標(biāo)題: Titlebook: Online Machine Learning; A Practical Guide wi Eva Bartz,Thomas Bartz-Beielstein Book 2024 The Editor(s) (if applicable) and The Author(s), [打印本頁(yè)] 作者: 引起極大興趣 時(shí)間: 2025-3-21 16:09
書(shū)目名稱(chēng)Online Machine Learning影響因子(影響力)
作者: 解脫 時(shí)間: 2025-3-21 23:29 作者: irritation 時(shí)間: 2025-3-22 00:46 作者: 紋章 時(shí)間: 2025-3-22 07:11 作者: 秘傳 時(shí)間: 2025-3-22 12:15
Hyperparameter Tuning,(HPT) performed with the Sequential Parameter Optimization Toolbox (SPOT) is also important for the explainability and interpretability of OML procedures and can lead to a more efficient and thus resource-saving algorithm (“Green IT”).作者: 射手座 時(shí)間: 2025-3-22 14:10 作者: 漂泊 時(shí)間: 2025-3-22 20:40 作者: orthopedist 時(shí)間: 2025-3-22 21:27
,Evaluation and?Performance Measurement,ion?. presents an implementation in Python for selecting training and test data. Section?. describes the calculation of performance. Section?. introduces the generation of benchmark data sets in the field of OML.作者: 壟斷 時(shí)間: 2025-3-23 02:24
,Special Requirements for?Online Machine Learning Methods,or an extremely large number of variables (Sect.?.). Section?. describes important aspects such as fairness (Fair Machine Learning (ML)) or interpretability (Interpretable ML) in the context of OML algorithms.作者: innovation 時(shí)間: 2025-3-23 07:29
,Introduction: From Batch to?Online Machine Learning,. This is especially true for available memory, handling drift in data streams, and processing new, unknown data. Online Machine Learning (OML) is an alternative to BML that overcomes the limitations of BML. In this chapter, the basic terms and concepts of OML are introduced and the differences to B作者: 莊嚴(yán) 時(shí)間: 2025-3-23 10:21 作者: MELD 時(shí)間: 2025-3-23 17:10
,Drift Detection and?Handling,ion and handling are discussed. For the algorithms presented in Chap. ., it is clarified to what extent concept drift is reacted to. In turn, the extent to which catastrophic forgetting is an issue is described in Sect. .. Section?. describes three architectures for implementing drift detection algo作者: 假裝是我 時(shí)間: 2025-3-23 20:06 作者: 蒙太奇 時(shí)間: 2025-3-23 23:18 作者: 完成才能戰(zhàn)勝 時(shí)間: 2025-3-24 05:43
,Special Requirements for?Online Machine Learning Methods,spect to typical practice challenges such as missing data (Sect.?.), categorical attributes (Sect.?.), outliers (Sect.?.), imbalanced data (Sect.?.), or an extremely large number of variables (Sect.?.). Section?. describes important aspects such as fairness (Fair Machine Learning (ML)) or interpreta作者: PANIC 時(shí)間: 2025-3-24 07:12
,Practical Applications of?Online Machine Learning,strated by means of domain-specific examples from different application fields. One of these surveyed application fields is official statistics (Sect.?.). Section?. shows, that OML offers forward-looking potential for official statistics, but presently also comes with a lot of challenges. Especially作者: modish 時(shí)間: 2025-3-24 14:44 作者: 遵循的規(guī)范 時(shí)間: 2025-3-24 17:10
An Experimental Comparison of Batch and Online Machine Learning Algorithms,Machine Learning (OML) models for predicting the demand for bicycles at a bike-sharing station. The second study (Sect. .) investigates the use of BML and OML models for prediction when very large data sets are available and drift is present. The synthetic Friedman-drift data set (see Definition .) 作者: myocardium 時(shí)間: 2025-3-24 21:06
Hyperparameter Tuning, of “splitters” are available for Hoeffding trees to generate subtrees. There are different methods for limiting the tree size in order to keep the time and memory requirements within reasonable limits. In addition, there are many other parameters, so that a manual search for the optimal hyperparame作者: ABYSS 時(shí)間: 2025-3-24 23:57
Summary and Outlook, discussed and concrete recommendations for OML practice are given. The importance of a suitable comparison methodology for Batch Machine Learning (BML) and OML methods is highlighted to avoid “comparing apples to oranges”. We also point out the great potential of OML that is available through the d作者: Console 時(shí)間: 2025-3-25 05:03
Thomas Bartz-Beielstein,Lukas Hansprofessionals. Conservative estimates indicate one in four patients will suffer from a medical error or inappropriate care. Unfortunately, healthcare organizations too often respond to these harm events with a delay, deny, and defend approach that involves erecting a “wall of silence.” This wall of 作者: botany 時(shí)間: 2025-3-25 10:06
Thomas Bartz-Beielsteinhealthcare workers must be taught that violence is never to be considered “part of the job,” and it is everyone’s responsibility to provide for the safety for healthcare workers and patients. Behavior is a form of communication, and it is critical that healthcare workers collaborate to find out what作者: DEFER 時(shí)間: 2025-3-25 13:47
2730-9908 volved with it now. This book already presents some tools that will facilitate the practice of OML in the future. A promising breakthrough is expected because practice shows that due to the large amounts of dat978-981-99-7009-4978-981-99-7007-0Series ISSN 2730-9908 Series E-ISSN 2730-9916 作者: limber 時(shí)間: 2025-3-25 18:13 作者: 出處 時(shí)間: 2025-3-25 21:48
Thomas Bartz-Beielstein,Lukas Hanstions that reliably approach harm events in healthcare with a holistic, empathic, and honest approach experience improvements in patient safety learning, patient experience, healthcare professional wellness, reductions in serious safety events, and mitigation of risk. To succeed, leaders and their o作者: 處理 時(shí)間: 2025-3-26 00:48
Thomas Bartz-Beielsteinhallenges that healthcare workers face, and concerns raised by healthcare workers must be taken seriously. Providing care to communities who are increasingly traumatized by structural inequities, increasing incidence of substance dependence, and untreated mental illness requires patient specific edu作者: OASIS 時(shí)間: 2025-3-26 04:20
,Practical Applications of?Online Machine Learning,tions or show promising potential for OML usage (Sect.?.). The second surveyed application field is the process of hot rolling in the steel industry (Sect.?.). In general, the process quality of hot rolling (Sect.?.) benefits from ML predictions (Sect.?.). However, because of being susceptible to dr作者: 單純 時(shí)間: 2025-3-26 11:07
Book 2024 OML might outweigh the costs...OML will soon become practical; it is worthwhile to get involved with it now. This book already presents some tools that will facilitate the practice of OML in the future. A promising breakthrough is expected because practice shows that due to the large amounts of dat作者: Incumbent 時(shí)間: 2025-3-26 12:51 作者: FORGO 時(shí)間: 2025-3-26 19:59 作者: Individual 時(shí)間: 2025-3-26 21:28 作者: 障礙 時(shí)間: 2025-3-27 01:55 作者: Criteria 時(shí)間: 2025-3-27 05:49 作者: Occlusion 時(shí)間: 2025-3-27 11:13
Summary and Outlook, discussed and concrete recommendations for OML practice are given. The importance of a suitable comparison methodology for Batch Machine Learning (BML) and OML methods is highlighted to avoid “comparing apples to oranges”. We also point out the great potential of OML that is available through the development of the open-source software River.作者: Musculoskeletal 時(shí)間: 2025-3-27 15:37
Machine Learning: Foundations, Methodologies, and Applicationshttp://image.papertrans.cn/o/image/701550.jpg作者: LEERY 時(shí)間: 2025-3-27 21:45
https://doi.org/10.1007/978-981-99-7007-0Online Machine Learning; Machine Learning; Artificial Intelligence; Drift Detection; Supervised Learning作者: Feckless 時(shí)間: 2025-3-27 23:28 作者: 丑惡 時(shí)間: 2025-3-28 03:36
The Impact of Social Media on E-Commerce and Marketingse it for communication, marketing, and other ways to gain profit. The youth around the world are heavy users of social media, including for online purchases. Therefore, businesses are increasingly employing social media within their companies to compete in this digital age.作者: Living-Will 時(shí)間: 2025-3-28 09:44
Life Transitions, Learning and Digital Technologies –Common Threads and Conceptionstsdam, Germany, on 2. July 2014. The key question asked, across the seven papers presented and included as chapters in this book, was: how do digital technologies support life transitions? The argument within this initial positional paper asked a pre-requisite question: what are life transitions, an作者: NOTCH 時(shí)間: 2025-3-28 10:41 作者: 歡騰 時(shí)間: 2025-3-28 17:32 作者: 雜色 時(shí)間: 2025-3-28 22:17
Wolfgang Brickwedde,Tobias K?rcher,Eva Zilsnt. It is shown that this problem can be solved in time .(.. log .). Instead of using the area as the quantity to be maximized one may also use other measures fulfilling a certain additive property, e.g. the number of positive points contained in the polygon.作者: 深淵 時(shí)間: 2025-3-29 02:39 作者: 極小 時(shí)間: 2025-3-29 06:21
Geographical Distribution, Life Form, especially for tropical and sub-tropical areas. The few studies (Svedelius, 1924; B?rgesen, 1934), that have been published have established certain general features which are briefly summarized below:作者: 大暴雨 時(shí)間: 2025-3-29 09:29
https://doi.org/10.1007/978-3-662-44614-0ancen Kommunikatoren den digitalen Langformen zuschreiben und welche Chancen und Herausforderungen sie sehen. Erg?nzend dazu erfolgt eine Einordnung der Motive nach crossmedialen Strategien, sowie der Relevanz technischer, publizistischer und ?konomischer Faktoren für die Motivation, digitale Langfo作者: Liability 時(shí)間: 2025-3-29 15:19
Felix P. Frey,Cristina Krahl Perez,Rainer Schliepinary and partial differential equations..Facing challenging scientific computational problems, this book presents some new perspectives of the subject matter based on theoretical derivations and mathematical analysis, and provides high-performance numerical simulations. In order to show the long-ti作者: 建筑師 時(shí)間: 2025-3-29 16:30 作者: Constituent 時(shí)間: 2025-3-29 22:04
Christoph Wolfop?isches Institut für Telekommunikationsnormen) (Anhang?I der Richtlinie 98/34/EG). Das CEN und das CENELEC haben ihren Sitz in Brüssel. Das ETSI hat seinen Sitz in Sophia Antipolis. Mitglieder der europ?ischen Normungsgremien sind Normungsgremien aus jedem Mitgliedstaat.作者: 貝雷帽 時(shí)間: 2025-3-30 02:17
Jennifer Todds of three target groups:?...Scientists and researchers (ITS field).Local authorities (responsible for the transport systems at theurban and regional level)..Representatives of business (traffic strategy management) andindustry (manufacturers of ITS components).?. .This book?gathers selected papers 作者: 孤僻 時(shí)間: 2025-3-30 05:58 作者: ALLEY 時(shí)間: 2025-3-30 11:43
