Products related to Discovery:
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Knowledge Guided Machine Learning : Accelerating Discovery using Scientific Knowledge and Data
Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based models in many disciplines.Yet, these "black-box" ML models have found limited success due to their inability to work well in the presence of limited training data and generalize to unseen scenarios.As a result, there is a growing interest in the scientific community on creating a new generation of methods that integrate scientific knowledge in ML frameworks.This emerging field, called scientific knowledge-guided ML (KGML), seeks a distinct departure from existing "data-only" or "scientific knowledge-only" methods to use knowledge and data at an equal footing.Indeed, KGML involves diverse scientific and ML communities, where researchers and practitioners from various backgrounds and application domains are continually adding richness to the problem formulations and research methods in this emerging field.Knowledge Guided Machine Learning: Accelerating Discovery using Scientific Knowledge and Data provides an introduction to this rapidly growing field by discussing some of the common themes of research in KGML using illustrative examples, case studies, and reviews from diverse application domains and research communities as book chapters by leading researchers.KEY FEATURES First-of-its-kind book in an emerging area of research that is gaining widespread attention in the scientific and data science fields Accessible to a broad audience in data science and scientific and engineering fields Provides a coherent organizational structure to the problem formulations and research methods in the emerging field of KGML using illustrative examples from diverse application domains Contains chapters by leading researchers, which illustrate the cutting-edge research trends, opportunities, and challenges in KGML research from multiple perspectives Enables cross-pollination of KGML problem formulations and research methods across disciplines Highlights critical gaps that require further investigation by the broader community of researchers and practitioners to realize the full potential of KGML
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Knowledge Discovery from Archaeological Materials
This Element highlights the employment within archaeology of classification methods developed in the field of chemometrics, artificial intelligence, and Bayesian statistics.These operate in both high- and low-dimensional environments and often have better results than traditional methods.The basic principles and main methods are introduced with recommendations for when to use them.
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RICH SEARCH & DISCOVERY FOR RESEARCH DAT
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Food Information, Communication and Education : Eating Knowledge
Food Information, Communication and Education analyses the role of different media in producing and transforming knowledge about food. ‘Eating knowledge’, or knowledge about food and food practice, is a central theme of cooking classes, the daily press, school textbooks, social media, popular magazines and other media.In addition, a wide variety of actors have taken on the responsibility of informing and educating the public about food, including food producers, advertising agencies, celebrity chefs, teachers, food bloggers and government institutions. Featuring a range of European case studies, this interdisciplinary collection advances our understanding of the processes of mediatization, circulation and reception of knowledge relating to food within specific social environments.Topics covered include: popularized knowledge about food carried over from past to present; the construction of trustworthy knowledge in today’s food risk society; critical assessment of nutrition education initiatives for children; and political and ideological implications of food information policy and practice.
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Do you need prior knowledge for Star Trek: Discovery?
No, prior knowledge of the Star Trek universe is not necessary to enjoy Star Trek: Discovery. The show is designed to be accessible to both new viewers and longtime fans of the franchise. While there are references and connections to the larger Star Trek universe, the show's storylines and characters are introduced in a way that allows new viewers to easily follow along and become immersed in the world of Star Trek.
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Is a year of self-discovery after completing education meaningful?
A year of self-discovery after completing education can be incredibly meaningful. It provides an opportunity to explore personal interests, passions, and goals without the pressure of academic deadlines and responsibilities. This time can be used to travel, volunteer, or pursue new hobbies, allowing for personal growth and a deeper understanding of oneself. It can also help in making more informed decisions about future career paths and life goals. Overall, a year of self-discovery can be a valuable and enriching experience that sets the stage for a fulfilling and purposeful life.
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What is an old discovery?
An old discovery refers to a scientific or historical finding that was made a significant amount of time ago. These discoveries have often stood the test of time and have had a lasting impact on our understanding of the world. Examples of old discoveries include the theory of evolution by Charles Darwin, the discovery of electricity by Benjamin Franklin, and the invention of the printing press by Johannes Gutenberg. These discoveries have shaped our modern world and continue to be studied and celebrated for their significance.
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What was Luther's great discovery?
Luther's great discovery was the concept of justification by faith alone. He believed that individuals could be saved by their faith in God alone, rather than through good works or the sacraments of the Catholic Church. This idea challenged the traditional teachings of the Church and sparked the Protestant Reformation. Luther's emphasis on faith as the key to salvation had a profound impact on Christianity and led to the formation of new Protestant denominations.
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Discovery of Grounded Theory : Strategies for Qualitative Research
Most writing on sociological method has been concerned with how accurate facts can be obtained and how theory can thereby be more rigorously tested.In The Discovery of Grounded Theory, Barney Glaser and Anselm Strauss address the equally Important enterprise of how the discovery of theory from data—systematically obtained and analyzed in social research—can be furthered.The discovery of theory from data—grounded theory—is a major task confronting sociology, for such a theory fits empirical situations, and is understandable to sociologists and laymen alike.Most important, it provides relevant predictions, explanations, interpretations, and applications.In Part I of the book, "Generation Theory by Comparative Analysis," the authors present a strategy whereby sociologists can facilitate the discovery of grounded theory, both substantive and formal.This strategy involves the systematic choice and study of several comparison groups.In Part II, The Flexible Use of Data," the generation of theory from qualitative, especially documentary, and quantitative data Is considered.In Part III, "Implications of Grounded Theory," Glaser and Strauss examine the credibility of grounded theory.The Discovery of Grounded Theory is directed toward improving social scientists' capacity for generating theory that will be relevant to their research.While aimed primarily at sociologists, it will be useful to anyone Interested In studying social phenomena—political, educational, economic, industrial— especially If their studies are based on qualitative data.
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First in Fly : Drosophila Research and Biological Discovery
A single species of fly, Drosophila melanogaster, has been the subject of scientific research for more than one hundred years.Why does this tiny insect merit such intense scrutiny?Drosophila’s importance as a research organism began with its short life cycle, ability to reproduce in large numbers, and easy-to-see mutant phenotypes.Over time, laboratory investigation revealed surprising similarities between flies and other animals at the level of genes, gene networks, cell interactions, physiology, immunity, and behavior.Like humans, flies learn and remember, fight microbial infection, and slow down as they age.Scientists use Drosophila to investigate complex biological activities in a simple but intact living system.Fly research provides answers to some of the most challenging questions in biology and biomedicine, including how cells transmit signals and form ordered structures, how we can interpret the wealth of human genome data now available, and how we can develop effective treatments for cancer, diabetes, and neurodegenerative diseases. Written by a leader in the Drosophila research community, First in Fly celebrates key insights uncovered by investigators using this model organism.Stephanie Elizabeth Mohr draws on these “first in fly” findings to introduce fundamental biological concepts gained over the last century and explore how research in the common fruit fly has expanded our understanding of human health and disease.
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A Guided Discovery of Gardening : Knowledge, creativity and joy unearthed
For some, gardening is a mysterious activity involving muck, unfathomable know-how and physical labour.To others, it is their gateway to creativity, well-being and magic.Julia Atkinson-Dunn knows what it is to stand on both sides of this fence and has channelled her discovery of gardening into a book to aid and inspire others in their own.A Guided Discovery of Gardening is a comprehensive partner in creating a garden, arranged to sweep beginner and progressing gardeners through informative basics to fascinating insights laid bare through her casual, friendly writing.From intros to plant types and taking cuttings to valuable tips for home buyers and the curation of seasonally responsive planting.Particularly relevant to temperate regions around the world, rich doses of handy knowledge are intermingled with reflective essays and visits to some of her favourite NZ gardens.
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Current Issues and Trends in Knowledge Management, Discovery, and Transfer
No matter the industry, the development of information technologies has transformed how information is distributed and used to predict trends.Collecting and identifying the most vital information, however, requires constant management and manipulation. Current Issues and Trends in Knowledge Management, Discovery, and Transfer is an essential reference source that discusses crucial practices for collaborating and distributing work as well as validating accrued knowledge from real-time data.Featuring research on topics such as dynamic knowledge, management systems, and sharing behavior, this book is ideally designed for academics, researchers, librarians, managing professionals, and students seeking coverage on knowledge acquisition and implementation across systems.
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Series like Star Trek: Discovery
Series like Star Trek: Discovery are typically science fiction shows that explore themes of space exploration, advanced technology, and diverse alien cultures. They often feature a diverse cast of characters and focus on moral and ethical dilemmas faced by the crew. These series also tend to have high production values, intricate storylines, and a mix of action and drama. Fans of Star Trek: Discovery may enjoy other similar shows like The Expanse, Battlestar Galactica, and Doctor Who.
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What is your latest discovery?
My latest discovery is a new method for synthesizing a novel class of organic compounds with potential applications in drug development. By using a combination of computational modeling and organic synthesis techniques, my team and I were able to design and create these compounds with improved properties compared to existing ones. This discovery has the potential to open up new avenues for the development of more effective and targeted medications for various diseases.
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What was the gold discovery?
The gold discovery refers to the event in 1848 when gold was discovered at Sutter's Mill in California, sparking the California Gold Rush. The discovery led to a massive influx of people from all over the world seeking their fortunes in gold mining. This event had a significant impact on the development of California and the United States, as it led to rapid population growth and economic prosperity in the region.
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What is Oswald Avery's contribution to the discovery that DNA carries genetic information?
Oswald Avery's contribution to the discovery that DNA carries genetic information was through his groundbreaking experiments in the 1940s. Avery, along with his colleagues Colin MacLeod and Maclyn McCarty, demonstrated that DNA, and not proteins as previously believed, was the molecule responsible for carrying genetic information. Their experiments with bacteria showed that when DNA was altered, the genetic characteristics of the bacteria changed accordingly. This discovery laid the foundation for the understanding of DNA as the hereditary material in living organisms.
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