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This book presents selected papers from the 13th International Conference on Information Technology and its Applications (CITA 2024) which took place on July 19–20, 2024. The 13th CITA will be hosted by the Vietnam-Korea University of Information and Communication Technology (VKU), a member of University of Danang, with the supports of the researching and training institutions belonging to ASEAN Consortium for Innovation and Research (ACIR) as well as Vietnam ICT Association of Faculties-Institutes-School-Universities (FISU Vietnam). The conference will take place in Da Nang City and Hoi An City which are beautiful and livable cities in Vietnam. All papers submitted to CITA 2024 are reviewed seriously, closely, and thoroughly by 02-04 reviewers with appropriate expertise, with professional advice from reputable scientists in the fields of information and communication technology. Over the past 13 years of establishment and development, CITA has become an international scientific conference with a prestigious brand in the scientific community not only in Vietnam but also around the world in the field of ICT and digital economy. For this edition of the conference, we have received in total 173 papers whose authors come from over 25 countries around the world. Only 43 papers of the highest quality were selected for oral presentation and publication in this LNNS volume. The average rate of papers accepted by this volume is about 25%. Papers included in these proceedings cover the following topics: data science and artificial intelligence, image and natural language processing, software engineering and information system, network and communications, and digital economy. The accepted and presented papers focus on new trends and challenges facing information technology and its applications. The presenters show how research works can stimulate novel and innovative applications. We hope that you find these results useful and inspiring for your future research work.

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 43
Issue DateTitleAuthor(s)
2024-11Advancing Phishing Attack Detection with a Novel Dataset and Deep Learning SolutionLe, Quoc Khanh; Nguyen, Quoc An; Nguyen, Dat Thinh; Nguyen, Xuan Ha; Le, Kim Hung
2024-11Multimodal Deep Learning Feedback for Generating Evasive Malware Samples Against Malware DetectorLuu, Nguyen Cong Minh; Le, Trong Nhan; To, Trong Nghia; Hoang, Khoa Nghi; Phan, The Duy; Pham, Van Hau
2024-11Advancing Security in SDN-IoT Networks: DL-Based Autonomous Anomaly Detection with Enhanced Cross-Validation for Poisoning Attack DetectionYasarathna, Tharindu Lakshan; Le, Khac An Nhien
2024-11An Effective Unsupervised Cyber Attack Detection on Web Applications Using Gaussian Mixture ModelTran, Thi My Huyen; Ngo, Tuan Kiet; Le, Xuan Hoang; Nguyen, Dat Thinh; Nguyen, Xuan Ha; Le, Kim Hung
2024-115G Core Security: An Insider Threat Vulnerability AssessmentYan, Wey Kaye; Chan, Raymond; Huu, Tram Truong
2024-11RadSense: Radio Sensing for Crime Monitoring in Restricted-Access AreasWen Liang, Hung; Ying Chang, Shu; Nguyen, Linh Van; Lin Ching, Po; Hwang Hung, Ren
2024-11Enhanced the GMr (1, 1) Model in Forecasting and Decision—MakingPhan, Van Thanh; Nguyen, Ngoc Thang; Vu, Van Vien
2024-11Factors Influencing the Organizational Commitment of Employees in the Digital Work Environment: A Case of Dak Lak Province in VietnamVo, Tan Phuong; Le, Viet Anh
2024-11Exploring Determinants of E-Banking Non-adoption Among Customers: A Case Study in Export Import Commercial Joint-Stock Bank, VietnamTu, Thi Thanh Hiep; Nguyen, Ngoc Thang; Phan, Thị Thuy; Duong, Thi Ai Nhi
2024-11Governance in Digital Entrepreneurship Ecosystems: A Narrative ReviewVu, Manh Chien; Le, Dinh Thang
2024-11MCST-Net: A Multi-Cross-Spatial Attention U-Net with Transformer Block for Skin Lesion SegmentationVu, Manh Hung; Tran, Ngoc Du; Le, Hoang Minh Quang; Tran, Thi Thao; Pham, Van Truong
2024-11A Lightweight-Based Architecture for Nuclei Segmentation in Histopathology ImagesPham, Viet Tien; Vu, Ngoc Tu; Pham, Van Truong; Tran, Thi Thao
2024-11Small Object Detection Without Attention for Aerial SurveillanceChoi, Yehwan; Nguyen, Duy Linh; Vo, Xuan Thuy; Hyun Jo, Kang
2024-11Multi-Scale Convolutions Meet Group Attention for Dense Prediction TasksVo, Xuan Thuy; Nguyen, Duy Linh; Priadana, Adri; Choi, Jehwan; Hyun Jo, Kang
2024-11Improved Tomato Detector Supporting for Automatic Harvesting SystemsNguyen, Duy LInh; Vo, Xuan Thuy; Priadana, Adri; Choi, Jehwan; Hyun Jo, Kang
2024-11How Does Data Augmentation Affect to Model Performance in Long-Tailed Classification?Vu, Quang Duc; Trinh, Van Ha; Dang, An; Phung, Thi Thu Trang; Ha, Minh Tan
2024-11Sentiment Analysis of Airline Customer Reviews in Vietnamese Language Using Deep LearningHuynh, Cong Phap; Hoang, Quốc Việt; Le, Cam Bang; Tran, Anh Kiet; Tran, Xuan Thang; Pham, Thi Kim Anh; Dang, Dai Tho
2024-11A Group Decision Model Using Picture Fuzzy—Rough Approximation SpacePham, Thanh Huyen; Pham, Thi Ngan; Le, Thi Thanh Van; Nguyen, Tri Thanh; Ha, Quang Thuy
2024-11In-Depth with Spatial-Temporal Graph Neural Networks for Traffic Forecasting: An Overview with AttentionQuang, Cam Dung; Nguyen, Huu An; Le, Vang Van
2024-11Data Augmentation Methods for Cross-Device Acoustic Scene ClassificationDang, An; Vu, Toan
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 43