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Advances in technology are making massive data sets common in many scientific disciplines, such as astronomy, medical imaging, bio-informatics, combinatorial chemistry, remote sensing, and physics. To find useful information in these data sets, scientists and engineers are turning to data mining techniques. This book is a collection of papers based on the first two in a series of workshops on mining scientific datasets. It illustrates the diversity of problems and application areas that can benefit from data mining, as well as the issues and challenges that differentiate scientific data mining from its commercial counterpart. While the focus of the book is on mining scientific data, the work is of broader interest as many of the techniques can be applied equally well to data arising in business and web applications. Audience: This work would be an excellent text for students and researchers who are familiar with the basic principles of data mining and want to learn more about the application of data mining to their problem in science or engineering.
With Super Spellers Starter Sets, you have everything you need to bring to life the wisdom of Super Spellers: Seven Steps to Transforming Your Spelling Instruction. Building on his research-based approach, Mark Weakland provides lesson plans and tools to create spelling centers and teach spelling strategies. This teacher resource provides a wealth of material, all adaptable to match the needs of your students: Seven spelling strategy lessons every student needs to know More than 20 lessons for different grade levels Pointers, differentiated word lists, sorting masters and correlating word ladders Six must-have spelling centers for nurturing independent practice A resource-rich appendix With these resources, your students will notice and remember spelling patterns and words while making connections between spelling and their reading and writing lives.
This book provides a comprehensive overview of wireless technologies for industrial network systems. The authors first describe the concept of industrial network systems and their application to industrial automation. They then go on to cover the role of sensing and control in industrial network systems, and the challenge of sensing and control in the industrial wireless environment. Then, the existing techniques for resource efficiency information transmission are introduced and studied. Afterward, the authors introduce sensing and control-oriented transmission for industrial network systems, which take advantage of spatial diversity gain to overcome the interference and fading, which in turn improves the transmission reliability without expending extra spectrum resources and enlarging the transmission delay. Subsequently, edge assisted efficient transmission schemes are introduced, which integrate the capacities of communication, computing, and control to relieve the contradiction of resource limitation and massive data. Finally, the authors discuss open research issues and future works about information transmission in industrial network systems.
This book comprehensively illustrates quality-ware scheduling in key-value stores. In addition, it provides scheduling strategies and a prototype framework of quality-aware scheduler as well as a demonstration of online applications. The book offers a rich blend of theory and practice which is suitable for students, researchers and practitioners interested in distributed systems, NoSQL key-value stores and scheduling.
Building Vocabulary provides a systematic approach to teaching vocabulary using Greek and Latin prefixes, bases, and suffixes. Over 90% of English words of two or more syllables are of Greek or Latin origin. Instead of learning words and definitions in isolation, students learn key roots and strategies for deciphering words and their meanings across all content areas. Building Vocabulary: Foundations for grades 1-2, empowers beginning readers to learn words by identifying word parts or word families that share common sounds. Students will build vocabulary through the use of poetry, word endings, and simple roots. Building Vocabulary: Foundations: Level 1 kit includes: Teacher's Guide; Student Guided Practice Book (Each kit includes a single copy; additional copies may be ordered in quantities of 10 or more); Assessments to support data-driven instruction; and Digital resources including modeled lessons, 50 bonus activities, and more.
These books are ideal for homeschooling and for tutoring.
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