- ホーム
- > 洋書
- > 英文書
- > Computer / General
Full Description
This book is a collection of selected papers presented at the First Congress on Intelligent Systems (CIS 2020), held in New Delhi, India, during September 5-6, 2020. It includes novel and innovative work from experts, practitioners, scientists, and decision-makers from academia and industry. It covers topics such as Internet of Things, information security, embedded systems, real-time systems, cloud computing, big data analysis, quantum computing, automation systems, bio-inspired intelligence, cognitive systems, cyber physical systems, data analytics, data/web mining, data science, intelligence for security, intelligent decision making systems, intelligent information processing, intelligent transportation, artificial intelligence for machine vision, imaging sensors technology, image segmentation, convolutional neural network, image/video classification, soft computing for machine vision, pattern recognition, human-computer interaction, robotic devices and systems, autonomous vehicles,intelligent control systems, human motor control, game playing, evolutionary algorithms, swarm optimization, neural network, deep learning, supervised learning, unsupervised learning, fuzzy logic, rough sets, computational optimization, and neuro-fuzzy systems.
Contents
Model based data collection systems on fog platforms.- Notification System For Text Detection On Document Images Using Graphical User Interface (GUI).- Estimation of Road Damage for Earthquake Evacuation Guidance System Linked with SNS.- Analysis of the Messages from Social Network for Emergency Cases Detection.-Intelligent simulation of competitive behavior in a business system.- Minimizing the Subset of Features on BDHS Dataset to Improve Prediction on Pregnancy Termination.- PUNER - Parsi ULMFiT for Named-Entity Recognition in Persian Texts.- A Coverage and Connectivity of WSN in 3D Surface Using Sailfish Optimizer.- A Classification Model for Software Bug Prediction Based on Ensemble Deep Learning Approach Boosted with SMOTE Technique.- Modeling the relationship between distance and received signal strength indicator of the Wi-Fi over the sea to extract data in situ from a marine monitoring buoy.- Data Classification Model for Fog-Enabled Mobile IoT Systems.- Multi-Objective Teaching-Learning-based Optimization for Vehicle Fuel Saving Consumption.- A tripod type walking assistance for the stroke patient.- Data Routing With Load Balancing Using Ant Colony Optimization Algorithm.- Speech Emotion Recognition Using Machine Learning Techniques.- Feature Based AD Assessment using ML.- Show Based logical profound learning demonstrates utilizing ECM fuzzy deduction rules in DDoS assaults for WLAN 802.11.- Atmospheric Temperature Prediction Using Ensemble Deep Learning Technique.- Reliability Evaluation of Distribution System based on Interval Type-2 Fuzzy System.- Design of Automatic Answer Checker.- Community detection using Fire propagation and Boundary vertices.- Handwritten Devanagari Character recognition using CNN with Transfer Learning.- Input parameter optimization with simulated annealing algorithm for predictive HELEN-I ion source.- LRSS-GAN: Long Residual Paths and Short Skip Connections Generative Adversarial Networks for Domain Adaptation and Image Inpainting.- Tweets Reporting Abuse Classification Task: TRACT.- Enhance The Prediction of Air Pollutants Using K-Means++ Advanced Algorithm with Parallel Computing.- Towards Grammatical Evolution Based Automated Design of Differential Evolution Algorithm.- Efficient Fuzzy Similarity based Text Classification with SVM and Feature Reduction.- Plasma Density Prediction for Helicon Negative Hydrogen Plasma Source using Decision Tree and Random Forests Algorithm.- Automatic Recognition of ISL Dynamic Signs with Facial Cues.- A Blockchain based Multi-Layer Framework for securing Healthcare Data on Cloud.- Analysis of Lightweight Cryptography Algorithms for IoT Communication.- Disease Prediction from Speech using Natural Language Processing and Deep Learning Methods.- Investigation on Error Correcting Channel Codes for 5G New Radio.- Classification of Human Postural Transition and Activity Recognition Using Smartphone Sensor Data.- Color image watermarking technique using Principal component in RDWTdomain.- Query Auto-Completion Using Graphs.- Comparative Analysis of Load Flows and Voltage Depended Load Modeling methods of Distribution Networks.- A Framework for Disaster Monitoring using Fog Computing.- Attitude Control in Unmanned Aerial Vehicles using Reinforcement Learning - A Survey.- Self-Supervised Learning Approaches for Traffic Engineering in Software Defined Networks.- Passive Motion Tracking for Assisting Augmented Scenarios.- Black Hole-White Hole Algorithm for Dynamic Optimization of Chemically Reacting Systems.- Automated cooperative robot for screwing application.- Flexible Bolus Insulin Intelligent Recommender System for Diabetes Mellitus using Mutated Kalman Filtering Techniques.- Deep learning technique for predicting optimal 'Organ At Risk' dose distribution for brain tumor patients.- A fractional model to study the diffusion of cytosolic calcium.
