Advanced Computational Techniques for Sustainable Computing (eBook, ePUB)

Redaktion: Rathi, Megha; Sinha, Adwitiya

• Format: ePub

Produktbeschreibung

Sustainable computing is considered multi-disciplinary field encompassing advanced computational techniques across several domains and the core idea is to deploy algorithms, models, policies and protocols to improve energy efficiency and management of resources, recycling, ecological balance, biological sustenance on societal contexts

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 338
• Erscheinungstermin: 25. Juli 2022
• Englisch
• ISBN-13: 9781000454338
• Artikelnr.: 64096699

Autorenporträt

Dr. Megha Rathi has obtained Ph.D. in Computer Science from Banasthali University and is presently working as an Assistant Professor (Senior Grade) in the Department of Computer Science, Jaypee Institute of Information Technology (JIIT), Noida, Sector 62, Uttar Pradesh, India. She has ten years of teaching experience and worked on a research project at the National Informatics Centre (NIC), Delhi. She has experience in software development and worked as a Project Associate at the Indian Institute of Technology (IIT), Delhi. She has organized several special sessions at international conferences and also delivered invited talk. Her research areas include sustainable computing, data mining, data science, health analytics, and machine learning. Dr. Adwitiya Sinha has completed Ph.D. from the School of Computer & Systems Science (SCSS), Jawaharlal Nehru University (JNU) New Delhi, India. She was also awarded Senior Research Fellowship (SRF) from the Council of Scientific & Industrial Research (CSIR), New Delhi. She is presently working as Assistant Professor (Senior Grade) in the Department of Computer Science, Jaypee Institute of Information Technology (JIIT), Noida, Sector 62, Uttar Pradesh, India. She has been organizing & conducting special sessions in several international conferences as chairperson and session chair for invited sessions. She has also delivered lectures series in The Consortium for Educational Communication (CEC), University Grants Commission (UGC) on sensor networks and social media sciences. She has been promoted to IEEE Senior Member in 2019 by The Institute of Electrical and Electronics Engineers (IEEE), New York, USA. Her major research interest lies in Sustainable Computing, Social Networking, Large-scale Graph Algorithms and Wireless Sensor Networks.

Inhaltsangabe

Preface. Editors. Contributors. 1 Sustainable Computing-An Overview. 2
Ambient Air Quality Analysis and Prediction Using Air Quality Index and
Machine Learning Models-The Case Study of Delhi. 3 Assessing Land Cover and
Drought Prediction for Sustainable Agriculture. 4 Electronic Health Record
for Sustainable eHealth. 5 Team Member Selection in Global Software
Development-A Blockchain-Oriented Approach. 6 Machine Learning in
Sustainable Healthcare. 7 Multimedia Audio Signal Analysis for Sustainable
Education. 8 Smart Health Analytics for Sustainable Energy Monitoring Using
IoT Data Analytics. 9 Customer Analytics for Purchasing Behavior
Prediction. 10 Discernment of Malaria-Infected Cells in the Blood Streak
Images Using Advanced Learning Techniques. 11 Handwritten Text Recognition
with IoT Devices. 12 Circadian Rhythm and Lifestyle Diseases. 13 Deep
Learning for Automated Disease Detection. 14 Time Series Analysis and Trend
Exploration of Stock Market. 15 Medical Search Engine. 16 Assessing Impact
of Global Terrorism Using Time Series Analysis. 17 Sustainable Statistics
for Death Cognizance Analysis. 18 Modeling the Immune Response of B-Cell
Receptor Using Petri Net for Tuberculosis. 19 Crop Prediction and the
Sustainability of Farming. 20 Personalized Heart Disease Framework for
Health Sustainability. 21 Sports Analytics for Classifying Player Actions
in Basketball Games. Index.