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· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 데이터 마이닝
· ISBN : 9783030148010
· 쪽수 : 722쪽
· 출판일 : 2019-03-07
목차
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