- 1%CuO-doped SnO2 sensor for methanol, 309–311
- Aarogya Setu, 187
- Activation function, 302, 304–305
- Adaptive learning rate algorithm, 311, 319
- Adder junction, 302
- Advanced message queuing protocol (AMQP), 129
- Advantages of federated learning, 119
- Affine transformation, 303
- AI-enabled cyber physical system in healthcare, 277–297
- Air quality index, 196
- Algorithm, 41
- Application of the model, 410–413
- decision tree, 411
- Gaussian naive Bayes, 412
- k-nearest neighbor, 413
- logistic regression, 412–413
- support vector machine, 412
- Arduino microcontroller, 217–219
- Artificial intelligence (AI), 139, 157, 176
- Artificial neural networks (ANNs), 261, 351
- basic ANN model, 300–303
- data pre- and post-processing, 303–305
- Authenticity, 139
- Axon, 301
- Backpropagation through time (BPPT), 335
- Balancing degree, 49
- Battery life, 139
- Bias, defined, 303
- Blockchain, 146–148
- Bluetooth, 126
- Broker, 46
- Burst analysis, 231
- Case study, 54
- Cell body, 301
- Channel-aware routing protocol (CARP), 127
- Chaotic spider algorithm (CSA), 27
- Chaotic squirrel search, 46
- Chlorine, 181
- Classification models application, 401
- Classification models comparison conclusion, 418
- Client, 46
- Cloud, 90
- Cloud computing, 14, 41, 134, 157, 160, 162, 165, 169
- Cloud information system, 46
- Cloud-based, 70–75, 77–79, 81–85
- Cloudlet, 43
- CloudSim, 46
- Cluster, 241
- Clustering, 52
- Communication, 157, 161–163, 170
- Comparison of different models, 402–403
- Comparison of different models and result, 413–417
- Compliance, 101
- Computational resources, 15
- Computing resource, 44
- Conductance algorithm, 50
- Confidentiality, 139
- Conflicting parameter, 44
- Constrained application protocol (CoAP), 10
- Constricted particle swarm optimization (CPSO), 338
- Contextual information, 234
- Convolution neural network (CNN), 348
- Coronaviridae, 178, 181
- Coronavirus, 75, 178, 182–183, 191
- Covid-19, 70–71, 73–83, 85
- Cronbach’s alpha, 78–80, 83, 85
- Cuckoo search (CS), 27
- Cybersecurity, 100
- Cyient, 187
- Data analysis, 71, 75–78
- Data collection, 312
- Data generator, 124
- DC to DC buck converter, 215–217
- Decision tree (DT), 353
- Deep enforcement learning, 45
- Deep learning, 140, 146
- Dendrites, 301
- Denial of Service (DoS) attacks, 99
- Deployment models,
- community cloud, 22
- hybrid cloud, 22
- private cloud, 22
- public cloud, 21
- Descriptive analysis, 399
- Diagnosis, 71, 73–76, 80–85
- Dictionary-based approaches, 236
- Digital multi-meter (DMM), 309
- Document identification, 391
- Drone technology, 70
- Dynamic scheduling, 49
- Edge computing, 133–134, 137, 157–161
- Effective, 70, 72–73, 75, 85
- Electrocardiograph (ECG), 332
- Embeddings, 245
- Energy consumption, 37
- e-Pathshala, 193
- Excitatory connection, 308
- Experimental setup, 83–85
- Extensible messaging and presence protocol (XMPP), 130
- Facial recognition through camera, 390
- Farm management information system (FMISs), 260
- Federated learning in blockchain, 118
- Federated learning in cloud computing, 108–112
- Federated learning in edge computing, 112–114
- Federated learning in IoT (Internet of Things), 114–115
- Federated learning in medical computing field, 116–117
- Feed forward ANNs, 305–307
- Feed propagation, 311
- Feed forward synaptic connection, 308
- Film gas sensor, 315–317, 319, 323, 324
- First come first serve, 50
- Fog computing, 134
- Fuzzy, 45
- Gateway, 125
- Gaussian functions, 305
- Generalized regression neural network (GRNN), 356
- Generic architecture, 16
- Genetic algorithm (GA), 26, 44
- Geographical information system (GIS), 261
- Gradient descent backpropagation, 311, 314–319, 324
- Haemophilus influenza type B (Hib), 182
- Handwriting signature verification, 391
- Heart disease prediction model (HDPM), 363
- Heuristic, 44
- Human brain, 300–301
- Hydroxychloroquine, 181
- Hypervisor, 42
- iFever, 185
- Impact of irradiance on PV efficiency, PV output with varying irradiance, 211
- PV output with varying tilt, 212
- PV system level reliability, 211
- Industry 4.0, 131
- Information and communication technology (ICT), 258
- Integration of AI with the IoT devices, 4–5
- Integration of big data with the IoT, 6
- Integration of cloud computing with the IoT, 6–8
- Intelligent transportation systems, 132
- Internet of medical things, 186
- Internet of Things (IoT), 71–72, 85, 89, 122, 157–160, 164, 165, 167, 260
- Introduction to federated learning concept, 108
- Intrusion detection systems (IDs), 372
- IoT challenges, 132–133
- IoT communications models,
- device-to-cloud, 123
- device-to-device, 123
- device-to-gateway, 123
- IPv6 over low-power wireless personal area network (6LoWPAN), 128
- IPv6 over time-slotted channel hopping (6TiSCH), 128
- Irrigation monitoring, 97
- iSense, 185
- IT infrastructure, 14
- Latency, 138, 157, 159, 160, 162
- LEARNGDM, 314
- Learning processes, 308–309
- supervised learning, 308
- unsupervised learning, 308–309
- Linear method (LM), 363
- Levenberg-Marquardt feed forward propagation algorithm, 319–320, 323, 324
- Linear combination junction, 302
- Linear method (LM), 363
- Lockdown, 71
- Logsin network transfer function, 311, 313–314, 316, 321
- Long short-term memory (LSTM), 372
- LoRaWAN, 126
- Machine learning (ML), 144, 157, 175, 176, 194
- Machine learning applications in IoT, 251
- Makespan, 36, 45
- Man in the middle (MITM), 99
- Market-oriented architecture, 17
- Materials and method, 403–410
- dataset, 403
- decision tree, 403–404
- evaluation metrics, 409–410
- gaussian naive bayes, 404–405
- k-nearest neighbor, 408–409
- logistic regression, 407–408
- support vector machine, 405–406
- Matlab tool, 311, 312, 318
- Max-min, 50
- Message queue telemetry transport (MQTT), 129
- Metaheuristic, 45
- Methodology, 75, 78
- Micromulticopter, 187
- Migration, 24
- Min-min, 50
- Mobile cloud computing (MCL), 261
- Mobile phones price prediction, 401
- Modified K-nearest neighbor (MK-NN), 337
- Multi objective, 45
- Multilayer perceptron (MLP), 306, 337
- Multi-tenant, 42
- Network architecture, 1%CuO-doped SnO2 sensor for methanol, 309–311
- ANN methodology, 309
- experimental result, 311–318, 325
- feed forward ANNs, 305–307s
- learning processes, 308–309
- recurrent ANNs topologies, 307
- Networking, 157, 158
- Obsessive compulsive disorder (OCD), 183
- Operating system (OS), 23
- Optimal solution, 49
- Optimally, 45
- Orthocoronavirinae, 178
- Other mobile phone price predictors, 418–419
- Out of vocabulary, 232
- Pandemic, 70–76, 78–80, 83, 85
- Parkinson’s, 142
- Particle swarm optimization (PSO), 27, 45, 337
- Patient behavior, 149
- Physical host, 43
- Physical machine, 42
- Pre-processing, 138
- Progressive web app (PWA), 261
- Protocols, 125
- Purelin network transfer function, 311, 314–315, 318–319, 322
- Random forest (RF), 363
- Real time alerts, 148
- Real time analytics, 140
- Recent information (RI), 263
- Rectified linear unit (ReLU), 336
- Recurrent ANNs topologies, 307
- Recurrent neural network (RNN), 372
- Resource management, 42
- Resource selection, 53
- Resources provisioning, 42
- RFID, 99
- RNN and Word2Vec, 247–249
- Roll of AI, big data and cloud computing in IoT, 3–4
- Round Robin, 50
- Routing protocol for low-power and lossy networks (RPL), 127
- Routing protocols attacks, 98
- RT_PCR, 179
- Schedule length, 44
- Schedule length ratio, 45
- Scheduling, 44
- Security of Internet of Things, 8–10
- Self-organizing map (SOM), 337
- Sensitivity, 309–312
- Server, 125
- Server consolidation, 27
- Service models,
- infrastructure-as-a-service, 20
- platform-as-a-service, 20
- software-as-a-service, 21
- Sigmoid function, 304
- Simulated annealing, 44
- Simulation, 45
- Slangs, 244
- Smart farming, 131
- Smart healthcare, 131
- Smart home, 131
- Spell checker, 236
- Squashing function, 302
- Statistical normalization tool, 304
- Supervised and unsupervised machine leaning, 235
- Swayam, 193
- Synapses, 301
- Tansin network transfer function, 311, 314, 316–319, 325
- Task scheduling, 27, 43
- Telethon, 185
- Temporal vector cardiogram (TVCG), 334
- Text stream, 239
- Threshold function, 304
- Time complexity, 44
- Transmission control protocol (TCP), 128
- University of California Irvine (UCI), 351
- Unstructured text, 230
- User datagram protocol (UDP), 129
- Virtual machine (VM), 18, 45
- Virtual reality, 151
- Virtualization, 25, 43
- VM allocation, 43
- ZigBee, 126, 193
- Z-score normalization tool, 304
- Z-wave, 126
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