1st Edition
Artificial Intelligence in Information and Communication Technologies, Healthcare and Education A Roadmap Ahead
Artificial Intelligence in Information and Communication Technologies, Healthcare and Education: A Roadmap Ahead is designed as a reference text and discusses inter-dependability, communication and effective control for the betterment of services through artificial intelligence (AI), as well as the challenges and path ahead for AI in computing and control across different domains of business and human life. The book accommodates technologies and application domains including backbone hardware, systems and methods for deployment, which help incorporating intelligence through different supervised and probabilistic learning approaches.
Features
- The book attempts to establish a connection between hardware, software technologies and algorithmic intelligence for data analysis and decision support in domains such as healthcare, education and other aspects of business and mobility.
- It presents various recent applications of artificial intelligence in information and communication technologies such as search and optimization methods, machine learning, data representation and ontologies, and multi-agent systems.
- The book provides a collection of different case studies with experimentation results than mere theoretical and generalized approaches.
- Covers most of the applications using the trending technologies like machine learning (ML), data science (DS), Internet of Things (IoT), and underlying information and communication technologies.
The book is aimed primarily at advanced undergraduates and postgraduate students studying computer science, computer applications, and information technology. Researchers and professionals will also find this book useful.
Section I: Convergence of AI, IoT and Communication Technologies for Futuristic Innovations
1. Convergence of Blockchain Technology and Artificial Intelligence
Yash Navin Agarwal, Priya Yuvaraj Chougale, Varsha D. Jadhav
2. Low Cost Single Phase Smart Energy Meter Using GSM Module
Rushikesh S. Tanksale, Nitin N. Sakhare, Swapnil Jadhav, Amit Samgir
3. Yoga Posture Detection Using Machine Learning
Pradip Mukundrao Paithane
4. Smart Health Prediction System Using IoT
Kalpesh Joshi, Rohan Awale, Vipul Pisal, Sanmit Patil
5. Real Time CNN- Based Face Mask Detection System
Dr. Suvarna Pawar , Prathamesh Akole, Suyog Mahagaonkar. Mrudul Jain, Rupesh Kapse
6. AI Powered Covid Detection App using Chest X-ray
Dr. Pravin R Futane, Jay Shimpi, Ajinkya Hapase, Ajinkya Sawadkar, Pranav Wagh, Rutuja Patil
Section II: Advances in Sensor and Chip design, Controls, Communication and Signal Processing
7. Software-Defined Networking: Research Challenges
Kalpana A Kumbhar, Prachi Mukherji
8. Novel Channel Allocation Technique for Deadline driven Edge Computing Framework
Radhika Purandare, Archana Ratnaparkhi, Pallavi Deshpande, Gauri Ghule, Shraddha Habbu, Rohini Chavan, Arti Bang
9. Optimal Cluster Head Selection in Wireless Sensor Network via Improved Moth Search Algorithm
Kale Navnath Dattatraya, S. Ananthakumaran, K.V.D. Kiran
10. Camera Calibration Using Robust Intrinsic and Extrinsic Parameters
Ketki P. Kshirsagar, Ashish Tathod, Rushikesh Dudhate, Ajay Yadav, Rudra Tarte
11. Audio based Recognition of Bird Species using Deep Learning.
Arti Bang, Ambar Bidkar, Vishal Phulmante, Yashkumar Mundada
Section III: Data Science and Analysis for Intelligence and Enterprise
12. Development of Mathematical Model for Milk Evaporation Process
Vijaya N. Aher, Dr. Ganesh S. Sable
13. Hate Speech Detection and Analysis using Machine Learning
Pratik Patil, Deepali Nilesh Naik
14. Bibliometric Survey on Personality Detection for Resume Filtration using Artificial Intelligence
Mr. Hridyesh Singh Bisht, Ms. Sejal Shrestha, Mr. Kavya Suthar, Dr. Ambika Vishal Pawar, Ms. Deepali Arun Bhanage
15. A Brief Bibliometric Survey of Sign Language Recognition using Gesture
Dr. Sarita Deshpande, Deepali Nilesh Naik
16. Oxyportal: Oxygen Demand Forecasting with Data Analytics
Dr. Sachin S. Sawant ,Chandrashekhar B. Dongre, Animesh D. Dolas
17. Review on Text To Speech Synthesis System for Hindi Language
Shaikh Naziya Sultana, Dr. R.R. Deshmuhk
18. Weibull Distribution Parameters Estimation using Computer Software
Sarfraz Ali Quadri, Dhananjay R Dolas, Varsha D Jadhav
19. Navigation Systems of Indoor Mobile Robot
Dr. Rahul Pol
Biography
Dr. Parikshit N. Mahalle is a senior member IEEE and is Professor and Head of Department of Artificial Intelligence and Data Science at Vishwakarma Institute of Information Technology, Pune, India. He completed his Ph. D from Aalborg University, Denmark and continued as Post Doc Researcher at CMI, Copenhagen, Denmark. He has 23 + years of teaching and research experience. He is a member of the Board of Studies in Computer Engineering, Ex-Chairman Information Technology, SPPU and various Universities and autonomous colleges across India. He has 9 patents, 200+ research publications (Google Scholar citations-2250 plus, H index-22 and Scopus Citations are 1190 plus with H index -16) and authored/edited 42+ books with Springer, CRC Press, Cambridge University Press, etc. He is editor in chief for IGI Global –International Journal of Rough Sets and Data Analysis, Associate Editor for IGI Global - International Journal of Synthetic Emotions, Inter-science International Journal of Grid and Utility Computing, member-Editorial Review Board for IGI Global – International Journal of Ambient Computing and Intelligence. His research interests are Machine Learning, Data Science, Algorithms, Internet of Things, Identity Management and Security. He is a recognized PhD guide of SSPU, Pune, and guiding 7 PhD students in the area of IoT and machine learning. Recently, FIVE students have successfully defended their PhD. He is also the recipient of "Best Faculty Award" by Sinhgad Institutes and Cognizant Technologies Solutions. He has delivered 200 plus lectures at national and international level. He is also the recipient of the best faculty award by Cognizant Technology Solutions.
Dr. Rajendra S. Talware completed his Doctoral studies from College of Engg. Pune (COEP) under Pune University, Pune in Electronics and Telecommunication (E&TC) Engg. He has varied experience encompassing industry, software consultancy, teaching and university administration. He is currently he is working as a Professor in E&TC and looks after research and development as Dean (Research) of Vishwakarma Institute of Info Technology, (VIIT) Pune. He is a member and Chartered Engineer from Institution of Engineers, India. He is recipient of various research grants from Defense Research and Development Organization, Konkan Railway, S. P. Pune University and Industry consultancy. He has Published 18 research communications in referred journal and International conferences. He has authored a book on broadband communication. He has filed and published 03 patents and 03 copyrights. He is invited as a member of Technical and Advisory Committee for various international conferences and symposiums and as resource person.Dr. Rajendra is associated with Industry and Universities in teaching and administrative capacities.
Dr. Ganesh Patil received Bachelors degree in Electronics and Telecommunication Engineering from University of Pune and M.Tech degree from College of Engineering Pune (COEP) in 2002 and 2007 respectively. After M.Tech he completed Ph.D. in the area of Microelectronics and VLSI from the Indian Institute of Technology Kanpur, India in Jan 2014. Dr. Patil Bagged Best Student Award at 4th International Student Workshop on Electrical Engineering, at Kyushu University, Fukuoka, Japan, and also received Cash Award (Rs 20,000/-) twice by IIT Kanpur for publishing the papers in reputed journals. He is reviewer of various SCI listed journals and also worked as Technical Program Chair for various IEEE international conferences. The area of his research work is Device Physics and Modeling, Novel Nanoscale MOSFETs, Analog/Digital CMOS circuits, VLSI System Design and organic electronics. Dr. Patil has published several research papers in various reputed journals and more than 30 research papers in peer reviewed international conferences held at USA, Japan, Egypt, Singapore, India and China. He is having total teaching experience of 18 years and currently working as an Associate Professor at Center for VLSI and Nanotechnology at Visvesvaraya National Institute of Technology, Nagpur.
Prof. Sachin R. Sakhare has obtained his doctorate in Computer Science and Engineering in 2014. He has 25 Years of experience and currently he is working as a Professor in Computer Engineering at VIIT, Pune, India. He is a member of Computer Society of India and ISTE. He has availed the research workshop grants from BCUD, Pune University. He has Published 32 research communications in web of Science and Scopus indexed journals and presented papers in national and international conferences, He has 200 citations and H-index 4. He has authored 4 books. He has filed and published 4 patents and 03 copyrights. He is and currently guiding 4 PhD scholars at Savitribai Phule Pune University. He worked as a reviewer of Applied Soft Computing journal from Elsevier, The journal of Soft Computing from Springer, IEEE-ICCUBEA-2018 and 2019. IEEE-INDICON, Springer and ACM conferences. Dr. Sachin has Delivered invited talks at various Conferences, FDP’s and STTP’s as well as to PG students. Dr. Sachin is associated with international universities including Amsterdam University of Applied Sciences (AUAS), Netherlands, Aalborg University, Copenhagen, Denmark and RWTH Aachen university, Germany for academic collaboration and content delivery on specialized fields.
Dr. Yogesh H. Dandawate received his Bachelor of Engineering from University of Pune (India) in 1991, Masters of Engineering from Gulbarga University (India) in 1998 and PhD in Electronics and Telecommunications Engineering in 2009 University of Pune (India). Presently he is working as Professor in Electronics and Telecommunications Engineering Department at Vishwakarma Institute of Information Technology, Pune. He has 30 years of teaching experience and has published more than 102 papers in reputed National and International Conferences/ referred Journals and one copyright . He has worked on several research projects funded by BCUD, RPS (AICTE), Rajiv Gandhi Science and Technology Commission, Maharashtra Government. He has authored two books namely Microcontroller Techniques and Image and Video Compression: Techniques and Fundamentals published by renowned CRC press. One book chapter in "Computer Vision and recognition systems using Machine and Deep Learning " Published by IET (UK) .He has 3 patents granted, 2 patents published and one copyright granted on his account. He his editorial board member of 2 reputed Indian Journals and reviewer of 10 Journals Published by IET(UK),Elsevier and Springer. His areas of interests are Computer vision and Deep Machine learning, Signal and Image processing, Embedded Systems and Pattern recognition. He is senior member of IEEE, and Fellow member of IETE, India. He has served as Treasurer, Secretary of IEEE Pune Section and IEEE Signal Processing Pune Chapter and Presently member of Executive Committee of IEEE Pune Section and IETE , Pune Chapter. He was Chairman, Board of Studies, Electrical and Electronics Engineering, Faculty of Technology, Savitribai Phule Pune University and currently Member Board of Studies, Electronics and Telecommunications Engineering, Savitribai Phule Pune University and Government College of Engineering, Pune and Karad. He is invited Board of Studies Member in Electronics at Bharati Vidyapeeth ,Solapur University and Symbiosis International University.
Dr. Pravin R. Futane is obtained his Ph.D in Computer Science and Engineering from Amravati University. He is currently associated with VIIT, Pune as a Professor in Computer Engg and heading department of Information Technology. IN his 24 years of experience, majority in teaching with some industry experience and expertise. He reviewed and examined scholars for Ph.D thesis. His research interest domain is Sign Language, Artificial Intelligence, Computer and Databases. He has published more than 63 research papers in International Journals (31 papers) and Conferences (32 papers). His Google scholar paper citation is 126, h-Index is 5 and i10 index is 5. He is a member of many professional bodies viz ISTE, IAMG and ISC. He has also received a research grant or QIP funding for around three programmes. He has played a role in various capacity as reviewer, session chair, invited talk, editorial board member and organization of conferences supported by funding organizations. He did filed three patents and received one Australian patent granted to his credit.
