| Description |
1 online resource (xi, 270 pages) |
| Series |
Advances in Intelligent Systems and Computing ; v. 936 |
|
Advances in intelligent systems and computing ; 936.
|
| Contents |
Section 1: Data mining -- Dual Increment Shapelets : A Scalable Shapelet Discovery for Time Series Classification -- Analyzing and Visualizing Anomalies and Events in Time Series of Network Traffic -- The Grid-Based Spatial ARIMA Model: An Innovation for Short-Term Predictions of Ocean Current Patterns with Big HF Radar Data -- Parameter-Free Outlier Scoring Algorithm Using the Acute Angle Order Difference Distance -- Improved Weighted Least Square Radiometric Calibration Based Noise and Outlier Rejection by Adjacent Comparagraph and Brightness Transfer Function -- Section 2: Application of Data Mining, Language, and Text Processing -- Fuzzy TF-IDF Weighting in Synonym for Diabetes Question and answers -- Feature Comparison for Automatic Bug Report Classification -- A Novel Three Phase Approach for Single Sample Ear Recognition -- Comparison of Thai Sentence Sentiment Tagging Methods Using Thai Sentiment Resource -- Collecting Child Psychiatry Documents of Clinical Trials from PubMed by the SVM Text Classification Method with the MATF Weighting Scheme -- Section 3: Image processing -- Instance-Based Learning for Blood Vessel Segmentation in retinal images -- Floor Projection Type Serious Game System for Lower Limb Rehabilitation Using Image Processing -- Image Processing Technique for Gender Determination from Medical Microscope Image -- Accelerate the Detection Frame Rate of YOLO Object Detection Algorithm -- Analyze Facial Expression Recognition Based on Curvelet Transform via Extreme Learning Machine -- Ensemble Model for Segmentation of Lateral Ventricles from Magnetic Resonance Imaging -- Deep Convolutional Neural Network with Edge Feature for Image Denoising -- The Combination of Different Cell Sizes of HOG with KELM for Vehicle Detection -- Section 4: Network, cloud and management -- Dynamic Data Management for an Associative P2P Memory -- Extremely Fast Neural Computation Using Tally Numeral Arithmetic -- Traceable CP-ABE for Outsourced Big Data in Cloud Storage -- A Novel Solution for Virtual Server on the Data Consistency Maintenance in Cloud Storage Systems -- Data Integration Patterns in the Context of Enterprise data management -- Evolutionary Dynamics of Service Provider Legacy Network Migration to Software Defined IPv6 Network -- Hiding Patient Injury Information in Medical Images with QR code |
| Summary |
This book presents the latest research on computer recognition systems. Over the last few years, computer scientists, engineers and users have been confronted with rapid changes in computer interfaces and in the abilities of the machines and the services available. And this is just the beginning: based on recent research findings, we can expect more significant advances and challenges in the next decade. Achievements in the area of artificial intelligence have made an important major contribution to these developments: Machine learning, natural language processing, speech recognition, image and video processing are just some of the major research and engineering directions that have made autonomous driving, language assistants, automatic translation and answering systems as well as other innovative applications such as more human-oriented interfaces possible. Thosedevelopments also reflect economic changes in the world, which are increasingly dominated by the needs of enhanced globalization, international cooperation (including its competitive aspects) and emerging global problems |
| Notes |
International conference proceedings |
|
Includes author index |
|
Print version record |
| Subject |
Computer science -- Congresses
|
|
Information technology -- Congresses
|
|
Artificial intelligence -- Congresses
|
|
Artificial intelligence
|
|
Computer science
|
|
Information technology
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Boonyopakorn, Pongsarun, editor
|
|
Meesad, Phayung, editor
|
|
Sodsee, Sunantha, editor.
|
|
Unger, Herwig, 1966- editor.
|
| ISBN |
9783030198619 |
|
3030198618 |
|
303019860X |
|
9783030198602 |
|
9783030198626 |
|
3030198626 |
|
