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Data mining and machine learning applications / edited by Rohit Raja [and more].

Contributor(s): Raja, Rohit [editor.].
Material type: materialTypeLabelBookPublisher: Hoboken, NJ : Beverly, MA : Wiley ; Scrivener Publishing, 2022Description: 1 online resource.ISBN: 9781119792529; 1119792525; 9781119792505; 1119792509; 9781119792512; 1119792517.Subject(s): Data mining | Machine learning | Data Mining | Exploration de données (Informatique) | Apprentissage automatique | Data mining | Machine learningGenre/Form: Electronic books.Additional physical formats: No titleDDC classification: 006.3/12 Online resources: Wiley Online Library
Contents:
Front Matter -- Introduction to Data Mining / Santosh R Durugkar, Rohit Raja, Kapil Kumar Nagwanshi, Sandeep Kumar -- Classification and Mining Behavior of Data / Srinivas Konda, Kavitarani Balmuri, Kishore Kumar Mamidala -- A Comparative Overview of Hybrid Recommender Systems: Review, Challenges, and Prospects / Rakhi Seth, Aakanksha Sharaff -- Stream Mining: Introduction, Tools & Techniques and Applications / Naresh Kumar Nagwani -- Data Mining Tools and Techniques: Clustering Analysis / Rohit Miri, Amit Kumar Dewangan, SR Tandan, Priya Bhatnagar, Hiral Raja -- Data Mining Implementation Process / Kamal K Mehta, Rajesh Tiwari, Nishant Behar -- Predictive Analytics in IT Service Management (ITSM) / Christa IL Sharon, V Suma -- Modified Cross-Sell Model for Telecom Service Providers Using Data Mining Techniques / K Ramya Laxmi, Sumit Srivastava, K Madhuravani, S Pallavi, Omprakash Dewangan -- Inductive Learning Including Decision Tree and Rule Induction Learning / Raj Kumar Patra, A Mahendar, G Madhukar -- Data Mining for Cyber-Physical Systems / M Varaprasad Rao, D Anji Reddy, Anusha Ampavathi, Shaik Munawar -- Developing Decision Making and Risk Mitigation: Using CRISP-Data Mining / Vivek Parganiha, Soorya Prakash Shukla, Lokesh Kumar Sharma -- Human-Machine Interaction and Visual Data Mining / Sinha Upasana, Gupta Akanksha, Samera Khan, Shilpa Rani, Swati Jain -- MSDTrA: A Boosting Based-Transfer Learning Approach for Class Imbalanced Skin Lesion Dataset for Melanoma Detection / Lokesh Singh, Rekh Ram Janghe, Satya Prakash Sahu -- New Algorithms and Technologies for Data Mining / Padma Bonde, Latika Pinjarkar, Korhan Cengiz, Aditi Shukla, Maguluri Sudeep Joel -- Classification of EEG Signals for Detection of Epileptic Seizure Using Restricted Boltzmann Machine Classifier / Sudesh Kumar, Rekh Ram Janghel, Satya Prakash Sahu -- An Enhanced Security of Women and Children Using Machine Learning and Data Mining Techniques / Nanda R Wagh, Sanjay R Sutar -- Conclusion and Future Direction in Data Mining and Machine Learning / Santosh R Durugkar, Rohit Raja, Kapil Kumar Nagwanshi, Ramakant Chandrakar -- Index
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Includes bibliographical references and index.

Online resource; title from PDF title page (John Wiley, viewed February 17, 2022).

Front Matter -- Introduction to Data Mining / Santosh R Durugkar, Rohit Raja, Kapil Kumar Nagwanshi, Sandeep Kumar -- Classification and Mining Behavior of Data / Srinivas Konda, Kavitarani Balmuri, Kishore Kumar Mamidala -- A Comparative Overview of Hybrid Recommender Systems: Review, Challenges, and Prospects / Rakhi Seth, Aakanksha Sharaff -- Stream Mining: Introduction, Tools & Techniques and Applications / Naresh Kumar Nagwani -- Data Mining Tools and Techniques: Clustering Analysis / Rohit Miri, Amit Kumar Dewangan, SR Tandan, Priya Bhatnagar, Hiral Raja -- Data Mining Implementation Process / Kamal K Mehta, Rajesh Tiwari, Nishant Behar -- Predictive Analytics in IT Service Management (ITSM) / Christa IL Sharon, V Suma -- Modified Cross-Sell Model for Telecom Service Providers Using Data Mining Techniques / K Ramya Laxmi, Sumit Srivastava, K Madhuravani, S Pallavi, Omprakash Dewangan -- Inductive Learning Including Decision Tree and Rule Induction Learning / Raj Kumar Patra, A Mahendar, G Madhukar -- Data Mining for Cyber-Physical Systems / M Varaprasad Rao, D Anji Reddy, Anusha Ampavathi, Shaik Munawar -- Developing Decision Making and Risk Mitigation: Using CRISP-Data Mining / Vivek Parganiha, Soorya Prakash Shukla, Lokesh Kumar Sharma -- Human-Machine Interaction and Visual Data Mining / Sinha Upasana, Gupta Akanksha, Samera Khan, Shilpa Rani, Swati Jain -- MSDTrA: A Boosting Based-Transfer Learning Approach for Class Imbalanced Skin Lesion Dataset for Melanoma Detection / Lokesh Singh, Rekh Ram Janghe, Satya Prakash Sahu -- New Algorithms and Technologies for Data Mining / Padma Bonde, Latika Pinjarkar, Korhan Cengiz, Aditi Shukla, Maguluri Sudeep Joel -- Classification of EEG Signals for Detection of Epileptic Seizure Using Restricted Boltzmann Machine Classifier / Sudesh Kumar, Rekh Ram Janghel, Satya Prakash Sahu -- An Enhanced Security of Women and Children Using Machine Learning and Data Mining Techniques / Nanda R Wagh, Sanjay R Sutar -- Conclusion and Future Direction in Data Mining and Machine Learning / Santosh R Durugkar, Rohit Raja, Kapil Kumar Nagwanshi, Ramakant Chandrakar -- Index

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