Title | Intelligent Information and Database Systems [electronic resource] : 11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8–11, 2019, Proceedings, Part II / edited by Ngoc Thanh Nguyen, Ford Lumban Gaol, Tzung-Pei Hong, Bogdan Trawiński |
---|---|
Imprint | Cham : Springer International Publishing : Imprint: Springer, 2019 |
Edition | 1st ed. 2019 |
Connect to | https://doi.org/10.1007/978-3-030-14802-7 |
Descript | XL, 722 p. 337 illus., 215 illus. in color. online resource |
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