Applications of Optimization and Machine Learning in Image Processing and IoT

Häftad, Engelska, 2023

863 kr

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Beskrivning

This book presents state-of-the-art optimization algorithms followed by Internet of Things (IoT) fundamentals. The applications of machine learning and IoT are explored, with topics including optimization, algorithms and machine learning in image processing and IoT.Applications of Optimization and Machine Learning in Image Processing and IoT is a complete reference source, providing the latest research findings and solutions for optimization and machine learning algorithms. The chapters examine and discuss the fields of machine learning, IoT and image processing.KEY FEATURES:• Includes fundamental concepts towards advanced applications in machine learning and IoT.• Discusses potential and challenges of machine learning for IoT and optimization• Reviews recent advancements in diverse researches on computer vision, networking and optimization field.• Presents latest technologies such as machine learning in image processing and IoTThis book has been written for readers in academia, engineering, IT specialists, researchers, industrial professionals and students, and is a great reference for those just starting out in the field as well as those at an advanced level.

Produktinformation

Utgivningsdatum:2023-12-01
Mått:156 x 234 x 17 mm
Vikt:400 g
Format:Häftad
Språk:Engelska
Antal sidor:220
Förlag:Taylor & Francis Ltd
ISBN:9781032426600

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Hårdvara inom Data och IT

Mer om författaren

Nidhi Gupta is an Assistant Professor in the Department of Computer Applications at the National Institute of Technology, Kurukshetra, India. Before this appointment she was a Post-Doctoral Researcher at the National Laboratory of Pattern Recognition, Institute of Automation,Chinese Academy of Sciences, Beijing, China.

Innehållsförteckning

CHAPTER1 State-of-the-Art on Evolved Optimization Approaches for Damage Detection in Steel BridgesANSHUL SHARMACHAPTER2 IoT and Its AdvancementANUBHAV KUMAR PRASAD, DHARM RAJ SINGH AND ABHISHEK KESHARWANICHAPTER3 Optimal Configuration of IOT Cluster with Full Connectivity with Minimum Transmission Power Using SA and BO Algorithms SOWJANYA KOTTE AND SATISH KUMAR INJETICHAPTER4 IoT Optimization for Smart Cities and Mobility in Smart Cities NISHA DEVI AND NEHA KISHORECHAPTER5 Application of the Internet of Things in E-Waste Management SMRITI SNEHIL, OJASWI VINDHYACHALAM AND KAMALESH KUMAR SINGHCHAPTER6 Power of IoT in Smart Healthcare Systems CHINU AND URVASHI BANSALCHAPTER7 Verification Scheme for Malicious Routing in the Internet of Things BHARTI SHARMA, SAKSHI PATNI AND SUMIT KUMAR MAHANACHAPTER8 Agricultural Applications Using Artificial Intelligence and Computer Vision TechnologiesCHITRANJAN KUMAR RAI AND ROOP PAHUJACHAPTER9 Artificial Intelligence-Based Smart Identi cation System Using Herbal Images: Decision Making Using Various Machine Learning Models SANYAM SHARMA, SUBH NAMAN, JAYESH DWIVEDI AND ASHISH BALDICHAPTER10 CNN-Based Fire Prediction Using Fractional Order Optical Flow and Smoke FeaturesMUZAMMIL KHAN, PUSHPENDRA KUMAR AND NITISH KUMAR MAHALACHAPTER11 Early Prediction of Cardiac Diseases Using Ensemble Learning Techniques: A-Machine Learning Technique to Deal with Heart Disease ProblemsRIMA SEN AND A. MANIMARAN