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11th SoICT 2022: Hanoi, Vietnam
- The 11th International Symposium on Information and Communication Technology, SoICT 2022, Hanoi, Vietnam, December 1-3, 2022. ACM 2022, ISBN 978-1-4503-9725-4
Track 1: AI Foundation and Big Data
- An Vo
, Tan Ngoc Pham
Training-Free Multi-Objective and Many-Objective Evolutionary Neural Architecture Search with Synaptic Flow. 1-8 - Luat Le Ba
Optimizing energy generation in short-term hydro unit commitment using efficiency points. 9-14 - Hidetaro Tanaka
Implementation of a RISC-V SMT Core in an AI processor. 15-22 - Yusuke Kimura
Multi-task Learning-based Text Classification with Subword-Phrase Extraction. 23-30 - The Duy Phan
Leveraging Reinforcement Learning and Generative Adversarial Networks to Craft Mutants of Windows Malware against Black-box Malware Detectors. 31-38 - Thai Bao Tran
Benchmarking Gradient Estimation Mechanisms in Evolution Strategies for Solving Black-Box Optimization Functions and Reinforcement Learning Problems. 39-46 - Anh Son Ta
Solving resource forecasting in WiFi Network by NeuralProphet. 47-51 - Kenji Fukumoto
Method for Evaluating Quality of Automatically Generated Product Descriptions. 52-58 - Asad Masood Khattak
Cross-Location Activity Recognition using Adversarial Learning. 59-65 - Khoa Nguyen
Random Generative Adversarial Networks. 66-73 - Taehoon Kim
A Shape of Geo-tagged Media Bias in COVID-19 Related Twitter. 74-81 - Anton Agafonov
An Experiment on Localization of Ontology Concepts in Deep Convolutional Neural Networks. 82-87 - Futo Yamamoto
Methods of Calculating Usefulness Ratings of Behavioral Facilitation Tweets in Disaster Situations. 88-95 - Linh Trinh
An incorporation of deep temporal convolutional networks with hidden markov models post-processing for sensor-based human activity recognition. 96-102 - Thu Hang Phung
Unsupervised Air Quality Interpolation with Attentive Graph Neural Network. 103-110 - Kazuhiro Ito
Identifying A Target Scope of Complaints on Social Media. 111-118 - Van Duc Khuat
A Study on Machine Learning Based Gene Selection for Pediatric Sepsis Classification. 119-125 - Nguyen Thi My Binh
Investigate Evolutionary Strategies for Black-box Attacks to Deepfake Forensic Systems. 126-133
Track 2: Network Communication and Security
- Nguyen Bac Trinh
Leveraging Deep Learning Image Classifiers for Visual Similarity-based Phishing Website Detection. 134-141 - Do Thi Thu Hien
A Method of Mutating Windows Malwares using Reinforcement Learning with Functionality Preservation. 142-149 - Nam-Thang Hoang
Knowledge-defined Heterogeneous Network: Use-case of QoS-based Server and Route Selection in Large-scale Network. 150-157 - Khanh Nguyen Quoc
Detecting DGA Botnet based on Malware Behavior Analysis. 158-164 - Thi-Huong-Giang Vu
Assessing web security risks using dynamic Bayesian network. 165-172 - Tu Nguyen
An LSTM-based Approach for Predicting Resource Utilization in Cloud Computing. 173-179 - Thi-Mien Nguyen
Performance Analysis of Short-Packet Communications in Multi-RIS-based Uplink Systems. 180-185 - Thanh Nguyen Tien
Decision graph for timely delivery of multi-AGVs in healthcare environment. 186-192 - Minh Hai Vu
An Empirical Study of MPQUIC Schedulers in Mobile Wireless Networks. 193-200 - Papa Bara Diakhate
Experimental Evaluation of Multiple Multipath Schedulers over Various Urban Mobile Environments. 201-207 - Hoang V. Vo
Leveraging AI-Driven Realtime Intrusion Detection by Using WGAN and XGBoost. 208-215
Track 3: Image and Natural Language Processing
- Cong-Phuoc Phan
COVID-19 Deep Clustering: An Ontology construction clustering method with dynamic medical labeling. 216-222 - Minh-Hieu Huynh
Sports Visual Data Analysis with Deep Vision. 223-230 - Anh Duc Nguyen
EnsFace: An Ensemble Method of Deep Convolutional Neural Networks with Novel Effective Loss Functions for Face Recognition. 231-238 - Quang-Tien Pham
A study on skeleton-based action recognition and its application to physical exercise recognition. 239-246 - Nhu Khoa Nguyen
Utilizing Keywords Evolution in Context for Emerging Trend Detection in Scientific Publications. 247-253 - Hai Vu
A robust and high-performance neural network for classifying landmarks in upper gastrointestinal endoscopy images. 254-261 - Anh Le
An integration of Pseudo Anomalies and Memory Augmented Autoencoder for Video Anomaly Detection. 262-269 - Quang Tien Duong
Improving Self-supervised Audio Representation based on Contrastive Learning with Conformer Encoder. 270-275 - Hanh Pham Van
Improving Khmer-Vietnamese Machine Translation with Data Augmentation methods. 276-282 - Namal Rathnayake
Designing and Implementation of Novel Ensemble model based on ANFIS and Gradient Boosting methods for Hand Gestures Classification. 283-289 - Huu Hiep Nguyen
Intent Detection and Slot Filling with Low Resource and Domain. 290-294 - Anna Scius-Bertrand
Retrieving Keywords in Historical Vietnamese Stele Images Without Human Annotations. 295-301 - Tri Le
Motion Embedded Image: A combination of spatial and temporal features for action recognition. 302-308 - Tuan Linh Dang
Prototype of a parking system with path recommendation. 309-316 - Thuong Nguyen Canh
Error Resilient Deep Compressive Sensing. 317-321 - Sang Dinh Viet
Incremental Boundary Refinement using Self Axial Reverse Attention and Uncertainty-aware Gate for Colon Polyp Segmentation. 322-328 - Cong Tran
Improving text recognition by combining visual and linguistic features of text. 329-335
Track 4: Software Engineering and Digital Technology Trends
- Nhat-Hoa Tran
Model Checking Techniques Enable Schedulability Analysis of Real-Time Systems. 336-343 - Duc Minh Le
Generating Multi-platform Single Page Applications: A Hierarchical Domain-Driven Design Approach. 344-351 - Anh T. V. Nguyen
Automatic Stub Generation for Dynamic Symbolic Execution of ARM binary. 352-359 - Anh Ho
Combining Deep Learning and Kernel PCA for Software Defect Prediction. 360-367 - Binh Nguyen Thanh, Minh Nguyen N. H., Hanh Le Thi My, Binh Nguyen Thanh:
ml-Codesmell: A code smell prediction dataset for machine learning approaches. 368-374 - Thi-Thu-Trang Do
Query-based Performance Comparison of Graph Database and Relational Database. 375-381 - Thi-Huong-Giang Vu
An improved NSGA-II based-on project scheduling principles for workforce scheduling optimization in warehouse. 382-389 - Van-Quyet Nguyen
Big Data Knowledge Acquisition Platform for Smart Farming. 390-397 - Le Danh Tai
Blockmarking: Hybrid model of blockchain and watermarking technique for copyright protection. 398-404 - Viet-Bang Pham
Analysis Model for Decentralized Lending Protocols. 405-412 - Bui Quoc Trung
Empirical Analysis of Filter Feature Selection Criteria on Financial Datasets. 413-419 - Ba-Lam Do
B4E: A System for Creating and Validating Digital Credentials using Remote Signing and Blockchain. 420-426 - Thanh-Chung Dao
V-Endpoint: Decentralized Endpoint for Blockchain Applications Based on Spark and Byzantine Consensus. 427-434 - Luyen Ngan Van
A Privacy-Preserving Approach For Building Learning Models in Smart Healthcare using Blockchain and Federated Learning. 435-441 - Phuong N. H. Pham, Quy T. N. Co, Anh N. Su, Phuong T. Pham, Canh V. Pham, Václav Snásel:
k-Submodular Cover Problem: Application and Algorithms. 442-449
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