دانلود کتاب Recent Advances in Computing Sciences: Proceedings of RACS 2022

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Cover
Half Title
Title Page
Copyright Page
Table of Contents
Foreword
Preface
Details of programme committee
1 Agile estimation: empirical study on critical factors
2 Deepfakes: benefits, threats, and combat strategies
3 Blockchain and big data as emerging solutions for fog challenges: An impeccable study
4 Analysis of CNNs built using transfer learning and data augmentation on landmark recognition datasets
5 A novel framework for the smart healthcare system using load balancing aspired cloud computing and IoT
6 Convolutional autoencoders-based model for De-novo breast anticancer drug development
7 Automation using artificial intelligence and machine learning: A study on banking and healthcare
8 Comparative study of deep learning-based clustering techniques for brain tumor segmentation
9 Leukemia detection: An overview of different artificial intelligence based approaches
10 Industry 5.0 centric curriculum and pedagogy adoption capability of educational institutions—remodeling technical education in India
11 Soil inspecting smart machine
12 Study and comparison of various substrate integrated waveguide fed antenna technology for X-band applications
13 A comparative study on access control mechanism for blockchain enabled scalable systems in health care
14 A comprehensive study on student’s academic performance prediction using artificial intelligence
15 Detection of COVID-19 in CT scan images using intelligent methods
16 Comprehensive review on digital image forgery detection methods
17 Model for home automation system through FPGA
18 K-means algorithm to cluster the internet autonomous systems into tiers
19 A comparative analysis of machine learning techniques for effective heart disease prediction
20 Sample size estimation techniques for classification – A review
21 Detection of early-stage symptoms of diabetic retinopathy prediction performance in machine learning algorithms
22 Smart contract-based access control in file sharing
23 JSON Web Token Jumble Render Technique based authentication scheme for android applications
24 A review on deep learning techniques for detecting COVID-19 from X-rays and CT scans
25 Gamification applications: A new perspective
26 In-depth analysis of key task scheduling algorithms and inception of real-time EPSO-BAT model
27 Improved BEENISH protocol using fuzzy rules to reduce energy consumption in wireless sensor networks
28 An optimized model for apple leaf disease detection and performance comparison with state-of-art techniques using indigenous dataset
29 Recent trends and challenges in malware analysis and detection-A comparative study
30 Robust cloud-based Internet of Things authenticated key agreement scheme for wireless sensor networks
31 Relevance of cloud computing in health industry- A critical study
32 Review of internet of things and its enabling technologies
33 A robust DNN-based model for diabetes mellitus
34 Role of load balancing algorithms in cloud environment
35 Software-defined network: An emerging solution for IoT-CC-edge paradigm—An impeccable study
36 Optimized prediction model using support vector machine for classification of infection in Tulsi leaf
37 Mapping landslide vulnerability in Kali Khola catchment: A frequency ratio approach with integrated machine learning ensembles
38 A review for identification and detection of plant disease using machine learning
39 Artificial intelligence’s involvement in education and student’s academic performance
40 An experimental study of text preprocessing techniques on user reviews
41 Implementation of gas and fire detection systems in home and industrial environment
42 Machine learning and artificial intelligence in the era of digital marketing
43 Comparative study of rice crop growth stages using sentinel-1 and MODIS satellite imagery
44 Sentiment analysis of IMDB movie review with machine learning
45 A novel approach for classification of different Alzheimer’s stages using pre-trained deep learning models with transfer learning and their comparative analysis
46 A detailed survey on applications of machine learning techniques for forecasting
47 Sentiment analysis on mobile reviews by using machine learning models
48 Investigating the impact of motivational techniques on the employee retention with special reference to telecom industry
49 Federated learning: A rescue in machine learning for data privacy preservation
50 Integration of deep neural network architecture for network intrusion detection system
51 A load balanced approach for smart agriculture system based on IoT- cloud framework
52 Computational intelligence methods for predicting breast cancer
53 A fault-tolerant resource reservation model in cloud computing
54 Twitter sentiment analysis for depression detection using machine learning algorithms
55 Technology in food industry: Effect of website quality, perceived risk and subjective norms on consumer trust and purchase intention
56 Artificial intelligence as a tool in the visual effects and film industry
57 A systematic review on performance enhancement methods in LTE-A downlink
58 Investigating the scope of semantic analysis in natural language processing considering accuracy and performance