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Intelligent Information and Database Systems

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Cover of 'Intelligent Information and Database Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Toward Blockchain-Assisted Gamified Crowdsourcing for Knowledge Refinement
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    Chapter 2 Predicting Research Collaboration Trends Based on the Similarity of Publications and Relationship of Scientists
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    Chapter 3 Assessing the Influence of Conflict Profile Properties on the Quality of Consensus
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    Chapter 4 OWL RL to Framework for Ontological Knowledge Integration Preliminary Transformation
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    Chapter 5 Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding
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    Chapter 6 A Comparative Study of Pretrained Language Models on Thai Social Text Categorization
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    Chapter 7 Comparative Analysis of Deep Learning Models for Myanmar Text Classification
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    Chapter 8 Open Information Extraction as Additional Source for Kazakh Ontology Generation
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    Chapter 9 Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words for Predicting Medical Codes
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    Chapter 10 Dyslexic Frequency Signatures in Relaxation and Letter Writing
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    Chapter 11 A Trading Framework Based on Fuzzy Moore Machines
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    Chapter 12 Fuzzyfication of Repeatable Trust Game
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    Chapter 13 Online Auction and Optimal Stopping Game with Imperfect Observation
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    Chapter 14 Metaheuristics for Discovering Favourable Continuous Intravenous Insulin Rate Protocols from Historical Patient Data
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    Chapter 15 Continuous-Time Approach to Discrete-Time PID Control for UPS Inverters - A Case Study
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    Chapter 16 On Stabilizability of Discrete Time Systems with Delay in Control
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    Chapter 17 A Simple yet Efficient MCSes Enumeration with SAT Oracles
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    Chapter 18 Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System
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    Chapter 19 Image Representation for Cognitive Systems Using SOEKS and DDNA: A Case Study for PPE Compliance
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    Chapter 20 Harmony Search Algorithm with Dynamic Adjustment of PAR Values for Asymmetric Traveling Salesman Problem
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    Chapter 21 Graph-Based Optimization of Public Lighting Retrofit
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    Chapter 22 Solving the Unrelated Parallel Machine Scheduling Problem with Setups Using Late Acceptance Hill Climbing
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    Chapter 23 Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches
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    Chapter 24 3D Model-Based 6D Object Pose Tracking on RGB Images
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    Chapter 25 Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks
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    Chapter 26 GOHAG: GANs Orchestration for Human Actions Generation
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    Chapter 27 Finger-Vein Classification Using Granular Support Vector Machine
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    Chapter 28 Mining Non-redundant Periodic Frequent Patterns
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    Chapter 29 On Robustness of Adaptive Random Forest Classifier on Biomedical Data Stream
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    Chapter 30 Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers
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    Chapter 31 Confidence in Prediction: An Approach for Dynamic Weighted Ensemble
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    Chapter 32 Towards Personalized Radio-Chemotherapy – Learning from Clinical Data vs. Model Optimization
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    Chapter 33 Inference Ability Assessment of Modified Differential Neural Computer
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    Chapter 34 Simple Quantum Circuits for Data Classification
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    Chapter 35 A DCA Based Algorithm for Feature Selection in Model-Based Clustering
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    Chapter 36 PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks
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    Chapter 37 Dynamic Prototype Selection by Fusing Attention Mechanism for Few-Shot Relation Classification
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    Chapter 38 An Enhanced CNN Model on Temporal Educational Data for Program-Level Student Classification
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    Chapter 39 Ensemble of Multi-channel CNNs for Multi-class Time-Series Classification. Depth-Based Human Activity Recognition
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    Chapter 40 Post-training Quantization Methods for Deep Learning Models
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    Chapter 41 Semi-supervised Representation Learning for 3D Point Clouds
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    Chapter 42 Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference
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    Chapter 43 Comparison of Aggregation Functions for 3D Point Clouds Classification
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    Chapter 44 Benign and Malignant Skin Lesion Classification Comparison for Three Deep-Learning Architectures
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    Chapter 45 Automatic Parameter Setting in Hough Circle Transform
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    Chapter 46 Construction of an Intelligent Tennis Coach Based on Kinect and a Sensor-Based Tennis Racket
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    Chapter 47 Data Pre-processing Based on Convolutional Neural Network for Improving Precision of Indoor Positioning
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    Chapter 48 Efficient Approaches for Updating Sequential Patterns
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    Chapter 49 Improving Accuracy of Peacock Identification in Deep Learning Model Using Gaussian Mixture Model and Speeded Up Robust Features
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    Chapter 50 A Lifelong Sentiment Classification Framework Based on a Close Domain Lifelong Topic Modeling Method
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    Chapter 51 Data Preprocessing for des-knn and Its Application to Imbalanced Medical Data Classification
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    Chapter 52 Novel Approach to Gentle AdaBoost Algorithm with Linear Weak Classifiers
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    Chapter 53 Automatic Natural Image Colorization
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    Chapter 54 Remote Usability Testing of Data Input Methods for Web Applications
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    Chapter 55 Machine Learning Models for Real Estate Appraisal Constructed Using Spline Trend Functions
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Title
Intelligent Information and Database Systems
Published by
Springer International Publishing, January 2020
DOI 10.1007/978-3-030-41964-6
ISBNs
978-3-03-041963-9, 978-3-03-041964-6
Editors

Ngoc Thanh Nguyen, Kietikul Jearanaitanakij, Ali Selamat, Bogdan Trawiński, Suphamit Chittayasothorn

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