Data mining

This book provides a comprehensive overview of network behavior analysis that mines Internet traffic data in order to extract, model, and make sense of behavioral patterns in Internet "e;objects"e; such as end hosts, smartphones, Internet of things, and applications.

Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns.

Today, big data affects countless aspects of our daily lives.

This book presents high-quality research papers presented at 2nd International Conference on Smart Data Intelligence (ICSMDI 2022) organized by Kongunadu College of Engineering and Technology at Trichy, Tamil Nadu, India, during April 2022.

Biologists are stepping up their efforts in understanding the biological processes that underlie disease pathways in the clinical contexts.

This book occupies a unique position in the field of statistical analysis in the behavioural and social sciences in that it targets learners who would benefit from learning more conceptually and less computationally about statistical procedures and the software packages that can be used to implement them.

Data analysis is of upmost importance in the mining of big data, where knowledge discovery and inference are the basis for intelligent systems to support the real world applications.

The book includes high-quality research papers presented at the International Conference on Innovative Computing and Communication (ICICC 2018), which was held at the Guru Nanak Institute of Management (GNIM), Delhi, India on 5-6 May 2018.

This compendium is a completely revised version of an earlier book, Data Mining in Time Series Databases, by the same editors.

This book offers comprehensive coverage of information retrieval by considering both Text Based Information Retrieval (TBIR) and Content Based Image Retrieval (CBIR), together with new research topics.

This book covers both theory and applications in the automation of software testing tools and techniques for various types of software (e.

This book provides an overview of the history of integrative bioinformatics and the actual situation and the relevant tools.

This book presents the recent achievements on the processing of representative user generated content (UGC) on E-commerce websites.

This book brings together two major trends: data science and blockchains.

The book presents high-quality research work on cutting-edge technologies and the most-happening areas of computational intelligence and data engineering.

This book presents a compilation of current trends, technologies, and challenges in connection with Big Data.

The book includes high-quality research papers presented at the International Conference on Innovative Computing and Communication (ICICC 2018), which was held at the Guru Nanak Institute of Management (GNIM), Delhi, India on 5-6 May 2018.

This book provides an in-depth analysis of the current evolutionary clustering techniques.

This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods.

This book introduces research presented at the "e;International Conference on Artificial Intelligence: Advances and Applications-2019 (ICAIAA 2019),"e; a two-day conference and workshop bringing together leading academicians, researchers as well as students to share their experiences and findings on all aspects of engineering applications of artificial intelligence.

This book offers a broad and structured overview of the state-of-the-art methods that could be applied for context-dependent languages like Arabic.

This book sets the stage of the evolution of corporate governance, laws and regulations, other forms of governance, and the interaction between data governance and other corporate governance sub-disciplines.

The book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Data and Information Systems (ICDIS 2017), held at Indira Gandhi National Tribal University, India from November 3 to 4, 2017.

This book brings together the best contributions of the Applied Statistics and Policy Analysis Conference 2019.

This book facilitates both the theoretical background and applications of fuzzy, intuitionistic fuzzy and rough, fuzzy rough sets in the area of data science.

This book constitutes the  post proceedings of the 18th International Workshop on Security and Trust Management, STM 2022, co-located with the 27th European Symposium on Research in Computer Security, ESORICS 2022, which took place in Copenhagen, Denmark, in September 2022.

Gone are the days when data was interlinked with related data by humans and human interpretation was required.

Implementing new information technologies into the healthcare sector can provide alternatives to managing patients' health records, systems, and improving the quality of care received.

Implementing new information technologies into the healthcare sector can provide alternatives to managing patients' health records, systems, and improving the quality of care received.

Gone are the days when data was interlinked with related data by humans and human interpretation was required.

This book aims to increase the visibility of data science in real-world, which differs from what you learn from a typical textbook.

This book aims to increase the visibility of data science in real-world, which differs from what you learn from a typical textbook.

As data is an important asset for any organization, it is essential to apply semantic technologies in data science to fulfill the need of any organization.

As data is an important asset for any organization, it is essential to apply semantic technologies in data science to fulfill the need of any organization.

This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting-edge machine learning approaches to address a wide range of crucial biomedical informatics, health analytics applications, and decision science challenges.

Data mining techniques and algorithms are extensively used to build real-world applications.

The book will review how new and old privacy-preserving techniques can provide practical protection for data in transit, use, and rest.

Data mining techniques and algorithms are extensively used to build real-world applications.

The book equips students with the end-to-end skills needed to do data science.

A practical guide for data scientists who want to improve the performance of any machine learning solution with feature engineering.

This book describes theoretical elements, practical approaches, and specialized tools that systematically organize, characterize, and analyze big data gathered from educational affairs and settings.

A comprehensive introduction to computational analysis of sentiments, opinions, emotions, and moods.

This book describes theoretical elements, practical approaches, and specialized tools that systematically organize, characterize, and analyze big data gathered from educational affairs and settings.

This book constitutes the refereed proceedings of three workshops symposia, held at the 41st International Conference on Conceptual Modeling, ER 2022, as a virtual event, in October 2022.

This book synthesizes existing research on human-centered data discovery, as well as the recommendations which exist for supporting the design of sustainable, user-centered data search systems.

This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2022), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from 26 to 27 March 2022.

This book provides an overview of the impact of the pandemic in China and the USA and presents a research agenda for use, access, and adoption of information and communication technologies (ICT) in the era of COVID-19.

This handbook covers smart manufacturing development, processing, modifications, and applications.

This handbook covers smart manufacturing development, processing, modifications, and applications.