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15th ACIIDS 2023: Phuket, Thailand - Companion
- Ngoc Thanh Nguyen
, Siridech Boonsang
Recent Challenges in Intelligent Information and Database Systems - 15th Asian Conference, ACIIDS 2023, Phuket, Thailand, July 24-26, 2023, Proceedings. Communications in Computer and Information Science 1863, Springer 2023, ISBN 978-3-031-42429-8
Computer Vision
- Do Thanh Tung, Huy Che Quang, Cuong Truong Van:
Fast Camera Motion Compensation Based Kalman Filter and Cascade Association for Multi-object Tracking. 3-15 - Seokjun Lee, Chungjae Choe, Nakmyung Sung:
Image-Based Reliable Object Localization of UAV Cooperating with Ground Vehicle. 16-26 - Kaung Myat Naing
Images Retrieval and Classification for Acute Myeloid Leukemia Blood Cell Using Deep Metric Learning. 27-39 - Natchapon Pinetsuksai, Veerayuth Kittichai, Rangsan Jomtarak, Komgrit Jaksukam, Teerawat Tongloy, Siridech Boonsang, Santhad Chuwongin:
Superior Automatic Screening for Human Helminthic Ova by Using Self-supervised Learning Approach-Based Object Classification. 40-51
Cybersecurity and Fraud Detection
- Nor Zakiah Gorment
Obfuscated Malware Detection: Impacts on Detection Methods. 55-66 - Arthur Hemmer, Jérôme Brachat, Mickaël Coustaty, Jean-Marc Ogier:
Estimating Post-OCR Denoising Complexity on Numerical Texts. 67-79 - Fu-An Ho, Chin-Shiuh Shieh
Reciprocal Points Learning Based Unknown DDoS Attacks Detection. 80-91 - Hanh Phuc Nguyen, Thanh-Nhan Luong, Thi-Huong Dao, Ninh-Thuan Truong:
An Approach to Prevent DDoS Attack Using Real-Time Access Logs Analysis. 92-105 - Trung-Kien Nguyen, Viet-Trung Tran, Huy-Anh Nguyen, Khac-Hoai Nam Bui
A Novel Method for Spam Call Detection Using Graph Convolutional Networks. 106-116 - Dariusz Szostek
The Completion of a Smart Factory Research Project by Concluding a DAO. 117-128 - Cu Vinh Loc, Cao De Tran, Jean-Christophe Burie, Jean-Marc Ogier:
An Approach for Tamper-Proof QR Code Using Deep Learning Based-Data Hiding. 129-141
Data Analysis, Modeling, and Processing
- Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila:
Enhanced Energy Characterization and Feature Selection Using Explainable Non-parametric AGGMM. 145-156 - Jinyuan Chen, Bela Stantic:
Hybrid Method for Short Text Topic Modeling. 157-168 - Geonyeong Choi, Hyunwoo Yook, Jeong-Woo Han, Charmgil Hong:
AWS: GNNs that Aggregate with Self-node Representation for Dehydrogenation Enthalpy Prediction. 169-180 - Huong Hoang Luong
Utilising Unet3+ for Tooth Segmentation on X-Ray Image. 181-192 - Hung-Yu Huang, Eric Hsueh-Chan Lu
Group Trip Planning Approach with Travel Time and Ratio Constraints. 193-204 - Nont Kanungsukkasem
When are Latent Topics Useful for Text Mining? - Enriching Bag-of-Words Representations with Information Extraction in Thai News Articles. 205-219 - Dariusz Król
Assessing Data Quality: An Approach for the Spread of COVID-19. 220-233 - Shih-Hsiung Lee
Improved U-Net Based on Dual Attention Mechanism for Glottis Segmentation and Dysphagia Auxiliary Diagnosis. 234-243 - Timur Merembayev
The Application of Machine Learning Technique to Soil Salinity Mapping in South of Kazakhstan. 244-253 - Thu Nguyen, Hoang Thien Ly, Michael Alexander Riegler, Pål Halvorsen, Hugo Lewi Hammer:
Principal Components Analysis Based Frameworks for Efficient Missing Data Imputation Algorithms. 254-266 - Pattanaphong Pothipasa
An Integration of Big Data and Blockchain for Strategic Analysis of Schools in Thailand. 267-278 - Phuong Luu Vo
Federated Deep Reinforcement Learning - Based Bitrate Adaptation for Dynamic Adaptive Streaming over HTTP. 279-290 - Jaroslaw Watróbski
A Multi-criteria Framework Supporting Sustainability Assessment Considering SDG 7 Targets. 291-302 - Luying Zhang, Hui Tian, Hong Shen:
A Novel Software Tool for Fast Multiview Visualization of High-Dimensional Datasets. 303-316 - Shi-Jie Zhu, Cheng-Rong Lin, Wei-Ting Lin, Ju-Chin Chen:
A Distilled 2D CNN-LSTM Framework with Temporal Attention Mechanism for Action Recognition. 317-324
Data Mining and Machine Learning
- Przemyslaw Juszczuk
Goal-Oriented Classification Measure Based on the Game Theory Concepts. 327-338 - Shashikant Kumar, Doina Logofatu
Comparative Study on Customer Churn Prediction by Using Machine Learning Techniques. 339-351 - Manuel Méndez, Carlos Montero, Manuel Núñez:
Improving the Expected Goal Value in Football Using Multilayer Perceptron Networks. 352-363 - S. Mohammad Mirbagheri
A Projected Upper Bound for Mining High Utility Patterns from Interval-Based Event Sequences. 364-375 - Quynh-Trang Pham Thi
Mitigating Catastrophic Forgetting in Neural Machine Translation Through Teacher-Student Distillation with Attention Mechanism. 376-386 - Upeka Premaratne
The Achilles Heel of Artificial Intelligence. 387-398 - Maciej Walczynski
Using Machine Learning Algorithms to Explore Listeners Musical Tastes. 399-409
Forecasting and Optimization Techniques
- Saoudi Youness
Forecasting Performance of GARCH, EGARCH and SETAR Non-linear Models: An Application on the MASI Index of the Casablanca Stock Exchange. 413-423 - Erru Torculas, Earl James Rentillo, Ara Abigail Ambita:
Forecasting of Energy Consumption in the Philippines Using Machine Learning Algorithms. 424-435 - Nam Duong Tran, Manh Cuong Dao, Thanh Hung Nguyen, Thi Ha Ly Dinh, Kien Nguyen, Phi Le Nguyen
A Deep Reinforcement Learning-Based Multi-objective Optimization for Crowdsensing-Based Air Quality Monitoring Systems. 436-448
Healthcare and Medical Applications
- Harim Kim, Chang Ha Lee, Charmgil Hong:
Crime Scene Detection in Surveillance Videos Using Variational AutoEncoder-Based Support Vector Data Description. 451-464 - Le Quang Hung, Tran Duc Tuan, Nguyen Trong Hieu, Phan Duy Hung:
Cervical Spine Fracture Detection via Computed Tomography Scan. 465-474 - Sarra Mejri
Healthcare 4.0 for the Improvement of the Surgical Monitoring Business Process. 475-486 - Marcin Nahajowski
Improvement of the Process of Diagnosing Patient's Condition via Computer Tomography Lung Scans Using Neural Networks. 487-497 - Albert Sledzianowski, Jerzy Pawel Nowacki, Konrad Sitarz, Andrzej W. Przybyszewski:
Novel Machine Learning Pipeline for Real-Time Oculometry. 498-509 - Masri Ayob, Dewan Mahmuda Zaman:
Elitism-Based Genetic Algorithm Hyper-heuristic for Solving Real-Life Surgical Scheduling Problem. 510-523
Speech and Text Processing
- Mohamed El Ghaly Beheitt
Generation of Arabic Commonsense Explanations. 527-537 - Akbayan Bekarystankyzy
Automatic Speech Recognition Improvement for Kazakh Language with Enhanced Language Model. 538-545 - Lubomír Benko, Dasa Munková
Relationship Between Linguistic Complexity and MT Errors in the Context of Inflectional Languages. 546-557 - Songyuan Li, Hui Tian, Hong Shen, Yingpeng Sang:
Differential-Privacy Preserving Trajectory Data Publishing for Road Networks. 558-571 - Wongpanya Sararat Nuankaew
Using Text Mining and Tokenization Analysis to Identify Job Performance for Human Resource Management at the University of Phayao. 572-584 - Diana Rakhimova
The Task of Generating Text Based on a Semantic Approach for a Low-Resource Kazakh Language. 585-595 - Vo Thi Ngoc Chau
Nested Semisupervised Learning for Cross-Note Abbreviation Detection in Vietnamese Clinical Texts. 596-608 - Duy Vo, Si Minh Le, Hao Duc Do
An Effectiveness of Repeating a Spoken Digit for Speaker Verification. 609-620
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