Privacy-Preserving Keyword Search With Access Control for Secret Sharing-Based Data Outsourcing by Ahmad Akmal Aminuddin Mohd Kamal, Masamune Okada, Masaya Fujisawa

“…Searchable encryption, also known as secure search, is a technology that enables search operations on encrypted data while maintaining confidentiality. …”
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Should data from demographic surveillance systems be made more widely available to researchers? by Daniel Chandramohan, Kenji Shibuya, Philip Setel, Sandy Cairncross, Alan D Lopez, Christopher J L Murray, Basia Zaba, Robert W Snow, Fred Binka

“…Basia Zaba and colleagues argue that the major obstacles to DSS sites sharing data are technical, managerial, and financial rather than proprietorial concerns about analysis and publication. …”
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An ensemble model for predicting dyslipidemia using 3-years continuous physical examination data by Naiwen Zhang, Xiaolong Guo, Xiaxia Yu, Zhen Tan, Zhen Tan, Feiyue Cai, Feiyue Cai, Ping Dai, Jing Guo, Guo Dan

“…Area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA) were used to evaluate the model.ResultsExperimental results show that the ensemble model achieves superior performance across several metrics, achieving an AUC of 0.88 ± 0.01 (P < 0.001), surpassing the base learners by margins of 0.04 to 0.20. …”
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Association between monocyte-to-lymphocyte ratio and cardiovascular diseases: insights from NHANES data by Xiaowan Li, Liyan Zhang, Yingying Du, Yiru Shen, Yuanzhi Gong, Junjie Wang, Juan Zhou, Sheng Wang

“…Furthermore, interaction tests and subgroup analysis were performed. Diagnostic capacities were also predicted and compared using receiver operating characteristic (ROC) curves. …”
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Effect of music listening on delirium after hip fracture operations (MLDHFO) in a regional hospital in Taiwan: a randomised controlled trial protocol by Ling Wang, Lin-Yu Chao, Chun-Chih Lin, Hsing-Ju Lu, Jiun-Liang Chen, Han-Chang Ku

“…This trial aims to evaluate the effect of perioperative music listening on postoperative delirium in patients with femur fracture undergoing surgery.Methods and analysis The music listening on clinical outcome after hip fracture operations study is an investigator-initiated, randomised controlled, clinical trial. 102 patients with femur fracture meeting eligibility criteria will be randomised to the music listening intervention or control group with concealed allocation. …”
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Outlier Detection and Correction in Smart Grid Energy Demand Data Using Sparse Autoencoders by Levi da Costa Pimentel, Ricardo Wagner Correia Guerra Filho, Juan Moises Mauricio Villanueva, Yuri Percy Molina Rodriguez

“…The implementation of smart grids introduces complexities where data quality issues, particularly outliers, pose significant challenges to accurate data analysis. …”
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Conceptual approaches to transforming budgeting procedures on the basis of opportunities provided by big data technologies by E. D. Novikova

“…In today’s economic circumstances the needs of accounts and finance experts in data keep on transforming and expanding. Turbulence of external environment stipulates the growth in volatility and uncertainty in operative environment removing the vector of objectives for accounting and budgeting. …”
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Ciphertext policy hidden access control scheme based on blockchain and supporting data sharing by Ruizhong DU, Tianhe ZHANG, Pengliang SHI

“…Objectives: Although the traditional attribute-based encryption scheme achieves one-to-many access control,there are still challenges such as single point of failure,low efficiency,no support for data sharing,and privacy leakage.To solve these problems,a ciphertext policy hidden access control scheme based on blockchain and supporting data sharing is proposed. …”
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Food Safety Practices and Associated Factors in Food Operators: A Cross-Sectional Survey in the Students’ Cafeteria of Woldia University, North Eastern Ethiopia by Silamlak Birhanu Abegaz

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Estimation of surface duct parameters using AIS data based on Bayesian inversion method by Hong-Guang Wang, Li-Jun Zhang, Jie Han, Li-Feng Huang, Qing-Lin Zhu

“…Initially, preliminary data on surface-based duct and elevated-surface duct parameters are acquired from historical sounding data, followed by correlation analysis and probability density distribution fitting of these surface duct parameters. …”
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An association rule-based approach for frequent item mining of multi-stage access data by Silong Wu

“…Therefore, a multi-stage frequent item mining method for accessing data based on association rules is proposed. By applying the concepts of clustering analysis and Boolean vector operation, the Apriori algorithm for association rules is improved. …”
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Machine Learning Approaches for Data-Driven Self-Diagnosis and Fault Detection in Spacecraft Systems by Enrico Crotti, Andrea Colagrossi

“…Fault scenarios are defined based on potential failures in these elements, guiding the data-driven feature extraction and labeling process. …”
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Secure data transmission through fractal-based cryptosystem: a Noor iteration approach by Deepak Negi, Rajiv Kumar, Vijay Kumar, Arvind Dhaka

“…Abstract The data must be protected from cyber-attacks that benefit from the weaknesses of the databases. …”
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Modelling the Temperature of a Data Centre Cooling System Using Machine Learning Methods by Adam Kula, Daniel Dąbrowski, Marcin Blachnik, Maciej Sajkowski, Albert Smalcerz, Zygmunt Kamiński

“…It even becomes more challenging when dealing with an operating data centre. To achieve that goal without compromising the working conditions of the compute resources, a temperature model is needed that estimates the temperature within the hot corridor of the cooling system based on the properties of the external weather conditions and internal conditions such as server energy consumption, and cooling system state. …”
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Patients in palliative care-Development of a predictive model for anxiety using routine data. by Sonja Hofmann, Stephanie Hess, Carsten Klein, Gabriele Lindena, Lukas Radbruch, Christoph Ostgathe

“…<h4>Results</h4>An analysis of 9924 data sets suggests a predictive model for anxiety in patients receiving palliative care which contains gender, age, ECOG, living situation, pain, nausea, dyspnea, loss of appetite, tiredness, need for assistance with activities of daily living, problems with organization of care, medication with sedatives/anxiolytics, antidepressants, antihypertensive drugs, laxatives, and antibiotics. …”
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Enhancing Quality Control of Packaging Product: A Six Sigma and Data Mining Approach by Resty Ayu Ramadhani, Rina Fitriana, Anik Nur Habyba, Yun-Chia Liang

“… Six Sigma is of paramount importance to organizations as it provides a structured and data-driven approach, fostering continuous improvement, minimizing defects, and optimizing processes to meet and exceed customer expectations. …”
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Data fitting and optimal control strategies for HBV acute patient cases in the United States by Xuebing Chen, Yong Li, Nurbek Azimaqin, Yan Wu, Changlei Tan, Xuyue Duan, Yiyi Yuan

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Physics‐Based Approach to Thermospheric Density Estimation Using CubeSat GPS Data by Shaylah M. Mutschler, Penina Axelrad, Eric K. Sutton, Dallas Masters

“…This paper provides a direct comparison of estimated density, derived by our new method, to HASDM and Swarm mission derived density. A propagation analysis is also executed by comparing the CubeSat POD data to orbits propagated using our estimated density versus HASDM density. …”
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Boosting grapevine phenological stages prediction based on climatic data by pseudo-labeling approach by Mehdi Fasihi, Mirko Sodini, Alex Falcon, Francesco Degano, Paolo Sivilotti, Giuseppe Serra

“…This paper proposes a semi-supervised approach that begins with a small set of labeled phenological stage examples and automatically generates new annotations for large volumes of unlabeled climatic data. This approach aims to address key challenges in phenological analysis. …”
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Prediction of acute skin toxicity in tomotherapy of breast cancer using skin DVH data by Pegah Saadatmand, Arman Esmailzadeh, Seied Rabi Mahdavi, Alireza Nikoofar, Seyede Zohreh Jazaeri, Golbarg Esmaili, Soheil Vejdani

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