Title Intelligent information and database systems : 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23-26, 2020, Proceedings. Part II / Ngoc Thanh Nguyen, Kietikul Jearanaitanakij, Ali Selamat, Bogdan Trawiński, Suphamit Chittayasothorn (Eds.)

Published Cham : Springer, 2020

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Description 1 online resource (631 pages) Series Lecture Notes in Computer Science ; v. 12034 Lecture notes in artificial intelligence LNCS sublibrary, SL 7, Artificial intelligence Lecture notes in computer science ; 12034. Lecture notes in computer science. Lecture notes in artificial intelligence. LNCS sublibrary. SL 7, Artificial intelligence. Contents 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 -- 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 Summary The two-volume set LNAI 12033 and 11034 constitutes the refereed proceedings of the 12th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2020, held in Phuket, Thailand, in March 2020. The total of 105 full papers accepted for publication in these proceedings were carefully reviewed and selected from 285 submissions. The papers of the first volume are organized in the following topical sections: Knowledge Engineering and Semantic Web, Natural Language Processing, Decision Support and Control Systems, Computer Vision Techniques, Machine Learning and Data Mining, Deep Learning Models, Advanced Data Mining Techniques and Applications, Multiple Model Approach to Machine Learning. The papers of the second volume are divided into these topical sections: Application of Intelligent Methods to Constrained Problems, Automated Reasoning with Applications in Intelligent Systems, Current Trends in Arti cial Intelligence, Optimization, Learning, and Decision-Making in Bioinformatics and Bioengineering, Computer Vision and Intelligent Systems, Data Modelling and Processing for Industry 4.0, Intelligent Applications of Internet of Things and Data AnalysisTechnologies, Intelligent and Contextual Systems, Intelligent Systems and Algorithms in Information Sciences, Intelligent Supply Chains and e-Commerce, Privacy, Security and Trust in Arti cial Intelligence, Interactive Analysis of Image, Video and Motion Data in LifeSciences Notes International conference proceedings Includes author index Bibliography Includes bibliographical references and author index Notes Print version record Subject Artificial intelligence -- Congresses Database management -- Congresses Artificial intelligence Database management Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Nguyen, Ngoc Thanh (Computer scientist) Jearanaitanakij, Kietikul Selamat, Ali. Trawiński, Bogdan. Chittayasothorn, Suphamit. ISBN 9783030420581 3030420582

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