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فهرست محتوای دیجیتالی
فهرست مطالب
فهرست نقدها
5 مرتبه مشاهده شده
Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications ICMISC 2020
Gunjan, Vinit Kumar
- ISBN:9789811572333
- Main Entry: Gunjan, Vinit Kumar
- Title:Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications ICMISC 2020/ Vinit Kumar Gunjan, Jacek M. Zurada Editors.-
- Publisher:Singapore: Springer, 2021.
- Added Entry:Zurada, Jacek M.
فهرست محتوای دیجیتالی-
محتواي کتاب - مشاهده
فهرست مطالب- Preface
- Contents
- About the Editors
- Automated Identification of Interictal Activity from EEG Signal Using Non-linear Features
- A Survey on Phishing URL Detection Using Artificial Intelligence
- Prognosticating Liver Debility Using Classification Approaches of Machine Learning
- Robust UI Automation Using Deep Learning and Optical Character Recognition (OCR)
- Load Scheduling with Combinations of Existing Tariff Structure for Residential Consumers in Maharashtra, India—Case Study
- Mammogram Classification Using Rotation-Invariant Local Frequency Features
- Internet of Things (IOT) Architecture—A Review
- Robust and Lightweight Control System for IoT Networks: Enabling IoT for the Developing World
- Real-Time Detection and Prediction of Heart Diseases from ECG Data Using Neural Networks
- 1 Introduction
- 2 Literature Review
- 3 Proposed System
- 4 Results
- 4.1 Effect of Varying the Number of Hidden Layers
- 4.2 Effect of Varying the Number of Nodes in the Hidden Layer
- 4.3 Early Stopping
- 4.4 Varying both Number of Iterations and Hidden Layer Size
- 4.5 Dimensionality Reduction Using PCA
- 4.6 Learning Curves
- 4.7 Mean Square Error Versus Number of Iterations
- 4.8 Generation of Confusion Matrix
- 4.9 Timing Analysis of the API
- 5 Conclusion
- References
- Gender Classification Based on Fingerprint Database Using Association Rule Mining
- Cyber Terrorism-Related Multimedia Detection Using Deep Learning—A Survey
- The Role of Technologies on Banking and Insurance Sectors in the Digitalization and Globalization Era—A Select Study
- 1 Introduction
- 2 Objective
- 3 Hypotheses
- 4 Methodology
- 5 Technologies in FinTech
- 5.1 Blockchain Technology
- 5.2 Cryptocurrency and Digital Lending
- 5.3 Artificial Intelligence
- 5.4 More Financial Startups and Solutions
- 5.5 Rise of Mobile Technology
- 5.6 Increased Investments in Improving Cybersecurity
- 5.7 Upgraded ATMs
- 5.8 User-Friendly Banking Apps
- 5.9 Automated Financial Services
- 5.10 Mobile and Digital Banking
- 5.11 Partnerships and Collaborations
- 5.12 Wearable Technologies
- 5.13 The Core Benefits of FinTech
- 5.14 Qualities in the Decision-Making Process
- 5.15 Focus on More Transparency
- 6 Test of Hypotheses
- 7 Conclusion
- References
- Review of Recent Plagiarism Detection Techniques and Their Performance Comparison
- A Combination of 2DLDA and LDA Approach for Fruit-Grade Classification with KSVM
- Facial Expression Extraction and Human Emotion Classification Using Convolutional Neural Network
- Exploring Opportunities in Hydro Electric Power Plant with Heron’s Fountain
- A Comprehensive Survey on Application Layer Protocols in the Internet of Things
- Empirical Laws of Natural Language Processing for Hindi Language
- Classification Method to Predict Chances of Students’ Admission in a Particular College
- Doppler Shift Based Sampling Rate Conversion for GFDM Underwater Acoustic Communication
- A Novel Recommendation System for Housing Search: An MCDM Approach
- Health-Related Tweets Classification: A Survey
- Smart Farming
- Solar-Powered Smart Agriculture and Irrigation Monitoring/Control System over Cloud—An Efficient and Eco-friendly Method for Effective Crop Production by Farmers in Rural India
- Exploration of Classification Algorithms for Divorce Prediction
- Pronunciation Similarity Matching Using Deep Learning
- Noise Reduction in SAR Images with Variable Mode CT
- Modeling IoT Based Automotive Collision Detection System Using Support Vector Machine
- Optimization-based Resource Allocation for Cloud Computing Environment
- Hardware Trojan Detection Using Deep Learning-Deep Stacked Auto Encoder
- IOT and Intelligent Asthmatics Monitoring Sensors—A Literature Survey
- Exploring in the Context of Development of Smart Cities in India
- Microservices and DevOps for Optimal Benefits from IoT in Manufacturing
- 1 Overview of IoT, Micro Services and DevOps
- 2 Combined Effect and Benefits of IoT, Micro Services and DevOps
- 3 Micro Service Patterns Applicable to IoT Solutions
- 4 DevOps for Microservice-Based Architecture (MSA) and IoT
- 5 Use Case Example
- 6 Combined Effect and Benefits of IoT, Micro Services and DevOps
- References
- Semantic Interoperability for IoT Agriculture Framework with Heterogeneous Devices
- Boosting Approach for Multiclass Fake News Detection
- A Sentiment-Based Recommender System Framework for Social Media Big Data Using Open-Source Tech Stack
- Hardware Trojan Detection Using Machine Learning Technique
- An Application Suite: Effectiveness in Tracking and Monitoring of Skill Training Programs
- Automated Water Management System Using Internet of Things
- Model-Based Observer Performance Study for Speed Estimation of Brushed DC Motor with Uncertain Contact Resistance
- Severity Prediction of Software Vulnerabilities Using Textual Data
- Data Analysis of Cricket Score Prediction
- Anchor-Based Effective Node Localization Algorithm for Wireless Sensor Networks
- A Survey on Security on Medical Data and Images in Healthcare Systems
- Pothole and Speed Bump Classification Using a Five-Layer Simple Convolutional Neural Network
- Smart Ecosystem to Facilitate the Elderly in Ambient Assisted Living
- Data-Driven Stillbirth Prediction and Analysis of Risk Factors in Pregnancy
- A Comparative Study of Heuristics and Meta-heuristic Algorithms with Issues in WSN
- A Systematic Review on an Embedded Web Server Architecture
- Water Sharing Marketplace Using IoT
- Augmenting the Existing CBPM Maintenance Philosophy Currently in Use in the Marine Sector with Intelligent Predictive—CBPM Philosophy
- An Investigation on Rolling Element Bearing Fault and Real-Time Spectrum Analysis by Using Short-Time Fourier Transform
- A Review of 4-2 Compressors: Based on Accuracy and Performance Analysis
- Emotion Recognition Using Chatbot System
- A Hybrid and Improved Isolation Forest Algorithm for Anomaly Detection
- Ranger Random Forest-Based Efficient Ensemble Learning Approach for Detecting Malicious URLs
- Smart Camera for Traffic Control by Sing Machine Learning
- Systematic Review on Full-Subtractor Using Quantum-Dot Cellular Automata (QCA)
- Intelligent Resource Identification Scheme for Wireless Sensor Networks
- A Systematic Review on Various Types of Full Adders
- Design and Implementation of Smart Real-Time Billing, GSM, and GPS-Based Theft Monitoring and Accident Notification Systems
- 1 Introduction
- 2 Literature Survey
- 3 Function and Structure of the System
- 4 Hardware Implementation
- 4.1 Infrared Sensor (IR Sensor)
- 4.2 AT89S52
- 4.3 max232
- 4.4 RFID
- 4.5 GSM
- 4.6 ARM7
- 4.7 GPS
- 4.8 L293D Driver
- 4.9 Vibrator Sensor
- 4.10 Fingerprint Sensor
- 4.11 Iris Sensor
- 4.12 Mems Sensor
- 4.13 Accelerometer
- 4.14 Eye Blink Sensor
- 4.15 Smoke Sensors
- 4.16 Alcohol Sensor
- 4.17 Temperature Sensor
- 4.18 Transmitter
- 4.19 Receiver
- 5 Software Design
- 6 Result
- 7 Conclusion
- References
- Authentication of Vehicles in Vehicular Clouds: An Agent-Based Approach
- ANN-Based Model to Predict Reference Evapotranspiration for Irrigation Estimation
- Entropy: A New Parameter for Image Deciphering
- A Systematic Review of Approximate Adders: Accuracy and Performance Analysis
- A Review Paper Based on Image Security Using Watermarking
- Smart Healthcare Analytics Solutions Using Deep Learning AI
- Design of 32—Bit MAC Unit Using Vedic Multiplier and XOR Logic
- Deep Learning Model for Detection of Attacks in the Internet of Things Based Smart Home Environment
- Smart Irrigation Using Decision Tree
- Contextually Aware Multimodal Emotion Recognition
- A Machine Learning Based Approach for Prediction of Actual Landing Time of Scheduled Flights
- Data Integrity and Security in Distributed Cloud Computing—A Review
- Independent Learning of Motion Parameters for Deep Visual Odometry
- Smart Street Lights to Reduce Death Rates from Road Accidents
- 1 Introduction
- 2 Causes of Road Crashes During Night-Time
- 3 The Need for Smart Street Lights
- 4 Review of Existing Systems
- 5 Improving Visibility During Dangerous Time Periods
- 6 Providing Warning to the Traffic Approaching from Behind by Changing the Colour in Case of an Accident Detection
- 7 System Model and Components
- 8 Methodology
- 9 Conclusion
- References
- An Improved Approach for Face Detection
- Efficient Band Offset Calculation Method for HEVC and Its VLSI Implementation
- Clinical Skin Disease Detection and Classification: Ensembled VGG
- A Review of Smart Greenhouse Farming by Using Sensor Network Technology
- A Study on Low-Frequency Signal Processing with Improved Signal-to-Noise Ratio
- Factors that Determine Advertising Evasion in Social Networks
- Classification of Academic Events from Their Textual Description
- Geosimulation as a Tool for the Prevention of Traffic Accidents
- Identification of Author Profiles Through Social Networks
- Real Road Networks on Digital Maps with Applications in the Search for Optimal Routes
- Design of a Network with Sensor-Cloud Technology Applied to Traffic Accident Prevention
- Comparison of Bioinspired Algorithms Applied to Cancer Database
- Indicators for Smart Cities: Tax Illicit Analysis Through Data Mining
- Classification, Identification, and Analysis of Events on Twitter Through Data Mining
- Algorithm for Detecting Polarity of Opinions in University Students Comments on Their Teachers Performance
- Prediction of the Efficiency for Decision Making in the Agricultural Sector Through Artificial Intelligence
- Model for Predicting Academic Performance in Virtual Courses Through Supervised Learning
- Genetic System for Project Support with the Sequencing Problem
- Method for the Recovery of Images in Databases of Skin Cancer
- Author Index