
Machine Learning and Artificial Intelligence
Description
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This book presents the proceedings of the International Conference on Machine Learning and Intelligent Systems (MLIS 2020), which was due to be held in Seoul, Korea, from 25-28 October 2020, but which was delivered as an online conference on the same dates due to COVID-19 restrictions. MLIS 2020 was the latest in a series of annual conferences that aim to provide a platform for exchanging knowledge about the most recent scientific and technological advances in the field of machine learning and intelligent systems. The annual conference also strengthens links within the scientific community in related research areas.
The book contains 53 papers, selected from more than 160 submissions and presented at MLIS 2020. Selection was based on the results of review and scored on: originality, scientific/practical significance, compelling logical reasoning and language. Topics covered include: data mining, image processing, neural networks, human health, natural language processing, video processing, computational intelligence, expert systems, human-computer interaction, deep learning, and robotics.
Offering a current overview of research and developments in machine learning and artificial intelligence, the book will be of interest to all those working in the field.
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Content
- Intro
- Title Page
- Preface
- Contents
- Part I. Machine Learning and Artificial Intelligence
- Genetically Driven Optimal Selection of Opinion Spreaders in Complex Networks
- Behavior Features for Automatic Detection of Depression from Facebook Users
- Survey on Formal Concept Analysis Based Supervised Classification Techniques
- Cross-Based Adaptive Guided Filtering
- Anisotropic Diffusion with Deep Learning
- A Clinical Decision Support Tool to Detect Invasive Ductal Carcinoma in Histopathological Images Using Support Vector Machines, Naive-Bayes, and K-Nearest Neighbor Classifiers
- Energy Disaggregation Using Principal Component Analysis Representation
- Research on Optimization Method of Tool Path in Five-Axis Process Singular Region
- Big Data System for Medical Images Analysis
- Research and Application of High Precision Machining Technology for Super-Large Integral Frame Parts of Aluminum Alloy
- AutoSynPose: Automatic Generation of Synthetic Datasets for 6D Object Pose Estimation
- Solving a Fuzzy Linear Equation with a Variable, Using the Expected Interval of a Fuzzy Number
- Analysis of the Software Most Used by Hackers to Carry Out Penetration Testing in Public Organizations
- Deep Robot-Human Interaction with Facial Emotion Recognition Using Gated Recurrent Units & Robotic Process Automation
- Research on the Construction of Cutting Edge Technology Monitoring System Based on Multi-Source Heterogeneous Data
- An Octave Package to Perform Qualitative Analysis of Nonlinear Systems Immersed in R4
- Detecting Similar Versions of Software by Learning with Logistic Regression on Binary Opcode Information
- Explainable AI: Using Shapley Value to Explain Complex Anomaly Detection ML-Based Systems
- A Simple Ensemble Learning Knowledge Distillation
- Using Conversation Analysis for Examining Social Media Interactions
- A Study on the Effect of DropConnect to Control Overfitting in Designing Neural Networks
- The Evolution from Digital Mock-Up to Digital Twin
- Adapted NRC Based Sentiment Analysis in Event Distraction
- Intelligence Accounting Information Fusion System: Theory, Model and Framework
- Modeling Multi-Order Adaptive Processes by Self-Modeling Networks
- Part II. Communication and Networks
- Application of Twin Objective Function SVM in Sentiment Analysis
- Robust H-infinity State Estimation of Uncertain Neural Networks with Two Additive Time-Varying Delays
- Dynamic Space-Covered Broadcast Algorithm Based on Neighbor-Degree in Mobile Ad Hoc Wireless Networks
- Secure Server Key Management Designs for the Public Cloud
- A Routing Protocol Based on Both of Density Variation and Distance-Aware for WSNs
- Real Time Digital Filter for a Front-End Electronics in Dark Matter and Neutrino Measurements
- Research on Fixture Design of NC Machine Tool Based on UG 3D Modeling
- Design and Implementation of Substation Operation Safety Monitoring and Management System Based on Three-Dimensional Reconstruction
- Modeling of a Leg and Knee System for the Analysis of Human Gait by Means of State Feedback Control
- Two-Dimensional Spatial Resolution in Plane Temperature Monitoring Based on Raman Distributed Temperature Sensor
- Analysis for the Adoption of Security Standards to Improve the Management of Securities in Public Organizations
- Simple Receiving Scheme Based on Balanced Detection for Half-Cycled SSB DD-OFDM Signal
- Design, Simulation and Verification of a 7-DOF Joint Motion Simulation Platform
- 3D Air-Ground Channel Model Reconstruction Based on the Experimental Data and Q-D Method
- Cost-Efficient RAA Technology for Development of the High-Gain Steerable Antennas for mmWave Communications
- Detection of Specific Components in a PCA Mixture
- Investigation of the Effect of Different Covariance Estimation Methods on the Performance of Least Squares Compressive Covariance Sensing
- Ad-Hoc Network Access Control System and Method for Edge NFC Terminal
- Joint User Clustering and Power Allocation for Vehicular Communications
- Study of Work-Function Variation on Performance of Dual-Metal Gate Fin Field-Effect Transistor
- A Novel Approach to Radiometric Identification
- Order-Preserving and Efficient One-to-Many Search on Encrypted Data
- The Application of Improved Sparrow Search Algorithm in Sensor Networks Coverage Optimization of Bridge Monitoring
- Navigation Signal Design and Ranging Performance Evaluation of Cn Band Based on Satellite-to-Ground Link
- Prototype Design of a Ship Intelligent Integrated Platform
- The Bounded Traveling Wave Solutions of a (3+1) Dimensions mKdv-ZK Equation
- A Survey on Ship Intelligent Cabin
- An Identity-Based Directed Proxy Multi-Signature Scheme
- Subject Index
- Author Index
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