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  • Multivariate Biomarker Discovery : Data Science Methods for Efficient Analysis of High-Dimensional Biomedical Data
    Multivariate Biomarker Discovery : Data Science Methods for Efficient Analysis of High-Dimensional Biomedical Data

    Multivariate biomarker discovery is increasingly important in the realm of biomedical research, and is poised to become a crucial facet of personalized medicine.This will prompt the demand for a myriad of novel biomarkers representing distinct 'omic' biosignatures, allowing selection and tailoring treatments to the various individual characteristics of a particular patient.This concise and self-contained book covers all aspects of predictive modeling for biomarker discovery based on high-dimensional data, as well as modern data science methods for identification of parsimonious and robust multivariate biomarkers for medical diagnosis, prognosis, and personalized medicine.It provides a detailed description of state-of-the-art methods for parallel multivariate feature selection and supervised learning algorithms for regression and classification, as well as methods for proper validation of multivariate biomarkers and predictive models implementing them.This is an invaluable resource for scientists and students interested in bioinformatics, data science, and related areas.

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  • Enhancing Communication & Collaboration in Interdisciplinary Research
    Enhancing Communication & Collaboration in Interdisciplinary Research

    Enhancing Communication & Collaboration in Interdisciplinary Research, edited by Michael O'Rourke, Stephen Crowley, Sanford D.Eigenbrode, and J. D. Wulfhorst, is a volume of previously unpublished, state-of-the-art chapters on interdisciplinary communication and collaboration written by leading figures and promising junior scholars in the world of interdisciplinary research, education, and administration.Designed to inform both teaching and research, this innovative book covers the spectrum of interdisciplinary activity, offering a timely emphasis on collaborative interdisciplinary work.The book’s four main parts focus on theoretical perspectives, case studies, communication tools, and institutional perspectives, while a final chapter ties together the various strands that emerge in the book and defines trend-lines and future research questions for those conducting work on interdisciplinary communication.

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  • Efficient Go : Data-Driven Performance Optimization
    Efficient Go : Data-Driven Performance Optimization

    With technological advancements, fast markets, and higher complexity of systems, software engineers tend to skip the uncomfortable topic of software efficiency.However, tactical, observability-driven performance optimizations are vital for every product to save money and ensure business success. With this book, any engineer can learn how to approach software efficiency effectively, professionally, and without stress.Author Bartlomiej Plotka provides the tools and knowledge required to make your systems faster and less resource-hungry.Efficient Go guides you in achieving better day-to-day efficiency using Go.In addition, most content is language-agnostic, allowing you to bring small but effective habits to your programming or product management cycles. This book shows you how to: Clarify and negotiate efficiency goalsOptimize efficiency on various levelsUse common resources like CPU and memory effectivelyAssess efficiency using observability signals like metrics, logging, tracing, and (continuous) profiling via open source projects like Prometheus, Jaeger, and ParcaApply tools like go test, pprof, benchstat, and k6 to create reliable micro and macro benchmarksEfficiently use Go and its features like slices, generics, goroutines, allocation semantics, garbage collection, and more!

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  • PostgreSQL 15 Cookbook : Efficient data management with 100+ recipes
    PostgreSQL 15 Cookbook : Efficient data management with 100+ recipes


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  • What is more data-efficient regarding Two-Factor Authentication (2FA)?

    Using a hardware token for Two-Factor Authentication (2FA) is more data-efficient compared to receiving one-time codes via SMS or email. Hardware tokens generate unique codes without the need for an internet connection, reducing the amount of data transmitted and stored. This can be especially beneficial in areas with limited connectivity or for individuals concerned about privacy and security. Additionally, hardware tokens are not susceptible to phishing attacks or SIM swapping, further enhancing their data efficiency and security.

  • What is more efficient?

    In general, efficiency depends on the context and specific task at hand. However, in many cases, using technology and automation can be more efficient than manual processes. Technology can help streamline tasks, reduce errors, and save time, ultimately leading to increased productivity. It is important to assess the specific needs and goals of a task or process to determine the most efficient approach.

  • How efficient is hydropower?

    Hydropower is considered to be a highly efficient form of renewable energy. It has a high energy conversion rate, with modern hydropower plants converting around 90% of the energy in flowing water into electricity. Additionally, hydropower plants can quickly respond to changes in electricity demand, making them a reliable source of power. However, the efficiency of hydropower can be affected by factors such as water availability and seasonal variations in flow rates.

  • Is efficient coal gasification possible?

    Yes, efficient coal gasification is possible with the advancement of technology and the development of more efficient gasification processes. By using advanced gasification technologies, such as integrated gasification combined cycle (IGCC), coal can be converted into syngas with high efficiency. This syngas can then be used for power generation or as a feedstock for the production of chemicals and fuels, making coal gasification a promising option for cleaner energy production. However, challenges such as high costs and environmental concerns still need to be addressed to make coal gasification more widely adopted.

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  • Energy-Efficient and Semi-automated Truck Platooning : Research and Evaluation
    Energy-Efficient and Semi-automated Truck Platooning : Research and Evaluation

    This open access book presents research and evaluation results of the Austrian flagship project “Connecting Austria,” illustrating the wide range of research needs and questions that arise when semi-automated truck platooning is deployed in Austria.The work presented is introduced in the context of work in similar research areas around the world.This interdisciplinary research effort considers aspects of engineering, road-vehicle and infrastructure technologies, traffic management and optimization, traffic safety, and psychology, as well as potential economic effects.The book’s broad perspective means that readers interested in current and state-of-the-art methods and techniques for the realization of semi-automated driving and with either an engineering background or with a less technical background gain a comprehensive picture of this important subject.The contributors address many questions such as:Which maneuvers does a platoon typically have tocarry out, and how?How can platoons be integrated seamlessly in the traffic flow without becoming an obstacle to individual road users?What trade-offs between system information (sensors, communication effort, etc.) and efficiency are realistic?How can intersections be passed by a platoon in an intelligent fashion?Consideration of diverse disciplines and highlighting their meaning for semi-automated truck platooning, together with the highlighting of necessary research and evaluation patterns to address such a broad task scientifically, makes Energy-Efficient and Semi-automated Truck Platooning a unique contribution with methods that can be extended and adapted beyond the geographical area of the research reported.

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  • Efficient Communication with Telephone and Line Test Function Great for Engineers
    Efficient Communication with Telephone and Line Test Function Great for Engineers


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  • The Enterprise Data Catalog : Improve Data Discovery, Ensure Data Governance, and Enable Innovation
    The Enterprise Data Catalog : Improve Data Discovery, Ensure Data Governance, and Enable Innovation

    Combing the web is simple, but how do you search for data at work?It's difficult and time-consuming, and can sometimes seem impossible.This book introduces a practical solution: the data catalog.Data analysts, data scientists, and data engineers will learn how to create true data discovery in their organizations, making the catalog a key enabler for data-driven innovation and data governance. Author Ole Olesen-Bagneux explains the benefits of implementing a data catalog.You'll learn how to organize data for your catalog, search for what you need, and manage data within the catalog.Written from a data management perspective and from a library and information science perspective, this book helps you:Learn what a data catalog is and how it can help your organizationOrganize data and its sources into domains and describe them with metadataSearch data using very simple-to-complex search techniques and learn to browse in domains, data lineage, and graphsManage the data in your company via a data catalogImplement a data catalog in a way that exactly matches the strategic priorities of your organizationUnderstand what the future has in store for data catalogs

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  • User Friendly Telephone with 1 Key and Speed Dials for Efficient Communication
    User Friendly Telephone with 1 Key and Speed Dials for Efficient Communication


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  • Are halogen lamps energy-efficient?

    Halogen lamps are not considered to be very energy-efficient. They are known for producing a lot of heat, which means they waste a significant amount of energy. In fact, they are less efficient than other types of lighting such as LED or CFL bulbs. Therefore, if energy efficiency is a priority, it is recommended to consider using alternative lighting options.

  • Is a dictatorship more efficient?

    A dictatorship can be more efficient in terms of decision-making and implementation of policies because power is concentrated in the hands of a single leader. This can lead to quicker and more decisive actions compared to democracies where decisions may be delayed due to the need for consensus among multiple stakeholders. However, the lack of checks and balances in a dictatorship can also lead to abuses of power, corruption, and the suppression of dissent, which can ultimately hinder long-term efficiency and sustainability. Ultimately, the efficiency of a dictatorship depends on the intentions and capabilities of the leader in power.

  • Is the electric kettle efficient?

    Yes, electric kettles are generally considered to be efficient. They are designed to quickly and efficiently heat water, using less energy than boiling water on a stovetop. Additionally, electric kettles have automatic shut-off features that help conserve energy and prevent over-boiling. Overall, electric kettles are a convenient and efficient way to heat water for various purposes.

  • Are the RGB fans not as efficient or are the non-RGB fans very efficient?

    The efficiency of RGB fans and non-RGB fans depends on various factors such as the design, size, and quality of the fans. Generally, the efficiency of a fan is determined by its ability to move air and cool the system effectively. RGB fans may have additional components such as LED lights which could potentially impact their efficiency compared to non-RGB fans. However, this difference may not be significant and there are many efficient RGB fans available on the market. Ultimately, the efficiency of a fan is determined by its specific design and performance, rather than whether it has RGB lighting.

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