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· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 데이터 마이닝
· ISBN : 9783030147983
· 쪽수 : 754쪽
· 출판일 : 2019-03-07
목차
Knowledge Engineering and Semantic Web.- Algorithms for Merging Probabilistic Knowledge Bases.- A Formal Framework for the Ontology Evolution.- Logical Problem Solving Framework.- Term Rewriting That Preserves Models in KR-Logic.- Towards Knowledge Formalization and Sharing in a Cognitive Vison Platform for Hazard Control (CVP-HC).- Assessing Individuals Learning's Impairments from a Social Entropic Perspective.- Text Processing and Information Retrieval.- Robust Web Data Extraction based on Unsupervised Visual Validation.- A Character-level Deep Lifelong Learning Model for Named Entity Recognition in Vietnamese Text.- Identification of Conclusive Association Entities by Biomedical Association Mining.- A Data Preprocessing Method to Classify and Summarize Aspect-Based Opinions using Deep Learning.- Word Mover's Distance for Agglomerative Short Text Clustering.- Improving Semantic Relation Extraction System with Compositional Dependency Unit on Enriched Shortest Dependency Path.- An Adversarial Learning and Canonical Correlation Analysis based Cross-Modal Retrieval Model.- Event Prediction Based on Causality Reasoning.- A method for detecting and analyzing the sentiment of tweets containing conditional sentences.- Aggregating Web Search Results.- Cross-Lingual Korean Speech-to-Text Summarization.- On Some Approach to Evaluation in Personalized Document Retrieval Systems.- Machine Learning and Data Mining.- A Class-Cluster k-Nearest Neighbors Method for Temporal In-Trouble Student Identification.- Multidimensional Permutation Entropy for Constrained Motif Discovery.- A LSTM Approach for Sales Forecasting of Goods with Short-term Demands in E-Commerce.- Detection of Rare Elements in Investigation of Medical Problems.- Cardiac murmur effects on automatic segmentation of ECG signals for biometric identification: Preliminary study.- An Approach to Estimation of Residential Housing Type Based on the Analysis of Parked Cars.- Household Electric Load Pattern Consumption Enhanced Simulation by Random Behavior.- Anomaly Detection Procedures in a Real World Dataset by Using Deep-Learning Approaches.- Developing a General Video Game AI Controller Based on an Evolutionary Approach.- Separable data aggregation by layers of binary classifiers.- Adaptation and recovery stages for case-based reasoning systems using Bayesian estimation and Density estimation with Nearest Neighbors.- Feature extraction analysis for emotion recognition from ICEEMD of multimodal physiological signals.- Using Fourier series to improve the prediction accuracy of Nonlinear Grey Bernoulli Model.- Learning Hierarchical Weather Data Representation for Short-term Weather Forecasting using Autoencoder and LSTM.- Logo and Brand Recognition from Imbalanced Dataset using MiniGoogLenet and MiniVGGnet Models.- Decision Support and Control Systems.- Selected problems of controllability of semilinear fractional systems-a Survey.- A data-driven approach to modeling and solving academic teachers' competences configuration problem.- PID Regulatory Control Design for a Double Tank System Based on Time-Scale Separation.- Towards Formal, Graph-based Spatial Data Processing: The Case of Lighting Segments for Pedestrian Crossings.- Multi-Agent Support For Street Lighting Modernization Planning.- An application a two-level determination consensus method in a multi-agent financial decisions support system.- Implementing Smart Virtual Product Development (SVPD) to Support Product Manufacturing.- PID Tuning with Neural Networks.- Repeatable trust game { preliminary experimental results.- Modeling of uncertainty with Petri nets.- A Collaborative Approach Based on DCA and VNS for Solving Mixed Binary Linear Programs.- Adoption of Cloud Business Intelligence in Indonesia's Financial Services Sector.- Stakeholder impact on the success and risk of failure of ICT projects in Poland.- Analysis of the Influence of ICT and Public Recognition on University Credibility.- Quantum Game-Based Recommender