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Record Nr. |
UNINA9910623988303321 |
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Autore |
Kumar Budati Anil |
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Titolo |
Cognitive Computing Models in Communication Systems |
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Pubbl/distr/stampa |
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Newark : , : John Wiley & Sons, Incorporated, , 2022 |
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©2023 |
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ISBN |
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1-119-86560-3 |
1-119-86559-X |
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Descrizione fisica |
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1 online resource (243 pages) |
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Collana |
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Smart and Sustainable Intelligent Systems Ser. |
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Altri autori (Persone) |
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GoyalS. B |
IslamSardar M. N |
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Soggetti |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Cover -- Half-Title Page -- Series Page -- Title Page -- Copyright Page -- Contents -- Preface -- Acknowledgement -- 1 Design of a Low-Voltage LDO of CMOS Voltage Regulator for Wireless Communications -- 1.1 Introduction -- 1.2 LDO Controller Arrangement and Diagram Drawing -- 1.2.1 Design of the LDO Regulator -- 1.2.1.1 Design of the Fault Amplifier -- 1.2.1.2 Design of the MPT Phase -- 1.3 Conclusion -- References -- 2 Performance Analysis of Machine Learning and Deep Learning Algorithms for Smart Cities: The Present State and Future Directions -- 2.1 Introduction -- 2.2 Smart City: The Concept -- 2.3 Application Layer -- 2.3.1 Smart Homes and Buildings -- 2.3.1.1 Smart Surveillance -- 2.3.2 Smart Transportation and Driving -- 2.3.3 Smart Healthcare -- 2.3.4 Smart Parking -- 2.3.5 Smart Grid -- 2.3.6 Smart Farming -- 2.3.7 Sensing Layer -- 2.3.8 Communication Layer -- 2.3.9 Data Layer -- 2.3.10 Security Layer -- 2.4 Issues and Challenges in Smart Cities: An Overview -- 2.5 Machine Learning: An Overview -- 2.5.1 Supervised Learning -- 2.5.2 Support Vector Machines (SVMs) -- 2.5.3 Artificial Neural Networks -- 2.5.4 Random Forest -- 2.5.5 Naïve Bayes -- 2.6 Unsupervised Learning -- 2.7 Deep Learning: An Overview -- 2.7.1 Autoencoder -- 2.7.2 Convolution Neural Networks (CNNs) -- 2.7.3 Recurrent Neural Networks (RNNs) -- 2.8 Deep Learning vs Machine Learning -- 2.9 Smart Healthcare -- 2.9.1 Evolution Toward a |
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