FDSE - researchr conference series publications

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 100 from 441

2023

Using Transformer Technique for Intrusion DetectionQuang-Vinh Dang 0001. fdse 2023: 184-196 [doi]

Maintenance Algorithms for 0-Complete Trees with Improved Space UtilizationH. K. Dai 0001, K. Furusawa. fdse 2023: 49-63 [doi]

Removal of Various Noise Types and Voice-Based Gender Classification for Dubbed VideosHai Thanh Nguyen 0003, Toan Khanh Do, Khoa Viet Le, Tong Thanh Nguyen, Huong Hoang Luong. fdse 2023: 92-103 [doi]

Multiple Vehicles Detection and Tracking Using Ground and Aerial Images for Vehicular Management SystemSardar Jaffar Ali, Muhammad Omer, Syed Muhammad Raza, Hyunseung Choo. fdse 2023: 564-571 [doi]

Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications - 10th International Conference, FDSE 2023, Da Nang, Vietnam, November 22-24, 2023, ProceedingsTran Khanh Dang, Josef Küng, Tai M. Chung, editors, Volume 1925 of Communications in Computer and Information Science, Springer, 2023. [doi]

An Enhanced Incentive Mechanism for Crowdsourced Federated Learning Based on Contract Theory and Shapley ValueTran Khanh Dang, Phat T. Tran Truong, Nguyen Thi Huyen Trang. fdse 2023: 18-33 [doi]

Differential Privacy for Consumer Data in Retail Data PartnershipsTran Khanh Dang, Lai Trung Minh Duc. fdse 2023: 171-183 [doi]

BERT-Based Sentence Recommendation for Building Vietnamese Universal Dependency TreebankTuyen Thi-Thanh Do. fdse 2023: 390-402 [doi]

Digital Transformation Insights from an AI Solution in Search of a ProblemRichard Michael Dreyling, Tanel Tammet, Ingrid Pappel. fdse 2023: 341-351 [doi]

Session-Based Recommendation System Approach for Predicting Learning PerformanceNguyen Xuan Ha Giang, Lam Thanh Toan, Nguyen Thai-Nghe. fdse 2023: 312-327 [doi]

Differential Privacy Under Membership Inference AttacksTrung Ha, Trang Vo, Tran Khanh Dang, Nguyen Thi Huyen Trang. fdse 2023: 255-269 [doi]

Web Browsers' Support for Managing Cookies. An Experiment ReportNgoc Chau Lam, Manuel Clavel. fdse 2023: 135-152 [doi]

A Dataset of Vietnamese Documents for Text DetectionAnh Le, Dang Tran Hai Mai, Thanh Lam. fdse 2023: 418-429 [doi]

Robust and Accurate Automatic License Plate Recognition SystemAnh Le, Dung Pham, Thanh Lam. fdse 2023: 590-597 [doi]

Attention Models and Image Pre-processing for Covid-19 Detection Based on Lung Ultrasound ImagesHoa Thanh Le, Linh Nguyen, Thao Danh Nguyen. fdse 2023: 456-470 [doi]

Feature Fool Exploitation for Lightweight Anomaly Detection in Respiratory SoundKim-Ngoc Thi Le, Sammy Yap Xiang Bang, Duc Tai Le, Hyunseung Choo. fdse 2023: 556-563 [doi]

Robust Vietnam's Motorcycle License Plate Detection and Recognition Using Deep Learning ModelDuc-Hoa Le, Debarshi Mazumder, Luyl-Da Quach, Shreya Banerjee, Vinh Dinh Nguyen. fdse 2023: 64-75 [doi]

Utilizing InfoGAN and PE Header Features for Synthetic Ransomware Image Generation: An Experimental StudyViet Trung Le, Phuc Hao Do, Sylvestre Uwizeyemungu, Thang Le Dinh, Duc Tran Le. fdse 2023: 226-239 [doi]

A Digital Therapeutics System for the Diagnosis and Management of Depression: Work in ProgressYongho Lee, Vinh Pham, Jieming Zhang, Tai-Myoung Chung. fdse 2023: 381-389 [doi]

Structuring of Discourse and Annotation Method for Contribution Assessment in Collaborative DiscussionsTakeshi Masuda, Hiroo Hirose, Takeshi Tsuchiya. fdse 2023: 76-91 [doi]

Enhancing Detection of Daily-Used Face Swap Applications by Using Focused Landmark AnalysisMinh-Khoi Nguyen-Nhat, Trung-Truc Huynh-Ngo, Minh-Triet Tran, Trong-Le Do. fdse 2023: 240-254 [doi]

Exploring Links Between Personality Traits and Environmental Attitudes with GreenBig5 SystemBinh Thanh Nguyen, Bao Chung Hoang, Loc Nguyen Tien, Binh Ton That, Huy Truong Dinh. fdse 2023: 289-299 [doi]

LAVETTES: Large-scAle-dataset Vietnamese ExTractive TExt Summarization ModelsTi-Hon Nguyen, Thanh Ma, Thanh-Nghi Do. fdse 2023: 273-288 [doi]

Apply Multivariate Time Series Approaches for Forecasting Vietnam Index 30Noi Thanh Nguyen, Huy Quang Vo, Nhut Minh Nguyen, Thuan Dinh Nguyen. fdse 2023: 104-117 [doi]

A Siamese-Based Approach for Network Intrusion Detection Systems in Software-Defined NetworksDinh Hoang Nguyen, Nam-Khanh Tran, Nhien-An Le-Khac. fdse 2023: 199-211 [doi]

Deep Learning Techniques for Segmenting Breast Lesion Regions and Classifying Mammography ImagesNam V. Nguyen, Hieu Trung Huynh, Phuc-Lu Le. fdse 2023: 471-483 [doi]

Evaluate the Efficiency of Hybrid Model Based on Convolutional Neural Network and Long Short-Term Memory in Information Technology Job Graph NetworkNguyen Minh Nhut, Dang Minh Quan, Le Mai Duy Khanh, Nguyen Dinh Thuan. fdse 2023: 403-417 [doi]

Comparing Performance of Linear Regression Models Trained on Systematic Forest Measurement Datasets to Predict Diameter at Breast HeightBalint Pataki, Kinga Nagy, Binh Thanh Nguyen. fdse 2023: 513-527 [doi]

Personalized Stress Detection System Using Physiological Data from Wearable SensorsVinh Pham, Yongho Lee, Tai-Myoung Chung. fdse 2023: 433-441 [doi]

Vision Transformer for Kidney Stone DetectionAnh-Cang Phan, Hung-Phi Cao, Thuong-Cang Phan, Ngoc-Hoang-Quyen Nguyen, Thanh-Ngoan Trieu. fdse 2023: 442-455 [doi]

Breast Cancer Classification on Mammograms Using Vision TransformerThuong-Cang Phan, Anh-Cang Phan, Thanh-Ngoan Trieu. fdse 2023: 500-512 [doi]

Detection and Segmentation of Brain Tumors on 3D MR Images Using 3D U-NetThuong-Cang Phan, Anh-Cang Phan, Khac-Tuong Nguyen, Ho-Dat Tran. fdse 2023: 528-541 [doi]

Towards Automating Semantic Relationship Awareness in Operational Technology MonitoringWieland Schwinger, Elisabeth Kapsammer, Werner Retschitzegger, Birgit Pröll, David Graf, Norbert Baumgartner, Johannes Schönböck, H. Zaunmair. fdse 2023: 545-555 [doi]

Deep Learning Approach for Tomato Leaf Disease DetectionNguyen Thai-Nghe, Tran Khanh Dong, Hoang Xuan Tri, Nguyen Chi-Ngon. fdse 2023: 572-579 [doi]

Community Detection for Personalized Learning Pathway Recommendations on IT E-Learning SystemNguyen Dinh Thuan, Tran Man Quan, Dang Nguyen Phuoc An, Nguyen Minh Nhut. fdse 2023: 598-605 [doi]

Invasive Ductal Carcinoma Classification from Whole Slide Image Based on BRISQUE and Convolutional Neural NetworksLe Nhi Lam Thuy, Vu Ngoc Thanh Sang, Pham The Bao, Tan Dat Trinh. fdse 2023: 580-589 [doi]

Improving Warped Planar Object Detection Network for Automatic License Plate RecognitionNguyen Dinh Tra, Nguyen Cong Tri, Phan Duy Hung. fdse 2023: 606-612 [doi]

Improving Human Resources' Efficiency with a Generative AI-Based Resume Analysis SolutionThanh-Tung Tran, Truong-Giang Nguyen, Thai Hoa Dang, Yuta Yoshinaga. fdse 2023: 352-365 [doi]

LORAP: Local Deep Neural Network for Solar Radiation PredictionThanh-Tri Trang, Thanh Ma, Thanh-Nghi Do. fdse 2023: 366-380 [doi]

An Efficient Machine Learning-Based Web Application Firewall with Deep Automated Pattern CategorizationCong-Vu Trinh, Thien-Thanh Le, Minh-Khoi Le-Nguyen, Dinh-Thuan Le, Van Hoa Nguyen, Khuong Nguyen-An. fdse 2023: 212-225 [doi]

Efficient Mining of Top-K Cross-Level High Utility ItemsetsNguyen Tuan Truong, Nguyen Khac Tue, Nguyen Duc Chinh, Le Dinh Huynh, Vu Thu Diep, Phan Duy Hung. fdse 2023: 118-131 [doi]

Study on Web Based Virtualized Containers for Software Development Lectures in BYODTakeshi Tsuchiya, Masami Matsunaga, Hiroo Hirose, Tetsuyasu Yamada, Hiroshi Ichikawa, Quang Tran Minh 0001. fdse 2023: 300-311 [doi]

Three-Dimensional Visualization of Legal Acts: Concept and PrototypeErmo Täks, Helina Kruuk, Dirk Draheim. fdse 2023: 3-17 [doi]

Authenticating Parties in Blockchain-Enabled Inter-Organizational Processes with Configurable Challenge-SetsChibuzor Udokwu, Stefan Craß, Alex Norta. fdse 2023: 153-170 [doi]

Biggest Margin Tree for the Multi-class ClassificationTri-Thuc Vo, Thanh-Nghi Do. fdse 2023: 34-48 [doi]

A Fuzzy Logic Model for Digital Transformation Assessment of Vietnamese Higher Education InstitutionsBach Hoang Xuan, An Nguyen Van. fdse 2023: 328-340 [doi]

Development of a Handwriting Drawings Assessment System for Early Parkinson's Disease Identification with Deep Learning MethodsJieming Zhang, Yongho Lee, Tai-Myoung Chung, Hogun Park. fdse 2023: 484-499 [doi]

2022

Enhancing Obfuscated Malware Detection with Machine Learning TechniquesQuang-Vinh Dang 0001. fdse 2022: 731-738 [doi]

Detecting Intrusion Using Multiple Datasets in Software-Defined NetworksQuang-Vinh Dang 0001. fdse 2022: 739-746 [doi]

Improving the Storage Utilization of 0-Complete Trees as Index StructuresH. K. Dai 0001, K. Furusawa. fdse 2022: 88-102 [doi]

Shape of Pill Recognition Using Mask R-CNNNguyen Hoang An, Le Nhi Lam Thuy, Pham The Bao. fdse 2022: 755-762 [doi]

A Secure Framework for Internet of Medical Things Security Based System Using Lightweight Cryptography Enabled BlockchainJoseph Bamidele Awotunde, Sanjay Misra, Quoc Trung Pham. fdse 2022: 258-272 [doi]

An Enhanced Diabetes Mellitus Prediction Using Feature Selection-Based Type-2 Fuzzy ModelJoseph Bamidele Awotunde, Sanjay Misra, Quoc Trung Pham. fdse 2022: 625-639 [doi]

Predicting Loan Repayment Using a Hybrid of Genetic Algorithms, Logistic Regression, and Artificial Neural NetworksPham Thanh Binh, Nguyen Dinh Thuan. fdse 2022: 161-175 [doi]

Image Denoising Using Fully Connected Network with Reinforcement LearningPhuoc-Nguyen Bui, Van Vi Vo, Duc Tai Le, Hyunseung Choo. fdse 2022: 667-673 [doi]

Towards a Foundation of Web3Ahto Buldas, Dirk Draheim, Mike Gault, Märt Saarepera. fdse 2022: 3-18 [doi]

Secure and Efficient Implementation of Electronic MoneyAhto Buldas, Dirk Draheim, Märt Saarepera. fdse 2022: 34-51 [doi]

Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications - 9th International Conference, FDSE 2022, Ho Chi Minh City, Vietnam, November 23-25, 2022, ProceedingsTran Khanh Dang, Josef Küng, Tai M. Chung, editors, Volume 1688 of Communications in Computer and Information Science, Springer, 2022. [doi]

ImageNet Challenging Classification with the Raspberry Pis: A Federated Learning Algorithm of Local Stochastic Gradient Descent ModelsThanh-Nghi Do, Minh Thu Tran Nguyen. fdse 2022: 131-144 [doi]

Vietnamese Text's Writing Styles Based Authorship Identification ModelKhoa Dang Dong, Dang Tuan Nguyen. fdse 2022: 347-361 [doi]

Artificial Intelligence Use in e-Government Services: A Systematic Interdisciplinary Literature ReviewRichard Michael Dreyling, Tanel Tammet, Ingrid Pappel. fdse 2022: 547-559 [doi]

84 Birds Classification Using Transfer Learning and EfficientNetB2Hoa Le Duc, Tin Tang Minh, Khanh Vo Hong, Huong Luong Hoang. fdse 2022: 698-705 [doi]

Managing the Quality of Data and Metadata for BiobanksJohann Eder, Volodymyr A. Shekhovtsov. fdse 2022: 52-69 [doi]

Performance Evaluation of Regular Decomposition and Benchmark Clustering MethodsLaura Haryo, Reza Pulungan. fdse 2022: 176-191 [doi]

Lung and Colon Tumor Classification Based on Transfer Learning-Based TechniquesTrinh Huy Hoang, Nguyen Thanh Binh 0001, Vy Van, Nguyen Quang Tan. fdse 2022: 614-624 [doi]

On the Feasibility of Machine Learning Models for Customer Spending Prediction ProblemKhang Nguyen Hoang, Long Bui Thanh, Tien Nguyen Thi Thuy, Cuong Nguyen Quoc, Tran Tri Dang. fdse 2022: 517-531 [doi]

Implement the Data Conversion System by Using α-Lightweight Coreset for Validation ProcessNguyen Le Hoang, Tran Khanh Dang, Thai San Dang. fdse 2022: 103-118 [doi]

Poses Classification in a Taekwondo Lesson Using Skeleton Data Extracted from Videos with Shallow and Deep Learning ArchitecturesHa Thanh Thi Hoang, Chau Ngoc Ha, Dat Tien Nguyen, Truong Nhat Nguyen, Tuyet Ngoc Huynh, Tai Tan Phan, Hai Thanh Nguyen. fdse 2022: 447-461 [doi]

Security and Privacy Issues and Solutions in Federated Learning for Digital HealthcareHyejun Jeong, Tai-Myoung Chung. fdse 2022: 316-331 [doi]

Capacity Building in Government: Towards Developing a Standard for a Functional Specialist in AI for Public ServicesAlena Labanava, Richard Michael Dreyling, Marzia Mortati, Innar Liiv, Ingrid Pappel. fdse 2022: 503-516 [doi]

Detecting Exams Fraud Using Transfer Learning and Fine-Tuning for ResNet50Huong Hoang Luong, Toan Tran Khanh, Minh Doan Ngoc, Minh Ho Kha, Khang Thuong Duy, Tho Tieu Anh. fdse 2022: 747-754 [doi]

Signature Algorithms on Non-commutative Algebras Over Finite Fields of Characteristic TwoDuong Thu May, Do ThiBac, Nguyen Hieu Minh, A. A. Kurysheva, A. A. Kostina, Dmitriy Nikolaevich Moldovyan. fdse 2022: 273-284 [doi]

Applying Artificial Intelligence to Plan Flight Paths for Aircraft at Subsonic SpeedsNguyen Dang Minh, Nguyen Khac Diep, Pham Tuan Anh. fdse 2022: 489-502 [doi]

Authorization and Access Control for Different Database Models: Requirements and Current State of the ArtAya Mohamed, Dagmar Auer, Daniel Hofer, Josef Küng. fdse 2022: 225-239 [doi]

A Hierarchical Deterministic Wallet Using Ed25519 Digital Signature SchemeThang Nguyen-Dinh, Thanh-Phuong Nguyenn, Tu Phan, Khuong Nguyen-An. fdse 2022: 240-257 [doi]

Face Recognition Based on Deep Learning and Data AugmentationLam Duc Vu Nguyen, Van Van Chau, Sinh Van Nguyen. fdse 2022: 560-573 [doi]

Deep Hybrid Models for Forecasting Stock Midprices from the High-Frequency Limit Order BookDuc-Phu Nguyen, Nhat-Tan Le, Tien-Thinh Nguyen, Thanh Phuong Nguyen, Tien-Duc Van, Son-Tu Phan, Khuong Nguyen-An. fdse 2022: 393-406 [doi]

Towards an Attention-Based Threat Detection System for IoT NetworksThanh-Nhan Nguyen, Khanh-Mai Dang, Anh Duy Tran, Kim Hung Le. fdse 2022: 301-315 [doi]

Comparison of Health Indicators Construction for Concrete Structure Using Acoustic Emission Hit and Kullback-Leibler DivergenceTuan-Khai Nguyen, Zahoor Ahmad, Jong Myon Kim. fdse 2022: 603-613 [doi]

Analysis of a New Practical SPN-Based Scheme in the Luby-Rackoff ModelCuong Nguyen, Anh Nguyen, Long Nguyen, Phong Trieu, Lai Tran. fdse 2022: 210-224 [doi]

An Approach for Similarity Vietnamese Documents Detection from English DocumentsHai Thanh Nguyen, Anh Duy Le, Nguyen Thai-Nghe, Tran Thanh Dien. fdse 2022: 574-587 [doi]

An Approach to Hummed-tune and Song Sequences MatchingBao Loc Pham, Huong Hoang Luong, Thien Phu Tran, Hoang Phuc Ngo, Hoang Vi Nguyen, Thinh Nguyen. fdse 2022: 690-697 [doi]

Lung Lesions Segmentation and Classification with Deep Neural NetworksThuong-Cang Phan, Anh-Cang Phan, Quoc-Thinh Tran, Thanh-Ngoan Trieu. fdse 2022: 653-664 [doi]

Covid-19 Detection Based on Lung Lesion Signs in Big Data Processing EnvironmentThuong-Cang Phan, Anh-Cang Phan, Thi-Kim-Ngan Tran, Thanh-Ngoan Trieu. fdse 2022: 145-160 [doi]

Deep Models for Mispronounce Prediction for Vietnamese Learners of EnglishTrang Phung, Duc Quang Vu, Ha Mai Tan, Le Thi Nhung. fdse 2022: 682-689 [doi]

Combine Clasification Algorithm and Centernet Model to Predict Trafic DensityVu Le Quynh Phuong, Nguyen Viet Dong, Tran Nguyen Minh Thu, Pham Nguyen Khang. fdse 2022: 588-600 [doi]

Application of Machine Learning in Malware DetectionTrinh Van Quynh, Vu Thanh Hien, Vu-Thanh Nguyen, Huynh Quoc Bao. fdse 2022: 362-374 [doi]

In-Memory Computing Architectures for Big Data and Machine Learning ApplicationsVáclav Snásel, Tran Khanh Dang, Phuong N. H. Pham, Josef Küng, Lingping Kong 0001. fdse 2022: 19-33 [doi]

A Session-Based Recommender System for Learning ResourcesNguyen Thai-Nghe, Pham Hong Sang. fdse 2022: 706-713 [doi]

Recommendations in E-Commerce Systems Based on Deep Matrix FactorizationNguyen Thai-Nghe, Hai Thanh Nguyen 0003, Tran Thanh Dien. fdse 2022: 419-431 [doi]

Forecasting the Opening and Closing Price Trends of Stock Using Hybrid Models and Artificial Intelligence AlgorithmNguyen Dinh Thuan, Nguyen Minh Nhut, Nguyen Thi Viet Huong, Dang Vu Phuong Uyen. fdse 2022: 532-546 [doi]

AttendanceKit: A set of Role-Based Mobile Applications for Automatic Attendance Checking with UHF RFID Using Realtime Firebase and Face RecognitionTrung-Dung Tran, Kha-Tu Huynh, Phu-Quang Nguyen, Tu-Nga Ly. fdse 2022: 432-446 [doi]

Social Distancing Violation Detection in Video Using ChessBoard and Bird's-eye PerspectiveAn Cong Tran, Trong Huu Ngo, Hai Thanh Nguyen. fdse 2022: 462-476 [doi]

pPATE: A Pragmatic Private Aggregation of Teacher Ensembles Framework by Sparse Vector Technique Based Differential Privacy, Paillier Cryptosystem and Human-in-the-loopPhat T. Tran Truong, Tran Khanh Dang. fdse 2022: 332-346 [doi]

A Novel Approach of Using Neural Circuit Policies for COVID-19 Classification on CT-ImagesHieu Minh Truong, Hieu Trung Huynh. fdse 2022: 640-652 [doi]

Content Selection Methods Using User Interest Prediction Based on Similarities of Web ActivitiesTakeshi Tsuchiya, Rika Misawa, Ryuichi Mochizuki, Hiroo Hirose, Tetsuyasu Yamada, Yoshito Yamamoto, Hiroshi Ichikawa, Quang Tran Minh 0001. fdse 2022: 119-130 [doi]

A Novel Approach for Vietnamese Speech Recognition Using ConformerNguyen Van Anh Tuan, Nguyen Thi Thanh Hoa, Nguyen Thanh Dat, Pham Minh Tuan, Dao Duy Truong, Dang Thi Phuc. fdse 2022: 723-730 [doi]

3D-FaultSeg-UNet: 3D Fault Segmentation in Seismic Data Using Bi-stream U-NetThi DINH Van-Ha, Nguyen Thanh-An. fdse 2022: 477-488 [doi]

Energy Harvesting Aware for Delay-Efficient Data Aggregation in Battery-Free IoT SensorsVan Vi Vo, Phuoc-Nguyen Bui, Duc Tai Le, Hyunseung Choo. fdse 2022: 674-681 [doi]

Authentication of Luxury Products - Identifying Key Requirements from a Seller and Consumer PerspectiveRobert Zimmermann, Chibuzor Udokwu, Ricarda Kompp, Patrick Brandtner, Alex Norta. fdse 2022: 195-209 [doi]

Sign in or sign up to see more results.

runs on WebDSL