Leveraging Image Analysis and Deep Convolutional Neural Networks for Cutting-Edge Malware Detection and Mitigation by Mohammad Mahmood Otoom, Ahmad Mahmoud Etoom

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Low-frequency ultrasonic pulse-echo datasets for geometry determination of a reinforced concrete step specimen with embedded polystyrene foam cuboids in non-destructive testingData... by Maria Grohmann, Stefan Maack, Matthias Behrens, Ernst Niederleithinger

“…The dataset comprises raw data collected using the ultrasonic pulse-echo method on a concrete specimen. …”
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Interpretable Deep Learning Models for Arrhythmia Classification Based on ECG Signals Using PTB-X Dataset by Ahmed E. Mansour Atwa, El-Sayed Atlam, Ali Ahmed, Mohamed Ahmed Atwa, Elsaid Md. Abdelrahim, Ali I. Siam

“…Deep learning (DL) methods are effective in ECG analysis due to their ability to learn complex patterns from raw signals. <b>Methods</b>: This study introduces two models: a custom convolutional neural network (CNN) with a dual-branch architecture for processing ECG signals and demographic data (e.g., age, gender), and a modified VGG16 model adapted for multi-branch input. …”
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Data on transgenerational memory effects of photosynthetic efficiency of twelve wheat varieties under elevated carbon dioxide concentration and reduced soil water availabilityZenod... by Bernd J. Berauer, Suraj Chaudhary, Lorenz Kottmann, Andreas H. Schweiger

“…We provide photosynthetic raw data as well as processed (merged) and derived (extracted ACi fit) data. …”
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A Common Language of Software Evolution in Repositories (CLOSER) by Jordan Garrity, David Cutting

“…To address this limitation, a domain-specific language (DSL), the Common Language of Software Evolution in Repositories (CLOSER), was defined that abstracted away from specific implementations while isomorphically mapping to the data model of all major VCS formats. Using CLOSER directly as a data model or as an intermediate stage in a conversion analysis approach could make use of all major repositories rather than be limited to a single format. …”
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Strengths and weaknesses of Global Positioning System (GPS) data-loggers and semi-structured interviews for capturing fine-scale human mobility: findings from Iquitos, Peru. by Valerie A Paz-Soldan, Robert C Reiner, Amy C Morrison, Steven T Stoddard, Uriel Kitron, Thomas W Scott, John P Elder, Eric S Halsey, Tadeusz J Kochel, Helvio Astete, Gonzalo M Vazquez-Prokopec

“…Processing raw GPS data using a signal-clustering algorithm decreased overall concordance to 14.3%. …”
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Parchment Glutamine Index (PQI): A novel method to estimate glutamine deamidation levels in parchment collagen obtained from low-quality MALDI-TOF data by Nair, Bharath, Palomo, Ismael Rodríguez, Markussen, Bo, Wiuf, Carsten, Fiddyment, Sarah, Collins, Matthew James

“…In this study, we propose a simple three-step workflow, developed as an R package called MALDIpqi(), to estimate deamidation in parchment derived collagen using low-resolution MALDI-TOF spectra. After pre-processing raw spectra, we used weighted least-squares linear regression to estimate Q deamidation levels from the convoluted isotopic envelope for seven collagen-peptide markers. …”
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Long short‐term memory on abstract syntax tree for SQL injection detection by Z. Zhuo, T. Cai, X. Zhang, F. Lv

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Effect of Processed Coffee Husk on Feed Intake, Nutrient Digestibility, Body Weight Changes and Economic Feasibility of Bonga Sheep Fed on Natural Pasture Hay as a Basal Diet by Lidya Marew, Fentahun Meheret, Bimrew Asmare

“…The data collected from the 90‐day experimental period were: dry matter and nutrient intakes, initial body weight, final body weight and body weight changes. …”
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Associations between smartphone GPS data and changes in psychological health and burden outcomes among family caregivers and patients with advanced cancer: an exploratory longitudi... by J. Nicholas Odom, Kyungmi Lee, Erin R. Harrell, Kristen Allen Watts, Avery C. Bechthold, Sally Engler, Frank Puga, Natashia Bibriescas, Arif H. Kamal, Christine S. Ritchie, George Demiris, Alexi A. Wright, Marie A. Bakitas, Andres Azuero

“…After pre-processing raw GPS data into daily GPS features (e.g., time spent at home, distance traveled/day), computing biweekly moving averages and standard deviations, and conducting a principal components analysis (PCA) of the resulting variables, within-person regression models were used to assess associations between changes in PRO measures and changes in PCA scores, with adjusted-R2 as the measure of effect size (small = 0.02, medium = 0.13, large = 0.26). …”
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Governance dashboards. Monitoring of key performance and aggregate indicators by Adriano Magliocco, Maria Canepa

“… The recent increase of smart city policies around the world has meant that digital infrastructures play increasingly central roles for data collection and processing in contemporary city governance. …”
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Effective Strategies for Automatic Analysis of Acoustic Signals in Long-Term Monitoring by Dídac Diego-Tortosa, Danilo Bonanno, Manuel Bou-Cabo, Letizia S. Di Mauro, Abdelghani Idrissi, Guillermo Lara, Giorgio Riccobene, Simone Sanfilippo, Salvatore Viola

“…A proposal for efficient data processing is presented, structured in three steps: the first focuses on generating key metrics to replace space-consuming raw signals, the second addresses the treatment of these metrics for long-term studies, and the third outlines the creation of event detectors from the processed metrics. …”
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Water Consumption, Quantity and Quality of Wastewater and Sewage Sludge from Polish Dairies by Joanna Rodziewicz, Artur Mielcarek, Karolina Kłobukowska, Krzysztof Jóźwiakowski, Tadeusz Siwiec, Piotr Bugajski, Wojciech Janczukowicz

“…The ratio of the sludge to raw milk processing was between 0.137 and 7.927 kg of sludge per 100 L of milk processed. …”
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Identification of DCAF5 as a novel cancer prognostic and immunotherapy biomarker through pan-cancer analysis and renal clear cell carcinoma clinical data validation by Huaqing Yan, Liqi Zhang, Fan Xu, Tieding Chen, Rubing Li

“…Multiple public databases were used such as the UCSC Xena platform, The Cancer Genome Atlas, and the Genotype-Tissue Expression project. The raw data extracted from the UCSC Xena platform was subsequently processed utilizing online analytical tools to facilitate further in-depth examination. …”
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AI-integrated IQPD framework of quality prediction and diagnostics in small-sample multi-unit pharmaceutical manufacturing: Advancing from experience-driven to data-driven manufact... by Kaiyi Wang, Xinhai Chen, Nan Li, Huimin Feng, Xiaoyi Liu, Yifei Wang, Yanfei Wu, Yufeng Guo, Shuoshuo Xu, Lu Yao, Zhaohua Zhang, Jun Jia, Zhishu Tang, Zhisheng Wu

“…The pharmaceutical industry faces challenges in quality digitization for complex multi-stage processes, especially in small-sample systems. Here, an intelligent quality prediction and diagnostic (IQPD) framework was developed and applied to Tong Ren Tang's Niuhuang Qingxin Pills, utilizing four years of data collected from four production units, covering the entire process from raw materials to finished products. …”
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Assessing physical activity/behavior of adolescents living in the Pacific with accelerometer data: 231 GENEActiv records in New CaledoniaZenodoZenodoZenodoZenodoZenodoZenodoZenodo by Guillaume Wattelez, Stéphane Frayon, Olivier Galy

“…Moreover, since raw data with high granularity and continuous information is provided, studies interested in data processing and testing new methods on time series analyses can use the dataset.…”
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Application of Convolutional Neural Networks in an Automatic Judgment System for Tooth Impaction Based on Dental Panoramic Radiography by Ya-Yun Huang, Yi-Cheng Mao, Tsung-Yi Chen, Chiung-An Chen, Shih-Lun Chen, Yu-Jui Huang, Chun-Han Chen, Jun-Kai Chen, Wei-Chen Tu, Patricia Angela R. Abu

“…Furthermore, the entire process, from inputting a raw PANO image to completing the detection, takes only 4.4 s. …”
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Prospects for the discovery of strategic mineral deposits (Cu, Co, Ni, EPG, Sc, V, Li, REE, Sr, graphite, hydrocarbons) in the diamond-bearing areas of the South of Western Yakutia by P. A. Ignatov, R. U. Eremenko, A. V. Tolstov, I. M. Ovchinnikov

“…ALROSA also provided the results of thousands of XRF analyzes that were systematically selected when drilling exploratory wells for kimberlites. Data processing was carried out according to standard statistical analysis methods using the capabilities of the Excel program. …”
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Neuropsychological assessment in cognitively healthy nonagenarians and centenarians: an updated systematic review and meta-analysis by Carlotta Gualco, Paola Del Sette, Carlo Chiorri, Emilio Di Maria

“…All types of cohort studies were eligible. The data set from the previously published systematic review and the studies retrieved in the update process were pooled. …”
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GBM-Reservoir: Brain tumor (Glioblastoma Multiforme) MRI dataset collection with ground truth segmentation masksfigshare by Naida Solak, André Ferreira, Gijs Luijten, Behrus Puladi, Victor Alves, Jan Egger

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