Online clustering with interpretable drift adaptation to mixed features by Flavio Corradini, Vincenzo Nucci, Marco Piangerelli, Barbara Re

“…The dynamic nature of the environments that produce these data means that their behavior is time-dependent. Consequently, treating data streams as static entities is no longer effective. …”
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A Novel Multi-Fidelity Support Vector Classification Method for Boundary Prediction in Engineering Applications by Jinliang Luo, Lingzhi Liu, Youwei He, Kuan Tan

“…Our novel method addresses this limitation by integrating a strategy for managing the data imbalance. By effectively treating data imbalance, our approach significantly improves the classification and boundary prediction capabilities of the model. …”
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BioBricks.ai: a versioned data registry for life sciences data assets by Yifan Gao, Zakariyya Mughal, Jose A. Jaramillo-Villegas, Jose A. Jaramillo-Villegas, Marie Corradi, Alexandre Borrel, Ben Lieberman, Suliman Sharif, John Shaffer, Karamarie Fecho, Karamarie Fecho, Ajay Chatrath, Alexandra Maertens, Marc A. T. Teunis, Nicole Kleinstreuer, Thomas Hartung, Thomas Hartung, Thomas Luechtefeld, Thomas Luechtefeld

“…Bricks can be combined programmatically to build composite resources; benchmark use‑cases show that assembling multi‑dataset analytic cohorts is reduced from days to minutes compared with bespoke scripts.DiscussionBioBricks.ai accelerates data access, promotes reproducible workflows, and lowers the barrier for integrating heterogeneous public datasets. By treating data as version‑controlled software, the platform encourages community contributions and reduces redundant engineering effort. …”
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Bayesian Time Series Modelling with Wavelet Analysis for Forecasting Monthly Inflation by taha ali, Heyam Hayawi, Hunar Hamza

“…This article treats data noise and outliers in Bayesian ARIMA models through wavelet analysis. …”
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Proposed Quality Control Charts Using Haar Wavelet Coefficients for Enhanced Production Monitoring by Sarah Ameen, taha ali

“…For the first time, the universal threshold method to treat data noise was used to create control limits in the proposed charts. …”
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Data Management Practices and Perspectives of Atmospheric Scientists and Engineering Faculty. by Christie Wiley, William H. Mischo

“…One clear observation from the interviews was that scientists and engineers take a holistic view of the research lifecycle and treat data as one of many elements in the scholarly communication workflow. …”
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Big Data Analytics Capabilities and Firm Competitiveness in The Digital Age: A Socio-Economic Perspective from Emerging Markets by Eko Cahyo Mayndarto

“…Driven by increasing business complexity and rapid technological advancement, firms are compelled to treat data as a strategic asset for decision-making. …”
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The profitability of P.G. 600® in well managed sow herd by Miran KASTELIC, Stane KOŠOROK

“…Control group, 503 animals, was not treated. Data were evaluated according to four seasons: spring, summer, autumn and winter. …”
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Plastic surgery treatment approaches and results for ganglion cysts: retrospective analysis of 1,784 patients by Azimet Ozdemir, Semra Bulbuloglu, Fadime Cinar

“…Patients were followed up from at least 6 months to 5 years after the primary ganglion cyst was treated. Data collection was retrospectively extracted from the patient records of the clinic where the study was conducted. …”
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Molecular Characterization and Plant Growth Promoting Efficacy of Rhizobium sp. from Sesbania Root Nodule Adopted from Madurai Region, Tamil Nadu, India by N. Sumathy, Rajesh Kannan Velu

“…Both Rhizobium sp. treated data on plant growth, nodulation, and LHB content were found to be statistically significant at 0.05. …”
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Debridement, Antibiotics, and Implant Retention (DAIR) vs 1.5-Stage Revision vs 2-Stage Revision in Periprosthetic Ankle Joint Infection: A Systematic Review by Antonio Izzo MD, Claudia Carbone MD, Enrico Festa MD, Giovanni Balato MD, PhD, Massimo Mariconda MD, François Lintz MD, PhD, Alessio Bernasconi MD, PhD

“…Multiple databases were searched including clinical studies in which PJI after TAR was diagnosed and treated. Data were harvested regarding the cohort, the study design, the diagnostic criteria and the surgical treatment for PJI. …”
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Do perceived social support mitigate the influence of infertility stigma on fertility quality of life? by Saher Al Sabbah, Ansarullah Tantry, Lisa Bayliss-Pratt

“…Structural Equation Modeling (SEM) was used to treat data.ResultsIt was seen that infertility stigma and perceived social support had an impact on fertility quality of life, either directly or indirectly. …”
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A holistic approach to promoting early child development: a cluster randomised trial of a group-based, multicomponent intervention in rural Bangladesh by Stephen P Luby, Mahbubur Rahman, Fahmida Tofail, Lia CH Fernald, Esther O Chung, Helen O Pitchik, Fahmida Akter, Jesmin Sultana, Abul Kasham Shoab, Tarique Md. Nurul Huda, Tania Jahir, Md Ruhul Amin, Md Khobair Hossain, Jyoti Bhushan Das, Kendra A Byrd, Farzana Yeasmin, Laura H Kwong, Jenna E Forsyth, Malay K Mridha, Peter J Winch

“…Analyses were intention to treat. Data collectors were independent from implementers.Results In July–August 2017, 621 pregnant women and primary caregivers of children<15 months were enrolled (group n=160, combined n=160, control n=301). …”
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Changes in CD and Correlation with Hepatic Insulin Resistance Index and Triacylglycerol 36 Level in Liver of Malarial Infected Mice Treated with Phyllanthus amarus

“…Blood sample was collected by cardiac puncture and centrifuged to obtain serum which was used for the assay of serum CD36, glucose and insulin, while, liver of each mouse was excised and processed for the assay of varying doses (150, 300 and 450mg/kg/d) of Phyllanthus amarus crude ethanolic leaf extract to experimental mice infected with P. berghei malarial parasite for seven days maintained serum soluble CD36 (3.40±0.52pg/ml, 3.47±0.46pg/ml and 3.37±0.46pg/ml), hepatic insulin resistance index (0.85±0.10, 0.77±0.17 and 0.82±0.13) and liver triacylglycerol (134.33±15.95mg/dl, 174.00±11.27mg/dl and 163.67±11.02mg/dl) levels, respectively, in trends that compared well with the Control and chloroquine – treated data ( C D 3 6 = 3.03±0.12pg/ml, liver TAG = 139.33±12.01, HIR index = 0.64±0.07). …”
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