUR-DETR: A Lightweight Detection Model for Fixed-Wing UAV Recovery by Yu Yao, Jun Wu, Yisheng Hao, Zhen Huang, Zixuan Yin, Jiajing Xu, Honglin Chen, Jiahua Pi

“…Firstly, aiming at the performance bottleneck of existing models, the Parallel Backbone is proposed, which captures local features and global semantic information by sharing the initial feature extraction module and the double-branch structure, respectively, and uses the progressive fusion mechanism to realize the adaptive integration of multiscale features so as to balance the accuracy and lightness of target detection. …”
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Detecting Permafrost Active Layer Thickness Change From Nonlinear Baseflow Recession by M. G. Cooper, T. Zhou, K. E. Bennett, W. R. Bolton, E. T. Coon, S. W. Fleming, J. C. Rowland, J. Schwenk

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Detection of external defects on potatoes by hyperspectral imaging technology and image processing method by Su Wenhao, Liu Guishan, He Jianguo, Wang Songlei, He Xiaoguang, Wang Wei, Wu Longguo

“…Five feature wavelengths (478, 670, 723, 819 and 973 nm) were selected according to the local extrema of weight coefficient curve of the second principal component image of all the potato types. …”
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Risk factors for detection of Pseudomonas aeruginosa in clinical samples upon hospital admission by Romeo Reyle, Frank Schwab, Selin Saydan, Michael Behnke, Rasmus Leistner, Petra Gastmeier, Christine Geffers, Tobias Siegfried Kramer

“…Therefore it is important to define relevant and specific risk factors for invasive PAE detection. Objective The objective of this study was to identify risk factors for invasive detection of PAE in patients upon hospital admission. …”
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Detection of Victimization Patterns and Risk of Gender Violence Through Machine Learning Algorithms by Edna Rocio Bernal-Monroy, Erika Dajanna Castañeda-Monroy, Rafael Ricardo Rentería-Ramos, Sixto Enrique Campaña-Bastidas, Jessica Barrera, Tania Maribel Palacios-Yampuezan, Olga Lucía González Gustin, Carlos Fernando Tobar-Torres, Zeneida Rocio Ceballos-Villada

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High-Risk HPV Detection in Paraffin-Embedded Tissue from Cervical Lesions by Micaela Almeida, Vitor Caeiro, Diana Costa, Lara Silva, Cíntia Sousa, Paula Pestana, Sofia Campelos, João Vale, Ana Cristina Ramalhinho, José Fonseca-Moutinho, Luiza Breitenfeld

“…Methods: This study focuses on a retrospective analysis conducted on 44 women from the Cova da Beira Local Health Unit. We used the Anyplex™ II hrHPV Detection kit for hrHPV genotyping from paraffin-embedded cervical tissue samples. …”
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Detection Method of Apple Alternaria Leaf Spot Based on Deep-Semi-NMF by FU Zhuojun, HU Zheng, DENG Yangjun, LONG Chenfeng, ZHU Xinghui

“…A comparative analysis was conducted with several other detection methods, including GRX (Reed-Xiaoli detector), LRX (Local Reed-Xiaoli detector), CRD (Collaborative-Representation-Based Detector), LSMAD (LRaSMD-Based Mahalanobis Distance Detector), and the deep learning model Unet. …”
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Shoot and root responses of rice plants to belowground environmental heterogeneity within a local rice farming community by Nobuhito Sekiya, Maiko Goto, Ayaka Mae, Natsumi Okinaka, Hinata Kato, Masaru Hamajima, Asaka Murai

“…Homogeneous plant growth is assumed among rice fields within a local rice farming community when managed with the same cultural practices owing to little variation in climatic conditions. …”
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Local exome sequences facilitate imputation of less common variants and increase power of genome wide association studies. by Peter K Joshi, James Prendergast, Ross M Fraser, Jennifer E Huffman, Veronique Vitart, Caroline Hayward, Ruth McQuillan, Dominik Glodzik, Ozren Polašek, Nicholas D Hastie, Igor Rudan, Harry Campbell, Alan F Wright, Chris S Haley, James F Wilson, Pau Navarro

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Regional intra-arterial polychemotherapy to increase the effectiveness of conservative treatment of locally invasive oral squamous cell carcinoma by А. М. Mudunov, B. I. Dolgushin, А. А. Аkhundov, М. N. Narimanov, D. А. Safarov, I. А. Тrofimov, B. G. Pkheshkhova

“…The clinical case demonstrates the high efficiency of regional intra-arterial PCT in patients with locally invasive oral squamous cell carcinoma. It seems relevant to further study its possibilities in the combined treatment of locally invasive forms of oral squamous cell carcinoma.…”
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IgG4-related pleuritis diagnosed by local anesthesia thoracoscopy; a case report and literature review by Genki Inui, Tomoya Harada, Karen Makishima, Aditya Sri Listyoko, Shunsuke Ohga, Miyu Nishigami, Hiroyuki Tanaka, Hiroki Ishikawa, Hiroki Kohno, Yoshihiro Funaki, Miki Takata, Ryota Okazaki, Masato Morita, Masahiro Kodani, Akira Yamasaki

“…IgG4-positive plasma cells can be detected even in biopsies with diffuse, nonspecific findings. …”
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Whole-genome resequencing data reveal the genetic diversity of local chickens in southern Zhejiang and surrounding areas in China by Yawen Zhang, Bo Zhang, Ziwei Li, Fengxiang Hou, Yan Zhao, Junjie Jin, Bin Song, Wenjie Gu

“…China's local chicken breeds, especially those in the Zhejiang Province, are rich in genetic diversity owing to environmental heterogeneity and complex ecosystems. …”
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Feasibility of long-read sequencing to identify molecular alterations in an Indonesian cohort of locally advanced to advanced nasopharyngeal cancer by Handoko, Marlinda Adham, Lisnawati Rachmadi, Demak Lumban Tobing, Asmarinah, Fadilah, Wei Dai, Anne Wing Mui Lee, Soehartati A Gondhowiardjo

“…To characterize the landscape of single nucleotide variants (SNVs), structural variants (SVs), copy number variations (CNVs), and short tandem repeats (STRs) in locally advanced to advanced NPC within an Indonesian cohort using long-read sequencing. …”
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APOPTOSIS SYSTEM AND ITS RELATIONS TO HEPATOCELLULAR DAMAGE AND SOME INDEXES OF LOCAL CYTOKINE PROFILE CHRONIC HCV INFECTION by L. Ph. Skljar, E. V. Markelova, P. A. Lukynov, S. A. Sotnichenko, M. A. Shur

“…A reverse relationship between CD95+ level and local concentrations of cytokines (TNFα, IL-1, IL-10), as well as significant direct correlation with IFNγ, IL-2 values were detected, thus suggesting a failure of compensatory mechanisms of immune regulation, and predominance of anti-apoptotic viral potential over protective cellular responses. …”
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Sufficient condition for locally unidentifiable edge weights from any single-state trajectory in networked linear systems by Masafumi Yamakawa, Toru Asai, Ryo Ariizumi, Shun-ichi Azuma

“…There are cases in which parameter estimation has to be conducted with a single trajectory data. In this case, detecting whether the parameter is locally unidentifiable (non-locally identifiable (LI)) from a single-state trajectory a priori is important. …”
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241Am and 137Сs in the Khoiniki district of Belarus: updated radiological assessment of the local existing exposure situation by E. K. Nilova, V. N. Bortnovsky, S. A. Tagai, N. V. Dudareva, A. N. Nikitin

“…Generally, the values of activity concentration of 241Am detected in local soils are well within 10 Bq/kg in the majority of inspected villages, with the exception of three sites where higher levels of 241Am contamination is soils were detected ranging from 14 to 16 Bq/kg. …”
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Characterization of Toxic Metals in Tobacco, Tobacco Smoke, and Cigarette Ash from Selected Imported and Local Brands in Pakistan by Huma Ajab, Asim Yaqub, Salman Akbar Malik, Muhammad Junaid, Sadia Yasmeen, Mohd Azmuddin Abdullah

“…Higher concentration of Ni was detected in imported brands than the counterparts in the local brands. …”
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