The Real World Significance Of Performance Prediction

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The Real World Significance of Performance Prediction

Author : Zachary A. Pardos
Publisher :
ISBN 13 :
Total Pages : 4 pages
Book Rating : 4.:/5 (16 download)

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Book Synopsis The Real World Significance of Performance Prediction by : Zachary A. Pardos

Download or read book The Real World Significance of Performance Prediction written by Zachary A. Pardos and published by . This book was released on 2012 with total page 4 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the educational data mining and user modeling communities have been aggressively introducing models for predicting student performance on external measures such as standardized tests as well as within-tutor performance. While these models have brought statistically reliable improvement to performance prediction, the real world significance of the differences in errors has been largely unexplored. In this paper we take a deeper look at what reported errors actually mean in the context of high stakes test score prediction as well as student mastery prediction. We report how differences in common error and accuracy metrics on prediction tasks translate to impact on students and depict how standard validation methods can lead to overestimated accuracies in these prediction tasks. Two years of student tutor use and corresponding student state test scores are used for the analysis of test prediction while a simulation study is conducted to investigate the correspondence between performance prediction error and latent knowledge prediction. (Contains 7 tables and 2 footnotes.) [For the complete proceedings, "Proceedings of the International Conference on Educational Data Mining (EDM) (5th, Chania, Greece, June 19-21, 2012)," see ED537074.].

Successful Prediction of Product Performance

Author : Lev Klyatis
Publisher : SAE International
ISBN 13 : 0768083125
Total Pages : 262 pages
Book Rating : 4.7/5 (68 download)

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Book Synopsis Successful Prediction of Product Performance by : Lev Klyatis

Download or read book Successful Prediction of Product Performance written by Lev Klyatis and published by SAE International. This book was released on 2016-09-12 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ability to successfully predict industrial product performance during service life provides benefits for producers and users. This book addresses methods to improve product quality, reliability, and durability during the product life cycle, along with methods to avoid costs that can negatively impact profitability plans. The methods presented can be applied to reducing risk in the research and design processes and integration with manufacturing methods to successfully predict product performance. This approach incorporates components that are based on simulations in the laboratory. The results are combined with in-field testing to determine degradation parameters. These approaches result in improvements to product quality, performance, safety, profitability, and customer satisfaction. Among the methods of analyses included are: • Accelerated Reliability Testing (ART) • Accelerated Durability Testing (ADT) • system variability / input variability • engineering risk versus time and expense

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough

Author : Vinit Kumar Gunjan
Publisher : Springer Nature
ISBN 13 : 3030682919
Total Pages : 515 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough by : Vinit Kumar Gunjan

Download or read book Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough written by Vinit Kumar Gunjan and published by Springer Nature. This book was released on 2021-04-26 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a systematic and comprehensive overview of machine learning with cognitive science methods and technologies which have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focus on readers interested in machine learning, cognitive and neuro-inspired computational systems – theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions to applications of machine learning and cognitive science such as healthcare products, medical electronics, and gaming. Overall, this book provides valuable information on effective, cutting-edge techniques and approaches for students, researchers, practitioners, and academicians working in the field of AI, neural network, machine learning, and cognitive science. Furthermore, the purpose of this book is to address the interests of a broad spectrum of practitioners, students, and researchers, who are interested in applying machine learning and cognitive science methods in their respective domains.

Reliability Prediction and Testing Textbook

Author : Lev M. Klyatis
Publisher : John Wiley & Sons
ISBN 13 : 1119411920
Total Pages : 272 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Reliability Prediction and Testing Textbook by : Lev M. Klyatis

Download or read book Reliability Prediction and Testing Textbook written by Lev M. Klyatis and published by John Wiley & Sons. This book was released on 2018-07-02 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook reviews the methodologies of reliability prediction as currently used in industries such as electronics, automotive, aircraft, aerospace, off-highway, farm machinery, and others. It then discusses why these are not successful; and, presents methods developed by the authors for obtaining accurate information for successful prediction. The approach is founded on approaches that accurately duplicate the real world use of the product. Their approach is based on two fundamental components needed for successful reliability prediction; first, the methodology necessary; and, second, use of accelerated reliability and durability testing as a source of the necessary data. Applicable to all areas of engineering, this textbook details the newest techniques and tools to achieve successful reliabilityprediction and testing. It demonstrates practical examples of the implementation of the approaches described. This book is a tool for engineers, managers, researchers, in industry, teachers, and students. The reader will learn the importance of the interactions of the influencing factors and the interconnections of safety and human factors in product prediction and testing.

Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium

Download Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium PDF Online Free

Author : Maria Mercedes Rodrigo
Publisher : Springer Nature
ISBN 13 : 303111647X
Total Pages : 670 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium by : Maria Mercedes Rodrigo

Download or read book Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium written by Maria Mercedes Rodrigo and published by Springer Nature. This book was released on 2022-07-25 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNAI 13355 and 13356 constitutes the refereed proceedings of the 23rd International Conference on Artificial Intelligence in Education, AIED 2022, held in Durham, UK, in July 2022. The 40 full papers and 40 short papers presented together with 2 keynotes, 6 industry papers, 12 DC papers, 6 Workshop papers, 10 Practitioner papers, 97 Posters and Late-Breaking Results were carefully reviewed and selected from 243 submissions. The conference presents topics such as intelligent systems and the cognitive sciences for the improvement and advancement of education, the science and engineering of intelligent interactive learning systems. The theme for the AIED 2022 conference was „AI in Education: Bridging the gap between academia, business, and non-pro t in preparing future-proof generations towards ubiquitous AI."

Performance Prediction and Analytics of Fuzzy, Reliability and Queuing Models

Author : Kusum Deep
Publisher : Springer
ISBN 13 : 9811308578
Total Pages : 282 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Performance Prediction and Analytics of Fuzzy, Reliability and Queuing Models by : Kusum Deep

Download or read book Performance Prediction and Analytics of Fuzzy, Reliability and Queuing Models written by Kusum Deep and published by Springer. This book was released on 2018-08-26 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest developments and breakthroughs in fuzzy theory and performance prediction of queuing and reliability models by using the stochastic modeling and optimization theory. The main focus is on analytics that use fuzzy logic, queuing and reliability theory for the performance prediction and optimal design of real-time engineering systems including call centers, telecommunication, manufacturing, service organizations, etc. For the day-to-day as well as industrial queuing situations and reliability prediction of machining parts embedded in computer, communication and manufacturing systems, the book assesses various measures of performance and effectiveness that can provide valuable insights and help arrive at the best decisions with regard to service and engineering systems. In twenty chapters, the book presents both theoretical developments and applications of the fuzzy logic, reliability and queuing models in a diverse range of scenarios. The topics discussed will be of interest to researchers, educators and undergraduate students in the fields of Engineering, Business Management, and the Mathematical Sciences.

Computer Science and Educational Informatization

Author : Jianhou Gan
Publisher : Springer Nature
ISBN 13 : 9819994926
Total Pages : 469 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Computer Science and Educational Informatization by : Jianhou Gan

Download or read book Computer Science and Educational Informatization written by Jianhou Gan and published by Springer Nature. This book was released on 2024-02-10 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: These two volumes constitute the revised selected papers of the 5th International Conference, CSEI 2023, held in Kunming, China, during August 11–13, 2023. The 76 full papers and the 21 short papers included in this volume were carefully reviewed and selected from 297 submissions. They focus on computer science, education informatization and engineering education, innovative application for the deeper integration of education practice and information technology, educational informatization and big data for education.

Application of Intelligent Systems in Multi-modal Information Analytics

Author : Vijayan Sugumaran
Publisher : Springer Nature
ISBN 13 : 3031054849
Total Pages : 1132 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Application of Intelligent Systems in Multi-modal Information Analytics by : Vijayan Sugumaran

Download or read book Application of Intelligent Systems in Multi-modal Information Analytics written by Vijayan Sugumaran and published by Springer Nature. This book was released on 2022-06-13 with total page 1132 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. Specifically, it addresses a number of broad themes, including multi-modal informatics, data mining, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The book covers a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and a useful reference guide for newcomers to the field. This book is a compilation of the papers presented in the 4th International Conference on Multi-modal Information Analytics, held online, on April 23, 2022.

Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach

Author : Frank, Markus Kilian
Publisher : KIT Scientific Publishing
ISBN 13 : 3731511460
Total Pages : 400 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach by : Frank, Markus Kilian

Download or read book Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach written by Frank, Markus Kilian and published by KIT Scientific Publishing. This book was released on 2022-07-18 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Die modellbasierte Performancevorhersage ist ein bekanntes Konzept zur Gewährleistung der Softwarequalität. Derzeitige Ansätze basieren auf einem Modell mit einer Metrik, was zu ungenauen Vorhersagen für moderne Architekturen führt. In dieser Arbeit wird ein Multi-Strategie-Ansatz zur Erweiterung von Performancevorhersagemodellen zur Unterstützung von Multicore-Architekturen vorgestellt, in Palladio implementiert und dadurch die Genauigkeit der Vorhersage deutlich verbessert. - Model-based performance prediction is a well-known concept to ensure the quality of software. Current approaches are based on a single-metric model, which leads to inaccurate predictions for modern architectures. This thesis presents a multi-strategies approach to extend performance prediction models to support multicore architectures. We implemented the strategies into Palladio and significantly increased the performance prediction power.

Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience

Author : Dylan D. Schmorrow
Publisher : Springer
ISBN 13 : 3319399551
Total Pages : 468 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience by : Dylan D. Schmorrow

Download or read book Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience written by Dylan D. Schmorrow and published by Springer. This book was released on 2016-07-04 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 10th International Conference on Foundations of Augmented Cognition, AC 2016, held as part of the 18th International Conference on Human-Computer Interaction, HCII 2016, which took place in Toronto, Canada, in July 2016. HCII 2016 received a total of 4354 submissions, of which 1287 papers were accepted for publication after a careful reviewing process. The 50 papers presented in this volume were organized in topical sections named: brain-computer interfaces; electroencephalography and brain activity measurement; and cognitive modeling and physiological measuring.

Human Ear Recognition by Computer

Author : Bir Bhanu
Publisher : Springer Science & Business Media
ISBN 13 : 1848001290
Total Pages : 213 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Human Ear Recognition by Computer by : Bir Bhanu

Download or read book Human Ear Recognition by Computer written by Bir Bhanu and published by Springer Science & Business Media. This book was released on 2010-02-26 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: At the frontier of research, this book offers complete coverage of human ear recognition. It explores all aspects of 3D ear recognition: representation, detection, recognition, indexing and performance prediction. It uses large datasets to quantify and compare the performance of various techniques. Features and topics include: Ear detection and recognition in 2D image; 3D object recognition and 3D biometrics; 3D ear recognition; Performance comparison and prediction.

Information Systems Design and Intelligent Applications

Author : Suresh Chandra Satapathy
Publisher : Springer
ISBN 13 : 8132227557
Total Pages : 735 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Information Systems Design and Intelligent Applications by : Suresh Chandra Satapathy

Download or read book Information Systems Design and Intelligent Applications written by Suresh Chandra Satapathy and published by Springer. This book was released on 2016-02-05 with total page 735 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third international conference on INformation Systems Design and Intelligent Applications (INDIA – 2016) held in Visakhapatnam, India during January 8-9, 2016. The book covers all aspects of information system design, computer science and technology, general sciences, and educational research. Upon a double blind review process, a number of high quality papers are selected and collected in the book, which is composed of three different volumes, and covers a variety of topics, including natural language processing, artificial intelligence, security and privacy, communications, wireless and sensor networks, microelectronics, circuit and systems, machine learning, soft computing, mobile computing and applications, cloud computing, software engineering, graphics and image processing, rural engineering, e-commerce, e-governance, business computing, molecular computing, nano-computing, chemical computing, intelligent computing for GIS and remote sensing, bio-informatics and bio-computing. These fields are not only limited to computer researchers but also include mathematics, chemistry, biology, bio-chemistry, engineering, statistics, and all others in which computer techniques may assist.

Modeling and Prediction of I/O Performance in Virtualized Environments

Author : Noorshams, Omar-Qais
Publisher : KIT Scientific Publishing
ISBN 13 : 373150359X
Total Pages : 312 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Modeling and Prediction of I/O Performance in Virtualized Environments by : Noorshams, Omar-Qais

Download or read book Modeling and Prediction of I/O Performance in Virtualized Environments written by Noorshams, Omar-Qais and published by KIT Scientific Publishing. This book was released on 2017-03-10 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: We present a novel performance modeling approach tailored to I/O performance prediction in virtualized environments. The main idea is to identify important performance-influencing factors and to develop storage-level I/O performance models. To increase the practical applicability of these models, we combine the low-level I/O performance models with high-level software architecture models. Our approach is validated in a variety of case studies in state-of-the-art, real-world environments.

Challenges and Opportunities in Industrial and Mechanical Engineering: A Progressive Research Outlook

Author : S M Pandey
Publisher : CRC Press
ISBN 13 : 1040002315
Total Pages : 1036 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Challenges and Opportunities in Industrial and Mechanical Engineering: A Progressive Research Outlook by : S M Pandey

Download or read book Challenges and Opportunities in Industrial and Mechanical Engineering: A Progressive Research Outlook written by S M Pandey and published by CRC Press. This book was released on 2024-06-24 with total page 1036 pages. Available in PDF, EPUB and Kindle. Book excerpt: Present time Industry 4.0 is the need of all industries because it connects industries to AI, high productivity, safety, and flexibility, ensures the 100% utilization of resources across diverse manufacturing systems, and could accelerate normal manufacturing systems to advanced manufacturing systems by using robotics, additive manufacturing, and many more. In this book, the collection of selected papers is constituted from the International Conference on Progressive Research in Industrial & Mechanical Engineering (PRIME 2021), which was at the National Institute of Technology (NIT), Patna, India from August 5 to 7, 2021. This conference brings together all academic people, industry experts, and researchers from India as well as abroad for involving thoughts on the needs, challenges, new technology, opportunities threats in the current transformational field of aspire. This book deliberates on several elements and their relevance to hard-core areas of industrial and mechanical engineering including design engineering, production engineering, indus trial engineering, automobile engineering, thermal and fluid engineering, mechatronics control robotics, interdisciplinary, and many new emerging topics that keep potential in several areas of applications. This book focuses on providing versatile knowledge of cut ting-edge practices to all readers, helping to develop a clear vision toward Industry 4.0, robotics automation, and additive manufacturing in this demanding and evolving time. The book will be a treasured reference for students, researchers, and professionals inter ested in mechanical engineering and allied fields.

Web and Big Data

Author : Bohan Li
Publisher : Springer Nature
ISBN 13 : 3031252012
Total Pages : 480 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Web and Big Data by : Bohan Li

Download or read book Web and Big Data written by Bohan Li and published by Springer Nature. This book was released on 2023-02-09 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set, LNCS 13421, 13422 and 13423, constitutes the thoroughly refereed proceedings of the 6th International Joint Conference, APWeb-WAIM 2022, held in Nanjing, China, in August 2022. The 75 full papers presented together with 45 short papers, and 5 demonstration papers were carefully reviewed and selected from 297 submissions. The papers are organized around the following topics: Big Data Analytic and Management, Advanced database and web applications, Cloud Computing and Crowdsourcing, Data Mining, Graph Data and Social Networks, Information Extraction and Retrieval, Knowledge Graph, Machine Learning, Query processing and optimization, Recommender Systems, Security, privacy, and trust and Blockchain data management and applications, and Spatial and multi-media data.

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1981 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Expanding Underground - Knowledge and Passion to Make a Positive Impact on the World

Author : Georgios Anagnostou
Publisher : CRC Press
ISBN 13 : 1000957837
Total Pages : 5080 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Expanding Underground - Knowledge and Passion to Make a Positive Impact on the World by : Georgios Anagnostou

Download or read book Expanding Underground - Knowledge and Passion to Make a Positive Impact on the World written by Georgios Anagnostou and published by CRC Press. This book was released on 2023-04-12 with total page 5080 pages. Available in PDF, EPUB and Kindle. Book excerpt: Expanding Underground - Knowledge and Passion to Make a Positive Impact on the World contains the contributions presented at the ITA-AITES World Tunnel Congress 2023 (Athens, Greece, 12 – 18 May, 2023). Tunnels and underground space are a predominant engineering practice that can provide sustainable, cost-efficient and environmentally friendly solutions to the ever-growing needs of modern societies. This underground expansion in more diverse and challenging infrastructure types or to novel underground uses can foster the changes needed. At the same time, the tunneling and underground space community needs to be better prepared and equipped with knowledge, tools and experience, to deal with the prevailing conditions, to successfully challenge and overcome adversities on this path. The papers in this book aim at contributing to the analysis of challenging conditions, the presentation and dissemination good practices, the introduction of new concepts, new tools and innovative elements that can help engineers and all stakeholders to reach their end goals. Expanding Underground - Knowledge and Passion to Make a Positive Impact on the World covers a wide range of aspects and topics related to the whole chain of the construction and operation of underground structures: Knowledge and Passion to Expand Underground for Sustainability and Resilience Geological, Geotechnical Site Investigation and Ground Characterization Planning and Designing of Tunnels and Underground Structures Mechanised Tunnelling and Microtunnelling Conventional Tunnelling, Drill-and-Blast Applications Tunnelling in Challenging Conditions - Case Histories and Lessons Learned Innovation, Robotics and Automation BIM, Big Data and Machine Learning Applications in Tunnelling Safety, Risk and Operation of Underground Infrastructure, and Contractual Practices, Insurance and Project Management The book is a must-have reference for all professionals and stakeholders involved in tunneling and underground space development projects.