Bentham Science Publishers

Machine Learning and Its Application: A Quick Guide for Beginners aims to cover most of the core topics required for study in machine learning curricula included in university and college courses. The textbook introduces readers to central concepts in machine learning and artificial intelligence, which include the types of machine learning algorithms and the statistical knowledge required for devising relevant computer algorithms. The book also covers advanced topics such as deep learning and feature engineering.

Key features:

- 8 organized chapters on core concepts of machine learning for learners

- Accessible text for beginners unfamiliar with complex mathematical concepts

- Introductory topics are included, including supervised learning, unsupervised learning, reinforcement learning and predictive statistics

- Advanced topics such as deep learning and feature engineering provide additional information

- Introduces readers to python programming with examples of code for understanding and practice

- Includes a summary of the text and a dedicated section for references

Machine Learning and Its Application: A Quick Guide for Beginners is an essential book for students and learners who want to understand the basics of machine learning and equip themselves with the knowledge to write algorithms for intelligent data processing applications.

Marine Biopharmaceuticals: Scope and Prospects is a collaboration of experts in pharmacology, biology and biochemistry with a focus on Marine Bioprospecting. The book provides an in-depth exploration of promising pharmaceutical compounds found in various marine biota and their therapeutic applications. The comprehensive contents cover marine ecosystems, marine biopharmaceutical, and delve into the chemistry and therapeutic applications of compounds from diverse marine organisms such as seaweeds, sponges, cnidarians, bryozoans, worms, shellfish, tunicates, and fishes.

The chapters also highlight approved and marketed marine biota-derived drugs and marine biota-derived drug candidates currently under clinical trials. Marine biopharmaceutical compounds targeting SARS-CoV-2 are also covered, reflecting the latest developments in the field. The editors conclude the book by advocating for the establishment of professional grade Marine Biopharmacy courses at university level to contribute to this emerging field.

This reference serves as a guide for researchers and instructors in disciplines such as Pharmaceutical Sciences, Marine Biology, Marine Microbiology, Marine Biochemistry, and Marine Biotechnology. Moreover, it is positioned as a standard reference for libraries in colleges and universities, offering critical insights for drug companies engaged in the development of new drugs from marine biopharmaceuticals.

Markov Chain Process: Theory and Cases is designed for students of natural and formal sciences. It explains the fundamentals related to a stochastic process that satisfies the Markov property. It presents 10 structured chapters that provide a comprehensive insight into the complexity of this subject by presenting many examples and case studies that will help readers to deepen their acquired knowledge and relate learned theory to practice. 

This book is divided into four parts. The first part thoroughly examines the definitions of probability, independent events, mutually (and not mutually) exclusive events, conditional probability, and Bayes' theorem, which are essential elements in Markov's theory. The second part examines the elements of probability vectors, stochastic matrices, regular stochastic matrices, and fixed points. The third part presents multiple cases in various disciplines: Predictive computational science, Urban complex systems, Computational finance, Computational biology, Complex systems theory, and Computational Science in Engineering. The last part introduces learners to Fortran 90 programs and Linux scripts. 

To make the comprehension of Markov Chain concepts easier, all the examples, exercises, and case studies presented in this book are completely solved and given in a separate section. 

This book serves as a textbook (either primary or auxiliary) for students required to understand Markov Chains in their courses, and as a reference book for researchers who want to learn about methods that involve Markov Processes.

Materials Science: A Field of Diverse Industrial Applications provides a comprehensive overview of recent developments in new materials and their applications across various fields. With ten chapters from reputed experts in materials chemistry, the book covers a wide range of topics including thin-film nanomaterials (including chalcogenide, zinc oxide and barium fluoride thin films), multiferroic nanoceramics, synthetic nanofibers, and polymer electrolytes. The content is divided into three sections, covering modified materials, functionalized nanomaterials, and the role of nanomaterials and modified materials in waste removal, chemical synthesis, and energy production. This book is an essential resource for researchers, scientists, and professionals in materials science, nanotechnology, and related fields who want to stay updated with recent advancements and their industrial applications. It also serves as a reference for advanced materials science courses.

This book focuses on cases and studies of interest to mechanical engineers and industrial technicians. The considered applications in this volume are widely used in several industrial fields particularly in the automotive and aviation industries. Readers will understand the theory and techniques which are used in each application covered in each chapter.

Volume 2 includes the following topics: Numerical investigation of turbulent slot jets with various nanoparticle shapes Experimental study on a sweeping gas membrane distillation unit Development of design processes for multi-spindle drilling using a neural network and expert systems Experimental investigation of a new hybrid solar collector (PV/t) system Theoretical study of the effects of combustion duration on engine performance Effects of preheating temperature and fuel-air equivalence ratio on pollution control in hydrocarbon combustion Numerical study of natural convection between two concentric ellipses with different shapes and imposed temperatures Theoretical study of the geometrical parameters effect on the behavior of a solar chimney power plant Numerical investigations of the effect of packed bed porosity on the flow behavior Comparison between a conventional and a four-stage Savonius wind rotor

The presented case studies and development approaches aim to provide readers with basic and applied information broadly related to mechanical engineering and technology.

The primary objective of this 4-volume book series is to educate PharmD students on the subject of medicinal chemistry. The book set serves as a reference guide to pharmacists on aspects of the chemical basis of drug action. Medicinal Chemistry of Drugs Affecting Cardiovascular and Endocrine Systems is the third volume of the series. This volume features 8 chapters focusing on a comprehensive account of drugs affecting both the cardiovascular system and the endocrine functions. The volume informs readers about the medicinal chemistry of relevant drugs, which includes the mechanism of drug action, detailed structure-activity relationships and metabolism. Topics covered include drugs that affect the renin-angiotensin system, calcium channel blockers, diuretics, hematological agents (anticoagulants, thrombolytic and antiplatelet agents), antidiabetics, antihistamines, proton pump inhibitors and therapeutic hormones. Each chapter also offers case studies and self-assessments to facilitate discussion and learning. The book equips students with a scientific foundation to competently evaluate, recommend and counsel patients and health care professionals regarding the safe, appropriate, and cost-effective use of medications. Students and teachers will also be able to integrate the knowledge presented in the book and apply medicinal chemistry concepts to understand the pharmacodynamics and pharmacokinetics of therapeutic agents in the body. The information offered by the book chapters will give readers a strong neuropharmacology knowledge base required for a practicing pharmacist.

Medicinal and Environmental Chemistry: Experimental Advances and Simulations is a collection of topics that highlight the use of pharmaceutical chemistry to assess the environment or make drug design and chemical testing more environment friendly.

The ten chapters included in the first part of this book set cover diverse topics, blending the fields of environmental chemistry and medicinal chemistry and have been authored by experts, scientists and academicians from renowned institutions. The book introduces the reader to environmental contaminants and techniques for their quantification and removal. A medicinal perspective for effects and remediation of environmental hazards, and therapeutic strategies available to design new and safer drugs, is addressed with a focus on knowledge about experimental and simulation methods. To further elaborate the importance of environmentally safe chemical practice, the concept of green chemistry has also been covered.

Specialized chapters have been included in the book about persistent organic pollutants, heavy metal and plastic pollutants, the effect of environmental xenoesterogens on human health and the potential of natural products to combat ecotoxicity.

Key Features:

1. 10 topics which blend environmental chemistry and medicinal chemistry

2. Contributions from more than 30 experts

3. Includes introductory topics on environmental pollutants, investigative techniques in drug design and environmental risk assessment and green chemistry

4. Includes specialized topics on persistent pollutants, ecotoxicity remediation and xenoestrogens

5. Bibliographic references

This reference is an essential source of information for readers and scholars involved in environmental chemistry, pollution management and pharmaceutical chemistry courses at graduate and undergraduate levels. Professionals and students involved in occupational medicine will also benefit from the wide range of topics covered.

For decades, scientific efforts have been made to understand obesity and related diseases such as type 2 diabetes and neurodegeneration, and their link with meta-inflammation. Adipose tissue is, at present, viewed as an endocrine organ with important biological effects on metabolism and inflammation, with a possible role in the pathogenesis of obesity-associated metabolic and inflammatory diseases. Chronic systemic low-grade inflammation has gained significant attention as the key player in the pathophysiology of obesity- and aging-associated diseases. Keeping view of this trend, Meta-Inflammation and Obesity offers readers state-of-the-art knowledge on this subject. Chapters cover special topics such as gender differences in obesity-related type 2 diabetes as the consequence of inflammatory response, insights into metabolic changes caused by excessive adipose tissue (which lead to abnormal brain metabolism, neuroinflammation, cognitive decline, development of type 3 diabetes), and the importance of inflammaging in the aging process. Graduate, postgraduate and Ph. D. candidates in medicine, pharmacy, and students of applied medicine, health care professionals as well as scientists involved in adipose tissue research, meta-inflammation analysis, obesity-related medical specialties will find this book a useful reference on the link between inflammation and obesity.

Natural products have dominated our lives since ancient times. Today, they are an inexhaustible source of new medications for disease treatment. The practice of evaluating bioactive compounds extracted from natural sources has also advanced significantly, prompting a need to understand current methods to identify and evaluate them. This book covers basic scientific aspects of preclinical research on natural products for specific conditions and diseases. These include aging, gynecological disorders, inflammatory disorders, renal disorders and cardiovascular disorders. Each of the 10 book chapters give a structured overview on preclinical methods on the etiology of diseases, natural products as the materials for the bioassays, extract types, concentration of the extracts/compounds for in vitro and in vivo assays, preparation of the test materials, application of the test materials, step-by-step methods and related calculations. The book is intended as a quick reference for natural product researchers, pharmacists and postgraduate students in pharmacognosy. Medical doctors working in preclinical research on natural products will also benefit from the information provided.

Microplastic Pollution: Causes, Effects, and Control sheds light on the causes, effects, and control of microplastic pollution, providing valuable insights into the tools and techniques for analysis, the impact on ecosystems, and the potential risks to human well-being. The editors focus on the urgency of addressing this global environmental challenge through collaborative efforts and sustainable solutions. This reference features 10 edited chapters covering multiple aspects of microplastic pollution. The book introduces the reader to various tools and techniques used to analyze microplastic pollution in both aquatic and terrestrial ecosystems. It then examines the sources, pathways, and levels of microplastic contamination in the environment and explains how to evaluate the potential health risks for the nearby communities. The impact of microplastic on flora and fauna is presented in one chapter. To emphasize the importance of assessing microplastic contamination, the editors present a case study conducted in Thoothukudi, South India, to explore the implications of microplastic pollution on human health. The book also provides information on solutions to microplastic pollution including the use of bioplastics and removal techniques. Microplastic Pollution: Causes, Effects, and Control equips readers with a complete understanding of the global challenge of microplastics, fostering awareness and encouraging further research and action to protect our ecosystems and human health from their detrimental impact. It is an ideal handbook for environmental science researchers and students who need to understand microplastic pollution and plan environmental impact assessments for academic research and professional projects.

Key Features

- Comprehensive coverage of microplastic pollution with 10 structured chapters

- Informs readers about important parameters to understand and measure the impact of microplastics on local fauna, flora and the surrounding environment

- Covers evaluation and remediation of microplastics in both terrestrial and marine environments

- Includes references for advanced readers

- Includes a case study on the effect of microplastics in Thoothukudi, South India

This volume presents information about protocols for micropropagation of more than 40 species of medicinal plants. The contents combine knowledge about the scientific principles of micropropagation with state of the art updates in tissue culture techniques presented by plant scientists.

The readers will learn about techniques required to grow plants in challenging conditions that aim to reduce the impacts of injudicious harvesting, deforestation, climate change, pollution, urbanization and other factors that limit the ability to meet current demand. General topics such as biotization and pharmaceutical investigation are also included to guide readers about the significance of these plants in research and development for new medicines.

The book provides protocols for micropropagation of important medicinal plants like Rauvolfia serpentina, Catharanthus roseus, Withania somnifera, Tylophora indica, Bacopa monnieri, Aloe vera, Phyllanthus amarus, Allium sativum, Moringa oleifera, Operculina turpethum, Glycyrrhiza glabra, Pterocarpus marsupium, Vetiver grass, Ruta graveolens, Tinospora cordifolia, Kaempferia, Hedychium, Decalepis hamiltonii, Saraca asoca, Wrightia tinctoria, Wrightia arborea, Artemisia absinthium, Aegle marmelos, Atropa acuminata, Atropa belladonna, Alpinia species, Hedychium species, and Cissus species.

This book is a handy reference for medicinal chemists, horticulturists and pharmacists who want to learn about the growth and conservation of important medicinal herbs and plants.

Mind Maps in Clinical Chemistry presents information about clinical laboratory techniques with the for junior healthcare professionals, medical residents and students. Book chapters provide guides which enable readers to suggest, arrange and interpret clinical chemistry tests effectively to enhance clinical care.

Chapters of the book cover range of topics relevant to laboratory testing, clinical physiology and medical biochemistry which will equip readers with adequate knowledge on the subject.

Key Features

i. Topic-based presentation over 24 chapters

ii. Coverage of practical and theoretical knowledge

iii. Lucid and integrated presentation of concepts

iv. Wide range of topics covered including laboratory testing, clinical physiology of organs and systems as well as endocrinology and toxicology

v. packed with practical lab testing information

Mind Maps in Clinical Chemistry is an ideal textbook for quick and easy learning of clinical laboratory knowledge for undergraduate and graduate students as well as teachers instructing courses at these levels.

Mitochondria are multifunctional organelles that actively participate in the immune-inflammatory response in various pathologies. This volume updates readers on knowledge about mitochondria function. The editors have compiled six chapters about inflammation in its broadest sense, with contributions from active groups of cell biologists, infectologists and pathologists.

The chapters in this volume focus on research related to five notable diseases:

(1) two diseases (one bacterial and one viral) in which the exacerbation of the inflammatory response can lead to neuropathies: leprosy (one of the oldest diseases in the world) and Zika fever (a disease relatively new in Brazil)

(2) three diseases (two bacterial and one viral) in which the exacerbation of the inflammatory response can lead to irreversible lung damage that can cause rapid death: tuberculosis, pneumonia and the most recent global disease, COVID- 19.

New information about mitochondrial biology is presented, such as the effect of aerobic physical exercise as a stimulator for mitochondria multiplication, and the role of mitochondrial damage in inducing immune-inflammatory responses to pathogens. The contents shed light on mitochondrial biochemical pathways that could serve as potential therapeutic targets.

This is an important reference for scholars (cell biologists, microbiologists) in universities, hospitals and scientific research centers working on biological and biomedical problems, and for health professionals involved in infection control.

This book focuses on recent developments in integrating AI, machine learning methods, medical image processing, advanced network security, and advanced antenna design techniques to implement practical Mobile Health (M-Health) systems. The editors bring together researchers and practitioners who address several developments in the field of M-Health. Chapters highlight intelligent healthcare IoT and Machine Learning based systems for personalized healthcare delivery and remote monitoring applications. The contents also explain medical applications of computing technologies such as Wireless Body Area Networks (WBANs), wearable sensors, multi-factor authentication, and cloud computing. The book is intended as a handy resource for undergraduate and graduate biomedical engineering students and mobile technology researchers who want to know about the recent trends in mobile health technology.

His text book serves as a guide for readers learning about the technical design of intelligent instruments, that is, instruments designed to collect information about the performance of other electronic devices and systems. The book introduces the readers to the concept of intelligent instrumentation and guides them on more advanced aspects of the subject including signal detection and analysis, data processing, performance analysis and data communication. Practical examples are also provided in the latter half of the book to blend the theoretical concepts with applied knowledge for the benefit of the reader.

Key features:

- Features 10 chapters covering key topics related to intelligent instrument design and operation

- Provides theoretical knowledge of fundamental concepts

- Provides practical examples of working instrument models (online equipment monitoring system and a mobile robot)

- Provides notes on the use of packages such as MATLAB, ARGUINO and Proteus to develop intelligent instruments

- Presents information in a simple, easy-to-understand format which is reader friendly

- Presents handy chapter notes and references for the reader

Modern Intelligent Instruments - Theory and Application is a useful textbook for engineering students and technical apprentices learning about instrumentation and PCB design and testing.

This comprehensive book covers spectral analysis theory for radio signals and innovative devices designed for filtering electromagnetic waves across diverse frequency ranges. The book features 14 chapters that explain the working of devices utilizing surface and bulk acoustic waves. The chapters provide insights into acousto-optical and acousto-electronic Fourier processors' design principles, description methods, and characteristics. The inclusion of algorithms for multi-channel frequency discriminators enhances the precision of radio signal frequency measurements, ensuring stability in tracking frequency meters amidst intense interference. The book also includes mathematical modeling and experimental studies of waveguide microwave filters and X-band multiplexers, specifically tailored for non-pressurized radio electronic equipment in space communication systems. Notably, the book introduces readers to a compelling alternative to conventional filters: 2-D periodic structures in the form of thin perforated metal meshes that offer compact solutions for millimeter and sub-millimeter wave systems. A significant portion of the book is dedicated to the development of highly selective microstrip filters, incorporating complex topological structures with limited resonators and numerous couplings. This approach allows for the formation of numerous attenuation poles at finite frequencies, facilitating the achievement of high electrical parameters and compact filter sizes. Engineers and scientists specializing in communication systems design and analog Fourier processors will find a wealth of well-established and original solutions within this book.

Today, treatment options for cancer patients typically include surgery, radiation therapy, immunotherapy, and chemotherapy. While these therapies have saved lives and reduced pain and suffering, cancer still takes millions of lives every year around the world. Researchers are now developing advanced therapeutic strategies such as immunotherapy, targeted therapy, and combination nanotechnology for drug delivery. In addition, the identification of new biomarkers will potentiate early-stage diagnosis.

Molecular Targets and Cancer presents information about cancer diagnosis and therapy in a simple way. It covers several aspects of the topic with updated information on par with medical board levels. The book features contributions from experts and includes an overview of cancer from basic biology and pathology, classifications, surveillance, prevention, diagnosis, types of cancer, treatment and prognosis.

The second part of this book discusses specialized topics in clinical oncology which include the pathophysiology of various types of cancer, cancer screening, different types of cancer surgery, cancer stem cell-targeted immunotherapy, nanotechnology for precision medicine applications in cancer and cancer surveillance.

This comprehensive guide is a valuable resource for oncologists, researchers, and all medical professionals who work in cancer care and research.

Molecular and Physiological Insights into Plant Stress Tolerance and Applications in Agriculture Part 2 is an edited volume that presents research on plant stress responses at both molecular and physiological levels. This volume builds on the previous volume to provide additional knowledge in studies on the subject.

Key Features

- Explains aspects of plant genetics central to research such as the role of cytosine methylation and demethylation in plant stress responses, and the importance of epigenetic genetics in regulating plant stress responses.

- Explores how Late Embryogenesis Abundant proteins affect plant cellular stress tolerance with an emphasis on their molecular mechanisms and potential implications.

- Focuses on beneficial microorganisms including rhizobacteria, endophytes, and mycorrhizal fungi, which are expected to be alternative fertilizers with the advantages of being cost-effective, toxin-free, and eco-friendly.

- Highlights the potential use of endophytic bacteria for protecting crops against pathogens

- Presents an in-depth analysis of the molecular level to understand the impact of ATP-binding cassette transporters on plant defense mechanisms with a discussion of the potential anti-pathogenic agents based on terpenes and terpenoids.

The content of the book is aimed at addressing UN SDG goals 2, 12, and 15 to achieve zero hunger and responsible consumption and production, and to sustainable use of terrestrial ecosystems, respectively.

This comprehensive resource is suitable for researchers, students, teachers, agriculturists, and readers in plant science, and allied disciplines.

This compendium represents a set of guides to understanding the challenging scientific, epidemiological, clinical, social, and economic phenomenon that is represented by the COVID-19 pandemic. The book explains the mathematical modeling of COVID-19 infection, with emphasis on traditional epidemiological principles. It represents a rigorous, comprehensive and multidisciplinary approach to a complex phenomenon. The chapters take into account the knowledge arising from different disciplines (epidemiology, pathophysiology, immunology, medicine, biology, vaccine development, etc.). It also covers COVID-19 data analysis, giving the reader a perspective of statistics and data science, and includes a discussion about social and economic issues of the pandemic. Each chapter is devoted to a specific topic, and is contributed by experts in epidemiology.

Because of its multidisciplinary nature, this book is intended as a reference on mathematical models and basic immunotherapy for COVID-19 for a broad community of readers, from scholars who have scientific training, to general readers who have an interest in the disease.

Multidisciplinary Interventions for People with Diverse Needs is a book written from an interdisciplinary perspective with the objective of helping readers to understand the problems faced by people with special needs.

Key Features:

- provides an updated theoretical and contextual foundation of medical issues

- provides information about the meaning, evaluation and intervention of the problems related to a variety of debilitating diseases and disability conditions (dementia, language disorders, diabetes, alterations of consciousness, celiac disease and disability in general)

- contains an accessible, well written, didactic text which is useful to both students and working professionals

The book equips the reader with information about different approaches to medical and social issues that arise when dealing with persons who are experiencing some degree of disability. For teachers and working professionals, the handbook serves as a guide for teaching, for the development of the structure of training courses, for the design of evaluation models and intervention of the topics addressed in the book.

The combination of information about the professional and human aspects of special needs education makes this book a useful reference for pedagogues, psychologists, students, teachers and professionals involved in social science, healthcare, and sports medicine, among other fields.

Affective computing is an emerging field situated at the intersection of artificial intelligence and behavioral science. Affective computing refers to studying and developing systems that recognize, interpret, process, and simulate human emotions. It has recently seen significant advances from exploratory studies to real-world applications.

Multimodal Affective Computing offers readers a concise overview of the state-of-the-art and emerging themes in affective computing, including a comprehensive review of the existing approaches in applied affective computing systems and social signal processing. It covers affective facial expression and recognition, affective body expression and recognition, affective speech processing, affective text, and dialogue processing, recognizing affect using physiological measures, computational models of emotion and theoretical foundations, and affective sound and music processing.

This book identifies future directions for the field and summarizes a set of guidelines for developing next-generation affective computing systems that are effective, safe, and human-centered.The book is an informative resource for academicians, professionals, researchers, and students at engineering and medical institutions working in the areas of applied affective computing, sentiment analysis, and emotion recognition.

Mushrooms: A Wealth of Nutraceuticals and An Agent of Bioremediation informs readers about the growing role of mycotherapy and fungal biotechnology for a sustainable future. It presents reviews of efficient treatment strategies for different diseases with the help of mushrooms and derived nutraceuticals. This book also highlights efficient bioremediation strategies exhibited by common mushrooms. Starting with topics on the nutritional and medicinal values of various edible and non-edible mushrooms, the contributors explore their bioactive components. The book progressively covers the antidiabetic, anticancer and antimcrobial potential of mushrooms. The contents are rounded up by reviews of the application of fungal xylanase enzymes and bioremediation of heavy metals from the environment. This is a comprehensive reference for researchers interested in working in the field of applied mycology for nutraceuticals and environmental bioremediation for pollution control.