Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics
AvAbhishek Kumar,Ashutosh Kumar Dubey
Del i serien Innovations in Big Data and Machine Learning
736 kr
Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.
Fler format och utgåvor
Beskrivning
Produktinformation
- Utgivningsdatum:2024-10-07
- Mått:156 x 234 x 13 mm
- Vikt:380 g
- Format:Häftad
- Språk:Engelska
- Serie:Innovations in Big Data and Machine Learning
- Antal sidor:224
- Förlag:Taylor & Francis Ltd
- ISBN:9780367676346
Utforska kategorier
Mer om författaren
Abhishek Kumar is Doctorate in computer science from University of Madras and done M.tech in Computer Sci. & Engineering from Government engineering college Ajmer, Rajasthan Technical University, Kota India. He has total Academic teaching experience of more than 7 years with more than 80 publications in reputed, peer reviewed National and International Journals, books & Conferences. He has guided more than 20 M.Tech Projects and Thesis and guiding 2 PhD Scholar. His research area includes- Artificial intelligence, Image processing, Computer Vision, Data Mining, Machine Learning. He has been Session chair and keynote Speaker of many International conferences, webinars in India and Abroad. He has been the reviewer for IEEE and Inderscience Journal. He has authored/Co-Authored 6 books published internationally and edited 16 book (Published & ongoing with Elsevier, Wiley, IGI GLOBAL Springer, Apple Academic Press, De-Grueter and CRC etc. He has been member of various National and International professional societies in the field of engineering & research like Senior Member of IEEE , IAENG (International Association of Engineers), Associate Member of IRED (Institute of Research Engineers and Doctors), He has got Sir CV Raman National award for 2018 in young researcher and faculty Category from IJRP Group. He is Editor of Special issue in the Journal Computer materials and continua [SCI and SCOPUS.IF- 4.98] and Intelligent Automation and Soft Computing [SCI, SCOPUS, IF-1.276] Cognitive Neuro dynamics, Springer [SCI, SCOPUS, IF-3.925].Ashutosh Kumar Dubey PhD is currently in the department of Computer Science and Engineering, Chitkara University School of Engineering and Technology, Chitkara University, Himachal Pradesh, India. He received his PhD degree in Computer Science and Engineering from JK Lakshmipat University, Jaipur, and Rajasthan, India. He is the Senior Member of IEEE and ACM. He has more than 14 years of teaching experience. He has authored a book name Database Management Concepts. He has been associated with many international and national conferences as the Technical Program Committee member. He is also associated as the Editor/Editorial Board Member/ Reviewer of many peer-reviewed journals. His research areas are Data Mining, Health Informatics, Optimization, Machine Learning, Cloud Computing, Artificial Intelligence and Object-Oriented Programming.Sreenatha G. Anavatti is a Senior Lecturer with the School of Engineering and Information Technology at the University of New South Wales, Canberra, Australia. He has a Ph.D. from Indian Institute of Science, Bengaluru, India. Before moving to Australia, he was an Associate Professor at Indian Institute of Technology, Mumbai, India. As an established faculty at Indian Institute of Technology, he has contributed to the major National Projects like Indian Remote Sensing Satellite, Light Combat Aircraft and Air to Air Missile. His research work includes the application of AI for autonomous systems that include image processing for improved sensing and GAN based networks for improved classification with imbalanced data sets. In addition, he also works on the application of modern control tools for applications related to Aerospace, Underwater and Ground Vehicles including Evolutionary Fuzzy and Fuzzy Neural Systems for identification and control of dynamic systems. He has authored more than 250 papers in peer reviewed International Journals and International conferences. He has been an active reviewer for a number of high quality journals like IEEE transactions and Technical Committee member for a number of International Conferences like SSCIPramod Singh Rathore is pursuing his Doctorate in computer science from University of Engineering and Management (UEM) and done M. Tech in Computer Sci. & Engineering from Government engineering college Ajmer, Rajasthan Technical University, Kota India. He has been working as an Assistant professor of Computer Science & Engineering Department at Aryabhatt Engineering College and Research centre, Ajmer, Rajasthan and also visiting faculty in Government University MDS Ajmer. He has total Academic teaching experience of more than 8 years with more than 50 publications in reputed, peer reviewed National and International Journals, books & Conferences like Wiley, IGI GLOBAL, Taylor & Francis Springer, Elsevier Science Direct, Annals of Computer Science, Poland, and IEEE. He has authored/Co-Authored 6 books published internationally and edited 16 book (Published & ongoing with Elsevier, Wiley, IGI GLOBAL Springer, Apple Academic Press, De-Grueter and CRC etc. His research area includes NS2, Computer Network, Mining, and DBMS.
Innehållsförteckning
- 1. Machine Learning in Healthcare. 2. Feature Extraction and Applications of Bio Signals. 3. Machine Learning Methods for Managing Parkinson’s Disease. 4. Challenges of Medical Text and Image Processing. 5. Machine Learning Solutions in Computer-Aided Medical Diagnosis. 6. Rule Learning in Healthcare and Health Services Research. 7. Diagnosis in Medical Imaging. 8. Identifying Diseases and Diagnosis Using Machine Learning. 9. Machine Learning-Based Behavioral Modification. 10. Smart Health Records. 11. Treatment Recommendation System. 12. Smart Health Informatics System. 13. Natural Language Processing Utilization in Healthcare. 14. Clinical Decision Support and Predictive Analytics. 15. Bioinformatics and Biometrics. 16. Human Computer Interfaces and Usability. 17. Education and Capacity Building. 18. Learning Analytics for Competence Assessment. 19. Patient Simulators. 20. Serious Gaming. 21. Patient Empowerment and Engagement. 22. Social Media, Mobile Apps, and Patient Portals. 23. Human Factors and Technology Adoption. 24. Surveillance System. 25. Robotics. 26. Object Detection. 27. Traffic Analysis. 28. Big Data in Healthcare Systems. 29. Advanced Decision-Making and Data Analytics. 30. Emergence of Decision Support Systems. 31. Big Data Based Frameworks and Machine Learning. 32. Predictive Analysis and Modeling. 33. Security and Privacy with Machine Learning Systems. 34. Role of Social Media in Healthcare Analytics. 35. Big Data Based Case Studies for Healthcare Analytics. 36. Machine Learning and Deep Learning Paradigms and Case Studies. 37. Machine Learning in Agriculture.
Mer från samma författare
Artificial Intelligence for Renewable Energy systems
Ashutosh Kumar Dubey, Sushil Narang, Abhishek Kumar, Vicente Garc�a-D�az, Arun Lal Srivastav
Häftad, 2022
2 658 kr
Artificial Intelligence for Renewable Energy systems
Arun Lal Srivastav, Vicente Garcia-Diaz, Abhishek Kumar, Sushil Narang, Ashutosh Kumar Dubey
3 649 kr
Handbook on New Paradigms in Smart Charging for E-Mobility
Kumar,Abhishe, Abhishek Kumar, Ramesh C. Bansal, Praveen Kumar, Xiangning He
Häftad, 2025
1 793 kr
Handbook on New Paradigms in Smart Charging for E-Mobility
Xiangning He, Praveen Kumar, Ramesh C. Bansal, Abhishek Kumar
2 268 kr
Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence
Ashutosh Kumar Dubey, Abhishek Kumar, Sushil Kumar Narang, Moonis Ali Khan, Arun Lal Srivastav
Häftad, 2022
1 602 kr
Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence
Arun Lal Srivastav, Moonis Ali Khan, Sushil Kumar Narang, Abhishek Kumar, Ashutosh Kumar Dubey
2 278 kr
Machine Learning for Healthcare
Rashmi Agrawal, Jyotir Moy Chatterjee, Abhishek Kumar, Pramod Singh Rathore, Dac-Nhuong Le
Inbunden, 2020
1 795 kr
Machine Learning for Healthcare
Rashmi Agrawal, Jyotir Moy Chatterjee, Abhishek Kumar, Pramod Singh Rathore, Dac-Nhuong Le
Häftad, 2025
708 kr
Mer från samma serie
Exploratory Data Analytics for Healthcare
R. Lakshmana Kumar, R. Indrakumari, B. Balamurugan, Achyut Shankar
Inbunden, 2021
2 467 kr
Exploratory Data Analytics for Healthcare
R. Lakshmana Kumar, R. Indrakumari, B. Balamurugan, Achyut Shankar
Häftad, 2024
794 kr
Convergence of Blockchain, AI, and IoT
R. Indrakumari, R.Lakshmana Kumar, B. Balusamy, Vijanth Sagayan Asirvadam
Inbunden, 2021
2 696 kr
Convergence of Blockchain, AI, and IoT
R. Indrakumari, R.Lakshmana Kumar, B. Balusamy, Vijanth Sagayan Asirvadam
Häftad, 2024
1 194 kr
Artificial Intelligence and Internet of Things
Lalit Mohan Goyal, Tanzila Saba, Amjad Rehman, Souad Larabi-Marie-Sainte
Inbunden, 2021
2 776 kr
Artificial Intelligence and Internet of Things
Lalit Mohan Goyal, Tanzila Saba, Amjad Rehman, Souad Larabi-Marie-Sainte
Häftad, 2024
865 kr
Artificial Intelligence, Fintech, and Financial Inclusion
Rajat Gera, Djamchid Assadi, Marzena Starnawska
Inbunden, 2023
2 541 kr
Artificial Intelligence, Fintech, and Financial Inclusion
Rajat Gera, Djamchid Assadi, Marzena Starnawska
Häftad, 2025
876 kr
Du kanske också är intresserad av
- 10% rabatt på allt
Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics
Abhishek Kumar, Ashutosh Kumar Dubey, Sreenatha G. Anavatti, Pramod Singh Rathore
Inbunden, 2022
2 541 kr
Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics
Pramod Singh Rathore, Sreenatha G. Anavatti, Ashutosh Kumar Dubey, Abhishek Kumar
890 kr
Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics
Pramod Singh Rathore, Sreenatha G. Anavatti, Ashutosh Kumar Dubey, Abhishek Kumar
890 kr
Sustainable Management of Electronic Waste
T. Ananth Kumar, Vishal Dutt, Arun Lal Srivastav, Ashutosh Kumar Dubey, Pramod Singh Rathore, Abhishek Kumar
2 983 kr
Microplastic Monitoring Using Artificial Intelligence
Ashutosh Kumar Dubey, Arun Lal Srivastav, Pramod Singh Rathore, Pooja Dixit, Abhishek Kumar
2 604 kr
Solar Energy Optimization Using Generative Artificial Intelligence
Abhishek Kumar, Pramod Singh Rathore, Arun Lal Srivastav, Ashutosh Kumar Dubey
Inbunden, 2026
2 379 kr
Microplastic Monitoring Using Artificial Intelligence
Ashutosh Kumar Dubey, Arun Lal Srivastav, Pramod Singh Rathore, Pooja Dixit, Abhishek Kumar
2 611 kr
Solar Energy Optimization Using Generative Artificial Intelligence
Ashutosh Kumar Dubey, Arun Lal Srivastav, Pramod Singh Rathore, Abhishek Kumar
2 726 kr
Microplastic Monitoring Using Artificial Intelligence
Abhishek Kumar, Pooja Dixit, Pramod Singh Rathore, Arun Lal Srivastav, Ashutosh Kumar Dubey
Inbunden, 2026
2 296 kr