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Comparative Evaluation Of Learning Algorithms And The Effect Of Their Characteristics On Performance
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Book Synopsis Proceedings of the Future Technologies Conference (FTC) 2024, Volume 3 by : Kohei Arai
Download or read book Proceedings of the Future Technologies Conference (FTC) 2024, Volume 3 written by Kohei Arai and published by Springer Nature. This book was released on with total page 726 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Evaluating Learning Algorithms by : Nathalie Japkowicz
Download or read book Evaluating Learning Algorithms written by Nathalie Japkowicz and published by Cambridge University Press. This book was released on 2011-01-17 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of machine learning has matured to the point where many sophisticated learning approaches can be applied to practical applications. Thus it is of critical importance that researchers have the proper tools to evaluate learning approaches and understand the underlying issues. This book examines various aspects of the evaluation process with an emphasis on classification algorithms. The authors describe several techniques for classifier performance assessment, error estimation and resampling, obtaining statistical significance as well as selecting appropriate domains for evaluation. They also present a unified evaluation framework and highlight how different components of evaluation are both significantly interrelated and interdependent. The techniques presented in the book are illustrated using R and WEKA, facilitating better practical insight as well as implementation. Aimed at researchers in the theory and applications of machine learning, this book offers a solid basis for conducting performance evaluations of algorithms in practical settings.
Book Synopsis Applied Machine Learning and Data Analytics by : M. A. Jabbar
Download or read book Applied Machine Learning and Data Analytics written by M. A. Jabbar and published by Springer Nature. This book was released on 2023-05-26 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Applied Machine Learning and Data Analytics, AMLDA 2022, held in Reynosa, Tamaulipas, Mexico, during December 22–23, 2022. The 16 full papers and 4 short papers included in this book were carefully reviewed and selected from 89 submissions. They were organized in topical sections as follows: Machine learning, Healthcare and medical imaging informatics; biometrics; forensics; precision agriculture; risk management; robotics and satellite imaging.
Book Synopsis International Conference on Innovative Computing and Communications by : Deepak Gupta
Download or read book International Conference on Innovative Computing and Communications written by Deepak Gupta and published by Springer Nature. This book was released on 2020-08-01 with total page 1152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes high-quality research papers presented at the Third International Conference on Innovative Computing and Communication (ICICC 2020), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on 21–23 February, 2020. Introducing the innovative works of scientists, professors, research scholars, students and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.
Author : Publisher :Springer Nature ISBN 13 :9464635126 Total Pages :748 pages Book Rating :4.4/5 (646 download)
Download or read book written by and published by Springer Nature. This book was released on with total page 748 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Challenges and Opportunities in Industrial and Mechanical Engineering: A Progressive Research Outlook by : S M Pandey
Download or read book Challenges and Opportunities in Industrial and Mechanical Engineering: A Progressive Research Outlook written by S M Pandey and published by CRC Press. This book was released on 2024-06-24 with total page 1036 pages. Available in PDF, EPUB and Kindle. Book excerpt: Present time Industry 4.0 is the need of all industries because it connects industries to AI, high productivity, safety, and flexibility, ensures the 100% utilization of resources across diverse manufacturing systems, and could accelerate normal manufacturing systems to advanced manufacturing systems by using robotics, additive manufacturing, and many more. In this book, the collection of selected papers is constituted from the International Conference on Progressive Research in Industrial & Mechanical Engineering (PRIME 2021), which was at the National Institute of Technology (NIT), Patna, India from August 5 to 7, 2021. This conference brings together all academic people, industry experts, and researchers from India as well as abroad for involving thoughts on the needs, challenges, new technology, opportunities threats in the current transformational field of aspire. This book deliberates on several elements and their relevance to hard-core areas of industrial and mechanical engineering including design engineering, production engineering, indus trial engineering, automobile engineering, thermal and fluid engineering, mechatronics control robotics, interdisciplinary, and many new emerging topics that keep potential in several areas of applications. This book focuses on providing versatile knowledge of cut ting-edge practices to all readers, helping to develop a clear vision toward Industry 4.0, robotics automation, and additive manufacturing in this demanding and evolving time. The book will be a treasured reference for students, researchers, and professionals inter ested in mechanical engineering and allied fields.
Book Synopsis Proceedings of the XIV INTERNATIONAL SYMPOSIUM SYMORG 2014 by : Aleksandar Marković
Download or read book Proceedings of the XIV INTERNATIONAL SYMPOSIUM SYMORG 2014 written by Aleksandar Marković and published by FON. This book was released on 2014-06-05 with total page 1795 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Impact of AI Innovation on Financial Sectors in the Era of Industry 5.0 by : Irfan, Mohammad
Download or read book The Impact of AI Innovation on Financial Sectors in the Era of Industry 5.0 written by Irfan, Mohammad and published by IGI Global. This book was released on 2023-09-05 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the dynamic and ever-changing financial landscape, the seamless integration of artificial intelligence (AI) and machine learning (ML) has presented unprecedented challenges for the banking and finance industry. As we embrace the era of Industry 5.0, financial institutions find themselves confronted with intricate decisions pertaining to investments, macroeconomic analysis, and credit evaluation, necessitating innovative technologies to navigate this complexity. Additionally, the mounting volume of financial transactions calls for efficient data processing and analysis. Considering these pressing concerns, scholars, academicians, and industry practitioners are eagerly seeking comprehensive insights into the transformative potential of AI and ML, specifically in bolstering resilience, fostering sustainable development, and adopting human-centric approaches within the financial sector. Offering a compelling solution to these critical challenges, The Impact of AI Innovation on Financial Sectors in the Era of Industry 5.0, edited by esteemed scholars Mohammad Irfan, Mohammed Elmogy, M. Shabri Abd. Majid, and Shaker El-Sappagh, embark on an in-depth exploration of the multifaceted functions and applications of AI and ML algorithms in the realm of finance. With a keen focus on Industry 5.0 principles such as resilience, human centricity, and sustainable development, this comprehensive compendium presents a collection of groundbreaking research papers that unveil the remarkable potential of AI/ML technologies in revolutionizing the financial services industry. By catering to a diverse audience comprising researchers, academicians, industrialists, investors, and regulatory bodies, this book actively invites contributions from industry practitioners and scholars, facilitating ongoing discussions on the efficacy of ML algorithms in efficiently processing vast financial data. As the financial landscape charts an ambitious course into Industry 5.0, the book emerges as an indispensable resource, empowering the industry with transformative advancements that will indelibly shape the future of finance.
Book Synopsis Abstracts of Proceedings National Conference on Knowledge, Innovations, and Technologies for Sustainability” (NCKITS - 2022) in association with ACM and SCRS Student Chapter by : Dr.K.Reddy Madhavi,Dr.K.Suresh,Dr.D.Ganesh,Dr. B. Narendra Kumar Rao
Download or read book Abstracts of Proceedings National Conference on Knowledge, Innovations, and Technologies for Sustainability” (NCKITS - 2022) in association with ACM and SCRS Student Chapter written by Dr.K.Reddy Madhavi,Dr.K.Suresh,Dr.D.Ganesh,Dr. B. Narendra Kumar Rao and published by GCS PUBLISHERS. This book was released on 2022-11-10 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dr.K.Reddy Madhavi,Dr.K.Suresh,Dr.D.Ganesh,Dr. B. Narendra Kumar Rao
Book Synopsis Intelligent Systems Modeling and Simulation III by : Samsul Ariffin Abdul Karim
Download or read book Intelligent Systems Modeling and Simulation III written by Samsul Ariffin Abdul Karim and published by Springer Nature. This book was released on with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Complex Systems: Spanning Control and Computational Cybernetics: Applications by : Peng Shi
Download or read book Complex Systems: Spanning Control and Computational Cybernetics: Applications written by Peng Shi and published by Springer Nature. This book was released on 2022-09-18 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, dedicated to Professor Georgi M. Dimirovski on his anniversary, contains new research directions, challenges, and many relevant applications related to many aspects within the broadly perceived areas of systems and control, including signal analysis and intelligent systems. The project comprises two volumes with papers written by well known and very active researchers and practitioners. The first volume is focused on more foundational aspects related to general issues in systems science and mathematical systems, various problems in control and automation, and the use of computational and artificial intelligence in the context of systems modeling and control. The second volume is concerned with a presentation of relevant applications, notably in robotics, computer networks, telecommunication, fault detection/diagnosis, as well as in biology and medicine, and economic, financial, and social systems too.
Book Synopsis Proceedings of Fourth International Conference on Computing, Communications, and Cyber-Security by : Sudeep Tanwar
Download or read book Proceedings of Fourth International Conference on Computing, Communications, and Cyber-Security written by Sudeep Tanwar and published by Springer Nature. This book was released on 2023-07-01 with total page 920 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features selected research papers presented at the Fourth International Conference on Computing, Communications, and Cyber-Security (IC4S 2022), organized in Ghaziabad India, during October 21–22, 2022. The conference was hosted at KEC Ghaziabad in collaboration with WSG Poland, SFU Russia, & CSRL India. It includes innovative work from researchers, leading innovators, and professionals in the area of communication and network technologies, advanced computing technologies, data analytics and intelligent learning, the latest electrical and electronics trends, and security and privacy issues.
Book Synopsis Decision Making and Security Risk Management for IoT Environments by : Wadii Boulila
Download or read book Decision Making and Security Risk Management for IoT Environments written by Wadii Boulila and published by Springer Nature. This book was released on with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :Prof. Dr. R. Gopal, Prof. Dr. Gagandeep Kaur Nagra, Dr. Priya Vij Publisher :Notion Press ISBN 13 : Total Pages :312 pages Book Rating :4.8/5 (955 download)
Book Synopsis Introduction to Marketing Analytics by : Prof. Dr. R. Gopal, Prof. Dr. Gagandeep Kaur Nagra, Dr. Priya Vij
Download or read book Introduction to Marketing Analytics written by Prof. Dr. R. Gopal, Prof. Dr. Gagandeep Kaur Nagra, Dr. Priya Vij and published by Notion Press. This book was released on 2024-10-15 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Marketing Analytics delves into the foundational elements of marketing, known as the 4Ps—Product, Price, Place, and Promotion—and expands upon them to include additional key components crucial for services marketing, such as People, Process, and Physical Evidence. These elements are vital for companies to develop coherent marketing strategies that not only attract new customers but also build long-term loyalty among existing ones. The rise of digital technologies has significantly transformed how companies engage with consumers and conduct market research. Big data analytics now allows for personalized marketing efforts, creating campaigns offering organizations the ability to better understand and respond to customer journeys. Moreover, the book highlights the growing role of artificial intelligence (AI) and machine learning in modern marketing strategies. By integrating these advanced technologies, businesses can better meet their customers’ evolving needs, outpacing the competition. It covers various analysis techniques, such as marketing mix modelling, that help organizations understand the impact of different marketing activities on sales and other key performance indicators (KPIs). Through real-life examples and case studies, this book highlights a practical guide for professionals looking to apply data-driven marketing strategies to drive growth, innovation, and sustainable success in a constantly changing market landscape.
Book Synopsis Advances in Additive Manufacturing Technologies by : P Gurusamy
Download or read book Advances in Additive Manufacturing Technologies written by P Gurusamy and published by CRC Press. This book was released on 2024-11-25 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are delighted to present the proceedings of the 5th International Conference on Advances in Additive Manufacturing Technologies (ICAAMT 2023). This conference serves as a premier forum for researchers, practitioners, and industry experts to share their latest findings, innovations, and insights in the field of additive manufacturing. The rapid advancements and the increasing adoption of these technologies across various sectors underscore the importance of this gathering. The conference was held from November 27-29, 2023, in Chennai, India and organized by the Department of Mechanical Engineering, Chennai Institute of Technology, Chennai, India.
Book Synopsis Deep Learning Research Applications for Natural Language Processing by : Ashok Kumar, L.
Download or read book Deep Learning Research Applications for Natural Language Processing written by Ashok Kumar, L. and published by IGI Global. This book was released on 2022-12-09 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Humans have the most advanced method of communication, which is known as natural language. While humans can use computers to send voice and text messages to each other, computers do not innately know how to process natural language. In recent years, deep learning has primarily transformed the perspectives of a variety of fields in artificial intelligence (AI), including speech, vision, and natural language processing (NLP). The extensive success of deep learning in a wide variety of applications has served as a benchmark for the many downstream tasks in AI. The field of computer vision has taken great leaps in recent years and surpassed humans in tasks related to detecting and labeling objects thanks to advances in deep learning and neural networks. Deep Learning Research Applications for Natural Language Processing explains the concepts and state-of-the-art research in the fields of NLP, speech, and computer vision. It provides insights into using the tools and libraries in Python for real-world applications. Covering topics such as deep learning algorithms, neural networks, and advanced prediction, this premier reference source is an excellent resource for computational linguists, software engineers, IT managers, computer scientists, students and faculty of higher education, libraries, researchers, and academicians.
Book Synopsis Emerging Research in Intelligent Systems by : Gonzalo Fernando Olmedo Cifuentes
Download or read book Emerging Research in Intelligent Systems written by Gonzalo Fernando Olmedo Cifuentes and published by Springer Nature. This book was released on with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: