Výsledky vyhledávání - "BEST practices"

Trauma does not Quarantine: Violence during the COVID-19 Pandemic Autor Hatchimonji, Justin S, Swendiman, Robert A, Seamon, Mark J, Nance, Michael L

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The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink Autor Patterson, David, Gonzalez, Joseph, Holzle, Urs, Le, Quoc, Liang, Chen, Munguia, Lluis-Miquel, Rothchild, Daniel, So, David R., Texier, Maud, Dean, Jeff

“…Machine learning (ML) workloads have rapidly grown, raising concerns about their carbon footprint. We show four best practices to reduce ML training energy and…”
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Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications Autor Samek, Wojciech, Montavon, Gregoire, Lapuschkin, Sebastian, Anders, Christopher J., Muller, Klaus-Robert

“…With the broader and highly successful usage of machine learning (ML) in industry and the sciences, there has been a growing demand for explainable artificial…”
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Closing the Productivity Gap: Improving Worker Productivity Through Public Relative Performance Feedback and Validation of Best Practices Autor Song, Hummy, Tucker, Anita L., Murrell, Karen L., Vinson, David R.

“…Public relative performance feedback (RPF) on an individual worker’s productivity metrics is used in various organizations with the hopes of improving worker…”
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Reporting animal research: Explanation and elaboration for the ARRIVE guidelines 2.0 Autor Percie du Sert, Nathalie, Ahluwalia, Amrita, Alam, Sabina, Avey, Marc T., Baker, Monya, Browne, William J., Clark, Alejandra, Cuthill, Innes C., Dirnagl, Ulrich, Emerson, Michael, Garner, Paul, Holgate, Stephen T., Howells, David W., Hurst, Viki, Karp, Natasha A., Lazic, Stanley E., Lidster, Katie, MacCallum, Catriona J., Macleod, Malcolm, Pearl, Esther J., Petersen, Ole H., Rawle, Frances, Reynolds, Penny, Rooney, Kieron, Sena, Emily S., Silberberg, Shai D., Steckler, Thomas, Würbel, Hanno

“…Improving the reproducibility of biomedical research is a major challenge. Transparent and accurate reporting is vital to this process; it allows readers to…”
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Do growth mindset interventions impact students' academic achievement? A systematic review and meta-analysis with recommendations for best practices Autor Macnamara, Brooke N, Burgoyne, Alexander P

“…According to mindset theory, students who believe their personal characteristics can change-that is, those who hold a growth mindset-will achieve more than…”
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Solid waste management in the context of the waste hierarchy and circular economy frameworks: An international critical review Autor Awino, Florence Barbara, Apitz, Sabine E.

“…Growing populations and consumption drive the challenges of solid waste management (SWM); globalization of transport, food production, and trade, including…”
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Marketing survey research best practices: evidence and recommendations from a review of JAMS articles Autor Hulland, John, Baumgartner, Hans, Smith, Keith Marion

“…Survey research methodology is widely used in marketing, and it is important for both the field and individual researchers to follow stringent guidelines to…”
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Mass spectrometry-based metabolomics: a guide for annotation, quantification and best reporting practices Autor Alseekh, Saleh, Aharoni, Asaph, Brotman, Yariv, Contrepois, Kévin, D'Auria, John, Ewald, Jan, C Ewald, Jennifer, Fraser, Paul D, Giavalisco, Patrick, Hall, Robert D, Heinemann, Matthias, Link, Hannes, Luo, Jie, Neumann, Steffen, Nielsen, Jens, Perez de Souza, Leonardo, Saito, Kazuki, Sauer, Uwe, Schroeder, Frank C, Schuster, Stefan, Siuzdak, Gary, Skirycz, Aleksandra, Sumner, Lloyd W, Snyder, Michael P, Tang, Huiru, Tohge, Takayuki, Wang, Yulan, Wen, Weiwei, Wu, Si, Xu, Guowang, Zamboni, Nicola, Fernie, Alisdair R

“…Mass spectrometry-based metabolomics approaches can enable detection and quantification of many thousands of metabolite features simultaneously. However,…”
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The Expectancy‐Disconfirmation Model and Citizen Satisfaction with Public Services: A Meta‐analysis and an Agenda for Best Practice Autor Zhang, Jiasheng, Chen, Wenna, Petrovsky, Nicolai, Walker, Richard M.

“…The expectancy‐disconfirmation model has become the predominant approach in explaining citizen satisfaction with public services. It posits that citizens…”
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Reporting effect sizes in original psychological research: A discussion and tutorial Autor Pek, Jolynn, Flora, David B

“…Statistical practice in psychological science is undergoing reform which is reflected in part by strong recommendations for reporting and interpreting effect…”
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Great Science Lost to Couriers: A Discussion of Best Practices for Shipping Scientific Research Materials at the 2025 Aquatic Sciences Meeting Autor Hewson, Ian, Evans, Thomas M

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TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation Autor Muller, Samuel G., Hutter, Frank

“…Automatic augmentation methods have recently become a crucial pillar for strong model performance in vision tasks. While existing automatic augmentation…”
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HESS Opinions: Never train a Long Short-Term Memory (LSTM) network on a single basin Autor Kratzert, Frederik, Gauch, Martin, Klotz, Daniel, Nearing, Grey

“…Machine learning (ML) has played an increasing role in the hydrological sciences. In particular, Long Short-Term Memory (LSTM) networks are popular for…”
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Simulation in Social Work Education: A Scoping Review Autor Kourgiantakis, Toula, Sewell, Karen M., Hu, Ran, Logan, Judith, Bogo, Marion

“…Purpose: This article presents a scoping review that synthesized empirical studies on simulation in social work (SW) education. The review maps the research…”
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MetPy: A Meteorological Python Library for Data Analysis and Visualization Autor May, Ryan M., Goebbert, Kevin H., Thielen, Jonathan E., Leeman, John R., Camron, M. Drew, Bruick, Zachary, Bruning, Eric C., Manser, Russell P., Arms, Sean C., Marsh, Patrick T.

“…MetPy is an open-source, Python-based package for meteorology, providing domain-specific functionality built extensively on top of the robust scientific Python…”
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Common principles and best practices for engineering microbiomes Autor Lawson, Christopher E, Harcombe, William R, Hatzenpichler, Roland, Lindemann, Stephen R, Löffler, Frank E, O'Malley, Michelle A, García Martín, Héctor, Pfleger, Brian F, Raskin, Lutgarde, Venturelli, Ophelia S, Weissbrodt, David G, Noguera, Daniel R, McMahon, Katherine D

“…Despite broad scientific interest in harnessing the power of Earth's microbiomes, knowledge gaps hinder their efficient use for addressing urgent societal and…”
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Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development Autor Bradshaw, Tyler J, Boellaard, Ronald, Dutta, Joyita, Jha, Abhinav K, Jacobs, Paul, Li, Quanzheng, Liu, Chi, Sitek, Arkadiusz, Saboury, Babak, Scott, Peter J H, Slomka, Piotr J, Sunderland, John J, Wahl, Richard L, Yousefirizi, Fereshteh, Zuehlsdorff, Sven, Rahmim, Arman, Buvat, Irène

“…The nuclear medicine field has seen a rapid expansion of academic and commercial interest in developing artificial intelligence (AI) algorithms. Users and…”
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A Review of the Quality Indicators of Rigor in Qualitative Research Autor Johnson, Jessica L., Adkins, Donna, Chauvin, Sheila

“…Attributes of rigor and quality and suggested best practices for qualitative research design as they relate to the steps of designing, conducting, and…”
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Crisis communication, learning and responding: Best practices in social media Autor Lin, Xialing, Spence, Patric R., Sellnow, Timothy L., Lachlan, Kenneth A.

“…As noted by Seeger (2006) the notion of best practices is often use to improve professional practice; to create research and functional recommendations to use…”
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