Machine Learning And Artificial Intelligence In Chemical And Biological Sensing
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Machine Learning And Artificial Intelligence In Chemical And Biological Sensing
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Author : Jeong-Yeol Yoon
language : en
Publisher: Elsevier
Release Date : 2024-07-07
Machine Learning And Artificial Intelligence In Chemical And Biological Sensing written by Jeong-Yeol Yoon and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-07 with Science categories.
Machine learning (ML) has recently become popular in chemical and biological sensing applications. ML is a subset of artificial intelligence (AI) and other AI techniques have been used in various chemical and biological sensing. Machine Learning and Artificial Intelligence in Chemical and Biological Sensing covers the theoretical background and practical applications of various ML/AI methods toward chemical and biological sensing. No comprehensive reference text has been available previously to cover the wide breadth of this topic. The Editors have written the first three chapters to firmly introduce the reader to fundamental ML theories that can be used for chemical/biosensing. The subsequent chapters then cover the practical applications with contributions by various experts in the field. They show how ML and AI-based techniques can provide solutions for: 1) identifying and quantifying target molecules when specific receptors are unavailable 2) analyzing complex mixtures of target molecules, such as gut microbiome and soil microbiome3) analyzing high-throughput and high-dimensional data, such as drug screening, molecular interaction, and environmental toxicant analysis, 4) analyzing complex data sets where fingerprinting approach is needed This book is written primarily for upper undergraduate students, graduate students, research staff, and faculty members at teaching and research universities and colleges who are working on chemical sensing, biosensing, analytical chemistry, analytical biochemistry, biomedical imaging, medical diagnostics, environmental monitoring, and agricultural applications. - Presents the first comprehensive reference text on the use of ML and AI for chemical and biological sensing - Provides a firm grounding in the fundamental theories on ML and AI before covering the practical applications with contributions by various experts in the field - Includes a wide array of practical applications covered, including: E-nose, Raman, SERS, lens-free imaging, multi/hyperspectral imaging, NIR/optical imaging, receptor-free biosensing, paper microfluidics, single molecule analysis in biomedicine, in situ protein characterization, microbial population dynamics, and all-in-one sensor systems
Sensing And Artificial Intelligence Solutions For Food Manufacturing
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Author : Daniel Hefft
language : en
Publisher: CRC Press
Release Date : 2023-03-31
Sensing And Artificial Intelligence Solutions For Food Manufacturing written by Daniel Hefft and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-31 with Computers categories.
This book gives readers a practical introduction into machine learning and sensing techniques, their design and ultimately specific applications that could improve food production. It shows how these sensing and computing systems are suitable for process implementation in food factories. This book starts by giving the reader an overview of the historic structures of food manufacturing standards and how they defined today’s manufacturing. It is followed by a topical introduction for professionals in the food industries in topics such as AI, machine learning, and neural networks. It also includes an explanation of the different sensor systems and their basic principles. It shows how these sensing and computing systems are suitable for process implementation in food factories and what types of sensing systems have already been proven to deliver benefit to the food manufacturing industries. The authors also discuss issues around food safety, labelling, and traceability and how sensing and AI can help to resolve issues. They also use case studies and specific examples that can show the benefit of such technologies compared to current approaches. This book is a practical introduction and handbook for students, food engineers, technologists and process engineers on the benefits and challenges around modern manufacturing systems following Industry 4.0 approaches.
Advanced Sensors For Smart Healthcare
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Author : Tuan Anh Nguyen
language : en
Publisher: Elsevier
Release Date : 2025-01-27
Advanced Sensors For Smart Healthcare written by Tuan Anh Nguyen and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-27 with Computers categories.
Advanced Sensors for Smart Healthcare provides an invaluable resource for researchers and healthcare practitioners who are eager to use technology to improve the lives of patients. Sections highlight data from sensor networks via the smart hospital framework, including data, insights, and access. This book shows how the use of sensors to gather data on a patient's condition and the environment their care takes place in can allow healthcare professionals to monitor well-being and make informed decisions about treatment. - Describes the fundamentals of sensors, biosensors, and smart hospitals - Explains how sensors and implanted nanodevices can be used in smart healthcare - Discusses how intelligent wireless medical sensor networks can be used for healthcare in the future - Companion volume to Sensor Networks for Smart Hospitals
Aptasensors For Food Safety
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Author : Raju Khan
language : en
Publisher: CRC Press
Release Date : 2024-10-04
Aptasensors For Food Safety written by Raju Khan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-04 with Technology & Engineering categories.
This reference book provides updated knowledge on fundamentals and applications of aptasensors in food science. It discusses aptamer selection strategies including Systematic Evolution of Ligands through EXponential enrichment (SELEX), Capture SELEX, Cell SELEX, and GO SELEX strategies for aptasensor design involving well-studied and newly emerged nanomaterials, food analysis focusing on its safety, aptasensing techniques relevant to detection of food pathogens, pesticides, veterinary drug residues, toxins, heavy metals, allergens, and future perspectives of aptamers in food science and technology. The book focuses on recent developments in aptasensors and their use in detection of contaminants in food. The book is an excellent resource for R&D organizations dedicated to the development of biosensors in general and aptasensors in particular for the detection of environmental contaminants in the food supply chain. Also, the contents of the book will be useful to researchers, postgraduate students, analytical chemists, food scientists, and regulatory authorities.
The Ultimate Guide To Forensic Scene Investigations
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date :
The Ultimate Guide To Forensic Scene Investigations written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on with Foreign Language Study categories.
Embark on an enthralling journey into the enigmatic realm of forensic scene investigations with this comprehensive guide, meticulously crafted to unravel the mysteries that lie hidden within crime scenes. Written in a lucid and engaging style, this book delves into the intricate details of forensic science, empowering readers with a comprehensive understanding of the methodologies, techniques, and applications employed in this fascinating field. Forensic scene investigations play a pivotal role in the intricate tapestry of justice, meticulously examining crime scenes to extract hidden truths and identify the elusive individuals responsible for criminal activities. This book delves into the methodologies employed by forensic investigators, exploring the scientific principles, technological tools, and investigative strategies that underpin this vital discipline. Within these pages, you will discover the intricacies of physical evidence analysis, delving into the examination of fingerprints, impressions, hair, and trace evidence, each playing a crucial role in reconstructing the events of a crime. The complexities of biological evidence analysis are unveiled, shedding light on the extraction and analysis of DNA, serological fluids, and other biological materials, providing invaluable insights into the identities of suspects and the circumstances surrounding the crime. The multifaceted world of digital fore migrasics is also meticulously explored, unraveling the techniques employed to examine digital devices, extract critical data, and uncover hidden evidence concealed within the digital realm. The book delves into the intricate realm of forensic pathology, exploring the examination of human remains and the determination of the cause and manner of death, providing crucial insights into the circumstances surrounding a crime. With each chapter, you will delve deeper into the enigmatic world of forensic scene investigations, gaining a profound understanding of the methodologies, techniques, and applications that shape this dynamic field. Whether you are a seasoned professional seeking to enhance your knowledge or an aspiring forensic investigator eager to embark on a journey of discovery, this book will serve as your trusted guide, empowering you to navigate the complexities of forensic scene investigations with confidence and expertise. If you like this book, write a review!
Wearable Physical Chemical And Biological Sensors
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Author : Eden Morales-Narvaez
language : en
Publisher: Elsevier
Release Date : 2022-02-22
Wearable Physical Chemical And Biological Sensors written by Eden Morales-Narvaez and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-22 with Science categories.
Wearable Physical, Chemical and Biological Sensors introduces readers of all backgrounds—chemistry, electronics, photonics, biology, microfluidics, materials, and more—to the fundamental principles needed to develop wearable sensors for a host of different applications. The capability to continuously monitor organ-related biomarkers, environmental exposure, movement disorders, and other health conditions using miniaturized devices that operate in real time provides numerous benefits, such as avoiding or delaying the onset of disease, saving resources allocated to public health, and making better decisions on medical diagnostics or treatment. Worn like glasses, masks, wristwatches, fitness bands, tattoo-like devices, or patches, wearables are being boosted by the Internet of Things in combination with smart mobile devices. Besides, wearables for smart agriculture are also covered. Written by experts in their respective fields, Wearable Physical, Chemical and Biological Sensors provides insights on how to design, fabricate, and operate these sensors. - Provides a holistic view of the field, covering physical, chemical, and biosensing approaches along with the advantages of their various functionalities - Covers all necessary elements for developing wearable sensors, including materials, biorecognition elements, transductions systems, signal amplification strategies, and system design considerations - Each chapter includes examples, summaries, and references for further reading
The Ai Cleanse Transforming Wastewater Treatment Through Artificial Intelligence
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Author : Manoj Chandra Garg
language : en
Publisher: Springer Nature
Release Date : 2024-08-20
The Ai Cleanse Transforming Wastewater Treatment Through Artificial Intelligence written by Manoj Chandra Garg and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-20 with Computers categories.
This groundbreaking book goes beyond conventional approaches and explores how AI is revolutionizing the field of wastewater treatment, offering innovative solutions to pressing challenges. "The AI Cleanse" takes you on a captivating journey through the convergence of AI and wastewater treatment, revealing the potential for enhanced efficiency, effectiveness, and sustainability. From optimizing treatment processes to intelligent monitoring and fault detection, this book showcases how AI-driven technologies can reshape the way we approach wastewater treatment. Gain a comprehensive understanding of the basics of wastewater treatment and the limitations of traditional methods. Explore the practical applications of AI, such as data acquisition and analysis, process optimization, and resource recovery. Learn about cutting-edge technologies, emerging trends, and future directions in the field. Written in a reader-friendly style, "The AI Cleanse" bridges the gap between theoretical knowledge and practical implementation. Packed with real-world examples, case studies, and insights from experts in the field, this book equips researchers, professionals, and students with the knowledge needed to harness the full potential of AI in wastewater treatment. If you are passionate about environmental preservation, sustainable practices, and the power of technology, "The AI Cleanse" is your guide to unlocking the transformative potential of artificial intelligence in wastewater treatment. Embrace a cleaner future and be at the forefront of this revolution in the field.
Artificial Intelligence And Machine Learning For Sustainable Development
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Author : Pawan Whig
language : en
Publisher: CRC Press
Release Date : 2024-12-18
Artificial Intelligence And Machine Learning For Sustainable Development written by Pawan Whig and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-18 with Computers categories.
Artificial Intelligence and Machine Learning for Sustainable Development is a comprehensive exploration of how artificial intelligence (AI) and machine learning (ML) technologies are revolutionizing the field of sustainable development. The book examines cutting-edge innovations, practical applications, and potential challenges in harnessing AI and ML to address global sustainability issues. It offers insights into how these technologies can optimize resource management, improve environmental monitoring, enhance decision-making processes, and promote equitable, eco-friendly solutions. This book would be of special interest to researchers, policymakers, and practitioners seeking to leverage cutting-edge technology for a more sustainable future.
Artificial Intelligence And Data Science In Environmental Sensing
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Author : Mohsen Asadnia
language : en
Publisher: Academic Press
Release Date : 2022-02-09
Artificial Intelligence And Data Science In Environmental Sensing written by Mohsen Asadnia and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-09 with Computers categories.
Artificial Intelligence and Data Science in Environmental Sensing provides state-of-the-art information on the inexpensive mass-produced sensors that are used as inputs to artificial intelligence systems. The book discusses the advances of AI and Machine Learning technologies in material design for environmental areas. It is an excellent resource for researchers and professionals who work in the field of data processing, artificial intelligence sensors and environmental applications. - Presents tools, connections and proactive solutions to take sustainability programs to the next level - Offers a practical guide for making students proficient in modern electronic data analysis and graphics - Provides knowledge and background to develop specific platforms related to environmental sensing, including control water, air and soil quality, water and wastewater treatment, desalination, pollution mitigation/control, and resource management and recovery
Toxic Gas Sensors And Biosensors
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Author : Inamuddin
language : en
Publisher: Materials Research Forum LLC
Release Date : 2021-02-15
Toxic Gas Sensors And Biosensors written by Inamuddin and has been published by Materials Research Forum LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-15 with Technology & Engineering categories.
The book focuses on novel sensor materials and their environmental and healthcare applications, such as NO2 detection, toxic gas and biosensing, hydrazine determination, glucose sensing and the detection of toxins and pollutants on surfaces. Materials covered include catalytic nanomaterials, metal oxides, perovskites, zeolites, spinels, graphene-based gas sensors, CNT/Ni nanocomposites, glucose biosensors, single and multi-layered stacked MXenes, black phosphorus, transition metal dichalcogenides and P3OT thin films. Keywords: Toxic Gas Sensors, Biosensors, Nitrogen Dioxide Detection, Hydrazine Determination, Glucose Sensing, Catalytic Nanomaterials, Metal Oxides, Perovskites, Zeolites, Spinels, Graphene-based Gas Sensors, CNT/Ni Nanocomposites, Mxenes, Black Phosphorus, Transition Metal Dichalcogenides, P3OT Thin Films.