Intelligent Computing Proceedings of the 2020 Computing Conference Volume 2 1st Edition by Kohei Arai,Supriya Kapoor,Rahul Bhatia ISBN 3030522458 978-3030522452

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Product details:

ISBN 10: 3030522458

ISBN 13: 978-3030522452 

Author: Kohei Arai, Supriya Kapoor, Rahul Bhatia

This book focuses on the core areas of computing and their applications in the real world. Presenting papers from the Computing Conference 2020 covers a diverse range of research areas, describing various detailed techniques that have been developed and implemented.

The Computing Conference 2020, which provided a venue for academic and industry practitioners to share new ideas and development experiences, attracted a total of 514 submissions from pioneering academic researchers, scientists, industrial engineers and students from around the globe. Following a double-blind, peer-review process, 160 papers (including 15 poster papers) were selected to be included in these proceedings.

Featuring state-of-the-art intelligent methods and techniques for solving real-world problems, the book is a valuable resource and will inspire further research and technological improvements in this important area.

Table of contents: 

• Urban Mobility Swarms: A Scalable Implementation

• Using AI Simulations to Dynamically Model Multi-agent Multi-team Energy Systems

• Prediction of Cumulative Grade Point Average: A Case Study

• Warehouse Setup Problem in Logistics: A Truck Transportation Cost Model

• WARDS: Modelling the Worth of Vision in MOBA’s

• Decomposition Based Multi-objectives Evolutionary Algorithms Challenges and Circumvention

• Learning the Satisfiability of Ł-clausal Forms

• A Teaching-Learning-Based Optimization with Modified Learning Phases for Continuous Optimization

• Use of Artificial Intelligence and Machine Learning for Personalization Improvement in Developed e-Material Formatting Application

• Probabilistic Inference Using Generators: The Statues Algorithm

• A Q-Learning Based Maximum Power Point Tracking for PV Array Under Partial Shading Condition

• A Logic-Based Agent Modelling Paradigm for Investment in Derivatives Markets

• An Adaptive Genetic Algorithm Approach for Optimizing Feature Weights in Multimodal Clustering

• Extending CNN Classification Capabilities Using a Novel Feature to Image Transformation (FIT) Algorithm

• MESRS: Models Ensemble Speech Recognition System

• DeepConAD: Deep and Confidence Prediction for Unsupervised Anomaly Detection in Time Series

• Reduced Order Modeling Assisted by Convolutional Neural Network for Thermal Problems with Nonparametrized Geometrical Variability

• Deep Convolutional Generative Adversarial Networks Applied to 2D Incompressible and Unsteady Fluid Flows

• Improving Gate Decision Making Rationality with Machine Learning

• End-to-End Memory Networks: A Survey

• Enhancing Credit Card Fraud Detection Using Deep Neural Network

• Non-linear Aggregation of Filters to Improve Image Denoising

• Comparative Study of Classifiers for Blurred Images

• A Raspberry Pi-Based Identity Verification Through Face Recognition Using Constrained Images

• An Improved Omega-K SAR Imaging Algorithm Based on Sparse Signal Recovery

• A-Type Phased Array Ultrasonic Imaging Testing Method Based on FRI Sampling

• A Neural Markovian Multiresolution Image Labeling Algorithm

• Development of a Hardware-Software System for the Assembled Helicopter-Type UAV Prototype by Applying Optimal Classification and Pattern Recognition Methods

• Skin Capacitive Imaging Analysis Using Deep Learning GoogLeNet

• IoT Based Cloud-Integrated Smart Parking with e-Payment Service

• Addressing Copycat Attacks in IPv6-Based Low Power and Lossy Networks

• On the Analysis of Semantic Denial-of-Service Attacks Affecting Smart Living Devices

• Energy Efficient Channel Coding Technique for Narrowband Internet of Things

• An Internet of Things and Blockchain Based Smart Campus Architecture

• Towards a Scalable IOTA Tangle-Based Distributed Intelligence Approach for the Internet of Things

• An Architecture for Dynamic Contextual Personalization of Multimedia Narratives in IoT Environments

• Emotional Effect of Multimodal Sense Interaction in a Virtual Reality Space Using Wearable Technology

• Genetic Algorithms as a Feature Selection Tool in Heart Failure Disease

• Application of Additional Argument Method to Burgers Type Equation with Integral Term

• Comparison of Dimensionality Reduction Methods for Road Surface Identification System

• A Machine Learning Platform in Healthcare with Actor Model Approach

• Boundary Detection of Point Clouds on the Images of Low-Resolution Cameras for the Autonomous Car Problem

• Identification and Classification of Botrytis Disease in Pomegranate with Machine Learning

• Rethinking Our Assumptions About Language Model Evaluation

• Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in a Comparison with a Mainstream Religious Group

• Improvement of Automatic Extraction of Inventive Information with Patent Claims Structure Recognition

• Translate Japanese into Formal Languages with an Enhanced Generalization Algorithm

• Authorship Identification for Arabic Texts Using Logistic Model Tree Classification

• The Method of Analysis of Data from Social Networks Using Rapidminer

• The Emergence, Advancement and Future of Textual Answer Triggering

• OCR Post Processing Using Support Vector Machines

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