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Machine learning and artificial intelligence : proceedings of MLIS 2020

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자료유형 : eBook
ISBN : 9781643681375 
ISBN : 1643681370 
ISBN :
회의명 : International Conference on Machine Learning and Intelligent Systems  (2020 :  Online) 
서명/저자사항 : Machine learning and artificial intelligence:  proceedings of MLIS 2020 /  edited by A.J. Tallón-Ballesteros and Chu-Hua Chen. 
발행사항 : Amsterdam:  IOS Press,  2020. 
형태사항 : 1 online resource (482 p.). 
총서사항 : Frontiers in Artificial Intelligence and Applications;  v.332 
일반주기 : Description based upon print version of record. 
일반주기 : A Routing Protocol Based on Both of Density Variation and Distance-Aware for WSNs. 
내용주기 : 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 
내용주기 : 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 
내용주기 : 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 
내용주기 : 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 
내용주기 : 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 
일반주제명 : Machine learning --  Congresses. -- 
일반주제명 : Artificial intelligence --  Congresses. -- 
개인저자 : Tallón-Ballesteros, Antonio J.
개인저자 : Chen, C. H. (Chi-hau), 1937-
기타형태 저록 : Print version: Tallón-Ballesteros, A. J. Machine Learning and Artificial Intelligence. : IOS Press, Incorporated,c2020, 9781643681368
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