04058nam 2200505 450 991082995680332120220926213859.01-5231-5578-71-119-79250-91-119-79252-51-119-79251-710.1002/9781119792529(MiAaPQ)EBC6875444(Au-PeEL)EBL6875444(CKB)21004431800041(OCoLC)1294221123(OCoLC-P)1294221123(CaSebORM)9781119791782(EXLCZ)992100443180004120220208d2022 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierData mining and machine learning applications /editors, Rohit Raja [et al.]Beverly, MA :Scrivener Publishing LLC,[2022]©20221 online resource (488 pages)Print version: Raja, Rohit Data Mining and Machine Learning Applications Newark : John Wiley & Sons, Incorporated,c2022 9781119791782 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 -- IndexDATA MINING AND MACHINE LEARNING APPLICATIONS The book elaborates in detail on the current needs of data mining and machine learning and promotes mutual understanding among research in different disciplines, thus facilitating research development and collaboration. Data, the latest currency of today's world, is the new gold. In this new form of gold, the most beautiful jewels are data analytics and machine learning.Data miningMachine learningData mining.Machine learning.006.312Raja RohitMiAaPQMiAaPQMiAaPQBOOK9910829956803321Data mining and machine learning applications4053661UNINA