Resultados da pesquisa - "Data Science"

Metalearning Applications to Automated Machine Learning and Data Mining / Por Brazdil, Pavel, van Rijn, Jan N., Soares, Carlos, Vanschoren, Joaquin

Sumário: “...Introduction -- Part I, Basic Architecture of Metalearning and AutoML Systems -- Metalearning Approaches for Algorithm Selection I -- Evaluating Recommendations of Metalearning / AutoML Systems -- Metalearning Approaches for Algorithm Selection II -- Automating Machine Learning (AutoML) and Algorithm Configuration -- Dataset Characteristics (Metafeatures) -- Automating the Workflow / Pipeline Design -- Part II, Extending the Architecture of Metalearning and AutoML Systems -- Setting Up Configuration Spaces and Experiments -- Using Metalearning in the Construction of Ensembles -- Algorithm Recommendation for Data Streams -- Transfer of Metamodels Across Tasks -- Automating Data Science -- Automating the Design of Complex Systems -- Repositories of Experimental Results (OpenML) -- Learning from Metadata in Repositories....”
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metaheuristicOpt: R PACKAGE UNTUK OPTIMASI DENGAN MENGGUNAKAN ALGORITMA POPULATION BASED METAHEURISTIC Por Iip, -

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Transplant Open Registry Initiative Por Bruno Alves Lima, Teresa Sarmento Henrique, Filipe Pinto Reis, Helena Dias Alves

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Construction and evaluation of a web application for the educational process on Normal Distribution considering the science of data and machine learning Por Ricardo-Adán

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Who Runs the World: Data

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Imaging bridges pathology and radiology Por Hansmann Martin-Leo, Klauschen Frederick, Samek Wojciech, Müller Klaus-Robert, Donnadieu Emmanuel, Scharf Sonja, Hartmann Sylvia, Koch Ina, Ackermann Jörg, Pantanowitz Liron, Schäfer Hendrik, Wurzel Patrick

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Development of a Pandemic Awareness STEM Outreach Curriculum: Utilizing a Computational Thinking Taxonomy Framework Por Pamela O. Gilchrist, Alonzo B. Alexander, Adrian J. Green, Frieda E. Sanders, Ashley Q. Hooker, David M. Reif

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Emerging trends in geospatial artificial intelligence (geoAI): potential applications for environmental epidemiology Por Trang VoPham, Jaime E. Hart, Francine Laden, Yao-Yi Chiang

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The Discipline of Organizing 4th Professional Edition Por Glushko, Robert J.

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From Learning Healthcare Systems to Learning Health Systems Por Aziz Sheikh

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Learning to Quantify Por Esuli, Andrea, Fabris, Alessandro, Moreo, Alejandro, Sebastiani, Fabrizio

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Reproducible Machine Learning Methods for Lung Cancer Detection Using Computed Tomography Images: Algorithm Development and Validation Por Yu, Kun-Hsing, Lee, Tsung-Lu Michael, Yen, Ming-Hsuan, Kou, S C, Rosen, Bruce, Chiang, Jung-Hsien, Kohane, Isaac S

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A Qualitative Process Evaluation and Quality Improvement of a State Drug Overdose Reporting System Data Collection Approach Por Mircea Lazar PhD, Joshua Jayasundara MA, MES, Jessica Korona-Bailey MPH, Sutapa Mukhopadhyay PhD

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Open Science, Open Data, and New Opportunities for Cooperative Extension Por Catherine E. Woteki

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Information Model on pain management for elder adults aged 75 years or older Por Ana Clara de Brito Cruz, Amália de Fátima Lucena, Aline Tsuma Gaedke Nomura, Miriam de Abreu Almeida

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An equitable and sustainable community of practice framework to address the use of artificial intelligence for global health workforce training Por Seble Frehywot, Yianna Vovides

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Editorial: Advances in and applications of predictive toxicology: 2022 Por Abdulkarim Najjar, Nynke Kramer, Iain Gardner, Thomas Hartung, Thomas Hartung, Thomas Steger-Hartmann

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Elements of Causal Inference Foundations and Learning Algorithms Por Peters, Jonas

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OAPEN Library: description of the publication

Editorial: Mobile and wearable systems for health monitoring Por Mohamed Elgendi, Richard Ribon Fletcher, Derek Abbott, Dingchang Zheng, Panicos Kyriacou, Carlo Menon

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Commentary: Machine learning in clinical decision-making Por Amanda C. Filiberto, Daniel A. Donoho, Ira L. Leeds, Tyler J. Loftus

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