The advancement in FinTech especially artificial intelligence (AI) and machine learning (ML), has significantly affected the way financial services are offered and adopted today. Important financial decisions such as investment decision making, macroeconomic analysis, and credit evaluation are getting more complex in the field of finance. ML is used in many financial companies which are making a significant impact on financial services. With the increasing complexity of financial transaction processes, ML can reduce operational costs through process automation which can automate repetitive tasks and increase productivity. Among others, ML can analyze large volumes of historical data and make better trading decisions to increase revenue. This book provides an exhaustive overview of the roles of AI and ML algorithms in financial sectors with special reference to complex financial applications such as financial risk management in a big data environment. In addition, it provides a collection of high-quality research works that address broad challenges in both theoretical and application aspects of AI in the field of finance.

Applications of Nanotechnology in Drug Discovery and Delivery, in the Drug Discovery Update series, presents complete coverage of the application of nanotechnology in the discovery of new drugs and efficient target delivery of drugs. The book highlights recent advances of nanotechnology applications in the biomedical sciences, starting with chapters that provide the basics of nanotechnology, nanoparticles and nanocarriers. Part II deals with the application of nanotechnology in drug discovery, with an emphasis on enhanced delivery of pharmaceutical products, with Part III discussing toxicological and safety issues arising from the use of nanomaterials. This book brings together a global team of experts, making it an essential resource for researchers, drug developers, medicinal chemists, toxicologists and analytical chemists.

Biosensors for Emerging and Re-Emerging Infectious Diseases provides a review of how cornerstone optical, electronic, nanomaterial and data processing technologies can address detection issues occurring in a pandemic event. This book gives insights into the fundamental physical, chemical and biological mechanisms needed for such a type of detection. The content covers potential biomarkers which can be used for the infectious disease diagnostic, helping readers find the appropriate approach for the diagnosis of infectious diseases. It presents a novel approach to transferring the sensing platform from lab to application in clinics and to point of care detection. The book then moves on to discuss the function and efficiency of the biosensing platform in early diagnosis of infectious diseases compared to the standard methods. The required time, the technician skills and the steps which must be performed are other key factors of the biosensing platform which are well explained.

Engineered Nanomaterials for Sustainable Agricultural Production, Soil Improvement and Stress Management highlights the latest advances in applying this important technology within agriculture sectors for sustainable growth, production and protection. The book explores various smart engineered nanomaterials which are now being used as an important tool for improving growth and productivity of crops facing abiotic stresses, improving the health of the soil in which those crops are growing, and addressing stresses once the plant begins to produce food yield. The book includes insights into the use of nanoparticles as bactericides, fungicides and nanofertilizers. In addition, the book includes an international representation of authors who have crafted chapters with clarity, reviewing up-to-date literature with lucid illustrations. It will be an important resource for researchers, nanobiotechnologists, agriculturists and horticulturists who need a comprehensive reference guide.

Nanofluid Boiling presents valuable insights into boiling heat transfer mechanisms, offering state-of-the-art techniques for overcoming obstacles against nanofluid applications. In addition, the book points out emerging industrial applications and guides researchers and engineers in their research and design efforts. In addition, recommendations on future research directions and the design of systems involving nanofluids are presented at the end of each chapter. The book's authors comprehensively cover mechanisms, parametric effects and enhancement techniques in the boiling of nanofluids, providing updated, detailed information about recent developments and findings.

Emerging Nanomaterials and Nano-based Drug Delivery Approaches to Combat Antimicrobial Resistance focuses on recent and emerging trends surrounding nanomaterials and nano-drug delivery approaches to combat antimicrobial resistance. The relationship between nanomaterials and antimicrobial activity needs to be deeply explored to meet the challenges of combating antimicrobial resistance. The content of this book is divided into three main topic areas, including (i) how to overcome the existing traditional approaches to combat antimicrobial resistance, (ii) applying multiple drug delivery mechanisms to target multi-drug resistant microbes, and (iii) how nanomaterials can be used as drug carriers. This is an important reference source for those looking to understand how nanotechnology plays an important role in combatting disease and infection. As antimicrobial resistance threatens the effective prevention and treatment of an ever-increasing range of infections caused by bacteria, parasites, viruses, and fungi, this is a timely resource.