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Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance
  • Language: en
  • Pages: 309

Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance

  • Type: Book
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  • Published: 2021-06-04
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  • Publisher: IGI Global

Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas like finance, health, network, news, online advertisement, social network media, and weather have imbalanced data, which emphasizes the research necessity for real-time implications of precise fraud/defaulter detection, rare disease/reaction prediction, network intrusion detection, fake news detection, fraud advertisement detection, cyber bullying identification, disaster events prediction, and more. Machine learning algorithms are based on the heuristic of equally-distributed balanced data and provide the biased result towards the majority d...

Decision-Making Support Systems: Achievements and Challenges for the New Decade
  • Language: en
  • Pages: 435

Decision-Making Support Systems: Achievements and Challenges for the New Decade

  • Type: Book
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  • Published: 2002-07-01
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  • Publisher: IGI Global

Annotation The book presents state-of-the-art knowledge about decision-making support systems (DMSS). Its main goals are to provide a compendium of quality chapters on decision-making support systems that help diffuse scarce knowledge about effective methods and strategies for successfully designing, developing, implementing, and evaluating decision-making support systems, and to create an awareness among readers about the relevance of decision-making support systems in the current complex and dynamic management environment.

Virtual and Mobile Healthcare: Breakthroughs in Research and Practice
  • Language: en
  • Pages: 1064

Virtual and Mobile Healthcare: Breakthroughs in Research and Practice

  • Type: Book
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  • Published: 2019-09-06
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  • Publisher: IGI Global

One of the primary topics at the center of discussion, and very often debate, between industry professionals, government officials, and the general public is the current healthcare system and the potential for an overhaul of its processes and services. Many organizations concerned for the long-term care of patients wish to see new strategies, practices, and organizational tools developed to optimize healthcare systems all over the world. One of the central engines of the current shift toward reorientation of healthcare services is virtual and mobile healthcare. Virtual and Mobile Healthcare: Breakthroughs in Research and Practice explores the trends, challenges, and issues related to the emergence of mobile and virtual healthcare. The book also examines how mobile technologies can best be used for the benefit of both doctors and their patients. Highlighting a range of topics such as smart healthcare, electronic health records, and m-health, this publication is an ideal reference source for medical professionals, healthcare administrators, doctors, nurses, practitioners, and researchers in all areas of the medical field.

Encyclopedia of Information Science and Technology
  • Language: en
  • Pages: 4292

Encyclopedia of Information Science and Technology

"This set of books represents a detailed compendium of authoritative, research-based entries that define the contemporary state of knowledge on technology"--Provided by publisher.

Decentralization and State Capacity
  • Language: en
  • Pages: 14

Decentralization and State Capacity

The scope of the present approach is twofold. First, it will try to analyze whether the post- communist transitions were very different from other transitions from autocratic rule (see Schneider and Schmitter 2003 for a debate on the subject) by attempting to adjust a theoretical apparatus developed for other uses and to apply it irrespective of the degree of democratization. Second, as the vision on what decentralization means and how it works influences how important funds are distributed and how many programs of the international institutions are implemented, the findings may have an immense public policy stake. Especially under the influence of the main international institutions of the World Bank and the IMF, many developing countries are guided into adopting specific policies.--

A Love So Special
  • Language: en
  • Pages: 200

A Love So Special

Nikhil has been running away from his family ever since the horrible accident years ago. Neha has put at stake her own self to support her family. When they meet, it’s like they are the missing pieces of each other’s life-puzzles. With time, their children Riya and Raghu complete their family and happiness. Raghu is a specially-abled child and thinks his father is a superhero. But one fateful day, Raghu goes missing. The quest for Raghu takes Nikhil on an unexpected journey through the sea of his emotions, and into his past. When he finally locates Raghu, he has to choose between life and death to be united to his son. Will he prove himself to be a superhero for his son? Or will history repeat itself to rob him of his loved ones? This thrilling tale of determination and love shows the depths to which a parent will go for A Love So Special.

Theoretical and Experimental Sonochemistry Involving Inorganic Systems
  • Language: en
  • Pages: 408

Theoretical and Experimental Sonochemistry Involving Inorganic Systems

Despite the fact that chemical applications of ultrasound are now widely acknowledged, a detailed presentation of inorganic systems covering nano-particles, catalysis, aqueous chemistry of metallic solutions and their redox characteristics, both from a theoretical and experimental perspective has eluded researchers of this field. Theoretical and Experimental Sonochemistry Involving Inorganic Systems fills this gap and presents a concise and thorough review of this fascinating area of Sonochemistry in a single volume.

Encyclopedia of Data Warehousing and Mining
  • Language: en
  • Pages: 1382

Encyclopedia of Data Warehousing and Mining

  • Type: Book
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  • Published: 2005-06-30
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  • Publisher: IGI Global

Data Warehousing and Mining (DWM) is the science of managing and analyzing large datasets and discovering novel patterns and in recent years has emerged as a particularly exciting and industrially relevant area of research. Prodigious amounts of data are now being generated in domains as diverse as market research, functional genomics and pharmaceuticals; intelligently analyzing these data, with the aim of answering crucial questions and helping make informed decisions, is the challenge that lies ahead. The Encyclopedia of Data Warehousing and Mining provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges in this rapidly expanding field of d...

Challenges to Integrating Diversity, Equity, and Inclusion Programs in Organizations
  • Language: en
  • Pages: 269

Challenges to Integrating Diversity, Equity, and Inclusion Programs in Organizations

  • Type: Book
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  • Published: 2020-10-30
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  • Publisher: IGI Global

Throughout the past several years, diversity, equity, and inclusion initiatives have been a part of a growing phenomenon to address the diverse needs of organizations. However, the act of diversity training and implementation in programs has traditionally been reactive as a result of a scandal rather than proactive. As more industries see the benefits of diversity, equity, and inclusion training, we will continue to see the benefits of a sustainable, healthy working environment for all. Challenges to Integrating Diversity, Equity, and Inclusion Programs in Organizations is an essential reference source that shares the challenges and opportunities faced by diversity, equity, and inclusion off...

IT Outsourcing: Concepts, Methodologies, Tools, and Applications
  • Language: en
  • Pages: 2511

IT Outsourcing: Concepts, Methodologies, Tools, and Applications

  • Type: Book
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  • Published: 2009-07-31
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  • Publisher: IGI Global

"This book covers a wide range of topics involved in the outsourcing of information technology through state-of-the-art collaborations of international field experts"--Provided by publisher.