{"product_id":"sensor-data-analysis-and-management-9781119682424","title":"Sensor Data Analysis and Management","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eDiscover detailed insights into the methods, algorithms, and techniques for deep learning in sensor data analysis\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eSensor Data Analysis and Management: The Role of Deep Learning\u003c\/i\u003e delivers an insightful and practical overview of the applications of deep learning techniques to the analysis of sensor data. The book collects cutting-edge resources into a single collection designed to enlighten the reader on topics as varied as recent techniques for fault detection and classification in sensor data, the application of deep learning to Internet of Things sensors, and a case study on high-performance computer gathering and processing of sensor data.\u003c\/p\u003e \u003cp\u003eThe editors have curated a distinguished group of perceptive and concise papers that show the potential of deep learning as a powerful tool for solving complex modelling problems across a broad range of industries, including predictive maintenance, health monitoring, financial portfolio forecasting, and driver assistan\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eAbout the Editors vii\u003c\/p\u003e \u003cp\u003eList of Contributors ix\u003c\/p\u003e \u003cp\u003ePreface xiii\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Efficient Resource Allocation Using Multilayer Neural Network in Cloud Environment 1\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eN. Vijayaraj, G. Uganya, M. Balasaraswathi, V. Sivasankaran, Radhika Baskar, and A.S. Syed Fiaz\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Internet of Things for Human-Activity Recognition Based on Wearable Sensor Data 19\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eDr. Vikram Rajpoot, Sudeep Ray Gaur, Aditya Patel, and Dr. Akash Saxena\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Evaluation of Feature Selection Techniques in Intrusion Detection Systems Using Machine Learning Models in Wireless Ad Hoc Networks 33\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eT.J. Nagalakshmi, M. Balasaraswathi, V. Sivasankaran, D. Ravikumar, S. Joseph Gladwin, \u003c\/i\u003eand \u003ci\u003eS. Pravin Kumar\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Neuro-Fuzzy-Based Bidirectional and Biobjective Reactive Routing Schema for Critical Wireless Sensor Networks 73\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eK.M. Karthick Raghunath and G.R. Anantha Raman\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Feature Detection and Extraction Techniques for Real-Time Student Monitoring in Sensor Data Environments 97\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eDr. V. Saravanan and Dr (Ms). N. Shanmuga Priya\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Deep Learning Analysis of Location Sensor Data for Human-Activity Recognition 103\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eHariprasath Manoharan, Ganesan Sivarajan, and Subramanian Srikrishna\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 A Quantum-Behaved Particle-Swarm-Optimization-Based KNN Classifier for Improving WSN Lifetime 117\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eAjmi Nader, Helali Abdelhamid, and Mghaieth Ridha\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 Feature Detection and Extraction Techniques for Sensor Data 131\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eDr. L. Priya, Ms. A. Sathya, and Dr. S. Thanga Revathi\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9 Object Detection in Satellite Images Using Modified Pyramid Scene Parsing Networks 147\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eAkhilesh Vikas Kakade, S Rajkumar (Corresponding Author), K Suganthi, and L Ramanathan\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10 Coronary Illness Prediction Using the AdaBoost Algorithm 161\u003cbr\u003e\u003c\/b\u003e\u003ci\u003eG. Deivendran, S. Vishal Balaji, B. Paramasivan, S. Vimal (Corresponding Author)\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11 Geographic Information Systems and Confidence Interval with Deep Learning Techniques for Traffic Management Systems in Smart Cities 173\u003cbr\u003e\u003c\/b\u003e\u003ci\u003ePrisilla Jayanthi\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eIndex 199\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49407119425879,"sku":"9781119682424","price":99.86,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781119682424.jpg?v=1730498245","url":"https:\/\/bookcurl.com\/products\/sensor-data-analysis-and-management-9781119682424","provider":"Book Curl","version":"1.0","type":"link"}