Integration of Internet of Things and Machine Learning

Nyhet

Design Models, Architectures and Application

Inbunden, Engelska, 2026

AvMudassir Khan,Fahimuddin Shaik,Shaik Karimullah,Suman Lata Tripathi,Saudi Arabia 62715) Khan, Mudassir (Assistant Professor, Department of Computer Science, King Khalid University, Abha, King Faisal, Tanumah, Asir,India) Lata Tripathi, Suman (LPU

2 449 kr

Kommande

The book highlights the importance of using machine learning algorithms for smart intelligent devices, security and privacy issues of the Internet of Things.Features:Discusses comprehensively topics such as sensor data collection, data preprocessing, feature extraction, and model trainingOffers simplified explanations of algorithms like neural networks, decision trees, and clustering techniques, making them accessible to readers with limited technical backgroundShowcases practical insights by presenting real-world applications of the Internet of Things, and machine learning in domains such as smart homes, healthcare, transportation, and manufacturingCovers issues such as data quality, model overfitting, security vulnerabilities, and scalability. Includes tutorials on setting up Internet of Things devices, collecting and preprocessing data, and building machine learning modelsThe text is primarily written for senior undergraduates, graduate students, and academic researchers in electrical engineering, electronics and communications engineering, computer science and engineering, and information technology.

Produktinformation

Utgivningsdatum2026-02-19
Mått156 x 234 x 30 mm
Vikt1 160 g
FormatInbunden
SpråkEngelska
Antal sidor522
FörlagTaylor & Francis Ltd
ISBN9781041062943

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Mudassir Khan is currently working as an Assistant Professor, in the Department of Computer Science, at King Khalid University Abha, Saudi Arabia. He has more than 13 years of Teaching Experience at the King Khalid University of Saudi Arabia and has published more than 42 papers in International Journals, and conferences. His research interests include big data, the Internet of Things, deep learning, machine learning, fuzzy logic, image processing, cyber security, and cloud computing.Shaik Karimullah is currently serving as an Assistant Professor, in the Department of Electronics and Communication Engineering, at Annamacharya University, Andhra Pradesh, India. He has published research papers in the field of VLSI, and image processing in journals and conferences. His research interests include VLSI, image processing, wireless communications, and embedded systems. Fahimuddin Shaik is working as an Associate Professor, in the Department of Electronics and Communication Engineering, at Annamacharya University, Andhra Pradesh, India. His areas of research interest include image processing, medical imaging, segmentation, biomedical imaging, digital image processing, and computer vision. He has published research papers in journals and conferences.Suman Lata Tripathi is working as a Professor at Lovely Professional University with more than 22 years of experience in academics and research. She has published more than 125 research papers in journals, and conference proceedings. Her area of expertise includes microelectronics device modelling and characterization, low-power VLSI circuit design, VLSI design of testing, advanced FET design for the Internet of Things, embedded system design, reconfigurable architecture with FPGAs, and biomedical applications.

Chapter 1 IOT: Fundamentals and ChallengesMohit Malik, Dr. Pooja Dhand and Dr. Parvinder SanduChapter 2 Machine Learning Algorithms for IoT and Smart Intelligent DecisionsSujit Vishwanath Kumbhar, Pradnya Raju Kesarkar, Sandhya Ganesh Kadam, Samruddhi Pravin Awalekar, Pallavi Rajaram Patil, Shravani Mahavir KothaleChapter 3 Enhancing IoT Intelligence using Machine Learning and Artificial Intelligence for Smart Decision-MakingSandeep Kumar Hegde Chapter 4 Machine Learning & IoT : Smart Decision-Making ApplicationsR.Ramya, P.Kumar, K.Vanitha, and C.SaranyaChapter 5 The Convergence of IoT and Machine Learning: A Case Study on Innovations, Challenges, and ApplicationsJagadeshwari Puttanapura, Monika Singh T, Kishor Kumar Reddy C, Kari Lippert Chapter 6 Enhancing Remote Healthcare With Iot: An Integrated Imaging And Machine Learning Methodology For Accurate Retinal Disease DiagnosisMudassir Khan, Fahimuddin Shaik, Anwar Bhasha Pattan and Shaik KarimullahChapter 7 Edge Computing and IoT Technology for Enhancing Crop YieldRevanasiddappa Bandi Chapter 8 Intelligent Blood Bank Management Using IoT for Enhanced Healthcare DeliveryBaya Reddy Lomada, B. Sreenivasulu, Patan Anwar Basha, Mudassir Khan and Shaik KarimullahChapter 9 Innovative Applications for a Smarter and Sustainable Future: Leveraging the Power of IoT and Machine LearningKishor Kumar Reddy C, Madiha Munawar , Monika Singh T , and Marlia Mohammed Hanafiah Chapter 10 Smart Water Management A Case Study Of Green Wall Filtration Systems For Sustainable TransformationChockalingam Aravind Vaithilingam, Fong-Lee Ng, Low Wei Rong, Sim Chong Yuan and Ananthakrishnan BalasundaramChapter 11 Strategic Approaches to Efficient Data Aggregation and Malicious Node Detection in IoT-Enabled Healthcare SystemsGanesh Srinivasa Shetty, Raghu N, Ranjith Bhat, P. Rajashree Nambiar and Anil Kumar D. B.Chapter 12 missingChapter 13 Discrimination of Power System Disturbance and Cyber-Attacks through Machine Learning and Explainable Artificial IntelligenceNiharika Agrawal and Sheila MahapatraChapter 14 AI Gesture Draw: Hand Gesture-Based Drawing Interface with AI-Assisted Output Using Computer Vision and AISwathi Gowroju, Shilpa Choudhary, Annoji SriPoojith, Puvvula Haritha, Shaga Preethika and G.Sai KiranChapter 15 Improved Fetal ECG Detection Using a Hybrid Wavelet-Based Denoising MethodK. Naga Sankar Reedy, Peddapullaiahgari Hariobulesu, Shaik Karimullah, Anwar Bhasha Pattan, Fahimuddin Shaik and Mudassir KhanChapter 16 Heart Rate Estimation Using An Ecg-Aided Ppg Signal Quality Assessment FrameworkK. Naga Sankar Reedy, Peddapullaiahgari Hariobulesu, Shaik Karimullah, Anwar Bhasha Pattan and Fahimuddin ShaikChapter 17 Cigarettes And E-Cigarettes, To Be Or Not To Be? Navneet Kaur, Shalini Sahay, Shruti DixitChapter 18 Bangalore's Smart Cities: IoT and Electric Vehicles Shaping Real-Time Urban Growth\Harpreet Kaur Channi, Ramandeep Sandhu, Deepika Ghai, Nimisha Singh, Gursewak Singh and Shivam GhaiChapter 19 Revolutionizing Industries with Smart Solutions: Case Studies on the Transformative Impact of IoT and Machine LearningLaya Billinty Varra, Monika Singh T, Kishor Kumar Reddy C, and Srinath DossChapter 20 A Deep Learning and Optimization-Based Cardiac Diagnosis System for Heart Disease Classification Using ECG Signals C. Venkatesh, L. Sivayamini, M.Venkata Dasu, Shaik Karimullah, and T.LakshminarayanaChapter 21 Sentiments of Sustainability: Exploring Ecological Narratives in the Mahabharata through Natural Language ProcessingAarushi Yadav, Santosh Kumar Yadav, Irfan Ahmad Pindoo and Prakash Singh TanwarChapter 22 AI-Powered Animal Intrusion Detection for Preventing Vehicle Collisions and Agricultural DamageShobha Rani B R and Hemanth LChapter 23 Hybrid Deep Learning Framework for Predicting Long-Term Climate Patterns Using Satellite Data and IoT SensorsAbhishek Kumar, Harpreet Singh Bedi and Tanishk SinghalChapter 24 Harnessing IoT and Machine Learning for Real-Time Intelligence: Innovations and ChallengesHarleenpal Singh and Akhil Kumar Verma