Ensuring cybersecurity for smart cities is crucial for a sustainable cyber ecosystem. Given the undeniable complexity of smart cities, fundamental issues such as device configurations and software updates should be addressed when it is most needed to fight cyber-crime and ensure data privacy. This book addresses the cybersecurity challenges associated with smart cities, aiming to provide a bigger picture of the concepts, intelligent techniques, practices and research directions in this area. Furthermore, this book serves as a single source of reference for acquiring knowledge on the technology, processes and people involved in the next-generation of cyber-smart cities.

Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems. However, these diverse application domains give rise to new research challenges. In this context, the book provides a broad picture on the concepts, techniques, applications, and open research directions in this area. In addition, it serves as a single source of reference for acquiring the knowledge on emerging Big Data Analytics technologies.

This book presents that explainable artificial intelligence (XAI) is going to replace the traditional artificial, machine learning, deep learning algorithms which work as a black box as of today. To understand the algorithms better and interpret the complex networks of these algorithms, XAI plays a vital role. In last few decades, we have embraced AI in our daily life to solve a plethora of problems, one of the notable problems is cyber security. In coming years, the traditional AI algorithms are not able to address the zero-day cyber attacks, and hence, to capitalize on the AI algorithms, it is absolutely important to focus more on XAI. Hence, this book serves as an excellent reference for those who are working in cyber security and artificial intelligence.

The Internet is making our daily lives as digital as possible, and this new era is called the Internet of Everything (IoE). The key force behind the rapid growth of the Internet is the technological advancement of enterprises. The digital world we live in is facilitated by these enterprises' advances and business intelligence. These enterprises need to deal with gazillions of bytes of data, and in today's age of General Data Protection Regulation, enterprises are required to ensure privacy and security of large-scale data collections. However, the increased connectivity and devices used to facilitate IoE are continually creating more room for cybercriminals to find vulnerabilities in enterprise systems and flaws in their corporate governance. Ensuring cybersecurity and corporate governance for enterprises should not be an afterthought or present a huge challenge. In recent times, the complex diversity of cyber-attacks has been skyrocketing, and zero-day attacks, such as ransomware, botnet, and telecommunication attacks, are happening more frequently than before. New hacking strategies would easily bypass existing enterprise security and governance platforms using advanced, persistent threats. For example, in 2020, the Toll Group firm was exploited by a new crypto-attack family for violating its data privacy, where an advanced ransomware technique was launched to exploit the corporation and request a huge figure of monetary ransom. Even after applying rational governance hygiene, cybersecurity configuration and software updates are often overlooked when they are most needed to fight cyber-crime and ensure data privacy. Therefore, the threat landscape in the context of enterprises has become wider and far more challenging. There is a clear need for collaborative work throughout the entire value chain of this network. In this context, this book addresses the cybersecurity and cooperate governance challenges associated with enterprises, which will provide a bigger picture of the concepts, intelligent techniques, practices, and open research directions in this area. This book serves as a single source of reference for acquiring the knowledge on the technology, process, and people involved in next-generation privacy and security.

This book will address the cyber security challenges associated with edge computing, which will provide a bigger picture on the concepts, techniques, applications, and open research directions in this area. The book will serve as a single source of reference for acquiring the knowledge on the technology, process and people involved in the next generation computing and security. It will be a valuable aid for researchers, higher level students and professionals working in the area.

This book presents a psychotherapy intervention model called Multimodal Integrative Cognitive Stimulation Therapy (MICST). It is grounded in information processing and cognitive stimulation techniques and operates out of a positive psychology framework. This model, designed for group work with clients with schizophrenia, can be easily tailored to working with clients in individual therapy sessions. The three core MICST group activities include: 1) body movement-mindfulness-relaxation (BMR); 2) cognitive stimulation using group discussions; and 3) cognitive stimulation using paper-pencil cognitive exercises and self-reflection exercises. A chapter is devoted to each of these core areas with actual case vignettes to illustrate ways that these activities can be implemented in clinical practice. Homework recommendations are included at the end of each chapter, devoted to a core MICST group activity and providing suggestions on ways to practice various skills and exercises in between group sessions. Also provided are several handouts and worksheets which can be used with clients.

This book presents a psychotherapy intervention model called Multimodal Integrative Cognitive Stimulation Therapy (MICST). It is grounded in information processing and cognitive stimulation techniques and operates out of a positive psychology framework. This model, designed for group work with clients with schizophrenia, can be easily tailored to working with clients in individual therapy sessions. The three core MICST group activities include: 1) body movement-mindfulness-relaxation (BMR); 2) cognitive stimulation using group discussions; and 3) cognitive stimulation using paper-pencil cognitive exercises and self-reflection exercises. A chapter is devoted to each of these core areas with actual case vignettes to illustrate ways that these activities can be implemented in clinical practice. Homework recommendations are included at the end of each chapter, devoted to a core MICST group activity and providing suggestions on ways to practice various skills and exercises in between group sessions. Also provided are several handouts and worksheets which can be used with clients.

Using Diagrams in Psychotherapy presents the Visually Enhanced Therapy framework, a unique approach to communicating information in psychotherapy. The framework brings visual information processing principles and techniques into the practice of psychotherapy to help therapists communicate more effectively with clients. Replete with illustrations and therapist thought boxes designed to help readers translate theory to practice, the book presents visual strategies that enable clients to become more actively engaged in therapy sessions and to better retain information. This is a thorough, user-friendly resource with numerous diagrams and worksheets for implementing visually oriented interventions across a broad range of clients, clinical settings, and clinical problems.

Using Diagrams in Psychotherapy presents the Visually Enhanced Therapy framework, a unique approach to communicating information in psychotherapy. The framework brings visual information processing principles and techniques into the practice of psychotherapy to help therapists communicate more effectively with clients. Replete with illustrations and therapist thought boxes designed to help readers translate theory to practice, the book presents visual strategies that enable clients to become more actively engaged in therapy sessions and to better retain information. This is a thorough, user-friendly resource with numerous diagrams and worksheets for implementing visually oriented interventions across a broad range of clients, clinical settings, and clinical problems.

This book presents that explainable artificial intelligence (XAI) is going to replace the traditional artificial, machine learning, deep learning algorithms which work as a black box as of today. To understand the algorithms better and interpret the complex networks of these algorithms, XAI plays a vital role. In last few decades, we have embraced AI in our daily life to solve a plethora of problems, one of the notable problems is cyber security. In coming years, the traditional AI algorithms are not able to address the zero-day cyber attacks, and hence, to capitalize on the AI algorithms, it is absolutely important to focus more on XAI. Hence, this book serves as an excellent reference for those who are working in cyber security and artificial intelligence.

Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems. However, these diverse application domains give rise to new research challenges. In this context, the book provides a broad picture on the concepts, techniques, applications, and open research directions in this area. In addition, it serves as a single source of reference for acquiring the knowledge on emerging Big Data Analytics technologies.

The authors have done their research in the Department of Pharmacy, University of Asia Pacific, Dhaka, Bangladesh. This department is continuing its research activities since its inception in different fields, likely, Pharmaceutical Technology, Pharmaceutical Microbiology, Pharmaceutical Biotechnology, Phytochemistry etc. Every year a number of research articles are being published in different reputed journals from this department. The main author Prof. Dr. Mohiuddin Ahmed Bhuiyan has published a number of research articles in national and international journals in the field of Pharmaceutical Technology, Biotechnology, Molecular Biology, Phytochemistry etc. The third author, Prof. Dr. Md. Selim Reza is a professor of the Department of Pharmaceutical Technology, Faculty of Pharmacy, University of Dhaka, Bangladesh who is an expert of Pharmaceutical Technology. He has a number of publication in this field. The second author, Ms. Syeda Amina Toufique was a research student in the Master program of the department under the supervision of Dr. Bhuiyan and Dr. Reza.