レコード種別: |
コンピュータ・メディア
: 単行資料
|
[NT 15000414] null: |
006.3/1 |
タイトル / 著者: |
Handbook of research on emerging trends and applications of machine learning/ Arun Solanki, Sandeep Kumar, and Anand Nayyar, editors. |
その他の著者: |
Solanki, Arun, |
出版された: |
Hershey, Pennsylvania : : IGI Global,, 2020. |
記述: |
1 online resource (xxxvi, 674 p.) |
主題: |
Machine learning. |
主題: |
Data mining. |
主題: |
Natural language processing (Computer science) |
国際標準図書番号 (ISBN) : |
9781522596455 (ebk.) |
国際標準図書番号 (ISBN) : |
9781522596431 (hbk.) |
国際標準図書番号 (ISBN) : |
9781522596448 (pbk.) |
[NT 15000227] null: |
Includes bibliographical references and index. |
[NT 15000228] null: |
Chapter 1. Method to rank academic institutes by the sentiment analysis of their online reviews -- Chapter 2. Machine learning in higher education: predicting student attrition status using educational data mining -- Chapter 3. Machine learning optimization techniques for 3D IC physical design -- Chapter 4. A novel approach to kinect-based gesture recognition for HCI applications -- Chapter 5. A survey on precision treatment for humans using cognitive machine learning techniques -- Chapter 6. Text classification using self-structure extended multinomial naive bayes -- Chapter 7. Applications of machine learning for software management -- Chapter 8. Creating paraphrase identification corpus for Indian languages: opensource data set for paraphrase creation -- Chapter 9. Deep learning approaches for textual sentiment analysis -- Chapter 10. Deep learning for next-generation inventive wireless networks: issues, challenges, and futuredirections -- Chapter 11. Demystifying disease identification and diagnosis using machine learning classification algorithms: demystify medical data with machine learning algorithms -- Chapter 12. Evolution of data analytics in healthcare -- Chapter 13. Implementation of machine learning in network security -- Chapter 14.Information retrieval in conjunction with deep learning -- Chapter 15. Interactive game-based motor rehabilitation using hybrid sensor architecture -- Chapter 17. Machine learning in 5G multimedia communications: open research challenges and applications -- Chapter 18. Machine learning in text analysis -- Chapter 19. Machine learning in the medical industry -- Chapter 20. Machine learning in video games -- Chapter 21. Multi-layer hybrid credit scoring model based on feature selection, ensemble learning, and ensemble classifier -- Chapter 22. Overview of machine learners in classifying of speech signals -- Chapter 23. Self-driving cars: role of machine learning -- Chapter 24. Sentiment analysis on social media: recent trends in machine learning -- Chapter 25. Social big data mining: a survey focused on sentiment analysis -- Chapter 26. Tool condition monitoring using artificial neural network models -- Chapter 27. Computer vision-based assistive technology for helping visually impaired and blind people using deep learning framework. |
[NT 15000229] null: |
"This book examines the role of machine learning in various applications such as data mining, natural language processing, image recognition, and expert systems"-- |
電子資源: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-9643-1 |