A Machine Learning–Based Intelligent Computational Framework for the Prediction of Diabetes Disease (English)
- New search for: Hayat, Maqsood
- New search for: Muhammad, Yar
- New search for: Tahir, Muhammad
- New search for: Jena, Om Prakash
- New search for: Tripathy, Alok Ranjan
- New search for: Elngar, Ahmed A.
- New search for: Polkowski, Zdzislaw
- New search for: Hayat, Maqsood
- New search for: Muhammad, Yar
- New search for: Tahir, Muhammad
In:
Computational Intelligence and Healthcare Informatics
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121-138
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2021
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ISBN:
- Article/Chapter (Book) / Electronic Resource
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Title:A Machine Learning–Based Intelligent Computational Framework for the Prediction of Diabetes Disease
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Contributors:Jena, Om Prakash ( editor ) / Tripathy, Alok Ranjan ( editor ) / Elngar, Ahmed A. ( editor ) / Polkowski, Zdzislaw ( editor ) / Hayat, Maqsood ( author ) / Muhammad, Yar ( author ) / Tahir, Muhammad ( author )
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Published in:
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Publisher:
- New search for: John Wiley & Sons, Inc.
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Place of publication:Hoboken, NJ, USA
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Publication date:2021-10-07
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Size:18 pages
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ISBN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Machine Learning and Big Data: An Approach Toward Better Healthcare ServicesSami, Nahid / Aziz, Asfia et al. | 2021
- 15
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Thoracic Image Analysis Using Deep LearningWajgi, Rakhi / Tembhurne, Jitendra V. / Wajgi, Dipak et al. | 2021
- 43
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Feature Selection and Machine Learning Models for High‐Dimensional Data: State‐of‐the‐ArtManikandan, G. / Abirami, S. et al. | 2021
- 65
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A Smart Web Application for Symptom‐Based Disease Detection and Prediction Using State‐of‐the‐Art ML and ANN ModelsSaleh, Parvej Reja / Saikia, Eeshankur et al. | 2021
- 81
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Classification of Heart Sound Signals Using Time‐Frequency Image Texture FeaturesVyas, Sujata / Patil, Mukesh D. / Birajdar, Gajanan K. et al. | 2021
- 103
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Improving Multi‐Label Classification in Prototype Selection ScenarioSuyal, Himanshu / Singh, Avtar et al. | 2021
- 121
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A Machine Learning–Based Intelligent Computational Framework for the Prediction of Diabetes DiseaseHayat, Maqsood / Muhammad, Yar / Tahir, Muhammad et al. | 2021
- 139
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Hyperparameter Tuning of Ensemble Classifiers Using Grid Search and Random Search for Prediction of Heart DiseaseDhilsath, Fathima M. / Samuel, S. Justin et al. | 2021
- 159
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Computational Intelligence and Healthcare Informatics Part III—Recent Development and Advanced MethodologiesPerumal, Sankar Pariserum / Sannasi, Ganapathy / Santhosh, Kumar S.V.N. / Arputharaj, Kannan et al. | 2021
- 179
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Wolfram's Cellular Automata Model in Health InformaticsSarkar, Sutapa / Saha, Mousumi et al. | 2021
- 193
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COVID‐19: Classification of Countries for Analysis and Prediction of Global Novel Corona Virus Infections Disease Using Data Mining TechniquesKamley, Sachin / Jaloree, Shailesh / Thakur, R.S. / Saxena, Kapil et al. | 2021
- 215
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Sentiment Analysis on Social Media for Emotional Prediction During COVID‐19 Pandemic Using Efficient Machine Learning ApproachSivanantham, Kalimuthu et al. | 2021
- 235
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Primary Healthcare Model for Remote Area Using Self‐Organizing Map NetworkDas, Sayan / Sil, Jaya et al. | 2021
- 255
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Face Mask Detection in Real‐Time Video Stream Using Deep LearningNegi, Alok / Kumar, Krishan et al. | 2021
- 269
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A Computational Intelligence Approach for Skin Disease Identification Using Machine/Deep Learning AlgorithmsNarayanan, Swathi Jamjala / Jaiswal, Pranav Raj / Chowdhury, Ariyan / Joseph, Amitha Maria / Ambar, Saurabh et al. | 2021
- 297
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Asymptotic Patients' Healthcare Monitoring and Identification of Health Ailments in Post COVID‐19 ScenarioDutta, Pushan K.R. / Vinayak, Akshay / Kumari, Simran et al. | 2021
- 313
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COVID‐19 Detection System Using Cellular Automata‐Based Segmentation TechniquesBarik, Rupashri / Nazma, M. / Naskar, B. J. / Mallik, Sarbajyoti et al. | 2021
- 325
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Interesting Patterns From COVID‐19 Dataset Using Graph‐Based Statistical Analysis for Preventive MeasuresAbhilash, C. B. / Mahesh, Kavi et al. | 2021
- 359
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Conceptualizing Tomorrow's Healthcare Through DigitizationChatterjee, Riddhi / Ray, Ratula / Dash, Satya Ranjan / Jena, Om Prakash et al. | 2021
- 377
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Domain Adaptation of Parts of Speech Annotators in Hindi Biomedical Corpus: An NLP ApproachBehera, Pitambar / Jena, Om Prakash et al. | 2021
- 393
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Application of Natural Language Processing in HealthcareRoy, Khushi / Debdas, Subhra / Kundu, Sayantan / Chouhan, Shalini / Mohanty, Shivangi / Biswas, Biswarup et al. | 2021
- 409
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Index| 2021
- i
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Front Matter| 2021