Clinical Significance of NKD Inhibitor of WNT Signaling Pathway 1 (NKD1) in Glioblastoma by Lijun Li, Ruiying Gao, Weizhong Huangfu, Fang Zhang, Ruixia Wang

“…The mRNA level of NKD1 was firstly retrieved from TCGA glioma dataset to evaluate its correlation with clinical characteristics and its value in prognosis prediction. …”
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Study of the Effect of Process Parameters on Surface Profile Accuracy in Single-Point Incremental Sheet Forming of AA1050-H14 Aluminum Alloy by Abdulmajeed Dabwan, Adham E. Ragab, Mohamed A. Saleh, Saqib Anwar, Atef M. Ghaleb, Ateekh Ur Rehman

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The Measures of Efficiency of Power Generation Plants in Sylhet of Bangladesh by Kanis Fatama Ferdushi, Anton Abdulbasah Kamil, Saleh Ahmed, Luthful Alahi Kawsar

“…This study measures the performance of power generation plants in Sylhet region of Bangladesh considering twenty-four-month monthly dataset during 2013-14. To measure the performance of those plants, gross electricity generation was considered as output for the stochastic frontier model, whereas fuel consumption, lube oil consumption, auxiliary consumption, cost, heat rate, and hours of run were considered as input variables. …”
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Study of the relation between NCPI and CACO indices with autumn precipitation of Southern Coast of Caspian Sea by Mohammad Saligheh, Mohammad hossein nasserzadeh, Thmineh Chehreara ziabari

“…Then, a representative of the widespread precipitation days from station dataset was selected, investigated and analyzed accordingly. …”
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Quantitative Estimation of Tobacco Copper Ion Content from Hyperspectral Data by Inverting a Modified Radiative Transfer Model: Algorithm and Preliminary Validation by Yonghua Qu, Sihong Jiao

“…This paper is aimed at retrieving the copper ion content in copper-stressed tobacco leaves from hyperspectral data by inverting a modified radiative transfer (RT) model. The dataset regarding the reflectance spectra, biochemical components, and copper ion contamination of copper-treated leaves was obtained from a laboratory experiment on spectral data from copper-treated tobacco. …”
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An Improved Physarum polycephalum Algorithm for the Shortest Path Problem by Xiaoge Zhang, Qing Wang, Andrew Adamatzky, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng

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The Importance of Unprotected Areas as Habitat for The Leopard Cat (Prionailurus bengalensis javanensis Desmarest, 1816) on Java, Indonesia by Nanang Irawan, Satyawan Pudyatmoko, Pujo Semedi Hargo Yuwono, Muhammad Tafrichan, Anthony J. Giordano, Muhammad Ali Imron

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Nonintrusive Load Disaggregation Based on Attention Neural Networks by Shunfu Lin, Jiayu Yang, Yi Li, Yunwei Shen, Fangxing Li, Xiaoyan Bian, Dongdong Li

“…The study utilizes the low-frequency UK-DALE dataset, released in 2015, containing timestamps, power of various appliances, and device state labels. …”
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Evolving Bioprosthetic Tissue Calcification Can Be Quantified Using Serial Multislice CT Scanning by B. Meuris, H. De Praetere, W. Coudyzer, W. Flameng

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Cloud-Based Transaction Fraud Detection: An In-depth Analysis of ML Algorithms by Ali Alhchaimi

“…It uses a comprehensive dataset to determine which ML model best identifies fraudulent transactions, aiming to optimize these models for accuracy, precision, and efficiency in real-time detection. …”
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Evolution under intensive industrial breeding: skull size and shape comparison between historic and modern pig lineages by A. Haruda, A. Evin, F. Steinheimer, R. Schafberg

“…In this study, we investigated the rate and direction of phenotypic change of skull morphology using a unique dataset that includes two lineages of German domestic pig that were subjected to similar intensive industrial selection pressures throughout the twentieth century, alongside contemporaneous populations of German wild boar. …”
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Query-Biased Preview over Outsourced and Encrypted Data by Ningduo Peng, Guangchun Luo, Ke Qin, Aiguo Chen

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STA-HAR: A Spatiotemporal Attention-Based Framework for Human Activity Recognition by Md. Khaliluzzaman, Md. Furquan, Mohammod Sazid Zaman Khan, Md. Jiabul Hoque

“…Experiments on the UCI-HAR dataset have shown that the model works well, with an impressive 97% accuracy rate when using the Adam optimizer with a learning rate of 0.001.…”
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Visual Analysis of E-Commerce User Behavior Based on Log Mining by Tingzhong Wang, Nanjie Li, Hailong Wang, Junhong Xian, Jiayi Guo

“…Taking the user behavior log data of an e-commerce website as the data source, this paper, firstly, processes and analyzes the original dataset through the data filtering and storage module, and it uses the combination of Kafka and Flume to store the user behavior log with reasonable structure and complete fields in HDFS. …”
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A guided approach for cross-view geolocalization estimation with land cover semantic segmentation by Nathan A.Z. Xavier, Elcio H. Shiguemori, Marcos R.O.A. Maximo, Mubarak Shah

“…Our solution demonstrates comparable performance to state-of-the-art methods, exhibiting enhanced stability and consistency regardless of the street view location or the dataset used. Additionally, our method generates a focused discrete probability distribution that acts as a heatmap. …”
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LASSO-mCGA: Machine Learning and Modified Compact Genetic Algorithm-Based Biomarker Selection for Breast Cancer Subtype Classification by Nimisha Ghosh, Sankar Kumar Mridha, Rourab Paul

“…To identify such biomarkers, initially LASSO in association with four machine learning models such as Random Forest (RF), Support Vector Machine (SVM), K-Nearest Neighbours (KNN) and Naive Bayes (NB) are applied on the dataset to find the initial reduced set of genes as well as the best learning model based on classification accuracy; SVM in this case. …”
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Abnormal Amygdala Subregion Functional Connectivity in Patients with Crohn’s Disease with or without Anxiety and Depression by Jingwen Sun, Wei Sun, Kecen Yue, Yin Zhang, Xintong Wu, Wenjia Liu, Ling Zou, Haifeng Shi

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The characteristics of intestinal microflora in infants with rotavirus enteritis, changes in microflora before and after treatment and their clinical values by Qiyan Yan, Yuanyuan Chen, E-Bin Gao, Yanbo Lu, Junhua Wu, Haiyan Qiu

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A Novel Approach to Test-Induced Defect Detection in Semiconductor Wafers, Using Graph-Based Semi-Supervised Learning (GSSL) by Pedram Aridas, Narendra Kumar, Anis Salwa Mohd Khairuddin, Daniel Ting, Vivek Regeev

“…The algorithm, which incorporates domain knowledge in creating a graph representation of wafer, and utilizing a weighted edge label propagation model, has demonstrated its effectiveness by achieving a 68% accuracy on a real-world dataset, offering a promising approach to enhance quality control in semiconductor manufacturing.…”
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Relationship between weather parameters and risk of exertional heat injuries during military training by Beng Hoong Poon, Alexander Wilhelm Gorny, Kaiyuan Zheng, Wee Kiong Cheong

“…Methods: Data from the SAF's heat injury registry and MSS’ meteorological data from 2012 to 2018 were used to establish a consolidated dataset of EHI incidents and same-day weather parameters rank-ordered in deciles. …”
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