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10th SoICT 2019: Ha Noi, Ha Long Bay, Vietnam
- Proceedings of the Tenth International Symposium on Information and Communication Technology, Ha Noi, Ha Long Bay, Vietnam, December 4-6, 2019. ACM 2019, ISBN 978-1-4503-7245-9
AI and Big Data Analytics
- Pham Hoang Anh
, Ngo Xuan Bach, Tu Minh Phuong:
Session-Based Recommendation with Self-Attention. 1-8 - Takuya Asakura, Shunsuke Akama, Eri Shimokawara
Emotional Speech Generator by using Generative Adversarial Networks. 9-14 - Sofiane Ben Amor, Guillaume Guérard
Systemic Approach for Modeling a Generic Smart Grid. 15-22 - Hong-Ngoc Bui, Viet-Trung Tran:
A Novel Conditional Random Fields Aided Fuzzy Matching in Vietnamese Address Standardization. 23-28 - Hai Cao Manh, Huong Lê Thanh, Tuan Luu Minh:
Extractive Multi-document Summarization using K-means, Centroid-based Method, MMR, and Sentence Position. 29-35 - Mai Huong Dinh, Viet-Dung Nguyen, Van Long Truong, Phan-Thuan Do, Thanh Thao Phan, Duc-Nghia Nguyen:
Simulated Annealing for the Assembly Line Balancing Problem in the Garment Industry. 36-42 - Dinh Viet Sang, Phan Ngoc Lan:
BK.Synapse: A scalable distributed training framework for deep learning. 43-48 - Duy-An Ha, Ting-Hsuan Chen, Shyan-Ming Yuan
Unsupervised methods for Software Defect Prediction. 49-55 - Ha Nguyen Tien, Quyen The Ngo, Huyen Nguyen Thi Minh, Linh Ha My:
Rule based English-Vietnamese bilingual terminology extraction from Vietnamese documents. 56-62 - Ha-Bang Ban
Using Metaheuristic for Solving the Resource-Constrained Deliveryman Problem. 63-68 - Thi Kim Thoa Ho, Quang Vu Bui, Marc Bui:
Co-author Relationship Prediction in Bibliographic Network: A New Approach Using Geographic Factor and Latent Topic Information. 69-77 - Xuan Hung Nguyen, Lam Thu Bui, Cao Truong Tran
Clustering Method using Pareto Corner Search Evolutionary Algorithm for Objective Reduction in Many-Objective Optimization Problems. 78-84 - Asad Masood Khattak, Habib Ullah, Hassan Ali Khalid, Ammara Habib, Muhammad Zubair Asghar
Stock Market Trend Prediction using Supervised Learning. 85-91 - Tatiana Kuvshinova, Anton Khritankov:
Improving a Language Model Evaluator for Sentence Compression Without Reinforcement Learning. 92-97 - Le Nguyen Hoai Nam, Ho Thi Hoang Vy, Le Hoang My, Le Thi Tuyet Mai, Hong Tiet Gia, Ho Le Thi Kim Nhung:
An approach to improving group recommendation systems based on latent factor matrices. 98-105 - Xuan Tuan Le:
Building Face Recognition System with Triplet-based Stacked Variational Denoising Autoencoder. 106-110 - Seungjin Lee, Dongil Shin, Dongkyoo Shin:
Sensor-based Abnormal Behavior Detection Using Autoencoder. 111-117 - Minh-Tien Nguyen
Exploiting User Comments for Document Summarization with Matrix Factorization. 118-124 - Nguyen Ngoc Phien
An Efficient Method for Discovering Variable-length Motifs in Time Series based on Suffix Array. 125-131 - Quoc-Dung Nguyen
OCR Error Correction for Unconstrained Vietnamese Handwritten Text. 132-138 - Van Son Nguyen
A New Variant of Truck Scheduling for Transporting Container Problem. 139-146 - Thuy Nguyen-Thanh, Giang T. C. Tran:
Vietnamese Sentiment Analysis for Hotel Review based on Overfitting Training and Ensemble Learning. 147-153 - Philip Wootaek Shin, Jack Sampson, Vijaykrishnan Narayanan:
Context-Aware Collaborative Object Recognition For Distributed Multi Camera Time Series Data. 154-161 - Luan V. Tran, Liyue Fan, Cyrus Shahabi:
Fast Distance-based Outlier Detection in Data Streams based on Micro-clusters. 162-169 - Tran Ba Trung, Le Tien Thanh
Multifactorial Evolutionary Algorithm For Clustered Minimum Routing Cost Problem. 170-177
Network Communication and Security
- Quang Minh Bui
Minimum Graph Partition with Basis. 178-185 - Tran-Tuan Chu
NextLab: A new hybrid testbed and development platform for Software-defined Networking. 186-190 - Do Thi Thu Hien, Thanh Duc Ngo, Duy-Dinh Le, Hiroo Sekiya, Van-Hau Pham, Kien Nguyen
A Software Defined Networking Approach for Guaranteeing Delay in Wi-Fi Networks. 191-196 - Hien Do Hoang, Phan The Duy, Van-Hau Pham:
A Security-Enhanced Monitoring System for Northbound Interface in SDN using Blockchain. 197-204 - Van-Truong Nguyen, Tien-Xuyen Nguyen, Trong-Minh Hoang
A new Anomaly Traffic Detection Based on Fuzzy Logic Approach in Wireless Sensor Networks. 205-209 - Hai-Chau Le
Development of Dynamic QoT-aware Lightpath Provisioning Scheme with Flexible Advanced Reservation for Distributed Multi-domain Elastic Optical Networks. 210-215 - Phi-Le Nguyen
A Dynamic Routing Protocol for Maximizing Network Lifetime in WSNs with Holes. 216-223 - Van-Vinh Nguyen
Power-Splitting Protocol Non-Orthogonal Multiple Access (NOMA) in 5G Systems: Outage Performance. 224-228 - Jaeyeon Park, Dongil Shin, Dongkyoo Shin, Jaeyoung Lee, Hyungseok Lee:
Design and Implementation of Web Browser Secure Storage for Web Standard Authentication Based on FIDO. 229-235 - Thu A. Pham, Nga T. T. Nguyen, Ngoc T. Dang
Quantum Key Distribution over Hybrid Fiber-Wireless System for Mobile Networks. 236-241 - Pham Duy Trung, Nguyen Nhat Hai, Nguyen Thi Hong Ha:
Secure EEG-Based User Authentication System Integrated with Robust Watermarking. 242-247 - Tran Nghi Phu, Le Huy Hoang, Nguyen Ngoc Toan, Nguyen Dai Tho, Nguyen Ngoc Binh:
CFDVex: A Novel Feature Extraction Method for Detecting Cross-Architecture IoT Malware. 248-254 - Toan Pham Van, Ngoc Tran Ngo Quang
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music. 255-260 - Van Anh Trinh, Viet Cuong Trinh
One-Verifier Signature Scheme and Its Applications. 261-266 - Dung Truong, Duc Tran, Lam Nguyen, Hieu Mac, Hai Anh Tran
Detecting Web Attacks using Stacked Denoising Autoencoder and Ensemble Learning Methods. 267-272 - Ying Zhao, Junjun Chen, Di Wu
Multi-Task Network Anomaly Detection using Federated Learning. 273-279
Perception and Machine Interaction
- Dinh Viet Sang, Duong Viet Hung:
YOLOv3-VD: A sparse network for vehicle detection using variational dropout. 280-284 - Dinh Viet Sang, Le Tran Bao Cuong:
Improving CRNN with EfficientNet-like feature extractor and multi-head attention for text recognition. 285-290 - Christian Lehsing, Lukas Jünger, Klaus Bengler:
Don't Drive Me My Way: Subjective Perception of Autonomous Braking Trajectories for Pedestrian Crossings. 291-297 - Manh-Hung Lu, Thi-Oanh Nguyen
Spatio-temporal Multi-level Fusion for Human Action Recognition. 298-305 - Tatsuya Mimura, Yohei Nakada:
Quantification of Pass Plays Based on Geometric Features of Formations in Team Sports. 306-313 - Sorachi Nakazawa, Satoru Ushijima, Yohei Nakada:
An EM Algorithm based Method for Constructing Dynamic Saliency Maps considering Characteristics while Driving. 314-321 - Quang Hong Pham, Binh T. Nguyen, Nguyen Viet Cuong:
Punctuation Prediction for Vietnamese Texts Using Conditional Random Fields. 322-327 - Yusuke Sano, Yohei Nakada:
Improving Prediction of Pass Receivable Players in Basketball: Simulation-Based Approach with Kinetic Models. 328-335 - Atsuki Tamoto, Katunobu Itou:
Voice authentication by text dependent single utterance for in-car environment. 336-341 - Tran Viet Toan, Rin Nishikawa, Le Tien Thanh
Cow estrus detection with low-frequency accelerometer sensor by unsupervised learning. 342-349 - Marco Tumaini, Jiannong Cao, Milos Stojmenovic:
Unsupervised pregnancy and physical activity detection in mammals using circadian rhythms. 350-356 - Hung-Quoc Vo, Vu-Minh-Hieu Dang, Vinh-Tiep Nguyen, Duy-Dinh Le:
Noise Removal Based Query Pre-processing to Improve Face Search Performance in Large Scale Video Databases. 357-361 - Hai Vu, Xuan Huy Manh, Bach Quan Duc, Van Kien Ha, Viet Hang Dao, Phuc Binh Nguyen, Bao Long Hoang, Thanh Hai Vu:
Labelling Stomach Anatomical Locations In Upper Gastrointestinal Endoscopic Images Using a CNN. 362-369
Software Engineering and New Computing Trends
- Bui Thi Mai Anh, Nguyen Tra My, Nguyen Thi Thu Trang:
Enhanced Genetic Algorithm for Single Document Extractive Summarization. 370-376 - Le Gia Cuong, Phan Duy Hung, Nguyen Luu Bach, Ta Duc Tung:
Risk Management for Agile Projects in Offshore Vietnam. 377-384 - Nicholas J. H. Ho
Blockchain for Cyber-Physical System in Manufacturing. 385-392 - Kazuhiro Kikuma, Takeshi Yamada, Koki Sato, Kiyoshi Ueda:
Preparation Method in Automated Test Case Generation using Machine Learning. 393-398 - Duc Minh Le, Duc-Hanh Dang, Ha Thanh Vu:
jDomainApp: A Module-Based Domain-Driven Software Framework. 399-406 - Chia-Hung Liao, Ya-Wen Teng, Shyan-Ming Yuan
Blockchain-Based Cross-Organizational Integrated Platform for Issuing and Redeeming Reward Points. 407-411 - Chi-Hieu Nguyen, Khanh-Van Nguyen:
Balanced landmark-based graph partitioning with application in navigating with limited resources. 412-418 - Xuan-Tung Nguyen, Phuong-Nam Cao, Van-Quyet Nguyen, Kyungbaek Kim
A Genetic Algorithm for Large Graph Partitioning Problem. 419-424 - Viet-An Pham, Dinh-Hieu Hoang, Huy-Hoang Chung-Nguyen, Mai-Khiem Tran, Minh-Triet Tran
Privacy Preserving Visual Log Service with Temporal Interval Query using Interval Tree-based Searchable Symmetric Encryption. 425-432 - Sai Van Cuong, Maxim Shcherbakov:
PdM: A predictive maintenance modeling tool implemented as R-package and web-application. 433-440 - Toshifusa Sekizawa, Qian Chen
Recursive Gateway Allocation Combined with Self-localization and Model Checking in Mobile Ad-hoc Networks. 441-448 - Nhat-Hoa Tran:
A Specification-Based Approach to Model Checking Event-Driven Systems. 449-456 - Hoang-Viet Tran, Quang-Trung Nguyen
On Implementation of the Improved Assume-Guarantee Verification Method for Timed Systems. 457-464 - Tuan-Dat Trinh, Thi-Huong-Giang Vu
Browser Extension-based Crowdsourcing Model for Website Monitoring. 465-472 - Dang Trung Anh
Abstractive Text Summarization Using Pointer-Generator Networks With Pre-trained Word Embedding. 473-478 - Jihoon Yoo, Dongil Shin, Dongkyoo Shin:
Prediction System for Fine Particulate Matter Concentration Index by Meteorological and Air Pollution Material Factors Based on Machine Learning. 479-485
ICT Solution for E-Govermance
- Ngo Xuan Bach, Nguyen Thi Thanh Thuy, Dang Bao Chien, Trieu Khuong Duy, To Minh Hien, Tu Minh Phuong:
Reference Extraction from Vietnamese Legal Documents. 486-493 - Minh-Tri Ho, Trong-Tung Nguyen, Hieu Dao, Minh-Triet Tran
Visual Assistant for Crowdsourced Anomaly Event Recognition in Smart City. 494-501 - Giau Ho Kim, Manh Tran Cong
A Study on Batch Verification Scheme in Outsourced Encrypted Database. 502-507 - Xuan Dau Hoang, Ngoc Tuong Nguyen:
A Multi-layer Model for Website Defacement Detection. 508-513 - Ngoc-Hoa Nguyen
Toward a Deep Learning Approach for Detecting PHP Webshell. 514-521 - Binh T. Nguyen
Some Solutions for Existing Problems of the Architectural Framework for Vietnamese E-government System. 522-529
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