Intelligent information and database systems : 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23-26, 2020, Proceedings, Part II /: 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23-26, 2020, Proceedings, Part II. (2020)

• Record Type: Book
• Other Titles: ACIIDS 2020
• Further Information: Note: Ngoc Thanh Nguyen, Kietikul Jearanaitanakij, Ali Selamat, Bogdan Trawiński, Suphamit Chittayasothorn (eds.).
• Editors: Nguyễn, Ngọc Thanh; Jearanaitanakij, Kietikul; Selamat, Ali; Trawiński, Bogdan; Chittayasothorn, Suphamit
• Other Names: Asian Conference on Intelligent Information and Database Systems, 12th
• Contents: Knowledge Engineering and Semantic Web -- Toward Blockchain-Assisted Gami ed Crowdsourcing for Knowledge Refinement -- Predicting research collaboration trends based on the similarity of publications and relationship of scientists -- Assessing the in uence of con ict pro le properties on the quality of consensus -- OWL RL to Framework for Ontological Knowledge Integration preliminary transformation -- Natural Language Processing -- Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding -- A Comparative Study of Pretrained Language Models on Thai Social Text Categorization -- Comparative Analysis of Deep Learning Models for Myanmar Text Classification -- Open Information Extraction as Additional Source for Kazakh Ontology Generation -- Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words For Predicting Medical Codes -- Dyslexic Frequency Signatures in Relaxation and Letter Writing -- Decision Support and Control Systems -- A trading framework based on fuzzy Moore machines -- Fuzzy cation of repeatable trust game -- Online Auction and Optimal Stopping Game with Imperfect Observation -- Metaheuristics for Discovering Favourable Continuous Intravenous Insulin Rate Protocols from Historical Patient Data -- Continuous-Time Approach to Discrete-Time PID Control for UPS Inverters -- a case study -- On stabilizability of discrete time systems with delay in control -- A Simple yet E cient MCSes Enumeration with SAT Oracles -- Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System -- Image Representation for Cognitive Systems using SOEKS and DDNA: A case study for PPE compliance -- Harmony Search Algorithm with Dynamic Adjustment of PAR Values for Asymmetric Traveling Salesman Problem -- Graph-based Optimization of Public Lighting Retro -- Solving the Unrelated Parallel Machine Scheduling Problem with Setups Using Late Acceptance Hill Climbing -- Computer Vision Techniques -- Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches -- 3D Model-Based 6D Object Pose Tracking on RGB Images -- Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks -- GOHAG: GANs Orchestration for Human Actions Generation -- Machine Learning and Data Mining -- Improved Finger-vein Classification Using Granular Support Vector Machine -- Mining Non-redundant Periodic Frequent Patterns -- On Robustness of Adaptive Random Forest Classifier on Biomedical Data Stream -- Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers -- Confidence in prediction: an approach for dynamic weighted ensemble -- Towards personalized radio-chemotherapy (learning from clinical data vs. model optimization -- Inference Ability Assessment of Modi ed Differential Neural Computer -- Simple Quantum Circuits for Data Classifification -- A DCA based algorithm for Feature Selection in Model-Based Clustering -- PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks -- Deep Learning Models -- Dynamic Prototype Selection by Fusing Attention Mechanism for Few Shot Relation Classification -- An Enhanced CNN Model on Temporal Educational Data for Program-level Student Classification -- Ensemble of Multi-channel CNNs for Multi-Class Time-Series Classfication. Depth-Based Human Activity Recognition -- Post-training quantization methods for deep learning models -- Semi-supervised representation learning for 3D Point Clouds -- Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference -- Comparison of aggregation functions for 3D Point Clouds classification -- Benign and Malignant Skin Lesion Classifi cation Comparison for Three Deep-Learning Architectures -- Advanced Data Mining Techniques and Applications -- Automatic Parameter Setting in Hough Circle Transform -- Construction of an Intelligent Tennis Coach based on Kinect and a Sensor-based Tennis Racket -- Data Pre-Processing based on Convolutional Neural Network for Improving Precision of Indoor Positioning -- E cient Approaches for Updating Sequential Patterns -- Improving Accuracy of Peacock Identi cation in Deep Learning Model using Gaussian Mixture Model and Speeded Up Robust Features -- A Lifelong Sentiment Classifi cation Framework based on a Close Domain Lifelong Topic Modeling Method -- Multiple Model Approach to Machine Learning -- Data preprocessing for DES-KNN and its application to imbalanced medical data classification -- Novel approach to Gentle AdaBoost Algorithm with Linear Weak Classfiers -- Automatic Natural Image Colorization -- Remote Usability Testing of Data Input Methods for Web Applications -- Machine Learning Models For Real Estate Appraisal Constructed Using Spline Trend Functions -- Application of Intelligent Methods to Constrained Problems Configuration of employee competences in IT projects. .
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (xlii, 606 pages), illustrations (some color)
• Subjects: 006.3; Artificial intelligence -- Congresses; Database management -- Congresses; Artificial intelligence; Computational intelligence; Computer organization; Computers; Optical data processing
• Languages: English
• ISBNs: 9783030420581; 3030420582
• Notes: Note: Includes bibliographical references and author index.; Note: Description based on online resource (SpringerLink, viewed March 24, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.