5 Models For Data Driven Learning
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5 Models For Data Driven Learning
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Author : Kristin Torrence
language : en
Publisher: American Society for Training and Development
Release Date : 2024-09-09
5 Models For Data Driven Learning written by Kristin Torrence and has been published by American Society for Training and Development this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-09 with Business & Economics categories.
Learning designers are no stranger to using models—consider ADDIE, SAM, and Merrill’s First Principles, which are widely implemented in the L&D industry. But a less commonly discussed practice is constructing models that help inform design decisions for the learning solutions we create. In this issue of TD at Work, Kristin Torrence: Outlines five L&D models Describes how the models facilitate an evidence-based approach to design and assessment Walks readers through how to develop each model in practice Presents case studies for using the models for data-driven decision making The Tools & Resources in this issue are a modeling preparation checklist and a bonus competency model template.
Stochastic Range Estimation Algorithms For Electric Vehicles Using Data Driven Learning Models
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Author : Scheubner, Stefan
language : en
Publisher: KIT Scientific Publishing
Release Date : 2022-06-03
Stochastic Range Estimation Algorithms For Electric Vehicles Using Data Driven Learning Models written by Scheubner, Stefan and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-03 with Technology & Engineering categories.
This work aims at improving the energy consumption forecast of electric vehicles by enhancing the prediction with a notion of uncertainty. The algorithm itself learns from driver and traffic data in a training set to generate accurate, driver-individual energy consumption forecasts.
Web And Big Data
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Author : Xiangyu Song
language : en
Publisher: Springer Nature
Release Date : 2024-04-27
Web And Big Data written by Xiangyu Song and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-27 with Computers categories.
The 4-volume set LNCS 14331, 14332, 14333, and 14334 constitutes the refereed proceedings of the 7th International Joint Conference, APWeb-WAIM 2023, which took place in Wuhan, China, in October 2023. The total of 138 papers included in the proceedings were carefully reviewed and selected from 434 submissions. They focus on innovative ideas, original research findings, case study results, and experienced insights in the areas of the World Wide Web and big data, covering Web technologies, database systems, information management, software engineering, knowledge graph, recommend system and big data.
Design For All Learners
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Author : Sarah Mercier
language : en
Publisher: American Society for Training and Development
Release Date : 2025-02-04
Design For All Learners written by Sarah Mercier and has been published by American Society for Training and Development this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-04 with Business & Economics categories.
Get the Toolbox You Need to Design for All Learners Design for All Learners empowers instructional designers, trainers, and other talent development professionals to create learning experiences that are accessible to and inclusive of all people. Learn from practitioners’ vulnerable lived experiences, moving stories, and practical advice. Written with accessibility, inclusion, and L&D experts and edited by Sarah Mercier, this book will help you ensure that individuals can fully participate in the talent development and training programs you offer. Adopt a progress-over-perfection approach. Start with shifting your mindset to consider that all learners are people who have unique experiences, perspectives, backgrounds, and abilities—and that learning design should be built for people, not just to meet compliance standards. Find what you need to know about designing for the modality you’re using to reach learners—from e-learning and job aids to training in the physical and virtual classroom. Gain a clearer understanding of requirements and standards, and then explore strategies and tactics to foster an inclusive mindset throughout your organization. Anyone involved with the practice of design in learning and development will benefit from the wide range of perspectives and techniques offered, whether you’re a team of one or work in an organization with a variety of resources. If your goal is to become a better designer, developer, teacher, and leader, this book presents a packed toolbox to do so. It will change everything you think you know. Use it as a guide in your journey to accessible, inclusive design for all.
Modern Trends In Controlled Stochastic Processes
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Author : Alexey Piunovskiy
language : en
Publisher: Springer Nature
Release Date : 2021-06-04
Modern Trends In Controlled Stochastic Processes written by Alexey Piunovskiy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-04 with Technology & Engineering categories.
This book presents state-of-the-art solution methods and applications of stochastic optimal control. It is a collection of extended papers discussed at the traditional Liverpool workshop on controlled stochastic processes with participants from both the east and the west. New problems are formulated, and progresses of ongoing research are reported. Topics covered in this book include theoretical results and numerical methods for Markov and semi-Markov decision processes, optimal stopping of Markov processes, stochastic games, problems with partial information, optimal filtering, robust control, Q-learning, and self-organizing algorithms. Real-life case studies and applications, e.g., queueing systems, forest management, control of water resources, marketing science, and healthcare, are presented. Scientific researchers and postgraduate students interested in stochastic optimal control,- as well as practitioners will find this book appealing and a valuable reference.
Medinfo 2019 Health And Wellbeing E Networks For All
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Author : L. Ohno-Machado
language : en
Publisher: IOS Press
Release Date : 2019-11-12
Medinfo 2019 Health And Wellbeing E Networks For All written by L. Ohno-Machado and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-12 with Medical categories.
Combining and integrating cross-institutional data remains a challenge for both researchers and those involved in patient care. Patient-generated data can contribute precious information to healthcare professionals by enabling monitoring under normal life conditions and also helping patients play a more active role in their own care. This book presents the proceedings of MEDINFO 2019, the 17th World Congress on Medical and Health Informatics, held in Lyon, France, from 25 to 30 August 2019. The theme of this year’s conference was ‘Health and Wellbeing: E-Networks for All’, stressing the increasing importance of networks in healthcare on the one hand, and the patient-centered perspective on the other. Over 1100 manuscripts were submitted to the conference and, after a thorough review process by at least three reviewers and assessment by a scientific program committee member, 285 papers and 296 posters were accepted, together with 47 podium abstracts, 7 demonstrations, 45 panels, 21 workshops and 9 tutorials. All accepted paper and poster contributions are included in these proceedings. The papers are grouped under four thematic tracks: interpreting health and biomedical data, supporting care delivery, enabling precision medicine and public health, and the human element in medical informatics. The posters are divided into the same four groups. The book presents an overview of state-of-the-art informatics projects from multiple regions of the world; it will be of interest to anyone working in the field of medical informatics.
Dynamic Neural Networks For Robot Systems Data Driven And Model Based Applications
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Author : Long Jin
language : en
Publisher: Frontiers Media SA
Release Date : 2024-07-24
Dynamic Neural Networks For Robot Systems Data Driven And Model Based Applications written by Long Jin and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-24 with Science categories.
Neural network control has been a research hotspot in academic fields due to the strong ability of computation. One of its wildly applied fields is robotics. In recent years, plenty of researchers have devised different types of dynamic neural network (DNN) to address complex control issues in robotics fields in reality. Redundant manipulators are no doubt indispensable devices in industrial production. There are various works on the redundancy resolution of redundant manipulators in performing a given task with the manipulator model information known. However, it becomes knotty for researchers to precisely control redundant manipulators with unknown model to complete a cyclic-motion generation CMG task, to some extent. It is worthwhile to investigate the data-driven scheme and the corresponding novel dynamic neural network (DNN), which exploits learning and control simultaneously. Therefore, it is of great significance to further research the special control features and solve challenging issues to improve control performance from several perspectives, such as accuracy, robustness, and solving speed.
Dynamic Data Driven Applications Systems
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Author : Frederica Darema
language : en
Publisher: Springer Nature
Release Date : 2020-11-02
Dynamic Data Driven Applications Systems written by Frederica Darema and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-02 with Computers categories.
This book constitutes the refereed proceedings of the Third International Conference on Dynamic Data Driven Application Systems, DDDAS 2020, held in Boston, MA, USA, in October 2020. The 21 full papers and 14 short papers presented in this volume were carefully reviewed and selected from 40 submissions. They cover topics such as: digital twins; environment cognizant adaptive-planning systems; energy systems; materials systems; physics-based systems analysis; imaging methods and systems; and learning systems.
Multiple Affordances Of Language Corpora For Data Driven Learning
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Author : Agnieszka Leńko-Szymańska
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2015-05-15
Multiple Affordances Of Language Corpora For Data Driven Learning written by Agnieszka Leńko-Szymańska and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-15 with Foreign Language Study categories.
In recent years, corpora have found their way into language instruction, albeit often indirectly, through their role in syllabus and course design and in the production of teaching materials and other resources. An alternative and more innovative use is for teachers and students alike to explore corpus data directly as part of the learning process. This volume addresses this latter application of corpora by providing research insights firmly based in the classroom context and reporting on several state-of-the-art projects around the world where learners have direct access to corpus resources and tools and utilize them to improve their control of the language systems and skills or their professional expertise as translators. Its aim is to present recent advances in data-driven learning, addressing issues involving different types of corpora, for different learner profiles, in different ways for different purposes, and using a variety of different research methodologies and perspectives.
Gamma Ray Imaging
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Author : Junwei Du
language : en
Publisher: Springer Nature
Release Date : 2023-09-12
Gamma Ray Imaging written by Junwei Du and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-12 with Technology & Engineering categories.
This book will provide readers with a good overview of some of the most recent advances in the field of detector technology for gamma-ray imaging, especially as it pertains to new applications. There will be a good mixture of general chapters in both technology and applications in medical imaging and industrial testing. The book will have an in-depth review of the research topics from world-leading specialists in the field. The conversion of the gamma-ray signal into analog/digital value will be covered in some chapters. Some would also provide a review of CMOS chips for gamma-ray image sensors.