Big data analytics and intelligence :: a perspective for health care /
Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval.
Gespeichert in:
| Weitere Verfasser: | , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Bingley, U.K. :
Emerald Publishing Limited,
2020.
|
| Ausgabe: | First edition. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval. |
| Beschreibung: | 1 online resource (xviii, 289 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 1839091010 9781839090998 1839090995 9781839091018 |
Internformat
MARC
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| 245 | 0 | 0 | |a Big data analytics and intelligence : |b a perspective for health care / |c edited by Poonam Tanwar (Manav Rachna International Institute of Research & Studies, India), Vishal Jain (Bharati Vidyapeeth's Institute of Computer Applications and Management, India), Chuan-Ming Liu (National Taipei University of Technology (NTUT), Taiwan), Vishal Goyal (Punjabi University, India). |
| 250 | |a First edition. | ||
| 264 | 1 | |a Bingley, U.K. : |b Emerald Publishing Limited, |c 2020. | |
| 264 | 4 | |c ©2020 | |
| 300 | |a 1 online resource (xviii, 289 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Chapter 1: Big Data Analytics in Healthcare / K. Kalaiselvi and A. Thirumurthi Raja -- Chapter 2: Big Data Analytics in Health Sector: Need, Opportunities, Challenges and Future Prospects / Anam and Prof. M. Israrul Haque -- Chapter 3: Use of Classification Algorithms in Healthcare / Hera Khan, Ayush Srivastav and Amit Kumar Mishra -- Chapter 4: Big Data Analytics in Excelling Health Care: Achievement and Challenges in India / Arindam Chakrabarty and Uday Sankar Das -- Chapter 5: Predictive Big Data Analytics in Healthcare / Shivinder Nijjer, Kumar Saurabh and Sahil Raj -- Chapter 6: Smart Nursery with Health Monitoring System through Integration of IoT and Machine Learning; Rashbir Singh, Prateek Singh and Latika Kharb -- Chapter 7: Computer-aided big healthcare data (BHD) analytics / Tawseef Ayoub Shaikh and Rashid Ali -- Chapter 8: Intrusion Detection and Security System / Prerna Sharma and Deepali Kamthania -- Chapter 9: Decision making with BI in Healthcare domain / Bhawna Suri, Shweta Taneja and Hemanpreet Singh Kalsi -- Chapter 10: Assistance for Facial Palsy using Quantitative Technology / Gulpreet Kaur Chadha, Seema Rawat and Praveen Kumar -- Chapter 11: Constructive Effect of Ranking Optimal Features using Random Forest, Support Vector Machine and Naïve Bayes for Breast Cancer Diagnosis / B.G. Deepa and S. Senthil -- Chapter 12: Intelligent Establishment of Correlation of TTH and Diabetes Mellitus on Subject's Physical Characteristics: MMBD and ML Perspective in Healthcare / Parul Singhal and Rohit Rastogi -- Chapter 13: A Machine Learning Approach Toward Meal Classification and Assessing Nutrients Value Based on Weather Conditions / Madhulika Bhatia, Shubham Sharma, Madhurima Hooda and Narayan C. Debnath -- Chapter 14: Telehealth: Former, Today and Later / Madhulika Bhatia, Shubham Chaudhary, Madhurima Hooda and Bhuvanesh Unhelkar -- Chapter 15: Predictive Modelling in Health Care Data Analytics: A Sustainable Supervised Learning Technique / Suryakanthi Tangirala. | |
| 520 | |a Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval. | ||
| 588 | 0 | |a Print version record. | |
| 650 | 0 | |a Big data. |0 http://id.loc.gov/authorities/subjects/sh2012003227 | |
| 650 | 0 | |a Medical statistics. |0 http://id.loc.gov/authorities/subjects/sh85083031 | |
| 650 | 6 | |a Données volumineuses. | |
| 650 | 7 | |a Data capture & analysis. |2 bicssc | |
| 650 | 7 | |a Technology & Engineering |x General. |2 bisacsh | |
| 650 | 7 | |a Big data |2 fast | |
| 650 | 7 | |a Medical statistics |2 fast | |
| 700 | 1 | |a Tanwar, Poonam, |e editor. | |
| 700 | 1 | |a Jain, Vishal, |d 1983- |e editor. |1 https://id.oclc.org/worldcat/entity/E39PCjxCqJcdrJVFFqTpJM3rmb |0 http://id.loc.gov/authorities/names/n2019005442 | |
| 700 | 1 | |a Liu, Chuan-Ming, |e editor. | |
| 700 | 1 | |a Goyal, Vishal, |e editor. | |
| 758 | |i has work: |a Big data analytics and intelligence (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFCV4DWdrrDCbQYbdvjBRq |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |t Big data analytics and intelligence. |d Bingley, U.K. : Emerald Publishing Limited, 2020 |z 9781839091001 |w (OCoLC)1184237754 |
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| author2 | Tanwar, Poonam Jain, Vishal, 1983- Liu, Chuan-Ming Goyal, Vishal |
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| author_GND | http://id.loc.gov/authorities/names/n2019005442 |
| author_facet | Tanwar, Poonam Jain, Vishal, 1983- Liu, Chuan-Ming Goyal, Vishal |
| building | Verbundindex |
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| contents | Chapter 1: Big Data Analytics in Healthcare / K. Kalaiselvi and A. Thirumurthi Raja -- Chapter 2: Big Data Analytics in Health Sector: Need, Opportunities, Challenges and Future Prospects / Anam and Prof. M. Israrul Haque -- Chapter 3: Use of Classification Algorithms in Healthcare / Hera Khan, Ayush Srivastav and Amit Kumar Mishra -- Chapter 4: Big Data Analytics in Excelling Health Care: Achievement and Challenges in India / Arindam Chakrabarty and Uday Sankar Das -- Chapter 5: Predictive Big Data Analytics in Healthcare / Shivinder Nijjer, Kumar Saurabh and Sahil Raj -- Chapter 6: Smart Nursery with Health Monitoring System through Integration of IoT and Machine Learning; Rashbir Singh, Prateek Singh and Latika Kharb -- Chapter 7: Computer-aided big healthcare data (BHD) analytics / Tawseef Ayoub Shaikh and Rashid Ali -- Chapter 8: Intrusion Detection and Security System / Prerna Sharma and Deepali Kamthania -- Chapter 9: Decision making with BI in Healthcare domain / Bhawna Suri, Shweta Taneja and Hemanpreet Singh Kalsi -- Chapter 10: Assistance for Facial Palsy using Quantitative Technology / Gulpreet Kaur Chadha, Seema Rawat and Praveen Kumar -- Chapter 11: Constructive Effect of Ranking Optimal Features using Random Forest, Support Vector Machine and Naïve Bayes for Breast Cancer Diagnosis / B.G. Deepa and S. Senthil -- Chapter 12: Intelligent Establishment of Correlation of TTH and Diabetes Mellitus on Subject's Physical Characteristics: MMBD and ML Perspective in Healthcare / Parul Singhal and Rohit Rastogi -- Chapter 13: A Machine Learning Approach Toward Meal Classification and Assessing Nutrients Value Based on Weather Conditions / Madhulika Bhatia, Shubham Sharma, Madhurima Hooda and Narayan C. Debnath -- Chapter 14: Telehealth: Former, Today and Later / Madhulika Bhatia, Shubham Chaudhary, Madhurima Hooda and Bhuvanesh Unhelkar -- Chapter 15: Predictive Modelling in Health Care Data Analytics: A Sustainable Supervised Learning Technique / Suryakanthi Tangirala. |
| ctrlnum | (OCoLC)1201332663 |
| dewey-full | 082 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 082 - General collections in English |
| dewey-raw | 082 |
| dewey-search | 082 |
| dewey-sort | 282 |
| dewey-tens | 080 - General collections |
| discipline | Allgemeines |
| edition | First edition. |
| format | Electronic eBook |
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Deepa and S. Senthil -- Chapter 12: Intelligent Establishment of Correlation of TTH and Diabetes Mellitus on Subject's Physical Characteristics: MMBD and ML Perspective in Healthcare / Parul Singhal and Rohit Rastogi -- Chapter 13: A Machine Learning Approach Toward Meal Classification and Assessing Nutrients Value Based on Weather Conditions / Madhulika Bhatia, Shubham Sharma, Madhurima Hooda and Narayan C. Debnath -- Chapter 14: Telehealth: Former, Today and Later / Madhulika Bhatia, Shubham Chaudhary, Madhurima Hooda and Bhuvanesh Unhelkar -- Chapter 15: Predictive Modelling in Health Care Data Analytics: A Sustainable Supervised Learning Technique / Suryakanthi Tangirala.</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval.</subfield></datafield><datafield tag="588" ind1="0" ind2=" "><subfield code="a">Print version record.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Big data.</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh2012003227</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Medical statistics.</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh85083031</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Données volumineuses.</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Data capture & analysis.</subfield><subfield code="2">bicssc</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Technology & Engineering</subfield><subfield code="x">General.</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Big data</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Medical statistics</subfield><subfield code="2">fast</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Tanwar, Poonam,</subfield><subfield code="e">editor.</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Jain, Vishal,</subfield><subfield code="d">1983-</subfield><subfield code="e">editor.</subfield><subfield code="1">https://id.oclc.org/worldcat/entity/E39PCjxCqJcdrJVFFqTpJM3rmb</subfield><subfield code="0">http://id.loc.gov/authorities/names/n2019005442</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Liu, Chuan-Ming,</subfield><subfield code="e">editor.</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Goyal, Vishal,</subfield><subfield code="e">editor.</subfield></datafield><datafield tag="758" ind1=" " ind2=" "><subfield code="i">has work:</subfield><subfield code="a">Big data analytics and intelligence (Text)</subfield><subfield code="1">https://id.oclc.org/worldcat/entity/E39PCFCV4DWdrrDCbQYbdvjBRq</subfield><subfield code="4">https://id.oclc.org/worldcat/ontology/hasWork</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Print version:</subfield><subfield code="t">Big data analytics and intelligence.</subfield><subfield code="d">Bingley, U.K. : Emerald Publishing Limited, 2020</subfield><subfield code="z">9781839091001</subfield><subfield code="w">(OCoLC)1184237754</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="l">FWS01</subfield><subfield code="p">ZDB-4-EBA</subfield><subfield code="q">FWS_PDA_EBA</subfield><subfield code="u">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2512015</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">Askews and Holts Library Services</subfield><subfield code="b">ASKH</subfield><subfield code="n">AH37495702</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">Askews and Holts Library Services</subfield><subfield code="b">ASKH</subfield><subfield code="n">AH37495700</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">ProQuest Ebook Central</subfield><subfield code="b">EBLB</subfield><subfield code="n">EBL6354159</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">EBSCOhost</subfield><subfield code="b">EBSC</subfield><subfield code="n">2512015</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">YBP Library Services</subfield><subfield code="b">YANK</subfield><subfield code="n">16965239</subfield></datafield><datafield tag="994" ind1=" " ind2=" "><subfield code="a">92</subfield><subfield code="b">GEBAY</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-4-EBA</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-863</subfield></datafield></record></collection> |
| id | ZDB-4-EBA-on1201332663 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:30:05Z |
| institution | BVB |
| isbn | 1839091010 9781839090998 1839090995 9781839091018 |
| language | English |
| oclc_num | 1201332663 |
| open_access_boolean | |
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| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xviii, 289 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2020 |
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| publisher | Emerald Publishing Limited, |
| record_format | marc |
| spelling | Big data analytics and intelligence : a perspective for health care / edited by Poonam Tanwar (Manav Rachna International Institute of Research & Studies, India), Vishal Jain (Bharati Vidyapeeth's Institute of Computer Applications and Management, India), Chuan-Ming Liu (National Taipei University of Technology (NTUT), Taiwan), Vishal Goyal (Punjabi University, India). First edition. Bingley, U.K. : Emerald Publishing Limited, 2020. ©2020 1 online resource (xviii, 289 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. Chapter 1: Big Data Analytics in Healthcare / K. Kalaiselvi and A. Thirumurthi Raja -- Chapter 2: Big Data Analytics in Health Sector: Need, Opportunities, Challenges and Future Prospects / Anam and Prof. M. Israrul Haque -- Chapter 3: Use of Classification Algorithms in Healthcare / Hera Khan, Ayush Srivastav and Amit Kumar Mishra -- Chapter 4: Big Data Analytics in Excelling Health Care: Achievement and Challenges in India / Arindam Chakrabarty and Uday Sankar Das -- Chapter 5: Predictive Big Data Analytics in Healthcare / Shivinder Nijjer, Kumar Saurabh and Sahil Raj -- Chapter 6: Smart Nursery with Health Monitoring System through Integration of IoT and Machine Learning; Rashbir Singh, Prateek Singh and Latika Kharb -- Chapter 7: Computer-aided big healthcare data (BHD) analytics / Tawseef Ayoub Shaikh and Rashid Ali -- Chapter 8: Intrusion Detection and Security System / Prerna Sharma and Deepali Kamthania -- Chapter 9: Decision making with BI in Healthcare domain / Bhawna Suri, Shweta Taneja and Hemanpreet Singh Kalsi -- Chapter 10: Assistance for Facial Palsy using Quantitative Technology / Gulpreet Kaur Chadha, Seema Rawat and Praveen Kumar -- Chapter 11: Constructive Effect of Ranking Optimal Features using Random Forest, Support Vector Machine and Naïve Bayes for Breast Cancer Diagnosis / B.G. Deepa and S. Senthil -- Chapter 12: Intelligent Establishment of Correlation of TTH and Diabetes Mellitus on Subject's Physical Characteristics: MMBD and ML Perspective in Healthcare / Parul Singhal and Rohit Rastogi -- Chapter 13: A Machine Learning Approach Toward Meal Classification and Assessing Nutrients Value Based on Weather Conditions / Madhulika Bhatia, Shubham Sharma, Madhurima Hooda and Narayan C. Debnath -- Chapter 14: Telehealth: Former, Today and Later / Madhulika Bhatia, Shubham Chaudhary, Madhurima Hooda and Bhuvanesh Unhelkar -- Chapter 15: Predictive Modelling in Health Care Data Analytics: A Sustainable Supervised Learning Technique / Suryakanthi Tangirala. Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval. Print version record. Big data. http://id.loc.gov/authorities/subjects/sh2012003227 Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Données volumineuses. Data capture & analysis. bicssc Technology & Engineering General. bisacsh Big data fast Medical statistics fast Tanwar, Poonam, editor. Jain, Vishal, 1983- editor. https://id.oclc.org/worldcat/entity/E39PCjxCqJcdrJVFFqTpJM3rmb http://id.loc.gov/authorities/names/n2019005442 Liu, Chuan-Ming, editor. Goyal, Vishal, editor. has work: Big data analytics and intelligence (Text) https://id.oclc.org/worldcat/entity/E39PCFCV4DWdrrDCbQYbdvjBRq https://id.oclc.org/worldcat/ontology/hasWork Print version: Big data analytics and intelligence. Bingley, U.K. : Emerald Publishing Limited, 2020 9781839091001 (OCoLC)1184237754 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2512015 Volltext |
| spellingShingle | Big data analytics and intelligence : a perspective for health care / Chapter 1: Big Data Analytics in Healthcare / K. Kalaiselvi and A. Thirumurthi Raja -- Chapter 2: Big Data Analytics in Health Sector: Need, Opportunities, Challenges and Future Prospects / Anam and Prof. M. Israrul Haque -- Chapter 3: Use of Classification Algorithms in Healthcare / Hera Khan, Ayush Srivastav and Amit Kumar Mishra -- Chapter 4: Big Data Analytics in Excelling Health Care: Achievement and Challenges in India / Arindam Chakrabarty and Uday Sankar Das -- Chapter 5: Predictive Big Data Analytics in Healthcare / Shivinder Nijjer, Kumar Saurabh and Sahil Raj -- Chapter 6: Smart Nursery with Health Monitoring System through Integration of IoT and Machine Learning; Rashbir Singh, Prateek Singh and Latika Kharb -- Chapter 7: Computer-aided big healthcare data (BHD) analytics / Tawseef Ayoub Shaikh and Rashid Ali -- Chapter 8: Intrusion Detection and Security System / Prerna Sharma and Deepali Kamthania -- Chapter 9: Decision making with BI in Healthcare domain / Bhawna Suri, Shweta Taneja and Hemanpreet Singh Kalsi -- Chapter 10: Assistance for Facial Palsy using Quantitative Technology / Gulpreet Kaur Chadha, Seema Rawat and Praveen Kumar -- Chapter 11: Constructive Effect of Ranking Optimal Features using Random Forest, Support Vector Machine and Naïve Bayes for Breast Cancer Diagnosis / B.G. Deepa and S. Senthil -- Chapter 12: Intelligent Establishment of Correlation of TTH and Diabetes Mellitus on Subject's Physical Characteristics: MMBD and ML Perspective in Healthcare / Parul Singhal and Rohit Rastogi -- Chapter 13: A Machine Learning Approach Toward Meal Classification and Assessing Nutrients Value Based on Weather Conditions / Madhulika Bhatia, Shubham Sharma, Madhurima Hooda and Narayan C. Debnath -- Chapter 14: Telehealth: Former, Today and Later / Madhulika Bhatia, Shubham Chaudhary, Madhurima Hooda and Bhuvanesh Unhelkar -- Chapter 15: Predictive Modelling in Health Care Data Analytics: A Sustainable Supervised Learning Technique / Suryakanthi Tangirala. Big data. http://id.loc.gov/authorities/subjects/sh2012003227 Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Données volumineuses. Data capture & analysis. bicssc Technology & Engineering General. bisacsh Big data fast Medical statistics fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh2012003227 http://id.loc.gov/authorities/subjects/sh85083031 |
| title | Big data analytics and intelligence : a perspective for health care / |
| title_auth | Big data analytics and intelligence : a perspective for health care / |
| title_exact_search | Big data analytics and intelligence : a perspective for health care / |
| title_full | Big data analytics and intelligence : a perspective for health care / edited by Poonam Tanwar (Manav Rachna International Institute of Research & Studies, India), Vishal Jain (Bharati Vidyapeeth's Institute of Computer Applications and Management, India), Chuan-Ming Liu (National Taipei University of Technology (NTUT), Taiwan), Vishal Goyal (Punjabi University, India). |
| title_fullStr | Big data analytics and intelligence : a perspective for health care / edited by Poonam Tanwar (Manav Rachna International Institute of Research & Studies, India), Vishal Jain (Bharati Vidyapeeth's Institute of Computer Applications and Management, India), Chuan-Ming Liu (National Taipei University of Technology (NTUT), Taiwan), Vishal Goyal (Punjabi University, India). |
| title_full_unstemmed | Big data analytics and intelligence : a perspective for health care / edited by Poonam Tanwar (Manav Rachna International Institute of Research & Studies, India), Vishal Jain (Bharati Vidyapeeth's Institute of Computer Applications and Management, India), Chuan-Ming Liu (National Taipei University of Technology (NTUT), Taiwan), Vishal Goyal (Punjabi University, India). |
| title_short | Big data analytics and intelligence : |
| title_sort | big data analytics and intelligence a perspective for health care |
| title_sub | a perspective for health care / |
| topic | Big data. http://id.loc.gov/authorities/subjects/sh2012003227 Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Données volumineuses. Data capture & analysis. bicssc Technology & Engineering General. bisacsh Big data fast Medical statistics fast |
| topic_facet | Big data. Medical statistics. Données volumineuses. Data capture & analysis. Technology & Engineering General. Big data Medical statistics |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2512015 |
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