Recent Advances in Information and Communication Technology 2019: Proceedings of the 15th International Conference on Computing and Information Technology (IC2IT 2019)

Description

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. Those developments 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. Front Matter ....Pages i-xi Front Matter ....Pages 1-1 Dual Increment Shapelets: A Scalable Shapelet Discovery for Time Series Classification (Nattakit Vichit, Chotirat Ann Ratanamahatana)....Pages 3-14 Analyzing and Visualizing Anomalies and Events in Time Series of Network Traffic (Qinpei Zhao, Yinjia Zhang, Yang Shi, Jiangfeng Li)....Pages 15-25 The Grid-Based Spatial ARIMA Model: An Innovation for Short-Term Predictions of Ocean Current Patterns with Big HF Radar Data (Ratchanont Pongto, Nopparat Wiwattanaphon, Peerapon Lekpong, Siam Lawawirojwong, Siwapon Srisonphan, Kerk F. Kee et al.)....Pages 26-36 Parameter-Free Outlier Scoring Algorithm Using the Acute Angle Order Difference Distance (Pollaton Pumruckthum, Somjai Boonsiri, Krung Sinapiromsaran)....Pages 37-45 Improved Weighted Least Square Radiometric Calibration Based Noise and Outlier Rejection by Adjacent Comparagraph and Brightness Transfer Function (Chanchai Techawatcharapaikul, Pradit Mittrapiyanurak, Werapon Chiracharit)....Pages 46-55 Front Matter ....Pages 57-57 Fuzzy TF-IDF Weighting in Synonym for Diabetes Question and Answers (Ketsara Phetkrachang, Nichnan Kittiphattanabawon)....Pages 59-68 Feature Comparison for Automatic Bug Report Classification (Bancha Luaphol, Boonchoo Srikudkao, Tontrakant Kachai, Natthakit Srikanjanapert, Jantima Polpinij, Poramin Bheganan)....Pages 69-78 A Novel Three Phase Approach for Single Sample Ear Recognition (Nitin Kumar)....Pages 79-88 Comparison of Thai Sentence Sentiment Tagging Methods Using Thai Sentiment Resource (Kanlaya Thong-iad, Ponrudee Netisopakul)....Pages 89-98 Collecting Child Psychiatry Documents of Clinical Trials from PubMed by the SVM Text Classification Method with the MATF Weighting Scheme (Jantima Polpinij, Tontrakant Kachai, Kanyarat Nasomboon, Poramin Bheganan)....Pages 99-108 Front Matter ....Pages 109-109 Instance-Based Learning for Blood Vessel Segmentation in Retinal Images (Worapan Kusakunniran, Sarattha Kanchanapreechakorn, Kittikhun Thongkanchorn)....Pages 111-118 Floor Projection Type Serious Game System for Lower Limb Rehabilitation Using Image Processing (Kazuo Hemmi, Yuki Kondo, Takuro Tobina, Takeshi Nishimura)....Pages 119-128 Image Processing Technique for Gender Determination from Medical Microscope Image (Wichan Thumthong, Hathaichanok Chompoopuen, Pita Jaupunphol)....Pages 129-137 Accelerate the Detection Frame Rate of YOLO Object Detection Algorithm (Wattanapong Kurdthongmee)....Pages 138-147 Analyze Facial Expression Recognition Based on Curvelet Transform via Extreme Learning Machine (Sarutte Atsawaruangsuk, Tatpong Katanyukul, Pattarawit Polpinit)....Pages 148-158 Ensemble Model for Segmentation of Lateral Ventricles from 3D Magnetic Resonance Imaging (Akadej Udomchaiporn, Khitichai Lertrungwichean, Pokpakorn Klinkasen, Chawanwut Nuchprasert)....Pages 159-168 Deep Convolutional Neural Network with Edge Feature for Image Denoising (Supakorn Chupraphawan, Chotirat Ann Ratanamahatana)....Pages 169-179 The Combination of Different Cell Sizes of HOG with KELM for Vehicle Detection (Natthariya Laopracha)....Pages 180-190 Front Matter ....Pages 191-191 Dynamic Data Management for an Associative P2P Memory (Supaporn Simcharoen)....Pages 193-204 Extremely Fast Neural Computation Using Tally Numeral Arithmetic (Kosuke Imamura)....Pages 205-212 Traceable CP-ABE for Outsourced Big Data in Cloud Storage (Praveen Kumar Premkamal, Syam Kumar Pasupuleti, P. J. A. Alphonse)....Pages 213-226 A Novel Solution for Virtual Server on the Data Consistency Maintenance in Cloud Storage Systems (Van Thang Doan, Vo Quang Hoang Khang, Ha Huy Cuong Nguyen, Cong Phap Huynh, Phayung Meesad)....Pages 227-234 Data Integration Patterns in the Context of Enterprise Data Management (Roland Petrasch)....Pages 235-244 Evolutionary Dynamics of Service Provider Legacy Network Migration to Software Defined IPv6 Network (Babu R. Dawadi, Danda B. Rawat, Shashidhar R. Joshi)....Pages 245-257 Hiding Patient Injury Information in Medical Images with QR Code (Akkarat Boonyapalanant, Mahasak Ketcham, Manussawee Piyaneeranart)....Pages 258-267 Back Matter ....Pages 269-270