TY - BOOK AU - Tallón-Ballesteros,A.J. AU - Chen,C.H. TI - Machine Learning and Artificial Intelligence: Proceedings of MLIS 2020 T2 - Frontiers in Artificial Intelligence and Applications Ser. SN - 9781643681375 AV - Q 325.5 PY - 2020/// CY - Amsterdam PB - IOS Press, Incorporated KW - Machine learning KW - Artificial intelligence KW - Electronic books N1 - 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 UR - https://ebookcentral.proquest.com/lib/audubai/detail.action?docID=28367248 ER -