1st Edition
Knowledge Graph and Semantic Web Technology based XAI
Chapter 1. Integration of Deep Learning – based AI Model with Explainable AI (XAI)
Kiruthika Mani, Kaavya Kanagaraj, Usharani Rengaswami
Chapter 2. Unlocking the Potential of Knowledge Graphs through Completion Techniques
Prakash Shanmurthy, Suresh Kumar Natarajan, Vairavel Chenniyappan
Chapter 3. Symbolic System, Neural Network and Semantic Web Technology Integration for Deep Learning
Jeen Retna Kumar Rethnamomy, John Bennet Johnson, Berakhah F Stanley, Anushia Raveendran Mallika
Chapter 4. Mathematical Tools for Knowledge Representation
Runumi Devi, Poongodi Thangamuthu
Chapter 5. Cognitive Computational Systems Integrating Machine Learning and Automated Reasoning
John Bennet Johnson, Berakhah F Stanley, Jayanthi Subramanian
Chapter 6. Symbolic Knowledge Representation by ANN
Galiveeti Poornima, Sudha Yellappa and Pavan Kumar Samerayara Pandurangaiah
Chapter 7. Knowledge Representation for Human and Machine-Centric Explanations
Jayanthi Subramanian, Suresh Kumar Natarajan, John Bennet Johnson, Libin Jacob Paulraj, Manojkumar Vivekanandan
Chapter 8. Explainable AI: Bridging the Gap between Complexity and Interpretability
Swati Sharma, Anuj Kumar Bharti
Chapter 9. Interpretability and Transparency Assessment of AI Systems
Galiveeti Poornima, M A Sukruth Gowda
Chapter 10. Addressing Trustworthiness and Explainability Using Knowledge Graph
Anandhan Karunanithi and Damodharan Dhashanamoorthy
Chapter 11. The Power of Automation: Exploring Robotic Process the Journey from Automation Theory to Implementation
Purabi Sarma
Chapter 12. Explainable Artificial Intelligence with Open Source Software
Gunjan Ansari1, Prachi Chhabra, Kajal Dubey
Chapter 13. Application of XAI in Different Domains
Swaminathan Balasubramaniyan, Suresh Kumar Natarajan, Jayanthi Subramanian, Anthoniraj Selvaraj
Chapter 14. Developing Brain-Driven Systems Using Medical Image-Based Cognitive Intelligence and Machine Learning-Reasoning
Nallasivan Gomathinayagam, Navaz Kader, Dhashanamoorthy Damodharan, Sameena Saravanan, David Neels Ponkumar Devadhas, Rajeshkumar Chinna Gurusamy
Biography
T. Poongodi is currently working as a Professor in the School of Computing Science & Engineering at the Galgotias University, Delhi – NCR, India. She received her Ph.D. degree in Information Technology (Information and Communication Engineering) from Anna University, Tamil Nadu, India. Her current research interests include Network Security, Wireless Ad Hoc and Sensor Networks, Internet of Things (IoT), Computer Networks, and Blockchain Technology for emerging communication networks. She is CISCO, Oracle Academy certified, and handling networking, Structured Query Language courses. Dr. T. Poongodi is the author of over 40+ book chapters including some reputed publishers. She has published 15+ books in the areas of Internet of Things, Data Analytics, Blockchain Technology, Artificial Intelligence, Machine Learning, and Healthcare Informatics, published by reputed publishers.
Runumi Devi is presently working as an Associate Professor in the School of Computing Science & Engineering at the Galgotias University, Delhi – NCR, India. She received her Ph.D. degree in Information Technology (Semantic Framework for Sharing Data in an Interoperable Healthcare Environment) form Amity University, Noida, India. She did her MTech (Masters of Technology) in Computer Science & Engineering from GGSIP, Delhi, India and Master in Computer Applications from Jorhat Engineering College, Assam, India. Her current research interests include Ontology Engineering, Knowledge Engineering, Artificial Intelligence, Machine Learning, Semantic Web Technology. She is also RPA certified by UiPath Academy.
S. Prakash is working as an Assistant Professor in the School of Computing Science and Engineering, Presidency University, Bangalore, India. He is pursuing Ph.D. in Computer Science and Engineering, Galgotias University, Delhi - NCR, India. He has completed M.E in Computer Science and Engineering from Anna University, Tamil Nadu, India. His research interests include the Internet of Things, Natural Language Processing, Semantic Web, Cryptography and Network Security, Knowledge Engineering and Artificial Intelligence. He has published few articles in various International Journals, International Conferences, and book chapters in Scrivener Publishing. He received awards namely the Research and Innovation award on year of 2020 and 2021 from Galgotias University.
T. Ganesh Kumar received his Master of Engineering in Computer Science and Engineering from Manonmaniam Sundaranar University, Tirunelveli, India. He completed a Fulltime PhD in Computer Science and Engineering in the Department of Computer Science and Engineering at Manonmaniam Sundaranar University, Tirunelveli in the year 2016. Currently, He is working as an Associate Professor in the School of Computing Science & Engineering, Galgotias University, Greater Noida, Delhi NCR, India. He has published in many SCI and Scopus Indexed Journals. He has published many Indian patents and international patents.
