It is crucial that forensic science meets challenges such as identifying hidden patterns in data, validating results for accuracy, and understanding varying criminal activities in order to be authoritative so as to hold up justice and public safety. Artificial intelligence, with its potential subsets of machine learning and deep learning, has the potential to transform the domain of forensic science by handling diverse data, recognizing patterns, and analyzing, interpreting, and presenting results. Machine Learning and deep learning frameworks, with developed mathematical and computational tools, facilitate the investigators to provide reliable results. Further study on the potential uses of these technologies is required to better understand their benefits. Aiding Forensic Investigation Through Deep Learning and Machine Learning Frameworks provides an outline of deep learning and machine learning frameworks and methods for use in forensic science to produce accurate and reliable results to aid investigation processes. The book also considers the challenges, developments, advancements, and emerging approaches of deep learning and machine learning. Covering key topics such as biometrics, augmented reality, and fraud investigation, this reference work is crucial for forensic scientists, law enforcement, computer scientists, researchers, scholars, academicians, practitioners, instructors, and students.

Type II diabetes is a massive industry, but it's terrible medicine. Insulin resistance is not a malfunction to be fixed. It's the way cells defend themselves against toxicity from too much glucose uptake. Yet conventional medicine insists on overriding those defenses with drugs, forcing cells to take up far too much glucose, simply to clear it from the blood. The results are worsening glucose toxicity, insulin resistance, and heart disease risk. A total re-thinking of type II diabetes is long overdue, and is now here, written by a scientist who has lived through and beaten his own type II diabetes.

A perfume-flavorist's practical description of most of the commercially available perfume and flavor chemicals, with their chemical structure and practical physical data, appearance, odor and flavor type, reported and suggested uses, production and evaluation, with literature references for further details and study. Volume III Monographs 2929: TETROHYDRO-2-(para-TOROLOXY)-PYRAN to 3102: ZINGIBERENE Also includes reprise of Monographs 2926/2927 Tables of odors and flavors, classified in basic groups Explanation to Index Radicle synonym list Index to all volumes Literature References

Physician and diagnostician William Morgan worked in the late 19th century: this book offers an understanding of diabetes mellitus in his time. Although many of the diagnostic tenets and symptoms of diabetes were discovered and known, the methods of treating the illness were sorely lacking. The discovery of insulin was decades away; as such the remedies noted within this text are obsolete - chemical concoctions consisting of ingredients like Sulphur, opium, phosphates, and the inhalation of oxygen gas. A chapter is devoted to now-discredited homeopathic treatments. While the general symptoms of the illness are known, distinctions between Type 1 and Type 2 diabetes was mpt. The author notes the connection of diabetes with sugar, and is able to make recommendations with respect to dietary intake and nutrition that carry some relevance to the modern-day clinic. Recipes are appended, attested by other physicians as favorable. Overwhelmingly however, we find 19th century medicine lacking for diabetes.

Forensic Examination of Signatures explains the neuroscience and kinematics of signature production, giving specific details of research carried out on the topic. It provides practical details for forensic examiners to consider when examining signatures, especially now that we are in an era of increasing digital signatures. Written by a foremost forensic document examiner, this reference provides FDEs, the legal community, the judiciary, and the academic community with a comprehensive record of the state-of-the-art of signature examination and plans for addressing future research into improving the reliability of FDEs.

Authored by London-based Researcher from Imperial, Exponential Progress takes readers on a journey through over seven decades of progress, as technology has shaped and controlled everything from banking and business to education, medicine, and the very basis of the human genome. It is a must read for anyone look to learn about fascinating emerging technologies that will disrupt our lives over the next ten years. Humanity is progressing towards a world that will be dominated by the end-results the scientific inventions that will evolve over the next decade. Technological progress has accelerated over the past decade - it was slow and buggy at the beginning, but the rate of improvement is now exponential. The growth is accelerating faster than we could have ever imagined. From a business perspective, these ground-breaking technologies are expected to be the best investments for the next decade. That is why investors and entrepreneurs are tenacious to grow rapidly. But where did it all start? How far have we come in the past 70 years since we developed the first digital computer? Thousands of innovators are in the process of developing the building blocks of these technologies, that will radically grow over the next decade and potentially dominate the century. But now, civilisation has reached a point when this progress cannot be controlled. The author cuts to the core of what humanity has achieved since the invention of the digital computer, where the new jaw-dropping technological innovation will come from, and where the line is drawn between fact and fad. This nonfiction meticulously looks back at the history, analyse current progress and what the researchers have achieved until now. The author attempts to comprehend the need for advancement and in parallel, the potential over the next decade, and reflecting on the necessity of control. If you are interested in new technologies, this will be one of the best books to read. Prepared to be mind-blown with the ideas you are going to find. Farabi, the author of Exponential Progress, is the Head of Research at IntelXSys(TM) and working as one of the Research Experience Leads for Clinical Research and Innovation (CRI) module at the Imperial College London. He has worked with over 100 companies as a technology consultant and spoken at a number of international conferences around the world.

The world of single-board computing puts powerful coding tools in the palm of your hand. The portable Raspberry Pi computing platform with the power of Linux yields an exciting exploratory tool for beginning scientific computing. Science and Computing with Raspberry Pi takes the enterprising researcher, student, or hobbyist through explorations in a variety of computing exercises with the physical sciences. The book has tutorials and exercises for a wide range of scientific computing problems while guiding the user through: Configuring your Raspberry Pi and Linux operating system Understanding the software requirements while using the Pi for scientific computing Computing exercises in physics, astronomy, chaos theory, and machine learning

As early as 2030 the Arctic Ocean could lose essentially all of its ice during the warmest months of the year-a radical transformation that would destroy virtually all of the Arctic ecosystems and disrupt or destroy many northern communities, if not many communities along the coastal areas of Earth. Even now concentrations of Greenhouse gases are rising dramatically - because of mankind's industry as well as human overpopulation leading to the destruction of the cycle of photosynthesis. The human of Earth seems to be leading its own extinction. Has the cycle reached its "critical mass" and now unable to be reversed? Will popular social efforts such as "Going Green" help in any way whatsoever at this point in a global evolutionary crisis? In only a few - perhaps two - generations of the human race might we know the answers to whether the human race will have a planet capable of sustaining life without ever leaving this world.