By offering practical guidance and insights into navigating institutional review boards (IRB) policies, upholding human research protections, and ensuring data ethics compliance, this publication equips readers with the essential knowledge to conduc...Loe edasi...
In the realm of academic research, ensuring ethical standards and compliance with human research protections poses a significant challenge for researchers and investigators. Navigating the complex landscape of institutional review boards (IRB), data...Loe edasi...
The need for tailored data for machine learning models is often unsatisfied, as it is considered too much of a risk in the real-world context. Synthetic data, an algorithmically birthed counterpart to operational data, is the linchpin for overcoming...Loe edasi...
There has been a multitude of studies focused on the COVID-19 pandemic across fields and disciplines as all sectors of life have had to adjust the way things are done and adapt to the constantly shifting environment. These studies are crucial as the...Loe edasi...
With new technologies, such as computer vision, internet of things, mobile computing, e-governance and e-commerce, and wide applications of social media, organizations generate a huge volume of data and at a much faster rate than several years ago....Loe edasi...
With exponentially increasing amounts of data accumulating in real-time, there is no reason why one should not turn data into a competitive advantage. While machine learning, driven by advancements in artificial intelligence, has made great strides,...Loe edasi...
Analyzing data sets has continued to be an invaluable application for numerous industries. By combining different algorithms, technologies, and systems used to extract information from data and solve complex problems, various sectors have reached ne...Loe edasi...
Big data consists of data sets that are too large and complex for traditional data processing and data management applications. Therefore, to obtain the valuable information within the data, one must use a variety of innovative analytical methods, s...Loe edasi...
Big data, analytics, and artificial intelligence are revolutionizing work, management, and lifestyles and are becoming disruptive technologies for healthcare, e-commerce, and web services. However, many fundamental, technological, and managerial iss...Loe edasi...
When it comes to optimization techniques, in some cases, the available information from real models may not be enough to construct either a probability distribution or a membership function for problem solving. In such cases, there are various theor...Loe edasi...
Relational databases have been predominant for many years and are used throughout various industries. The current system faces challenges related to size and variety of data thus the NoSQL databases emerged. By joining these two database models, the...Loe edasi...
The expansion of digital data has transformed various sectors of business such as healthcare, industrial manufacturing, and transportation. A new way of solving business problems has emerged through the use of machine learning techniques in conjunct...Loe edasi...
Data has increased due to the growing use of web applications and communication devices. It is necessary to develop new techniques of managing data in order to ensure adequate usage. Modern Technologies for Big Data Classification and Clustering is...Loe edasi...
Rajkumar Kannan, Raihan Ur Rasool, Hai Jin, S.R. Balasundaram
Sari: Advances in Data Mining and Database Management
(Ilmumisaeg: 07-Jan-2016, Hardback, Kirjastus: Idea Group,U.S., ISBN-13: 9781466697676)
Big data has presented a number of opportunities across industries. With these opportunities come a number of challenges associated with handling, analyzing, and storing large data sets. One solution to this challenge is cloud computing, which suppor...Loe edasi...
Sari: Advances in Data Mining and Database Management
(Ilmumisaeg: 25-Sep-2015, Hardback, Kirjastus: Idea Group,U.S., ISBN-13: 9781466687677)
Research and development surrounding the use of data queries is receiving increased attention from computer scientists and data specialists alike. Through the use of query technology, large volumes of data in databases can be retrieved, and informati...Loe edasi...
Due to rapid advances in hardware and software technologies, network infrastructure and data have become increasingly complex, requiring efforts to more effectively comprehend and analyze network topologies and information systems. Innovative Approa...Loe edasi...
