Comparison of Machine Learning and Statistical Approaches of Detecting Anomalies Using a Simulation Study by Klaudia Lenart

“…The effectiveness of each method was evaluated based on measures of classification model performance. …”
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An Interpretable Combined Forecasting Method for Stock Market Based on Fuzzy Time Series Model and Linear-Trend Fuzzy Information Granulation by Jindong Feng, Zengtai Gong

“…The proposed model addresses two major limitations: the inability of conventional FTS models to effectively capture trend dynamics, and the limited capacity of the LFIG method to account for the influence of recent data. …”
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Design and Experimental Study of Composite Cross Arm Tension Release Device by Wenbin Li, Junzhe Lin, Xinlong Wang, Yanlin Li, Xiaolei Zhang, Junfeng Bai, Dehong Wang

“…The C-shaped rotating device features a 380 mm range of motion and effectively releases unbalanced tension during actual line operations. …”
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Performance Evaluation and Water Quality Index Analysis for Qandil Water Treatment Plant by Shuokr Q. Aziz, Imad A. Omar

“…A WTP's performance assessment is a method for measuring functioning efficiencies based on certain performance indices such as degree of removal of pollutants such as turbidity, color, suspended impurities, etc. …”
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Ethical-legal implications of AI-powered healthcare in critical perspective by Mohammad Nasir, Kaif Siddiqui, Samreen Ahmed

“…A review of the existing literature on AI in healthcare available on PubMed, Oxford Academic and Scopus revealed several common concerns regarding the relationship between AI, ethics, and healthcare—(i) the question of data: the choices inherent in collection, analysis, interpretation, and deployment of data inputted to and outputted by AI systems; (ii) the challenges to traditional patient-doctor relationships and long-held assumptions about privacy, identity and autonomy, as well as to the functioning of healthcare institutions. The potential benefits of AI’s application need to be balanced against the legal-ethical issues emanating from its use—bias, consent, access, privacy and cost—to guard against detrimental effects of uncritical AI use. …”
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The duration of hypothermia affects short-term neuroprotection in a mouse model of neonatal hypoxic ischaemic injury. by Eridan Rocha-Ferreira, Amy Vincent, Sarah Bright, Donald M Peebles, Mariya Hristova

“…We also observed improved functional outcome 7 days after HI. We suggest that the minimal period of cooling necessary to provide moderate short term neuroprotection and appropriate for the development and testing of combined treatment is 2h.…”
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Anisotropic atom motion on a row-wise antiferromagnetic surface by Felix Zahner, Soumyajyoti Haldar, Roland Wiesendanger, Stefan Heinze, Kirsten von Bergmann, André Kubetzka

“…For magnetic surfaces ab-initio calculations have predicted strong effects of the magnetic state onto adatom diffusion, but to date no corresponding experimental data exists. …”
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Development and Notch signaling requirements of the zebrafish choroid plexus. by Brent R Bill, Darius Balciunas, Joshua A McCarra, Eric D Young, Toua Xiong, Ashley M Spahn, Marta Garcia-Lecea, Vladimir Korzh, Stephen C Ekker, Lisa A Schimmenti

“…The CP has two primary functions, 1) to produce and regulate components of the cerebral spinal fluid, and 2) to inhibit entry into the brain of exogenous substances. …”
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Understanding the role of toggle genes in chronic lymphocytic leukemia proliferation by Olga Sirbu, Gunjan Agarwal, Alessandro Giuliani, Kumar Selvarajoo

“…Thus, toggle genes, although being random ON/OFF genes, show gene expression functional variability. These results suggest that toggle genes play an important role in shaping cell population plasticity.…”
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Development of Android-based Application for Mental Health Services in Butuan City, Philippines by Plender-Nabas Jenie L., Mulig Edzel, Olvido Desiree

“…This mobile application functions as an intermediary platform, allowing clients to conveniently search for mental health service providers, schedule appointments, and locate their physical office addresses. …”
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Migration as a security threat in the third decade of the 21st century by Izabela Szkurłat, Agnieszka Sałek-Imińska

“…It is therefore important that the functional levels (social, economic, cultural) of a community made up of natives and migrants do not create unnecessary risks. …”
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COMPARATIVE RESEARCH OF ENALAPRIL AND ATENOLOL ANTIHYPERTENSIVE EFFICACY IN HIGH RISK PATIENTS by O. M. Moiseeva, S. V. Villevalde, I. V. Emelyanov, T. G. Ivanova

“…Enalapril versus atenolol improved blood rheology, reduced functional leucocytes activity, plasma concentration of von Willebrand protein and intercellular adhesive molecules. …”
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Analytical staining of cellulosic materials: A Review by Martin A. Hubbe, Richard P. Chandra, Dilek Dogu, S. T. J. van Velzen

“…It is proposed here that successful staining ought to be viewed as being a three-dimensional phenomenon that depends on both the physical dimensions of the colored compounds and also on functional groups that influence their interactions with different components of lignocellulosic materials. …”
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Rethinking energy security in the condition of a rise in public–private partnership in energy: Fresh insights from new estimation by Le Thanh Ha

“…High energy efficiency increases the energy system's resilience by ensuring that systems with restricted funds continue functioning in the event of energy restrictions or global uncertainty.…”
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Enhancement of concrete performance with xanthan gum: potential of natural biopolymer by Bahiru Bewket Mitikie, Debebe Girma Geleta

“…However, the limited number of long-term studies poses challenges in fully understanding the durability and effectiveness of gum-modified concrete. The main objective of this study is to evaluate how Xanthan gum can improve the longevity and performance of concrete. …”
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Comparative studies of Taguchi dynamic analysis, statistical, and artificial neural networks for low-carbon steel corrosion inhibition in acidic media by Aprael S. Yaro, Anees A. Khadom, Saeed Rajab Yassen

“…Temperature had a greater effect on the %IE than inhibitor concentration, which was consistent with Taguchi's findings. …”
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A common origin for the bacterial toxin-antitoxin systems parD and ccd, suggested by analyses of toxin/target and toxin/antitoxin interactions. by Andrew B Smith, Juan López-Villarejo, Elizabeth Diago-Navarro, Lesley A Mitchenall, Arjan Barendregt, Albert J Heck, Marc Lemonnier, Anthony Maxwell, Ramón Díaz-Orejas

“…While a common structural fold seemed at odds with the two clearly different modes of action of these toxins, the possibility of functional crosstalk between the parD and ccd systems, which would further point to their common evolutionary origin, has not been documented. …”
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Data Control Wars: Collaborative Fiction, Transition Design and Technological Sovereignty by Andreu Belsunces Gonçalves, Grace Polifroni Turtle, Antonio Calleja, Raul Nieves Pardo, Bani Brusadin, Ignasi Ayats Soler

“…This article presents the Data Control Wars case study and explains its functioning. Moreover, it sets out the theoretical scaffolding – which goes from post-human philosophy to critical design passing through the sociology of expectations – that supports it and presents some of the results. …”
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Digestive Manifestations of Post-COVID-19: A Focus on Therapeutic Strategies by Cristina Stasi, Massimo Bellini

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Onboard Decision-making System of Unmanned Mine Truck by WANG Jia, HUANG Jiade, LIU Zhicong, HUANG Peng, LYU Liang

“…In order to further improve the safety and efficiency of the system, this paper focuses on the two core functions of behavior decision-making and motion planning under the mining truck independent decision-making method of the vehicle decision-making system. …”
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