Search Results - S.I.: From Theory to Practice: Real-World Applications of AI in Data Science

Intelligent data analysis for real-life applications; theory and practice

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Bias analysis of AI models for undergraduate student admissions by Van Busum, Kelly, Fang, Shiaofen

“… Admissions data spanning six years was used to create an AI model to determine whether a given student would be directly admitted into the School of Science under various scenarios at a large urban research university…”
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Knowledge distillation vulnerability of DeiT through CNN adversarial attack by Hong, Inpyo, Choi, Chang

“… The successful application of transformer models in computer vision has led to the development of new models that incorporate this structure…”
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Real-World Applications of Continual Learning: From Theory to Practice by Kumar, Tajinder, Kait, Ramesh, Ankita, Rani, Sunita

“… We highlight the advantages, constraints, and lessons discovered while implementing continuous learning in real-world situations by looking at these applications…”
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A novel feature selection method based on adaptive search particle swarm optimization by Han, Fei, Wang, Yi-Huai, Li, Fan-Yu

“…As an effective method for data dimensionality reduction, feature selection could improve the classification accuracy and reduce the computational cost when dealing with high-dimensional data…”
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Graph-level heterogeneous information network embeddings for cardholder transaction analysis by Damoun, Farouk, Seba, Hamida, Hilger, Jean, State, Radu

“…Graph-related applications, including classification, regression, and clustering, have seen significant advancements with the development of graph neural networks (GNNs…”
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Evolutionary extreme learning machine based on an improved MOPSO algorithm by Ling, Qinghua, Tan, Kaimin, Wang, Yuyan, Li, Zexu, Liu, Wenkai

“…Extreme learning machine (ELM), as a single hidden layer feedforward neural network (SLFN), has attracted extensive attention because of its fast learning…”
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From theory to practice: Real-world applications of scientific pricing across different industries by Valkov, Theodore

“… This paper will review the key pricing models and analytics in industry use, and provide examples of their application…”
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From theory to practice: Real-world applications of social work principles

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From theory to practice: Real-world applications of social work principles

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Bridging theory and practice: A comprehensive review of virtual power plant technologies and their real-world applications by Esfahani, Moein, Alizadeh, Ali, Cao, Bo, Kamwa, Innocent, Xu, Minghui

“…The integration of Distributed Energy Resources (DERs), particularly Renewable Energy Sources (RESs), into power systems has seen a significant increase in the…”
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From Theory to Practice: The Use of Real-World Data to Evaluate New Heart Failure Therapies by DeVore, Adam D, Hernandez, Adrian F

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PMU121 APPLICATION OF REAL-WORLD DATA FROM MEDICAL BIG-DATA PLATFORM IN REAL WORLD EVIDENCE GENERATION: A PRACTICE IN POST-MARKETING RESEARCH IN CHINA by Wang, Y., Xing, Y., Wu, Y., Yuan, N., Wang, F., Jiang, B., Xiong, T.

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Mapping out a dot-com From theory to practice Real-world application: Scholar Ravi Kalakota explains the steps he took to launch hsupply.com: Home Edition by Holsendolph, Ernest

“…: Roadmap for Success," left his post to put his theories to the test. / KENT D. JOHNSON / Staff Graphic ABOUT RAVI KALAKOTA Age: 33 Born: India Education: Ph.D…”
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Multicenter Next-Generation Sequencing Studies between Theory and Practice: Harmonization of Data Analysis Using Real-World Myelodysplastic Syndrome Data by Sandmann, Sarah, de Graaf, Aniek O, Tobiasson, Magnus, Kosmider, Olivier, Abáigar, María, Clappier, Emmanuelle, Gallì, Anna, van der Reijden, Bert A, Malcovati, Luca, Fenaux, Pierre, Díez-Campelo, María, Fontenay, Michaela, Hellström-Lindberg, Eva, Jansen, Joop H, Dugas, Martin

“… Laboratories follow their own best practices, analyzing their own target regions. The question on how to best integrate data from different sites remains unanswered…”
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When is the evidence sufficiently supportive of real‐world application? Evidence‐based practices, open science, clinical readiness level by Shaw, Steven R., Pecsi, Sierra

“…Evidence‐based interventions are the standard for school psychology practice. Yet, how do professionals know when research scope, relevance, transparency, and quality are ready for real‐world application…”
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Application of Real-World Problems in Computer Science Education: Teachers' Beliefs, Motivational Orientations and Practices by Ferreira, Deller James, Ambrósio, Ana Paula Laboissière, Melo, Tatiane F. N

“… This article investigates correlations between teachers' motivational orientations, beliefs and practices with respect to the application of real-world problems in undergraduate courses…”
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Perioperative mortality following repair of abdominal aortic aneurysms: application of a randomized clinical trial to real-world practice using a validated nationwide data set by Malas, Mahmoud, Arhuidese, Isibor, Qazi, Umair, Black, James, Perler, Bruce, Freischlag, Julie A

“…) of abdominal aortic aneurysms (AAA) may not be applicable to real-world vascular surgical practice…”
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PMU121 APPLICATION OF REAL-WORLD DATA FROM MEDICAL BIG-DATA PLATFORM IN REAL WORLD EVIDENCE GENERATION: A PRACTICE IN POST-MARKETING RESEARCH IN CHINA by Wang, Y, Xing, Y, Wu, Y, Yuan, N, Wang, F, Jiang, B, Xiong, T

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Sharing Patient-Controlled Real-World Data Through the Application of the Theory of Commons: Action Research Case Study by Hager, Andreas, Lindblad, Staffan, Brommels, Mats, Salomonsson, Stina, Wannheden, Carolina

“… Patients may also share real-world data with other stakeholders to promote individual and population health…”
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