R and Data Mining

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Publisher : Academic Press
ISBN 13 : 012397271X
Total Pages : 251 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis R and Data Mining by : Yanchang Zhao

Download or read book R and Data Mining written by Yanchang Zhao and published by Academic Press. This book was released on 2012-12-31 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: R and Data Mining introduces researchers, post-graduate students, and analysts to data mining using R, a free software environment for statistical computing and graphics. The book provides practical methods for using R in applications from academia to industry to extract knowledge from vast amounts of data. Readers will find this book a valuable guide to the use of R in tasks such as classification and prediction, clustering, outlier detection, association rules, sequence analysis, text mining, social network analysis, sentiment analysis, and more.Data mining techniques are growing in popularity in a broad range of areas, from banking to insurance, retail, telecom, medicine, research, and government. This book focuses on the modeling phase of the data mining process, also addressing data exploration and model evaluation.With three in-depth case studies, a quick reference guide, bibliography, and links to a wealth of online resources, R and Data Mining is a valuable, practical guide to a powerful method of analysis. - Presents an introduction into using R for data mining applications, covering most popular data mining techniques - Provides code examples and data so that readers can easily learn the techniques - Features case studies in real-world applications to help readers apply the techniques in their work

Proceedings of International Conference on Recent Innovations in Computing

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Publisher : Springer Nature
ISBN 13 : 9819734428
Total Pages : 923 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Proceedings of International Conference on Recent Innovations in Computing by : Zoltán Illés

Download or read book Proceedings of International Conference on Recent Innovations in Computing written by Zoltán Illés and published by Springer Nature. This book was released on with total page 923 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of International Conference on Computational Intelligence

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Publisher : Springer Nature
ISBN 13 : 9819735262
Total Pages : 714 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Proceedings of International Conference on Computational Intelligence by : Ritu Tiwari

Download or read book Proceedings of International Conference on Computational Intelligence written by Ritu Tiwari and published by Springer Nature. This book was released on with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence and Social Computing

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Publisher : AHFE Conference
ISBN 13 : 1958651982
Total Pages : 333 pages
Book Rating : 4.9/5 (586 download)

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Book Synopsis Artificial Intelligence and Social Computing by : Tareq Ahram

Download or read book Artificial Intelligence and Social Computing written by Tareq Ahram and published by AHFE Conference. This book was released on 2024-07-24 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 15th International Conference on Applied Human Factors and Ergonomics and the Affiliated Conferences, Nice, France, 24-27 July 2024.

Intelligent Systems

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Publisher : Springer Nature
ISBN 13 : 3031453689
Total Pages : 498 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Intelligent Systems by : Murilo C. Naldi

Download or read book Intelligent Systems written by Murilo C. Naldi and published by Springer Nature. This book was released on 2023-10-11 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNAI 14195, 14196, and 14197 constitutes the refereed proceedings of the 12th Brazilian Conference on Intelligent Systems, BRACIS 2023, which took place in Belo Horizonte, Brazil, in September 2023. The 90 full papers included in the proceedings were carefully reviewed and selected from 242 submissions. They have been organized in topical sections as follows: Part I: Best papers; resource allocation and planning; rules and feature extraction; AI and education; agent systems; explainability; AI models; Part II: Transformer applications; convolutional neural networks; deep learning applications; reinforcement learning and GAN; classification; machine learning analysis; Part III: Evolutionary algorithms; optimization strategies; computer vision; language and models; graph neural networks; pattern recognition; AI applications.

Complex Networks & Their Applications X

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Publisher : Springer Nature
ISBN 13 : 3030934136
Total Pages : 833 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Complex Networks & Their Applications X by : Rosa Maria Benito

Download or read book Complex Networks & Their Applications X written by Rosa Maria Benito and published by Springer Nature. This book was released on 2022-01-01 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students, and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the X International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2021). The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks, and technological networks.

Promoting Sustainable Management Through Technological Innovation

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Publisher : IGI Global
ISBN 13 : 1668499800
Total Pages : 314 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Promoting Sustainable Management Through Technological Innovation by : Lamba Sahdev, Supriya

Download or read book Promoting Sustainable Management Through Technological Innovation written by Lamba Sahdev, Supriya and published by IGI Global. This book was released on 2023-10-06 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world is facing unprecedented environmental and social challenges that threaten our ability to achieve a sustainable future for all. Issues like climate change, resource depletion, and social inequality require urgent action, but technology, while a potential solution, also introduces new risks. Promoting Sustainable Management Through Technological Innovation offers a comprehensive solution by exploring the benefits and risks of technology, emphasizing ethical considerations, and providing insights and recommendations for policymakers, business leaders, and researchers to harness technological innovation for sustainability. This book contributes to the ongoing conversation around sustainable development by guiding policymakers in developing effective policies, assisting business leaders in implementing sustainable practices, and providing researchers with a comprehensive overview of current research. It serves as a valuable resource for academic scholars and professionals interested in the intersection of technology and sustainability. Policymakers can shape policies promoting sustainability, business leaders can integrate sustainable practices and innovation, researchers can gain insights for further investigation, and educators can utilize it in sustainability and technology courses. Overall, the book serves as a key reference, guiding readers toward responsible and effective solutions that leverage technology for a more sustainable future.

Artificial Neural Networks and Machine Learning – ICANN 2023

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Publisher : Springer Nature
ISBN 13 : 3031442164
Total Pages : 633 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Artificial Neural Networks and Machine Learning – ICANN 2023 by : Lazaros Iliadis

Download or read book Artificial Neural Networks and Machine Learning – ICANN 2023 written by Lazaros Iliadis and published by Springer Nature. This book was released on 2023-09-21 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 10-volume set LNCS 14254-14263 constitutes the proceedings of the 32nd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2023, which took place in Heraklion, Crete, Greece, during September 26–29, 2023. The 426 full papers, 9 short papers and 9 abstract papers included in these proceedings were carefully reviewed and selected from 947 submissions. ICANN is a dual-track conference, featuring tracks in brain inspired computing on the one hand, and machine learning on the other, with strong cross-disciplinary interactions and applications.

Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection

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Publisher : Springer Nature
ISBN 13 : 3031375939
Total Pages : 190 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection by : Dalila Durães

Download or read book Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection written by Dalila Durães and published by Springer Nature. This book was released on 2023-07-07 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Workshops on Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection, PAAMS 2023, held in Guimaraes, Portugal, during July 12–14, 2023. The 14 full papers included in this book were carefully reviewed and selected from 26 submissions. They were organized in topical sections as follows: provides a unique opportunity to bring multi-disciplinary experts, academics, and practitioners together to exchange their experience in the development of agents and multi-agent systems.

Artificial Intelligence Applications and Innovations

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Publisher : Springer Nature
ISBN 13 : 3031341074
Total Pages : 599 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Artificial Intelligence Applications and Innovations by : Ilias Maglogiannis

Download or read book Artificial Intelligence Applications and Innovations written by Ilias Maglogiannis and published by Springer Nature. This book was released on 2023-05-31 with total page 599 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set of IFIP-AICT 675 and 676 constitutes the refereed proceedings of the 19th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2023, held in León, Spain, during June 14–17, 2023. This event was held in hybrid mode. The 75 regular papers and 17 short papers presented in this two-volume set were carefully reviewed and selected from 185 submissions. The papers cover the following topics: Deep Learning (Reinforcement/Recurrent Gradient Boosting/Adversarial); Agents/Case Based Reasoning/Sentiment Analysis; Biomedical - Image Analysis; CNN - Convolutional Neural Networks YOLO CNN; Cyber Security/Anomaly Detection; Explainable AI/Social Impact of AI; Graph Neural Networks/Constraint Programming; IoT/Fuzzy Modeling/Augmented Reality; LEARNING (Active-AutoEncoders-Federated); Machine Learning; Natural Language; Optimization-Genetic Programming; Robotics; Spiking NN; and Text Mining /Transfer Learning.

7th International Conference on Gender Research

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Publisher : Academic Conferences and publishing limited
ISBN 13 : 1914587987
Total Pages : 515 pages
Book Rating : 4.9/5 (145 download)

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Book Synopsis 7th International Conference on Gender Research by : Professor Carmen-Pilar Martí Ballester

Download or read book 7th International Conference on Gender Research written by Professor Carmen-Pilar Martí Ballester and published by Academic Conferences and publishing limited. This book was released on 2024-04-25 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings represent the work of contributors to the 7th International Conference on Gender Research (ICGR 2024), hosted by The Universitat Autonoma de Barcelona, Spain on 25-26 April 2024. The Conference Chair was Professor Carmen-Pilar Martí Ballester, from the Universitat Autonoma de Barcelona, Spain. ICGR is a well-established event on the academic research calendar and now in its 7th year the key aim of this diverse conference is to provide an opportunity for participants from different backgrounds and cultures to share ideas and meet the people who hold them. The scope of papers ensured an interesting two days. The subjects covered in these proceedings illustrate the wide range of topics that fall into this important and ever-growing area of research.

Machine Learning and Principles and Practice of Knowledge Discovery in Databases

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Publisher : Springer Nature
ISBN 13 : 3031236181
Total Pages : 646 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Machine Learning and Principles and Practice of Knowledge Discovery in Databases by : Irena Koprinska

Download or read book Machine Learning and Principles and Practice of Knowledge Discovery in Databases written by Irena Koprinska and published by Springer Nature. This book was released on 2023-01-30 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the papers of several workshops which were held in conjunction with the International Workshops of ECML PKDD 2022 on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2022, held in Grenoble, France, during September 19–23, 2022. The 73 revised full papers and 6 short papers presented in this book were carefully reviewed and selected from 143 submissions. ECML PKDD 2022 presents the following workshops: Workshop on Data Science for Social Good (SoGood 2022) Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2022) Workshop on Explainable Knowledge Discovery in Data Mining (XKDD 2022) Workshop on Uplift Modeling (UMOD 2022) Workshop on IoT, Edge and Mobile for Embedded Machine Learning (ITEM 2022) Workshop on Mining Data for Financial Application (MIDAS 2022) Workshop on Machine Learning for Cybersecurity (MLCS 2022) Workshop on Machine Learning for Buildings Energy Management (MLBEM 2022) Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2022) Workshop on Data Analysis in Life Science (DALS 2022) Workshop on IoT Streams for Predictive Maintenance (IoT-PdM 2022)

Intelligent Systems and Applications

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Publisher : Springer Nature
ISBN 13 : 3031664280
Total Pages : 751 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Intelligent Systems and Applications by : Kohei Arai

Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer Nature. This book was released on with total page 751 pages. Available in PDF, EPUB and Kindle. Book excerpt:

2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA)

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Publisher :
ISBN 13 : 9781728182070
Total Pages : pages
Book Rating : 4.1/5 (82 download)

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Book Synopsis 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA) by : IEEE Staff

Download or read book 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA) written by IEEE Staff and published by . This book was released on 2020-10-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: DSAA covers data science, statistics, machine learning, knowledge discovery, advanced analytics, big data, computing and their applications

Proceedings of the 2023 International Conference of The Computational Social Science Society of the Americas

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Publisher : Springer Nature
ISBN 13 : 3031641930
Total Pages : 326 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Proceedings of the 2023 International Conference of The Computational Social Science Society of the Americas by : Zining Yang

Download or read book Proceedings of the 2023 International Conference of The Computational Social Science Society of the Americas written by Zining Yang and published by Springer Nature. This book was released on with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Sustainability in Industry 5.0

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Publisher : CRC Press
ISBN 13 : 1003845193
Total Pages : 292 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Sustainability in Industry 5.0 by : C. Kishor Kumar Reddy

Download or read book Sustainability in Industry 5.0 written by C. Kishor Kumar Reddy and published by CRC Press. This book was released on 2024-02-19 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: The text emphasizes the need for data pre-processing, classification and prediction, cluster analysis, mining multimedia, and advanced machine learning techniques for scientific programming in Industry 5.0. • Addresses how the convergence of intelligent systems and 5G wireless systems will solve industrial problems such as autonomous robots, and self-driving cars. • Highlights the methods of smart things in collaborative autonomous fleets and platforms for integrating applications across different business and industry domains. • Discusses important topics such as the Internet of robotic things, cloud robotics, and cognitive architecture for cyber-physical robotics. • Explains image compression, and advanced machine learning techniques for scientific programming in Industry 5.0. • Presents a detailed discussion of smart manufacturing techniques, industrial Internet of things, and supply chain management in Industry 5.0. The text is primarily written for graduate students and academic researchers in the fields of industrial engineering, manufacturing engineering, electrical engineering, production engineering, and mechanical engineering.

Intelligent Systems and Data Science

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Publisher : Springer Nature
ISBN 13 : 9819976499
Total Pages : 322 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Intelligent Systems and Data Science by : Nguyen Thai-Nghe

Download or read book Intelligent Systems and Data Science written by Nguyen Thai-Nghe and published by Springer Nature. This book was released on 2023-10-30 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set constitutes the refereed proceedings of the First International Conference on Intelligent Systems and Data Science, ISDS 2023, held in Can Tho, Vietnam, in November 2023. The 35 full papers and 13 short papers presented were thoroughly reviewed and selected from 123 submissions. They are organized in the following topical sections: ​applied intelligent systems and data science for agriculture, aquaculture, and biomedicine; big data, IoT, and cloud computing; deep learning and natural language processing; intelligent systems.