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Titlebook: Reliability and Statistical Computing; Modeling, Methods an Hoang Pham Book 2020 Springer Nature Switzerland AG 2020 Reliability Engineerin

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Crowdsourcing Platform for Collecting Cognitive Feedbacks from Users: A Case Study on Movie Recommeom users. In particular, we focus on the user’s cognition patterns on the similarity between the two movies. OMS also analyzes the collected data of the user to classify the user group and dynamic changes movie recommendations for each different user. The purpose of this is to make OMS interact inte
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Obtaining More Specific Topics and Detecting Weak Signals by Topic Word Selection,mation, there is a need for a method that automatically analyzes the topics with respect to their usefulness for applications like the detection of new innovations. This paper presents a novel method to automatically evaluate topics produced by LDA. The new approach puts the focus on finding topics
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An Improved Ensemble Machine Learning Algorithm for Wearable Sensor Data Based Human Activity Recogcations in this area, especially in the field of health care. Many machine learning algorithms such as Decision Trees, Support Vector Machine, Naive Bayes, K-Nearest Neighbor, and Multilayer Perceptron are successfully used in HAR. Although these methods are fast and easy for implementation, they st
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Average Failure Rate and Its Applications of Preventive Replacement Policies,unit should provide reliability and no maintenance can be done during the mission interval. From this viewpoint, this chapter firstly gives a definition of an average failure rate, which is based on the conditional failure probability and the mean time to failure, given that the unit is still surviv
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Optimal Checkpoint Intervals, Schemes and Structures for Computing Modules,lex and majority decision modular systems as redundancy techniques, and apply them to two checkpoint schemes in which their respective interval times are periodic and random. Introducing overheads for recovery and checkpoint, we obtain the mean execution times until the process succeeds, and derive
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Data Envelopment Analysis as a Tool to Evaluate Marketing Policy Reliability,trategies. We argue that DEA is an efficient instrument for use in academia and industry to compare a company’s business performance with its competitors’. This comparison provides the company with information on the closest competitors, including evaluating strategies with similar costs, but more e
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