LEADER 04058nam 2200505 450 001 9910829956803321 005 20220926213859.0 010 $a1-5231-5578-7 010 $a1-119-79250-9 010 $a1-119-79252-5 010 $a1-119-79251-7 024 7 $a10.1002/9781119792529 035 $a(MiAaPQ)EBC6875444 035 $a(Au-PeEL)EBL6875444 035 $a(CKB)21004431800041 035 $a(OCoLC)1294221123 035 $a(OCoLC-P)1294221123 035 $a(CaSebORM)9781119791782 035 $a(EXLCZ)9921004431800041 100 $a20220208d2022 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aData mining and machine learning applications /$feditors, Rohit Raja [et al.] 210 1$aBeverly, MA :$cScrivener Publishing LLC,$d[2022] 210 4$dİ2022 215 $a1 online resource (488 pages) 311 08$aPrint version: Raja, Rohit Data Mining and Machine Learning Applications Newark : John Wiley & Sons, Incorporated,c2022 9781119791782 327 $aFront 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 330 $aDATA 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. 606 $aData mining 606 $aMachine learning 615 0$aData mining. 615 0$aMachine learning. 676 $a006.312 702 $aRaja$b Rohit 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910829956803321 996 $aData mining and machine learning applications$94053661 997 $aUNINA