Monitoring water crisis from space across a Mediterranean region by Wassim Mohamed Baba, Abdelghani Chehbouni, Youness Ouassanouan, Simon Gascoin, Marc Paganini, Giuseppe Ottavianelli, Zoltan Szantoi

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STID-Net: Optimizing Intrusion Detection in IoT with Gradient Descent by James Deva Koresh Hezekiah, Usha Nandini Duraisamy, Kalaichelvi Nallusamy, Avudaiammal Ramalingam, Saranya Chandran, Murugesan Rajeswari Thiyagupriyadharsan, Periasamy Selvaraju, Rajagopal Maheswar

“…Existing methods often struggle in capturing complex and irregular patterns from dynamic intrusion data, making them not suitable for different IoT applications. …”
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PyReX: A Recursion Based Crossover Detection Algorithm in Python for Along‐Track Geophysical Measurements by K. V. N. G. Vikram, D. V. P. Krishna, K. M. Sreejith

“…We further demonstrate that PyReX significantly improves the computation speed for high frequency along‐track measurements from satellite altimeters and ship‐borne gravity data compared to existing algorithms. PyReX is a flexible, open‐source code that could be easily customized for variety of applications involving large‐scale track‐line data sets.…”
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Drug-induced herpes zoster: a pharmacovigilance analysis of FDA adverse event reports from 2004 to 2024 by Jiali Xia, Jing Zhang, Hongyu Zhu, Li Ding

“…This research utilized data from the FDA Adverse Event Reporting System (FAERS) to examine the prevalence and attributes of drug-induced herpes zoster.MethodsWe analyzed FAERS reports about zoster from Q1 2004 to Q3 2024 and developed a list of possible pathogenic agents. …”
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Sexual dimorphism of the human corpus callosum: Digital morphometric study by Spasojević Goran, Stojanović Zlatan, Šuščević Dušan, Malobabić Slobodan

“…An analysis of these changes requires data about sexual dimorphism of the corpus callosum, which we tried to obtain in our study. …”
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Toward learning steelmaking—A review on machine learning for basic oxygen furnace process by Maryam Khaksar Ghalati, Jianbo Zhang, G. M. A. M. El‐Fallah, Bogdan Nenchev, Hongbiao Dong

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Novel Real-Time Acoustic Power Estimation for Dynamic Thermoacoustic Control by Eduardo Pilo de la Fuente, Jaime Gros, María Antonia Simón Rodríguez, Ana-Isabel Velasco, Carmen Iniesta

“…This paper presents a new procedure for the real-time processing and analysis of data from thermoacoustic systems. The approach focuses on continuously acquiring and adjusting measurements of acoustic wave pressure, enabling the instantaneous estimation of acoustic power. …”
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Machine learning based gut microbiota pattern and response to fiber as a diagnostic tool for chronic inflammatory diseases by Miad Boodaghidizaji, Thaisa Jungles, Tingting Chen, Bin Zhang, Tianming Yao, Alan Landay, Ali Keshavarzian, Bruce Hamaker, Arezoo Ardekani

“…Furthermore, applying machine learning to microbiome data to distinguish UC from CD yielded a prediction accuracy of up to 90%.…”
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Securing Decentralized Ecosystems: A Comprehensive Systematic Review of Blockchain Vulnerabilities, Attacks, and Countermeasures and Mitigation Strategies by Md Kamrul Siam, Bilash Saha, Md Mehedi Hasan, Md Jobair Hossain Faruk, Nafisa Anjum, Sharaban Tahora, Aiasha Siddika, Hossain Shahriar

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Framework of SAGI Agriculture Remote Sensing and Its Perspectives in Supporting National Food Security by Yun SHI, Shun-ping JI, Xiao-wei SHAO, Hua-jun TANG, Wen-bin WU, Peng YANG, Yong-jun ZHANG, Shibasaki Ryosuke

“…The prototypes of SAGI agriculture remote sensing are first described, followed by a discussion of the key techniques used in joint data processing, image sequence registration and data assimilation. …”
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¿Qué hacer con textos que no se pueden publicar? Datos derivados, criterios FAIR y TEI by José Calvo Tello, Nanette Rißler-Pipka

“…In certain circumstances, data prepared by projects cannot be published openly. …”
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Combination of Artificial Neural Network and Particle Swarm Intelligence Algorithm for Diagnosing Diabetes by Cillian Thompson, Oscar Higgins

“…Data mining is an appropriate approach for uncovering information and hidden patterns within extensive datasets that are not readily detectable through conventional methodologies. …”
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Finger tracking for wearable VR glove using flexible rack mechanism by Roshan Thilakarathna, Maroay Phlernjai

“…Background: With the increasing prominence of hand and finger motion tracking in virtual reality (VR) applications and rehabilitation studies, data gloves have emerged as a prevalent solution. …”
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Selection of reference genes in Thermothelomyces fergusii: insights from genomic and expression analysis in response to different carbon sources by Abdul Waheed, Yi Chen, Hafiz Muhammad Rizwan, Muhammad Adnan, Xuekun Ma, Gang Liu

“…Consistently, EF1, GAPDH, and 18 S-3 were identified as reliable reference genes by the geometric mean of ranking values from Pearson correlation coefficient (r) analysis of pooled data, ranking values of RefFinder in pooled data, and NormFinder of pooled data. …”
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Comparison and Optimization of Generalized Stamping Machine Fault Diagnosis Models Using Various Transfer Learning Methodologies by Po-Wen Hwang, Yuan-Jen Chang, Hsieh-Chih Tsai, Yu-Ta Tu, Hung-Pin Yang

“…Vibration data, acquired using accelerometers strategically placed at two distinct sensor locations on each machine, serve as the primary input for the model. …”
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Prospects of materials genome engineering frontiers by Jianxin Xie

“…In the present perspective, the author reflects on the major achievements already made in five sub‐domains, including high‐efficiency materials computation and design, revolutionary experimental technologies, materials big data technologies, research and development of advanced materials, and industrial applications. …”
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Protezione dei dati personali, etica, proprietà intellettuale e antropologia culturale e sociale in Italia by Francesca Declich

“…The General Data Protection Regulation entered into force in 2018 changed the way in which the rights and freedoms of the data subjects who release their personal data are conceived. …”
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Analytics-Enabled Adaptive Business Architecture Modeling by Shreya Srinivas, Asif Qumer Gill, Terry Roach

“…The proposed approach seems feasible to process business architecture data for generating essential insights and actions for adaptation.…”
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To explore the prognostic efficacy and mechanism of ABCC5 clinical scoring model in hepatocellular carcinoma by Yu Deng, Ning Yang, Ning Yang, Chengyu Huang, Chengyu Huang, Meiting Long, Meiting Long, Junming Wu, Junming Wu, Ke Mo, Ke Mo, Zijun Li

“…It aims to explore ABCC5 role and prognostic value in HCC and uses the DrugBank database to identify potential therapeutic drugs targeting ABCC5, assessing its potential as a biomarker and treatment target for HCC.MethodsRNA-seq and clinical data from TCGA-LIHC and GSE76427 were analyzed to identify ABCC5-associated differentially expressed genes and miRNAs. …”
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Provident garbage collection algorithm for SSD storage system by Xuezhen TU, Zhenjiang Huang, Zhengguang CHEN

“…A predictive based proactive garbage collection algorithm was proposed.Firstly,the data was separated according to different heat factors,then the upper and lower predictions were performed on the number of different types of page allocation requests (PAR) that would be reached in the future.While satisfying the page allocation request lower prediction,the PAR upper prediction requirement was maximally satisfied,the WA problem was optimized,and invalid effective data migration was reduced,thereby maximizing the garbage collection utility.A mathematical model was defined for this problem,and an algorithm for obtaining the approximate optimal solution was given.The applicable scenario of the model was analyzed.The practical results show that the algorithm can obtain the maximum benefit and can significantly improve the performance of SSD and reduce the cost.…”
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