Proceedings of the Third International Conference on Information Management and Machine Intelligence

ICIMMI 2021
1. Auflage 2023
ISBN: 978-981-19-2064-6
Verlag: Springer Nature Singapore

Buch, Englisch, 661 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 1168 g

Reihe: Algorithms for Intelligent Systems

This book features selected papers presented at Third International Conference on International Conference on Information Management and Machine Intelligence (ICIMMI 2021) held at Poornima Institute of Engineering & Technology, Jaipur, Rajasthan, India during 23 – 24 December 2021. It covers a range of topics, including data analytics; AI; machine and deep learning; information management, security, processing techniques and interpretation; applications of artificial intelligence in soft computing and pattern recognition; cloud-based applications for machine learning; application of IoT in power distribution systems; as well as wireless sensor networks and adaptive wireless communication.

Zielgruppe

Research

Autoren/Hrsg.

Goyal, Dinesh

Paprzycki, Marcin

Kumar, Anil

Piuri, Vincenzo

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik Angewandte Informatik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Drahtlostechnologie
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik

Inhaltsverzeichnis

Analysis and Comparison of Swarm Intelligence Algorithm in IoT: A Survey.- Implementing Client-Side Encryption for Enforcing Data Privacy on the Web using Symmetric Cryptography.- System to Analyze Electricity Consumption Using IoT and On-Demand Cloud CRM Salesforce.- Minimisation of Power in Home Automation by IOT Based Interactive Home.- An Efficient Model for IOT Security using Adopted RSA.- A Comparative Study of Time Series Models for Blood Glucose Prediction.- Machine Learning Approaches in Mobile Data Forensic: An overview.- Obtrusion Detection Using Hybrid Cloud Models.- Comparative analysis of Speech Enhancement Techniques in Perceptive Of Hearing Aid Design.- Hydroponic Farming as a Contemporary, Dependable, and Efficient Agricultural System: Overview.- Internet of Things: The Next Generation Internet.- Global Outlook of Cyber Security.- Consensus Mechanism using Sharding Approach in Consortium Blockchain.- Smart Cities in Emerging Economies: Opportunities ,Challenges & Policy Implications.- Impact of Covid Vaccination: A Machine Learning Approach.- Recurrent Neural Network: A flexible tool of computational neuroscience research.- Reviewing Fake News Classification Algorithms.- Animal Accident Prevention on Railway Tracks using Convolution Neural Network.- Wireless Power Transmission via Solar Power Satellite.- Health Assistant using Natural Language Processing.

Über Autor(innen)

Dr. Dinesh Goyal is working as Principal at revered Institute, namely Poornima Institute of Engineering & Technology. Acquiring an experience of 20 years in teaching, and perceive keen interest in research area relating Cloud Security, Image Processing and Information Security. With a mission to append more and better skill set, has organized short term training programs as Convener and Co-Convener within during this short career span. He has been instrument in obtaining accreditations for his institutions, from various agencies like NAAC & NBA, He has received Grants for Research, Development, Conference & workshops worth Rs. 85 Lakh, from agencies like AICTE, TEQIP etc. He has been awarded by “Elets Excellence Award 2017” at Higher Education & Human Resource Conclave by Higher Education Department of Government of Rajasthan. Under his leadership, Institutions has also excelled in Industry Academia Interface, has established centers with major tech giants like Microsoft, Google & Amazon etc. He has six full published patents and 1 copyright under his name. He has successfully published 6 edited books with big publishing giants like Springer, Wiley, IGI Global, Apple Academic Press, Taylor & Francis and Eureka. He has published 3 SCI & 21 Scopus indexed papers & is editors of 2 SCI & 5 Scopus Indexed Journals, special issues. He has successfully guided 8 PhD Scholars & 31 PG Scholars. He has also attended more than 25 International Conferences & has been invited speaker for more than 15 Conferences & Seminars. He is life member of ISC & ISTE and fellow member of CSI & ISTE.

Dr. Anil Kumar has around 15 years of experience in teaching. He is currently working as an Associate Professor at Poornima Institute of Engineering & Technology (NBA and NAAC Accredited), Jaipur. Earlier he has worked at Sri Satya Sai University of Medical Sciences, Sehore, M. P & J.V.M.G.R.R. Institute of Computer Applications, Charkhi Dadri, Haryana. He has received a Ph.D.degree in the field of Computer Science & Engineering in 2013. He completed his M. Tech degree with Distinction in Computer Science & Engineering from Guru Jambheshwar University, Hisar in 2005.He Completed his B. E in Computer Science and Engineering from R.K.D.F. Institute of Science & Technology, Bhopal in 2002. His key areas of interest are Cybersecurity, Penetration Testing, Information Security, and cryptography. He has been a resource person in various FDP’s, workshops, guest lectures, and seminars. He has published many papers in various reputed National/International Journals and conferences. He has been a mentor to various M.C. A & B. Tech projects. He has also supervised Ph.D. students in the area of security, Green Computing. He has organized many events Like AICTE Training & Learning Program, Member of Organizing Committee of the Conference on ICIMMI 2019 & ICIMMI 2020 in collaboration with Springer.

Dr. Vincenzo Piuri has received his Ph.D. in computerengineering at Polytechnic of Milan, Italy (1989). He is Full Professor in computer engineering at the University of Milan, Italy (since 2000). He has been Associate Professor at Polytechnic of Milan, Italy and Visiting Professor at the University of Texas at Austin, USA, and visiting researcher at George Mason University, USA. His main research interests are: artificial intelligence, computational intelligence, intelligent systems, machine learning, pattern analysis and recognition, signal and image processing, biometrics, intelligent measurement systems, industrial applications, digital processing architectures, fault tolerance, cloud computing infrastructures, and internet-of-things. Original results have been published in 400+ papers in international journals, proceedings of international conferences, books, and book chapters. He is Fellow of the IEEE, Distinguished Scientist of ACM, and Senior Member of INNS. He is President of the IEEE Systems Council (2020-21) and IEEE Region 8Director-elect (2021-22), and has been IEEE Vice President for Technical Activities (2015), IEEE Director, President of the IEEE Computational Intelligence Society, Vice President for Education of the IEEE Biometrics Council, Vice President for Publications of the IEEE Instrumentation and Measurement Society and the IEEE Systems Council, and Vice President for Membership of the IEEE Computational Intelligence Society. He has been Editor-in-Chief of the IEEE Systems Journal (2013-19). He is Associate Editor of the IEEE Transactions on Cloud Computing and has been Associate Editor of the IEEE Transactions on Computers, the IEEE Transactions on Neural Networks, the IEEE Transactions on Instrumentation and Measurement, and IEEE Access. He received the IEEE Instrumentation and Measurement Society Technical Award (2002) and the IEEE TAB Hall of Honor (2019). He is Honorary Professor at: Obuda University, Hungary; Guangdong University of Petrochemical Technology, China; Northeastern University, China; Muroran Institute of Technology, Japan; Amity University, India; and Galgotias University, India.

Dr. Marcin Paprzycki is an Associate Professor at the Systems Research Institute, Polish Academy of Sciences. He has an MS from Adam Mickiewicz University in Poznan, Poland, a PhD from Southern Methodist University in Dallas, Texas, and a Doctor of Science from the Bulgarian Academy of Sciences. He is a senior member of IEEE, a senior member of ACM, and was a Senior Fulbright Lecturer, and an IEEE CS Distinguished Visitor. He has contributed to more than 500 publications and was invited to the program committees of over 800 international conferences. He is on the editorial boards of 12 journals.