Bentham Science Publishers

Numerical Machine Learning is a simple textbook on machine learning that bridges the gap between mathematics theory and practice. The book uses numerical examples with small datasets and simple Python codes to provide a complete walkthrough of the underlying mathematical steps of seven commonly used machine learning algorithms and techniques, including linear regression, regularization, logistic regression, decision trees, gradient boosting, Support Vector Machine, and K-means Clustering.

Through a step-by-step exploration of concrete numerical examples, the students (primarily undergraduate and graduate students studying machine learning) can develop a well-rounded understanding of these algorithms, gain an in-depth knowledge of how the mathematics relates to the implementation and performance of the algorithms, and be better equipped to apply them to practical problems.

Key features

- Provides a concise introduction to numerical concepts in machine learning in simple terms

- Explains the 7 basic mathematical techniques used in machine learning problems, with over 60 illustrations and tables

- Focuses on numerical examples while using small datasets for easy learning

- Includes simple Python codes

- Includes bibliographic references for advanced reading The text is essential for college and university-level students who are required to understand the fundamentals of machine learning in their courses.

Numerical Methods and Implementation in Geotechnical Engineering explains several numerical methods that are used in geotechnical engineering. The second part of this reference set includes more information on the distinct element method, geotechnical optimization analysis and reliability analysis. Information about relevant additional numerical methods is also provided in each chapter with problems where applicable. The authors have also presented different computer programs associated with the materials in this book set which will be useful to students learning how to apply the models explained in the text into practical situations when designing structures in locations with specific soil and rock settings.

This reference book set is a suitable textbook primer for civil engineering students as it provides a basic introduction to different numerical methods (classical and modern) in comprehensive readable volumes.

This book summarizes key information required for planning and implementing a healthy diet for patients based on sound nutritional concepts. Readers will find information on the background of nutrition in disease management and nutritional regulations in the USA. The book also describes macro- and micronutrients (including minerals and vitamins) and the applications of relevant nutritional concepts to real-life situations, using well-designed simulated clinical scenarios. Additionally, factors contributing to disease as well as the link between socio-economic status, culture and nutrition are discussed. This book should serve as useful handbook for nutritionists and health care providers and medical or pharmacology students taking courses in nutritional sciences.

Globalization and economic progress has been accompanied with an increase in the incidence of obesity, cardiovascular disease and other non-communicable illnesses worldwide among populations in some countries. Obesity and Disease examines how these rising epidemics of obesity and other lifestyle problems are changing health guidelines globally - from directing health care professionals on how to care for individuals to encouraging them to embrace the interconnected systems involved in chronic disease risk management, prevention and treatment. With a focus on systems, this reference serves as an excellent resource on how to develop a more comprehensive approach to population health. Starting with a systematic approach to health risk assessment in section one, followed by a targeted approach to risk reduction and prevention in section two, the eBook moves along seamlessly into section three calling for a shared responsibility toward strengthening health systems globally that can help determine and improve upon the health of individuals, and societies across the world.

Obesity and Disease gives applicable concepts to readers in a multidisciplinary and collaborative approach to alter health systems and implement changes that promote health and wellness in the communities they serve and live in. The information and resources in this eBook also serve as a guideline for collaborations across professional associations with a goal of developing strategic plans to combat obesity and diabetes.

In recent years, we have witnessed significant advances in obstetric anesthesia, providing greater safety for the mother and the fetus, as well as an improvement in pain management procedures during labor.

This volume presents updates in obstetrics and gynecology that are reflective of the changes in the demographics and associated clinical presentations of gynecological pathologies. It compiles state of the art information on the subject in 20 chapters contributed by more than 50 experts in obstetric anesthesia. The main objective of this volume is to inform and update readers about the different aspects essential to the practice of anesthesia and analgesia during pregnancy, labor, cesarean section and puerperium. The contents also include information about the management of pregnant women with different pathologies and high-risk pregnancies.

The authors believe that it is essential for all anesthesiologists to be aware of the latest advances and well-contrasted scientific evidence that will allow them to carry out their usual clinical activity.

The volume approaches the subject in a clear and didactic way for the benefit of all professionals involved in this field, including anesthesiologists, gynecologists, obstetricians, surgeons, clinicians and allied healthcare service providers.

Occupant behaviour in buildings is a point of interest for building designers around the world. Functional buildings have a significant energy demand; therefore, improving the thermal and energy performance of such buildings requires knowledge about the variables that influence them. However, to increase the potential for improving thermal and energy performance of buildings, studies must also consider the occupant's interactions with the built environment. The occupant behaviour influences the conditions of the internal environment through the occupation of indoor building spaces and through the interaction with building elements, such as air-conditioning, lighting, blinds and windows. Occupant Behaviour in Buildings: Advances and Challenges brings together reviews of these influential aspects, presenting updates on advances and questions that pose challenges in our current understanding of behavioural modeling and its application to building design. Special topics covered in the book include methods to survey occupant behavior, building design choices, occupant behaviour impact on a building's thermal and energy efficiency, and,finally, a simulation of occupants in a building.

Key Features

- Presents up-to-date information on occupant behaviour in buildings

- Eight chapters, written by renowned researchers, provide readers with useful insights on the subject

- Includes a case study of buildings in Brazil

- Structured reader-friendly content

- References for further reading

This reference is an informative resource for students and professionals in architecture, civil engineering, building information design, and urban planning. Readers interested in social and behavioural sciences will also gain insights on research methods that are helpful in investigating human behavior in urban dwellings.

Structured across four sections, the book begins with foundational models of practice, including MOHO, CMOP-E, PEO, and the Kawa model, before examining common and often underrepresented mental health conditions such as eating disorders and personality disorders.

Building on this foundation, the book highlights occupational therapy–specific interventions, from psycho-education and CBT to sensory approaches and group work, offering practical tools and resources for clinicians. The final section critically discusses recovery, social determinants of mental health, participatory citizenship, and the role of technology in shaping future practice. Designed for flexible use, each chapter functions as a standalone resource, enabling readers to dip into specific topics as needed.

Key Features

Explains core occupational therapy models used in mental health practice.

Addresses diverse conditions, including underrepresented diagnoses like eating and personality disorders.

Demonstrates occupational therapy–specific interventions within interdisciplinary teams.

Provides practice tools, instruments, and case-based examples for learners and professionals.

Critiques recovery-oriented practice and explores emerging roles for technology and citizenship.

Oesophago-gastric Surgery is a reference manual which addresses the core knowledge needs of surgical trainees in oesophago-gastric surgery as well as established consultants in oesophago-gastric surgery and other specialties. The book features a practical and user-friendly format for the benefit of undergraduate and professional readers. The editors have carefully included information that aligns with gastroenterology specialization curricula.

Chapters in the second part cover advanced topics about oesophagal and gastric surgery including gastric benign disorders (gastritis, ulcers, dyspepsia, dysphagia), motility disorders, neoplasms, endoscopy and bariatric surgery.

Genetic disorders have been the focus of scientists for a long time. The emergence of next-generation sequencing techniques has ushered a new era in genetics and several developments have occurred in human genetics. The scientific perspective has also been widened with omics technologies that allow researchers to analyze genetic sequences and their expression products. An integrated approach is being used not only for diagnosis but also for disease management and therapeutic purposes.

This book highlights emerging areas of omics technology and its application in the diagnosis and management of human genetic disorders. The book covers three areas of research and implementation:

- Diagnosis (covering conventional strategies to next-generation platforms). This section focuses on the role of in silico analysis, databases and multi-omics of single-cell which will help in designing better management strategies.

- Disease Management and therapeutic interventions. This section starts with genetic counselling and progresses to more specific techniques such as pharmacogenomics and personalized medicine, gene editing techniques and their applications in gene therapies and regenerative medicine.

- Case studies. This section discusses the applications and success of all the above-mentioned strategies on selected human disorders.

This book serves as a handy reference for students and academics studying advanced omics techniques in biochemistry and molecular genetics as part of courses in life sciences, pharmacology and medicine.

The theory of entire and meromorphic functions is a very important area of complex analysis. This monograph aims to expand the discussion about some growth properties of integer translated composite entire and meromorphic functions on the basis of their (p,q,t)L -order and (p,q,t)L -type.

This book presents six chapters. Chapter 1 introduces the reader to the preliminary definitions and notations. Chapter 2 and Chapter 3 discuss some results related to (p; q; t) L-th order and (p; q; t)L-th lower order of composite entire and meromorphic functions on the basis of their integer translation. Chapter 4 establishes some relations of integer translated composite entire and meromorphic functions based on their (p; q; t) L-th type and (p; q; t) L-th weak type. Chapter 5 deals with some results about (p; q; t) L-th order and (p; q; t) L-th type of composite entire and meromorphic functions on the basis of their integer translation. Chapter 6 focuses on some results about (p; q; t) L-th order and (p; q; t) L-th type of composite entire and meromorphic functions on the basis of their integer translation.

This monograph will be very helpful for postgraduates, researchers, and faculty members interested in value distribution theorems in complex mathematical analysis.