Výsledky vyhledávání - "Data Mining"

Data mining: practical machine learning tools and techniques, third edition Autor Witten, I. H, Frank, Eibe, Hall, Mark A

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Data mining : concepts and techniques Autor Han, Jiawei, Kamber, Micheline, Pei, Jian

“…Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now…”
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Introduction to algorithms for data mining and machine learning Autor Yang, Xin-She

“…Introduction to Algorithms for Data Mining and Machine Learning introduces the essential ideas behind all key algorithms and techniques for data mining and…”
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Educational data mining: A survey and a data mining-based analysis of recent works Autor Peña-Ayala, Alejandro

“…•The work extends prior educational data mining (EDM) reviews and updates its history.•A data mining (DM) profile is set to depict the DM ground that supports…”
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Handbook of statistical analysis and data mining applications Autor Nisbet, Robert, Elder, John F. (John Fletcher), Miner, Gary

“…The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists,…”
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Ethics in Statistics: Opportunities and Challenges Autor Doosti, Hassan

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Fault detection and diagnosis of large-scale HVAC systems in buildings using data-driven methods: A comprehensive review Autor Mirnaghi, Maryam Sadat, Haghighat, Fariborz

“…•Reviewing limitations of previous data-mining based FDD methods on HVAC systems.•Knowledge-based and model-based systems have limitations in complicated FDD…”
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Educational data mining and learning analytics: An updated survey Autor Romero, Cristobal, Ventura, Sebastian

“…This survey is an updated and improved version of the previous one published in 2013 in this journal with the title “data mining in education”. It reviews in a…”
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Retracted: Identifying Smart Strategies for Effective Agriculture Solution Using Data Mining Techniques Autor Quality, Journal of Food

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Prävention von Pflegebedürftigkeit Autor Blüher Stefan Dr, Schilling, Ralph, Thomas, Stein, Gellert, Paul Prof

“…ZusammenfassungHintergrundDie Bedeutung der Prävention von Pflegebedürftigkeit wächst mit der Zunahme von pflegebedürftigen Menschen. Für Deutschland gibt es…”
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A review of data mining technologies in building energy systems: Load prediction, pattern identification, fault detection and diagnosis Autor Zhao, Yang, Zhang, Chaobo, Zhang, Yiwen, Wang, Zihao, Li, Junyang

“…•Supervised data mining-based methods for building energy systems are reviewed.•Unsupervised data mining-based methods for building energy systems are…”
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Social Media Mining for Toxicovigilance: Automatic Monitoring of Prescription Medication Abuse from Twitter Autor Sarker, Abeed, O’Connor, Karen, Ginn, Rachel, Scotch, Matthew, Smith, Karen, Malone, Dan, Gonzalez, Graciela

“…Introduction Prescription medication overdose is the fastest growing drug-related problem in the USA. The growing nature of this problem necessitates the…”
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Pilot study: Using data mining to develop a machine learning pipeline to identify characteristics of products claiming health benefits for women Autor Trice, C., Dubrow, G., Taylor, C.L., Nali, M., Mackey, T.K., Li, Z., Larsen, M.Z., Wolpert, B.J.

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Knowledge Discovery: Methods from data mining and machine learning Autor Shu, Xiaoling, Ye, Yiwan

“…The interdisciplinary field of knowledge discovery and data mining emerged from a necessity of big data requiring new analytical methods beyond the traditional…”
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Geospatial Data, Information, and Intelligence Autor Jabbour, Aaron, Babiarz, Renny

“…This book provides practitioners with structured methods for transforming geospatial data into the useful information they need to solve some of the…”
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Early and Mid-Term Disposition of [alpha]-PVP and its unknown Metabolites in Urine and Oral Fluid Through a Multi-Analytical Hyphenated Approach Following a Single Non-Controlled Administration to Healthy Volunteers Autor Di Trana, Annagiulia, La Maida, Nunzia, de la Rosa, Georgina, Di Giorgi, Alessandro, Graziano, Silvia, Aldhaehri, Khaled, Papaseit, Esther

“…Nowadays, synthetic cathinones (SCs) is the second more representative subclass of New Psychoactive Substances, accounting for 104 analogues in the illegal…”
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Down the Victorian data mine Autor Hanley, James, Turner, Elizabeth

“…Abstract We tend to think of data mining as having originated in the late twentieth century, prompted in large part by e-commerce. But, here, James Hanley and…”
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Knowledge discovery in medicine: Current issue and future trend Autor Esfandiari, Nura, Babavalian, Mohammad Reza, Moghadam, Amir-Masoud Eftekhari, Tabar, Vahid Kashani

“…•This paper reviews data mining application in medicine from 1999 to 2013.•Medical data mining definition and its main goals and challenges are…”
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A comprehensive survey of data mining Autor Gupta, Manoj Kumar, Chandra, Pravin

“…Data mining plays an important role in various human activities because it extracts the unknown useful patterns (or knowledge). Due to its capabilities, data…”
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Feature selection methods for big data bioinformatics: A survey from the search perspective Autor Wang, Lipo, Wang, Yaoli, Chang, Qing

“…This paper surveys main principles of feature selection and their recent applications in big data bioinformatics. Instead of the commonly used categorization…”
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