1st Edition
AI-Centric Modeling and Analytics Concepts, Technologies, and Applications
This book shares new methodologies, technologies, and practices for resolving issues associated with leveraging AI-centric modeling, data analytics, machine learning-aided models, Internet of Things-driven applications, and cybersecurity techniques in the era of Industrial Revolution 4.0.
AI-Centric Modeling and Analytics: Concepts, Technologies, and Applications focuses on how to implement solutions using models and techniques to gain insights, predict outcomes, and make informed decisions. This book presents advanced AI-centric modeling and analysis techniques that facilitate data analytics and learning in various applications. It offers fundamental concepts of advanced techniques, technologies, and tools along with the concept of real-time analysis systems. It also includes AI-centric approaches for the overall innovation, development, and implementation of business development and management systems along with a discussion of AI-centric robotic process automation systems that are useful in many government and private industries.
This reference book targets a mixed audience of engineers and business analysts, researchers, professionals, and students from various fields.
1. Artificial Intelligence-Based Model and Applications in Business Decision-Making
Babasaheb Jadhav, Alex Khang, Ashish Kulkarni, Pooja Kulkarni, and Sagar Kulkarni
2. Exploration of Machine Learning Models for Business Ecosystem.
Akanksha Goel, Babasaheb Jadhav, Alex Khang, and Mily Lal
3. The Role of Big Data and Data Analysis Tools in Business and Production.
Alex Khang, Vugar Abdullayev, Triwiyanto, Salahddine Krit, Qaffarova Zeynab Mehman, and Mammadova Bilqeyis Azer
4. Revolutionized Teaching by Incorporating Artificial Intelligence Chatbot for Higher Education Ecosystem.
Nur Aeni, Muthmainnah, Alex Khang, Ahmad Al Yakin, Muhammad Yunus, and Luís Cardoso
5. Application of Artificial Intelligence in AgroWeb.
Reethika A., Danush R., Akshaya E., and Kanaga Priya P.
6. Natural Language Processing: A Study of State of the Art.
Nipun Sharma and Swati Sharma
7. Application of Artificial Intelligence in Healthcare System Management with Dynamic Modelling of COVID-19 Diagnosis.
Yerra Shankar Rao and Binayak Dihudi
8. Breast Cancer Prediction Using Voting Classifier Model.
Sujeet Kumar Jha and Alex Khang
9. Privacy Protection for Internet of Medical Things Data Using Effective Outsourced Support Vector Machine Approach.
Prasant P., Murali Dhar M. S., Rajesh Kumar Rai, Bhargavi Devi P., and Nidhya M. S.
10. Robotics in Real-Time Applications using Bayesian Hyper-Tuned Artificial Neural Network.
Arvind Kumar Shukla, Poongodi S., Alex Khang, and Shashi Kant Gupta
11. Quantitative Study on Variation of Glaucoma Eye Images Using Various EfficientNetV2 Models.
Aniverthy Amrutesh, Asha Rani K. P., Amruthamsh A., Gowrishankar S., and Gowtham Bhat C. G.
12. Disaster Management System for Forest Fire Prediction-Fog and Cloud Data-Driven Analytical Compatible Model.
Radhika Kumari, Kiranbir Kaur, and Salil Bharany
13. Hybrid Particle Swarm Optimization with Random Forest Algorithm Used in Job Scheduling to Improve Business and Production.
Prasant P., Nidhya M. S., Surrya Prakash Dillibabu, and Harishchander Anandaram
14. Robotic Process Automation Applications in Data Management.
Vivek Sharma, Alex Khang, Pragati Hiwarkar and Babasaheb Jadhav
15. Artificial Intelligence-Enabled Bibliometric Analysis in Tourism and Hospitality Using Biblioshiny and VOSviewer Software.
Dilip Kumar, Abhinav Kumar Shandilya, and Sajjan Choudhuri
16. Data-Centric Predictive Analytics for Solving Environmental Problems.
Elmina Gadirova Musrat and Vugar Abdullayev
17. Phishing Attack and Defense: An Exploratory Data Analytics of Uniform Resource Locators for Cybersecurity. Taiwo O. Olaleye, Oluwasefunmi T. Arogundade, Agbaegbu Johnbosco, Olayemi O. Sadare, Adekunle M. Azeez, Azeez A. Opatunji, Ayobami Tewogbade, and Saminu Akintunde
18. Analysis of Deep Learning-Based Approaches for Spam Bots and Cyberbullying Detection in Online Social Networks.
Santhosh Kumar A. V., Suresh Kumar N., Kanniga Devi R., and Muthukannan M.
Biography
Alex Khang is a professor in information technology, AI and data scientist, software industry expert, and the chief of technology officer (AI and Data Science Research Center) at the Global Research Institute of Technology and Engineering, North Carolina, United States.
Vugar Abdullayev, Doctor of Technical Sciences, is an associate professor in the Computer Engineering department at Azerbaijan State Oil and Industry University, Baku, Azerbaijan.
Babasaheb Jadhav is an associate professor in the area of finance and international business at Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Global Business School and Research Centre, Sant Tukaram Nagar, Pimpri, Pune (Maharashtra), India.
Shashi Kant Gupta is a director and researcher at the research department of CREP, Lucknow, Uttar Pradesh, India.
Gilbert Morris, National Public Reader of the Bahamas appointed by the Prime Minister, is Ambassador-at-Large and Scholar-in-Residence at the Bahamas Foreign Services Institute (BFSI).
