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Chapter and Conference Paper
Social Interaction and Stress-Based Recommendations for Elderly Healthcare Support System—A Survey
Healthcare awareness is being increased due to an advancement made on technology and medical science field for providing consciousness about nutrition, environmental, and personal hygiene. Aging population inc...
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Chapter and Conference Paper
Advanced Expert System Using Particle Swarm Optimization Based Adaptive Network Based Fuzzy Inference System to Diagnose the Physical Constitution of Human Body
The Korean medicine has suggested 8 distinct combinations of constitutions in a human body. The eccentricity of the physicians is to diagnose the relevant constitution over a patient physical body. To assist t...
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Chapter
Improving the Training Pattern in Back-Propagation Neural Networks Using Holt-Winters’ Seasonal Method and Gradient Boosting Model
In this paper, we propose an improved training pattern in back-propagation neural networks using Holt-Winters’ seasonal method and gradient boosting model (NHGB). It removes the errors that cause disabilities ...
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Chapter and Conference Paper
Ensemble Similarity Clustering Frame work for Categorical Dataset Clustering Using Swarm Intelligence
Many attempts are made to resolve the clustering problem over categorical dataset through the process of clustering ensemble. However, the conventional techniques failed to generate proper data portioning to c...
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Chapter and Conference Paper
Influence of Different Abrasives Mixtures on Abrasive Water Jet Drilling of Die Steel
Abrasive Water Jet Machining (AWJM) is a non-traditional machining process used for cutting an extensive range of materials by means of a mixture of water and an abrasive substance. The present study describes...
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Chapter and Conference Paper
Predicting Energy Demands Constructed on Ensemble of Classifiers
Analysis of time series data and perfect future prediction are the most stimulating tasks that the data analysts face in countless fields. Forecasting of energy demands is very essential because both excess en...
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Chapter and Conference Paper
Enhancement of Mechanical Properties for Dissimilar Welded Joint of AISI 304L and AISI 202 Austenitic Stainless Steel
Welding dissimilar materials of different thicknesses always presents new problems in the process of gas metal arc welding (GMAW), when the thickness of the plate is less than 1 mm. Because of its low heat inp...
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Chapter and Conference Paper
Privacy Preservation Between Privacy and Utility Using ECC-based PSO Algorithm
In this paper, we propose a new privacy utility method, where privacy is maintained by lightweight Elliptical Curve Cryptography (ECC) and utility is maintained through Particle Swarm Optimization (PSO) cluste...
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Chapter and Conference Paper
Improved Density-Based Learning to Cluster for User Web Log in Data Mining
The improvements in tuning the website and improving the visitors’ retention are done by deploying the efficient weblog mining and navigational pattern prediction model. This crucial application initially perf...
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Chapter and Conference Paper
Interactive Artificial Neural Network Model for UX Design
Video game platforms provide a variety of sensors to improve player experiences. The design of robust recognizers for player behaviour with sensors nevertheless provides developers with major challenges. In ad...
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Chapter
Resource Management Framework Using Deep Neural Networks in Multi-Cloud Environment
In recent decades, there exists a wide increase in traffic of clouds due to the enormous increase of media content. The popularity of cloud is gaining its attention due to its ease of use and flexible model bu...
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Chapter
An Artificial Intelligence Based Sustainable Approaches—IoT Systems for Smart Cities
The Internet of Things (IoT) allows city officials to monitor the city in real time and communicate smoothly with the community. Smart cities need to provide the best possible service to their citizens on the ...
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Chapter and Conference Paper
Sexism Classification in Social Media Using Machine Learning Algorithms
Currently, social media is a place where everyone shares their perspective. Sexism mainly affects women which may eventually lead to physical and physiological abuse. It is similar to gender discrimination. Fo...
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Chapter and Conference Paper
Financial Big Data Analysis Using Anti-tampering Blockchain-Based Deep Learning
This study recommends using blockchains to track and verify data in financial service chains. The financial industry may increase its core competitiveness and value by using a deep learning-based blockchain ne...
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Chapter and Conference Paper
Hyperspectral Image Classification Using Denoised Stacked Auto Encoder-Based Restricted Boltzmann Machine Classifier
This paper proposes a novel solution using an improved Stacked Auto Encoder (SAE) to deal with the problem of parametric instability associated with the classification of hyperspectral images from an extensive...
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Chapter and Conference Paper
Analysis of SARIMA-BiLSTM-BiGRU in Furniture Time Series Forecasting
Due to the non-stationary nature of furniture sales, forecasting was highly challenging. The cost of maintaining inventory, placing investments at risk, and other expenses could all increase due to unexpected ...
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Chapter and Conference Paper
Cladding of Mild Steel Plates Using CMT Process
This article describes an experimental investigation done to determine how the cold metal transfer process parameters affected the amount of dilution in a single layer of super duplex 2507 stainless steel clad...