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Machine Learning for Plant Biology

Table of contents &nbsp; <ol> <li>Edge-based machine learning for computer vision in smart plant biology imaging</li> <li>Machine Learning for Studying Plant Evolutionary Developmental Biology</li> <li>Machine Learning for Plant High-Throughput Phenotyping</li> <li>Machine Learning for&nbsp;Studying Plant Secondary Metabolites</li> <li>Machine Learning for Plant Ecological Research</li> <li>Machine Learning for Modelling Plant Abiotic Stress Responses</li> <li>Machine Learning for Modelling Plant-Pathogen Interactions</li> <li>Machine Learning-Enhanced Plant Disease Detection and Management</li> <li>Machine Learning for Analysing and Integrating Multiple Omics</li> <li>Machine Learning for Plant Single-Cell RNA Sequencing</li> <li>Machine Learning for Plant Genomic Prediction</li> <li>Machine Learning-Assisted Plant Systems Biology</li> <li>Machine learning-driven precision plant breeding</li> <li>Machine Learning-Driven Smart Agriculture</li> <li>Plant Leaf Disease Detection and Classification Using Convolutional Neural Networks</li> <li>The Future Farming: Machine Learning and Crop Health</li> <li>Social Impact of Machine Learning on agricultural Communities</li> <li>Ethical and regulatory considerations of machine learning in modern agriculture</li> </ol>

Tweaksters, Fraudsters, and the Manipulation of Empirical Results

The Credibility Crisis in Science

Many of the deepest and most important areas of mathematics have arisen from questions about extremes - shortest lines, smallest areas, densest packings, fewest colours. Mathematicians have been grappling with such issues for centuries, and some go back thousands of years. The isoperimetric problem, for example - which asks for the shortest path enclosing a given area - dates back to the mythological founding of the city of Carthage. By contrast, it was only in 2017 that the densest ways to pack identical spheres into a space of 24 dimensions was finally proved. Many of these problems are more than mere thought experiments. The origins of the Travelling Salesperson Problem - find the shortest route that visits a given set of cities - are self-explanatory. The Plateau problem, about the geometry of soap bubbles, now has applications as diverse as cosmology and biological development. Reaching for the Extreme tells the stories of these and other similar problems: their historical roots, the struggles to solve them, and the uses that can be made of the results, when such uses exist.

How the Quest for the Biggest, Fewest and Weirdest Makes Maths

Reaching for the Extreme

Western thought has been dominated by the dichotomy of traditional religion and secular atheism. But do we have to choose between these options? In this pioneering work, Philip Goff argues that it is time to move on from both God and atheism. Through an exploration of contemporary cosmology and cutting-edge philosophical research on consciousness, Goff argues for cosmic purpose: the idea that the universe is directed towards certain goals, such as the emergence of life. In contrast to religious thinkers, Goff argues that the traditional God is a bad explanation of cosmic purpose. Instead, he explores a range of alternative possibilities for accounting for cosmic purpose, from the speculation that we live in a computer simulation to the hypothesis that the universe itself is a conscious mind. Goff scrutinizes these options with analytical rigour, laying the foundations for a new paradigm of philosophical enquiry into the middle ground between God and atheism. Ultimately, Goff outlines a way of living in hope that cosmic purpose is still unfolding, involving political engagement and a non-literalist interpretation of traditional religion.

Why? The Purpose of the Universe

This timely and relevant guide for early career researchers was born out of the pandemic era as a series of talks initiated by Professor Andy Hor. As an experienced mentor of the leading research organization in Singapore, his wisdom and practical advice cover a broad range of essential topics, including grantsmanship, collaboration, lab setup, winning awards, building networks, and achieving impact.The lighthearted tone makes concepts easily digestible, with short, manageable sections. Interactive elements, such as the 'Food for thought' segments, encourage readers to reflect and apply the ideas discussed, enhancing their learning experience.Unlike traditional academic texts, this book offers a casual reading experience, yet remains a valuable resource not just for early career researchers but also for seasoned professionals seeking to refresh their approach and stay motivated. It is designed to be a supportive companion for researchers to help them navigate the complexities of achieving their scientific success and professional goals.

Kickstarter Guide To Research, A: Lunchtime Conversations With Andy

Women Pioneers of Science

Against the Odds

Special Publications

The Science and History of Light and Colors in the Sky

Atmospheric Optics

A Methodical Approach

Law and Technology

Bullying, Impact on Health, and Beyond is a systematic review of at least 2,000 published studies on bullying and other forms of victimization.

Bullying, Impact on Health, and Beyond is a systematic review of at least 2,000 published studies on bullying and other forms of victimization. The goal of the book is to promote an understanding of the wide range of health risks associated with bullying, a multifaceted form of psychosocial stressor that can be prevalent along the lifespan, crossing social, cultural, and geographic boundaries. This text intends to highlight bullying as a form of victimization, while advancing the notion of a spectrum of maltreatment. 

Through its 20 chapters, the book provides documented academic evidence about what is known, so far, about the concept and nature of bullying and other forms of victimization; their global prevalence; association with morbidity, psychosocial risks and mortality and clinical strategies for their prevention, detection, intervention and treatment. Furthermore, this text emphasizes the notion and significance of poly-victimization and revictimization, while focusing on the occurrence of bullying and other forms of maltreatment in schools; the home milieu and neighborhood; workplace; cyberspace; sports; dating relationships; tertiary education; military training; and witnessing others being victimized. The author's decades of clinical and advocacy efforts to prevent, detect and treat the deleterious effects of bullying and other forms of victimization are reflected through all chapters with recommendations for future research, clinical and public policy strategies to target this problem.

Exploring the Spectrum of Maltreatment

Bullying, Impact on Health, and Beyond

?If you have ever wondered why an airliner bound from London to Los Angeles flies over Greenland, how we know what lies inside the Earth, or how computers correct errors, then this is for you' John Gribbin, author of Six Impossible Things How does a delivery driver distribute hundreds of packages in a single day? Why can maps help to win elections? Where should we look for serial killers? The answers lie in the crucial connection between maps and maths. In Mapmatics, mathematician Dr Paulina Rowinska embarks on a fascinating journey to discover the mathematical foundations of cartography and cartographical influences on mathematics. From a sixteenth-century map that remains an indispensable navigation tool on our phones to public transport maps that both guide and mislead passengers, she reveals how maps and maths shape not only our sense of space and time but also our worldview. In entertaining stories, surprising real-world examples, maps, illustrations and a cast of unforgettable characters, Mapmatics helps us to appreciate the mathematical methods and ideas behind maps - and leaves us better equipped to look after them. ?A wonderfully readable adventure' Edward Brooke-Hitching, author of The Phantom Atlas ?This book blew my mind, again and again' Roma Agrawal, author of Built ?Entertaining, illuminating . . . An engaging look at a fascinating subject' New Scientist ?An expansive journey through time and place' The Observer

How We Navigate the World Through Numbers

Mapmatics

How Homo sapiens Came to Dominate the Planet

The Powerful Primate

On What Evidence? presents a case-based approach to clinical decision-making that integrates many kinds of medical knowledge in providing care for an individual patient. Since the rise in popularity of evidence-based medicine (EBM), most discussions of medical decision-making have focused almost entirely on knowledge derived from clinical research. Robyn Bluhm and Mark Tonelli evaluate other sources of knowledge--laboratory research on physiological mechanisms, a physician's own clinical experience, and a patient's experiences and values--to demonstrate that these are equally important in making decisions about care.

Making the Case in Medical Decision-Making

On What Evidence?

This book provides a unique exploration of the mechanical properties of graphene and graphene-based materials, with a focus on elastic constants, tensile strength, hardness, and deformation behavior. It emphasizes the critical link between structure and mechanical properties, highlighting how atomic-scale characteristics influence macroscopic performance. This connection is further surveyed through molecular dynamics studies, providing a bridge between theoretical predictions and experimental observations. With an integrated analysis of both the fundamental and applied aspects of graphene's mechanical properties, this book serves as an essential resource for researchers, engineers, and students interested in understanding how this family of materials can be harnessed for advanced material design and application.

Graphene And Graphene-based Materials: Structure And Mechanical Properties

Machine Learning for Plant Biology

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