Intelligent Information and Database Systems: 11th Asian Conference, Aciids 2019, Yogyakarta, Indonesia, April 8-11, 2019, Proceedings, Part II

ISBN-13: 9783030148010 / Angielski / Miękka / 2019 / 722 str.

Ngoc Thanh Nguyen; Ford Lumban Gaol; Tzung-Pei Hong

Spis treści

Collective Intelligence for Service Innovation, Technology Management, E-learning, and Fuzzy Intelligent Systems.- Increasing the Quality of Multi-step consensus.- An Independence Measure for Scientist Collections Based on Social Media Profiles.- A Pattern Recognition Based FMEA for Safety-Critical SCADA Systems.- Interactive Genetic Algorithm Joining Recommender System.- Maturity Level Evaluation of Information Technology Governance in Payment Gateway Service Company Using COBIT.- Data Structures Modelling for Knowledge Representation.- A Framework for Merging Possibilistic Knowledge Bases.- Conceptual Modeling of Team Development.- Ontological information as part of continuous monitoring software for production fault detection.- Social Media Influence as Enabler of Sustainable Knowledge Management System inside PT.ABC Organization.- Advanced Data Mining Techniques and Applications.- Content-Based Music Classification by Advanced Features and Progressive Learning.- Appliance of Social Network Analysis and Data Visualization Techniques in Analysis of Information Propagation.- A Temporal Approach for Air Quality Forecast.- Quad-Partitioning-based Robotic Arm Guidance based on Image Data Processing with Single Inexpensive Camera for Precisely Picking Bean Defects in Coffee Industry.- On the Analysis of Kelly Criterion and Its Application.- Single Image Super-resolution with Vision Loss Function.- Content-Based Motorcycle Counting for Traffic Management by Image Recognition.- Intelligent Information Systems.- Use of Blockchain in Education: A Systematic Literature Review.- A Comparative Study of Techniques for Avoiding Premature Convergence in Harmony Search Algorithm.- Analysis of different approaches to designing the Parallel Harmony Search algorithm for ATSP.- Differential Evolution in Agent-based Computing.- Verifying Usefulness of Ant Colony Community for Solving Dynamic TSP.- Physical Layer Security cognitive Decode-and-Forward Relay Beamforming Network With Multiple Eavesdroppers.- Co-exploring a Search Space in a Group Recommender System.- Differential Cryptanalysis of Symmetric Block Ciphers Using Memetic Algorithms.- Intelligent Methods and Artificial Intelligence for Biomedical Decision Support Systems.- Modeling of Articular Cartilage with Goal of Early Osteoarthritis Extraction based on Local Fuzzy Thresholding driven by Fuzzy C-Means Clustering.- Modeling and Features Extraction of Heal Bone Fracture Reparation Dynamical Process from X-ray Images based on Time Iteration Segmentation model driven by Gaussian Energy.- A Semi-Supervised Learning Approach for Automatic Segmentation of Retinal Lesions using SURF Blob Detector and Locally Adaptive Binarization.- Autonomous Segmentation and Modeling of Brain Pathological Findings based on Iterative Segmentation from MR Images.- Design and Analysis of LMMSE filter for MR image data.- A nearest neighbour-based analysis to identify patients from continuous glucose monitor data.- PCA Kernel Based Extreme Learning Machine Model for Detection of NS1 from Salivary SERS Spectra.- Improving the Robustness of the Glycemic Variability Percentage Metric to Sensor Dropouts in Continuous Glucose Monitor Data.- GenPress: A Novel Dictionary Based Method to Compress DNA Data of Various Species.- Utilizing Pretrained Deep Learning Models for Auto-mated Pulmonary Tuberculosis Detection using Chest Radiography.- Intelligent and Contextual Systems.- Advanced neural network approach, its explanation with LIME for credit scoring application.- Non-Uniform Initialization of Inputs Groupings in Contextual Neural Networks.- Implementation and Analysis of Contextual Neural Networks in H2O Framework.- Low-level greyscale image descriptors applied for intelligent and contextual approaches.- Intelligent Systems and Algorithms in Information Sciences.- Motion controlling using finite-state automata.- Automatic recognition of Kazakh speech using Deep Neural Networks.- Feedback Shift Registers Evolutionary Design using Reverse Polish Notation.- Intelligent Supply Chains and e-Commerce.- IT value for customer: its influence on satisfaction and loyalty in e-commerce.- Multicriteria Selection of Online Advertising Content for the Effective Habituation Effect Reduction.- Dark Side of Digital Transformation in Tourism.- Increasing User Engagement and Virtual Goods Life Span through Products Diversity and Intensity of Content Updates.- Sensor Networks and Internet of Things.- Analysis of the Error Rate in Electrometers for Smart Grid Metering.- Multi-cell based UWB indoor positioning system.- An Improved Resampling Scheme for Particle Filtering in Inertial Navigation System.- Analysis of Image, Video, Movements and Brain Intelligence in Life Sciences.- Quaternion watershed transform in segmentation of motion capture data.- How Does State Space Definition Influence the Measure of Chaotic Behavior?.- Granular computing (GC) demonstrates interactions between depression and symptoms development in Parkinson's disease patients.- Measurements of antisaccades parameters can improve the prediction of Parkinson's disease progression.- DTI helps to predict Parkinson's patient's symptoms using data mining techniques.- Fractional calculus in human arm modeling.- Computer Vision and Intelligent Systems.- Real-time Multiple Face Tracking with Moving Camera for Support Service Robot.- Modified Stacked Hourglass Networks for Facial Landmarks Detection.- Ensemble of Predictions from Augmented Input as Adversarial Defense for Face Verification System.- Vehicle categorical recognition for traffic monitoring in intelligence transportation systems.- Video-based Vietnamese Sign Language Recognition using Local Descriptors.- Mathematical Variable Detection in PDF Scientific Documents.- Predicting Cardiovascular Risk Level based on Biochemical Risk Factor Indicators using Machine Learning: A Case Study in Indonesia.