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Applications of Artificial Intelligence and Machine Learning

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Cover of 'Applications of Artificial Intelligence and Machine Learning'

Table of Contents

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    Book Overview
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    Chapter 1 Firefly Algorithm and Deep Neural Network Approach for Intrusion Detection
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    Chapter 2 Dimensionality Reduction Method for Early Detection of Dementia
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    Chapter 3 Prognostication in Retail World: Analysing Using Opinion Mining
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    Chapter 4 Impact of Resolution Techniques on Chlorophyll Fluorescence Wheat Images Using Classifier Models to Detect Nitrogen Deficiency
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    Chapter 5 Exploring Practical Deep Learning Approaches for English-to-Hindi Image Caption Translation Using Transformers and Object Detectors
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    Chapter 6 Saving Patterns and Investment Preferences: Prediction Through Machine Learning Approaches
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    Chapter 7 A Machine Learning Based Approach for Detection of Distributed Denial of Service Attacks
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    Chapter 8 Convolutional Neural Network Based Automatic Speech Recognition for Tamil Language
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    Chapter 9 Identification of Wheat and Foreign Matter Using Artificial Neural Network and Genetic Algorithm
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    Chapter 10 Efficient Classification of Heart Disease Forecasting by Using Hyperparameter Tuning
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    Chapter 11 LS-Net: An Improved Deep Generative Adversarial Network for Retinal Lesion Segmentation in Fundus Image
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    Chapter 12 A Novel Approach for Analysis of Air Quality Index Before and After Covid-19 Using Machine Learning
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    Chapter 13 Embedding of Q-Learning in Sine Co-Sine Algorithm for Optimal Multi Robot Path Planning
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    Chapter 14 Image-Based Number Sign Recognition for Ethiopian Sign Language Using Support Vector Machine
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    Chapter 15 BIC Algorithm for Exercise Behavior at Customers’ Fitness Center in Ho Chi Minh City, Vietnam
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    Chapter 16 Medicine Supply Chain Using Ethereum Blockchain
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    Chapter 17 Human Activity Recognition Using Single Frame CNN
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    Chapter 18 Monitoring Pedestrian Social Distance System for COVID-19
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    Chapter 19 A Study and Comparative Analysis on Different Techniques Used for Predicting Type 2 Diabetes Mellitus
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    Chapter 20 RGB Based Secure Share Creation in Steganography with ECC and DNN
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    Chapter 21 Model to Detect and Correct the Grammatical Error in a Sentence Using Pre-trained BERT
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    Chapter 22 Crop Recommendation System for Precision Agriculture Using Fuzzy Clustering Based Ant Colony Optimization
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    Chapter 23 Classification and Hazards of Arsenic in Varanasi Region Using Machine Learning
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    Chapter 24 Implementing Reinforcement Learning to Design a Game Bot
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    Chapter 25 Darknet (Tor) Accessing Identification System Using Deep-Wide Cross Network
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    Chapter 26 Energy Efficient Dual Probability-Based Function of Wireless Sensor Network for Internet of Things
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    Chapter 27 OFDMA Based UAVs Communication for Ensuring QoS
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    Chapter 28 Personalization and Prediction System Based on Learner Assessment Attributes Using CNN in E-learning Environment
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    Chapter 29 Prognosis of Clinical Depression with Resting State Functionality Connectivity using Machine Learning
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    Chapter 30 Medical Diagnosis Using Image-Based Deep Learning and Supervised Hashing Approach
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    Chapter 31 Ontological Representation and Analysis for Smart Education
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    Chapter 32 Empirical Analysis of Diabetes Prediction Using Machine Learning Techniques
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    Chapter 33 An Energy Efficient Smart Street Lamp with Fog-Enabled Machine Learning Based IoT Computing Environments
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    Chapter 34 A Comparative Study of Machine Learning and Deep Learning Techniques on X-ray Images for Pneumonia
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    Chapter 35 Analysis of Covid-19 Fake News on Indian Dataset Using Logistic Regression and Decision Tree Classifiers
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    Chapter 36 A Multilingual iChatbot for Voice Based Conversation
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    Chapter 37 Analysis and Forecasting of COVID-19 Pandemic on Indian Health Care System During Summers 2021
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    Chapter 38 A Novel Approach to Image Forgery Detection Techniques in Real World Applications
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    Chapter 39 Modified Bat Algorithm for Balancing Load of Optimal Virtual Machines in Cloud Computing Environment
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    Chapter 40 Forecasting Floods Using Classification Based Machine Learning Models
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    Chapter 41 Multilayer Perceptron Optimization Approaches for Detecting Spam on Social Media Based on Recursive Feature Elimination
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    Chapter 42 Convolution Neural Network Based Classification of Plant Leaf Disease Images
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    Chapter 43 Predicting Deflagration and Detonation in Detonation Tube
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    Chapter 44 Movie Recommendation Based on Fully Connected Neural Network with Matrix Factorization
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    Chapter 45 PropFND: Propagation Based Fake News Detection
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    Chapter 46 Depression Detection Using Spatial Images of Multichannel EEG Data
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    Chapter 47 Feature Selection for HRV to Optimized Meticulous Presaging of Heart Disease Using LSTM Algorithm
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    Chapter 48 Determining the Most Effective Machine Learning Techniques for Detecting Phishing Websites
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    Chapter 49 Performance Analysis of Computational Task Offloading Using Deep Reinforcement Learning
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    Chapter 50 GyanSagAR 1.0: An AR Tool for K-12 Educational Assistance
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    Chapter 51 Performance Analysis of Energy Efficient Optimization Algorithms for Cluster Based Routing Protocol for Heterogeneous WSN
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    Chapter 52 Applied Multivariate Regression Model for Improvement of Performance in Labor Demand Forecast
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    Chapter 53 Twitter Sentiment Analysis on Oxygen Supply During Covid 19 Outbreak
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    Chapter 54 Artificial Eye for the Visually Impaired
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    Chapter 55 Blockchain Network: Performance Optimization
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    Chapter 56 Abstractive Text Summarization Using Attentive GRU Based Encoder-Decoder
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    Chapter 57 Object Detection and Foreground Extraction in Thermal Images
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    Chapter 58 STABA: Secure Trust Based Approach for Black-Hole Attack Detection
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    Chapter 59 Wind Speed Prediction in the Region of India Using Artificial Intelligence
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    Chapter 60 Lung Cancer Detection Using Modified Fuzzy C-Means Clustering and Adaptive Neuro-Fuzzy Network
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    Chapter 61 Significance of Preprocessing Techniques on Text Classification Over Hindi and English Short Texts
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    Chapter 62 CD-KNN: A Modified K-Nearest Neighbor Classifier with Dynamic K Value
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    Chapter 63 Automated Classification of Hyper Spectral Image Using Supervised Machine Learning Approach
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    Chapter 64 An Ensemble Model for Network Intrusion Detection Using AdaBoost, Random Forest and Logistic Regression
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    Chapter 65 Real Time Location Tracking for Performance Enhancement and Services
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    Chapter 66 Enhanced Contrast Pattern Based Classifier for Handling Class Imbalance in Heterogeneous Multidomain Datasets of Alzheimer Disease Detection
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Title
Applications of Artificial Intelligence and Machine Learning
Published by
Springer Nature Singapore, September 2022
DOI 10.1007/978-981-19-4831-2
ISBNs
978-9-81-194830-5, 978-9-81-194831-2
Editors

Unhelker, Bhuvan, Pandey, Hari Mohan, Raj, Gaurav

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