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ORCID11th 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, Van Bich Nguyen, Ngoc Hoang Luong:
Training-Free Multi-Objective and Many-Objective Evolutionary Neural Architecture Search with Synaptic Flow. 1-8 - Luat Le Ba, Bach Do Viet, Hoang Ha Minh, Giang Pham Hoang:
Optimizing energy generation in short-term hydro unit commitment using efficiency points. 9-14 - Hidetaro Tanaka, Tomoaki Tanaka, Ryosuke Higashi, Tsutomu Sekibe, Shuichi Takada, Hironori Nakajo:
Implementation of a RISC-V SMT Core in an AI processor. 15-22 - Yusuke Kimura, Takahiro Komamizu, Kenji Hatano:
Multi-task Learning-based Text Classification with Subword-Phrase Extraction. 23-30 - The Duy Phan, Tran Duc Luong, Nguyen Hoang Quoc An, Quyen Nguyen Huu, Nghi Hoang Khoa, Van-Hau Pham:
Leveraging Reinforcement Learning and Generative Adversarial Networks to Craft Mutants of Windows Malware against Black-box Malware Detectors. 31-38 - Thai Bao Tran, Ngoc Hoang Luong:
Benchmarking Gradient Estimation Mechanisms in Evolution Strategies for Solving Black-Box Optimization Functions and Reinforcement Learning Problems. 39-46 - Anh Son Ta, Ngoc Bach Pham:
Solving resource forecasting in WiFi Network by NeuralProphet. 47-51 - Kenji Fukumoto, Risa Takeuchi, Akiyo Nadamoto:
Method for Evaluating Quality of Automatically Generated Product Descriptions. 52-58 - Asad Masood Khattak, Adil Khan:
Cross-Location Activity Recognition using Adversarial Learning. 59-65 - Khoa Nguyen, Nghia Vu, Dung Nguyen, Khoat Than:
Random Generative Adversarial Networks. 66-73 - Taehoon Kim, Yijun Duan, Kyoung-Sook Kim:
A Shape of Geo-tagged Media Bias in COVID-19 Related Twitter. 74-81 - Anton Agafonov, Andrew Ponomarev:
An Experiment on Localization of Ontology Concepts in Deep Convolutional Neural Networks. 82-87 - Futo Yamamoto, Tadahiko Kumamoto, Yu Suzuki, Akiyo Nadamoto:
Methods of Calculating Usefulness Ratings of Behavioral Facilitation Tweets in Disaster Situations. 88-95 - Linh Trinh, Bach Ha:
An incorporation of deep temporal convolutional networks with hidden markov models post-processing for sensor-based human activity recognition. 96-102 - Thu Hang Phung, Duc Long Nguyen, Viet Hung Vu, Thanh Trung Huynh, Thanh Hung Nguyen, Phi Le Nguyen:
Unsupervised Air Quality Interpolation with Attentive Graph Neural Network. 103-110 - Kazuhiro Ito, Taichi Murayama, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki:
Identifying A Target Scope of Complaints on Social Media. 111-118 - Van Duc Khuat, Tuan Anh Tran, Minh Tuan Nguyen, Hai-Chau Le:
A Study on Machine Learning Based Gene Selection for Pediatric Sepsis Classification. 119-125 - Nguyen Thi My Binh, Dao Hoang Long, Nguyen Hong Ngoc, Huynh Thi Thanh Binh, Nguyen Khanh Phuong:
Investigate Evolutionary Strategies for Black-box Attacks to Deepfake Forensic Systems. 126-133
Track 2: Network Communication and Security
- Nguyen Bac Trinh, The Duy Phan, Van-Hau Pham:
Leveraging Deep Learning Image Classifiers for Visual Similarity-based Phishing Website Detection. 134-141 - Do Thi Thu Hien, The Duy Phan, Hao Le Anh, Lan Nguyen Duy, Nghi Hoang Khoa, Van-Hau Pham:
A Method of Mutating Windows Malwares using Reinforcement Learning with Functionality Preservation. 142-149 - Nam-Thang Hoang, Cong-Son Duong, Tran-Le-Tuan Nguyen, Van Tong, Hai Anh Tran:
Knowledge-defined Heterogeneous Network: Use-case of QoS-based Server and Route Selection in Large-scale Network. 150-157 - Khanh Nguyen Quoc, Tung Bui, Dong Le, Duc Tran, Toan Nguyen, Huu Trung Nguyen Nguyen:
Detecting DGA Botnet based on Malware Behavior Analysis. 158-164 - Thi-Huong-Giang Vu, Trung-Hieu Hoang, Manh-Tuan Nguyen:
Assessing web security risks using dynamic Bayesian network. 165-172 - Tu Nguyen, Tri Do, Khanh Le, Seungkyu Go, Sunghyun Na, Dukyun Kim, Duc Tran:
An LSTM-based Approach for Predicting Resource Utilization in Cloud Computing. 173-179 - Thi-Mien Nguyen, Linh T. Nguyen, Khac-Tuan Nguyen, Hai-Chau Le:
Performance Analysis of Short-Packet Communications in Multi-RIS-based Uplink Systems. 180-185 - Thanh Nguyen Tien, Khanh-Van Nguyen:
Decision graph for timely delivery of multi-AGVs in healthcare environment. 186-192 - Minh Hai Vu, Giang T. T. Nguyen, Hai Dang Tran, Thanh Trung Nguyen, Phan-Thuan Do, Phi Le Nguyen, Kien Nguyen:
An Empirical Study of MPQUIC Schedulers in Mobile Wireless Networks. 193-200 - Papa Bara Diakhate, Tran-Tuan Chu, Mohamed Aymen Labiod, Brice Augustin, Hai Anh Tran, Abdelhamid Mellouk:
Experimental Evaluation of Multiple Multipath Schedulers over Various Urban Mobile Environments. 201-207 - Hoang V. Vo, Duong H. Nguyen, Tuyen T. Nguyen, Hoa Ngoc Nguyen, Duan V. Nguyen:
Leveraging AI-Driven Realtime Intrusion Detection by Using WGAN and XGBoost. 208-215
Track 3: Image and Natural Language Processing
- Cong-Phuoc Phan, Jung-Hsien Chiang:
COVID-19 Deep Clustering: An Ontology construction clustering method with dynamic medical labeling. 216-222 - Minh-Hieu Huynh, Bao Bui-Xuan, Minh-Triet Tran:
Sports Visual Data Analysis with Deep Vision. 223-230 - Anh Duc Nguyen, Dat Trong Nguyen, Hanh Phuong Du, Hai Nam Dao Ngoc, Hoa Ngoc Nguyen:
EnsFace: An Ensemble Method of Deep Convolutional Neural Networks with Novel Effective Loss Functions for Face Recognition. 231-238 - Quang-Tien Pham, Duc-Anh Nguyen, Tien-Thanh Nguyen, Thanh Nam Nguyen, Duy-Tung Nguyen, Dinh-Tan Pham, Thanh-Hai Tran, Thi-Lan Le, Hai Vu:
A study on skeleton-based action recognition and its application to physical exercise recognition. 239-246 - Nhu Khoa Nguyen, Emanuela Boros, Gaël Lejeune, Antoine Doucet, Thierry Delahaut:
Utilizing Keywords Evolution in Context for Emerging Trend Detection in Scientific Publications. 247-253 - Hai Vu, Cong Nguyen Xuan, Minh Nghia Le, Duc Anh Nguyen, Viet Hang Dao:
A robust and high-performance neural network for classifying landmarks in upper gastrointestinal endoscopy images. 254-261 - Anh Le, Quang Uy Nguyen, Ngoc Tran Nguyen, Hai-Hong Phan, Thi Huong Chu:
An integration of Pseudo Anomalies and Memory Augmented Autoencoder for Video Anomaly Detection. 262-269 - Quang Tien Duong, Duc Huy Nguyen, Bao Thang Ta, Nhat Minh Le, Van Hai Do:
Improving Self-supervised Audio Representation based on Contrastive Learning with Conformer Encoder. 270-275 - Hanh Pham Van, Huong Le Thanh:
Improving Khmer-Vietnamese Machine Translation with Data Augmentation methods. 276-282 - Namal Rathnayake, Tuan Linh Dang, Yukinobu Hoshino:
Designing and Implementation of Novel Ensemble model based on ANFIS and Gradient Boosting methods for Hand Gestures Classification. 283-289 - Huu Hiep Nguyen, Ngoc Dung Nguyen, Khac-Hoai Nam Bui:
Intent Detection and Slot Filling with Low Resource and Domain. 290-294 - Anna Scius-Bertrand, Andreas Fischer, Marc Bui:
Retrieving Keywords in Historical Vietnamese Stele Images Without Human Annotations. 295-301 - Tri Le, Nham Huynh-Duc, Chung Thai Nguyen, Minh-Triet Tran:
Motion Embedded Image: A combination of spatial and temporal features for action recognition. 302-308 - Tuan Linh Dang, Sy Dat Tran, Thuy Ha Hoang, Trong Nghia Nguyen, Tuan Minh Vu:
Prototype of a parking system with path recommendation. 309-316 - Thuong Nguyen Canh, Trinh Van Chien, Quyet Bui Van:
Error Resilient Deep Compressive Sensing. 317-321 - Sang Dinh Viet, Quang Do Duy:
Incremental Boundary Refinement using Self Axial Reverse Attention and Uncertainty-aware Gate for Colon Polyp Segmentation. 322-328 - Cong Tran, Khanh Nguyen Trong, Cuong Pham, Dat Tran-Anh, Tien Nguyen-Thi-Tan:
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, Anh Phuong Nguyen, Linh Quang Tran, Hong Thi Le, Hai Van-Anh Tong:
Generating Multi-platform Single Page Applications: A Hierarchical Domain-Driven Design Approach. 344-351 - Anh T. V. Nguyen, Mizuhito Ogawa:
Automatic Stub Generation for Dynamic Symbolic Execution of ARM binary. 352-359 - Anh Ho, Nguyen Nhat Hai, Bui Thi Mai Anh:
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, Thai-Bao Mai-Hoang, Van-Quyet Nguyen, Quyet-Thang Huynh:
Query-based Performance Comparison of Graph Database and Relational Database. 375-381 - Thi-Huong-Giang Vu, Thi-Hong-Anh Nguyen:
An improved NSGA-II based-on project scheduling principles for workforce scheduling optimization in warehouse. 382-389 - Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim:
Big Data Knowledge Acquisition Platform for Smart Farming. 390-397 - Le Danh Tai, Nguyen Van Thanh, Ta Minh Thanh:
Blockmarking: Hybrid model of blockchain and watermarking technique for copyright protection. 398-404 - Viet-Bang Pham, Tuan-Dat Trinh:
Analysis Model for Decentralized Lending Protocols. 405-412 - Bui Quoc Trung, Tran Van Tri, Bui Thi Mai Anh:
Empirical Analysis of Filter Feature Selection Criteria on Financial Datasets. 413-419 - Ba-Lam Do, Hoang-Nam Dinh, Van-Thanh Nguyen, Manh-Hung Tran, Thanh-Long Le, Viet-Thang Nghiem:
B4E: A System for Creating and Validating Digital Credentials using Remote Signing and Blockchain. 420-426 - Thanh-Chung Dao, Duc Pham, Tien-Thao Nguyen, Ba-Lam Do, Binh Minh Nguyen:
V-Endpoint: Decentralized Endpoint for Blockchain Applications Based on Spark and Byzantine Consensus. 427-434 - Luyen Ngan Van, Anh Hoang Tuan, Duy Phan The, Tan-Khoa Vo, Van-Hau Pham:
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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