Artificial intelligence and knowledge processing [electronic resource] : improved decision-making and prediction First edition

상세정보

자료유형	단행본
서명/저자사항	Artificial intelligence and knowledge processing [electronic resource]: improved decision-making and prediction / edited by Hemachandran K., Raul V. Rodriguez, Umashankar Subramaniam, and Valentina Emilia Bas.
개인저자	K., Hemachandran, editor. Rodriguez, Raul Villamarin, editor. Subramaniam, Umashankar, editor. Balas, Valentina Emilia, editor.
판사항	First edition.
발행사항	Boca Raton, FL: CRC Press, 2024.
형태사항	1 online resource (xviii, 368 pages) : illustrations (some color)
ISBN	9781003328414 1003328415 9781000934595 1000934594 9781000934625 1000934624
기타표준부호	10.1201/9781003328414doi
서지주기	Includes bibliographical references and index.
내용주기	Introduction to artificial intelligence / Mahmoud El Samad, Ghalia Nasserddine and Ahmad Kheir -- AI and human cognizance / P.Sanjna, D.Sujith, K.Vinodh and B.Vasavi -- Integration of artificial intelligence with IoT for smarter systems : a review / R. Raj Mohan, N.P. Saravanan and B. Leander -- Influence of artificial intelligence in robotics / Pingili sravya, Skanda S Tallam, Shivani Prabhu and Anil Audumbar Pise -- A review on applications of artificial intelligence and robotics in medical and healthcare sector / Pokala Pranay Kumar, Dheeraj Anchuri, Pusarla Bhuvan Sathvik and Raul V. Rodriguez -- Impact of the AI-induced app 'BABYLON' in the healthcare industry / Satheesh Kumar M, Tanmai Sree Musalamadugu, Neelam Kumari and Raul V. Rodriquez -- Identification & prediction of pneumonia from CXR images using deep learning / Paul Nirmal Kumar K, Raul V Rodriguez and Pranay Kumar -- Pulmonary cancer detection using deep convolutional networks / Tejaswini Aala, Varadaraja Krishna, Megha Gada, Raul V Rodriguez and Abdullah Y. Muaad -- Breast cancer prophecy using machine learning algorithm (random forest, decision tree, logistic regression techniques) / Raja Krishnamoorthy, Arshia Jabeen and Harshitha Methukula -- Breast cancer histopathological images classification using deep learning / Laxminarayan Pimpdae, Tanvi Gorantla, Raul V Rodriguez and Jk. Dhivya -- Machine learning and signal processing methodologies to diagnose the human knee joint disorders : a computational analysis / Murugan R, BAlajee A, Senbagamalar L, Mir Aadil and Shahid Mohammad Ganie -- Diagnostics and treatment help to patients at remote location using edge and fog computing techniques (EFCT) / T.Sunil, J Gladson Maria Britto and K.Bharath -- Image denoising using autoencoders / Mursal Furqan Kumbhar -- Genetic disorder prediction using machine learning techniques / Sirisha Alamanda, T. Prathima, Rajesh Kannan K and P. Supreeth Reddy -- Bayesian models in cognitive neuroscience / Gabriel Kabanda -- Knowledge representation in AI / Ashwin Kumaar K, Krishna Sai Talupula, Gogineni Venkata Ashwith and Mitta Chaitanya Kumar Reddy -- ANN model for analytics / Gaddam Venkat Shobika, S Pavan Siddharth, Vishwa KD, Hemachandran K. and Manjeet Rege -- AI and real time business intelligence / J. Bhuvana, M. Balamurugan and Mir Aadil -- Introduction to statistics and probability / Abha Singh and Reham Alahmadi -- Real impacts of machine learning in business / B R S S Sowjanya, Pavan Siddharth and Vishwa KD -- A study on application of Natural Language Processing (NLP) technique used in business analytics for better management decisions : a literature review / Geetha Manoharan, Subhashini Durai, Gunaseelan Alex Rajesh and Sunitha Purushottam Ashtikar -- Detection of polarity in the native-language comments of social media networks / Sudeshna Sani, Dipra Mitra, Soumen Mondal -- Machine learning techniques for detecting and analyzing online fake reviews / Yashwitha Buchi Reddy, Ch.Prathima, Swetha Jaladi, B.Dinesh and .J.R.Arun Kumar -- A study on application of expert system as a support system for business decisions : a literature review / Geetha Manoharan, Subhashini Durai, Gunaseelan Alex Rajesh and Sunitha Purushottam Ashtikar -- Applications of artificial intelligence on customer experience and service quality of the banking sector: an overview / Sravani Elaprolu, Channabasava Chola, Varanasi Chandradhar and Raul V Rodriguez -- Prediction of terrorist attacks over the globe using the global terrorism database : a comparative analysis of machine learning prediction algorithms / Happy and Manoj Yadav -- Deep learning approach for identifying the bird species / B. Harsha Vardhan, T. Monish, P. Srihitha Chowdary, S. Ravi Kishan and D. Suresh Babu -- AI in energy sector / Ashwin Kumaar K, Abhishek Asodu Shetty, Kirti Aija and C Naga Sai Kiran -- Artificial intelligence in the fashion design and IPRS / Kaja Bantha Navas Raja Mohamed, Divya Batra, Shivani , Vikor Molnar and Sunny Raj -- Artificial intelligence in education : a critic on English language teaching / Harishree and Jegan Jayapal -- Review of learning analytics techniques and its limitations in the higher education : a 21st century paradigm / Tuhin Utsab Paul and Tanushree Biswas.
요약	"Artificial Intelligence and Knowledge Processing play a vital role in various automation industries and their functioning in converting traditional industries to AI-based factories. This book acts as a guide and blends the basics of Artificial Intelligence in various domains, which include Machine Learning, Deep Learning, Artificial Neural Networks, and Expert Systems, and extends their application in all sectors. Artificial Intelligence and Knowledge Processing: Improved Decision-Making and Prediction, discusses the designing of new AI algorithms used to convert general applications to AI-based applications. It highlights different Machine Learning and Deep Learning models for various applications used in healthcare and wellness, agriculture, and automobiles. The book offers an overview of the rapidly growing and developing field of AI applications, along with Knowledge of Engineering, and Business Analytics. Real-time case studies are included across several different fields such as Image Processing, Text Mining, Healthcare, Finance, Digital Marketing, and HR Analytics. The book also introduces a statistical background and probabilistic framework to enhance the understanding of continuous distributions. Topics such as Ensemble Models, Deep Learning Models, Artificial Neural Networks, Expert Systems, and Decision-Based Systems round out the offerings of this book. This multi-contributed book is a valuable source for researchers, academics, technologists, industrialists, practitioners, and all those who wish to explore the applications of AI, Knowledge Processing, Deep Learning, and Machine Learning"--
해제	Provided by publisher.
일반주제명	Artificial intelligence --Case studies. Decision making --Data processing. Intelligence artificielle --Études de cas. Prise de décision --Informatique. TECHNOLOGY / Manufacturing Artificial intelligence Decision making --Data processing
분류기호(DDC)	006.3
언어	영어
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