Stochastic processes have a wide range of applications ranging from image processing, neuroscience, bioinformatics, financial management, and statistics. Mathematical, physical, and engineering systems use stochastic processes for modeling and reasoning phenomena. While comparing AI-stochastic systems with other counterpart systems, we are able to understand their significance, thereby applying new techniques to obtain new real-time results and solutions.

Stochastic Processes and Their Applications in Artificial Intelligence opens doors for artificial intelligence experts to use stochastic processes as an effective tool in real-world problems in computational biology, speech recognition, natural language processing, and reinforcement learning. Covering key topics such as social media, big data, and artificial intelligence models, this reference work is ideal for mathematicians, industry professionals, researchers, scholars, academicians, practitioners, instructors, and students.

Coverage:

The many academic areas covered in this publication include, but are not limited to:

Algorithms
Artificial Intelligence
Artificial Intelligence Models
Artificial Neural Networks
Big Data
Information Processing
Machine Learning
Pattern Recognition
Social Media
Speech Coding

Reviews & Statements

Using Stochastic Processes is a key tool in real-time mathematical model of systems which has a continuous random varying nature. It has a wide beach of applications ranging from Image Processing, Neuroscience, Bio Informatics, Financial Management, Statistics, etc. Mathematical Physical and Engineering Systems use Stochastic Processes for Modelling and Reasoning phenomena. While Comparing AI-Stochastic Systems with Other Counterpart Systems, we are able to understand its significance thereby applying new techniques to obtain new real-time results and solutions.

– Christo Ananth, Editor

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Editor/Author Biographies

Christo Ananth got his B.E. Degree in Electronics and Communication Engineering in 2009 and his M.E. Degree in Applied Electronics in 2013. He received his PhD Degree in Engineering in 2017. He completed his Post Doctoral Research work in Co-operative Networks in 2018. He has almost spent a decade in research, instructing, counseling and down to earth application improvement. His exploration skill covers Image Processing, Co-operative Networks, Electromagnetic Fields, Electronic Devices, Wireless Networks and Medical Electronics. He has taken an interest and presented 3 papers in National level Technical Symposiums, 9 Research papers in National Level Conferences, 31 Research Papers in International level Conferences, 60 Research Papers in refereed and indexed International Journals in the field of Embedded Systems, Networking, Digital Image Processing, Network Security and VLSI. He has 3 International Patents and 5 National Patents to his Credit, out of which, 4 had been granted and 4 had been published. He has attended 45 Technical Seminars/Training Courses/Faculty Development Programs. He has contributed 25 Dissertations / Thesis / Technical Reports in International Publication Houses, 28 International Book Chapters in USA and has authored & published 4 National- level Engineering Text books and authored 3 International-level Engineering text books. He has published 10 Monographs in Reputed International Journals.

N. Anbazhagan is currently working as a Professor and Head, Department of Mathematics, Alagappa University, Karaikudi, India. He holds M. Sc., M. Phil. and Ph.D. degrees in Mathematics. He had his primary education at V.M. Government Higher Secondary School, Periyakulam. He obtained his Undergraduate and Postgraduate degrees in Mathematics from Cardamom Planters Association College, Bodinayakanur. He obtained his M.Phil. degree in the year 1996 and Ph. D. degree in the year 2002 under the guidance of Professor G. Arivarignan from Madurai Kamaraj University, Madurai. He was a recipient of USRF of Madurai Kamaraj University and Project Fellowship in a UGC funded Major Research Project. He started his journey as Lecturer in Mathematics at Thiagarajar College of Engineering, Madurai and later joined as a Reader in Mathematics at Alagappa University, Karaikudi. He has received “Young Scientist Award (2004)” from DST, New Delhi, “Young Scientist Fellowship (2005) from TANSCST, Chennai, “Career Award for Young Teachers(2005) from AICTE, New Delhi, Sri P. K. Das Memorial Best Faculty Award (2013) from Nehru Group of Institutions, Coimbatore, Research Award (2014) from UGC, New Delhi, Outstanding Researcher Award (2017) received from International Institute of Organized Research (I2OR), Chandigarh, India, Tamilnadu Scientist Award (2017) received from Tamilnadu State Council for Science and Technology, Chennai, Excellence Award (2018) received from Association of Inventory Academicians and Practitioners, New Delhi. He has investigated three research projects, funded by DST, NBHM, and UGC. He presented his work in the conferences held at Malaysia (2006) and Switzerland(2007), delivered an invited talk in the International conferences held at Thailand (2017), Singapore (2019) and Malaysia (2018 and 2019) and visited Germany (2006) for doing a collaborative research with Professor A. Irle, Department of Mathematics, University of Kiel, Kiel. Having 22 years of research experience in the field of Stochastic Process Modeling, his current research interests include Inventory System, Queueing System, Graph theory and Datamining. He has guided nine Ph.D. scholars and presently five Ph.D. scholars are pursuing research under his guidance. He has 109 research papers in international journals, two in national journals and eight in the National/International conference proceedings. He has authored one edited book entitled “Stochastic Processes and Models in Operations Research” IGI Global USA, and also contributed four chapters in three different edited books. He has presented 17 research papers in the various National / International conferences and delivered 120 invited lectures in various National / International conferences. He has organized four International and six National level seminars. He has collaborated and published articles with eminent Professors Mark Goh, National University of Singapore, Singapore, A. Irle, University of Kiel, Germany, Jinting Wang, Beijing Jiaotong University, China, V.S.S. Yadavalli, University of Pretoria, South Africa, Xiao Zhi Gao, Aalto University, Finland, Sivasankarappa Arun, Middle East College, Oman, Leonid Smalov, Coventry University, United Kingdom at the International level and A. Krishnamoorthy Department of Mathematics, Cochin University of Science and Technology, Kerala, S. Arunkumar, VIT University, Vellore at the National level. Currently he is holding headship of Department of Mathematics, Chairperson of School of Mathematics, Special Officer(Projects) and Member of Board of Studies, Senate and Standing Committee on Academic Affairs of Alagappa University. He is a coordinator of University Business Collaboration Centre from 2019, Coordinator of UGC- SAP program (2016-21), Coordinator of DST-FIST(level-I) program(2021-26) He has held many academic assignments like Member of Board of Studies, Question paper setting, Inspection Commission, Staff Selection Board, Doctoral Committee, Evaluation of Ph.D. thesis of various Universities/Institutions. He is a life member of different professional bodies such as FATER Academy of India, Indian Society for Probability and Statistics, Indian Science Congress Association, Indian Society of Technical Education and International Association of Engineers, Hongkong. Dr. N. Anbazhagan’s research contributions have more than 960 citations. His h-index is 18 and i10 - index is 30 according to Google Scholar Citation Report. He is an editorial board member of the journals American Journal of Mathematics and Statistics and Cogent Business & Management and acting as a reviewer of many journals such as International Journal of System Sciences, Neural Computing Applications, Simulation Modeling and Practice. He was a Chief Editor of a special issue of the journal Mathematical Modeling and Applied Computing.

Mark Goh is a professor, National University of Singapore, Singapore.

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