This book constitutes the second part of the proceedings of the 15th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2023, held in Phuket, Thailand, during July 2426, 2023.
The 50 full papers included in this book were carefully reviewed and selected from 224 submissions. They were organized in topical sections as follows: Computer Vision, Cybersecurity and Fraud Detection, Data Analysis, Modeling, and Processing, Data Mining and Machine Learning, Forecasting and Optimization Techniques, Healthcare and Medical Applications, Speech and Text Processing.
Computer Vision.- Fast Camera Motion Compensation Based Kalman Filter
And Cascade Association For Multi-object Tracking.- Image-based Reliable
Object Localization of UAV Cooperating with Ground Vehicle.- Images Retrieval
and Classification for Acute Myeloid Leukemia Blood Cell Using Deep Metric
Learning.- Superior automatic screening for human helminthic ova by
using self-supervised learning approach-based object
classification.- Cybersecurity and Fraud Detection.- Obfuscated Malware
Detection: Impacts on Detection Methods.- Estimating Post-OCR Denoising
Complexity on Numerical Texts.- Reciprocal Points Learning based Unknown DDoS
Attacks Detection.- An Approach To Prevent DDOS Attack Using Real-Time Access
Logs Analysis.- A novel method for spam call detection using graph
convolutional networks.- The completion of a smart factory research project
by concluding a DAO.- An Approach for Tamper-Proof QR Code Using Deep
Learning Based-Data Hiding.- Data Analysis, Modeling, and
Processing.- Enhanced Energy Characterization and Feature Selection
using explainable Non-parametric AGGMM.- Hybrid Method for Short Text Topic
Modeling.- AWS: GNNs that Aggregate and add With Self-node representation
for Dehydrogenation Enthalpy Prediction.- Utilising Unet3+ for Tooth
Segmentation on X-Ray Image.- Group Trip Planning Approach with Travel Time
and Ratio Constraints.- When are Latent Topics Useful for Text Mining?
Enriching Bag-of- Words Representations with Information Extraction in Thai
News Articles.- Assessing Data Quality: An Approach for the Spread of
COVID-19.- Improved U-Net based on Dual Attention Mechanism for
Glottis Segmentation and Dysphagia Auxiliary Diagnosis.- The Application of
Machine Learning Technique to Soil Salinity Mapping in South of
Kazakhstan.- Principal Components Analysis based frameworks for efficient
missing data imputation algorithms.- An Integration of Big Data and
Blockchain for Strategic Analysis for Schools in Thailand.- Federated Deep
Reinforcement Learning - based Bitrate Adaptation for Dynamic Adaptive
Streaming over HTTP.- A Multi-Criteria Framework Supporting Sustainability
Assessment Considering SDG 7 Targets.- A Novel Software Tool for Fast
Multiview Visualization of High-Dimensional Datasets.- A Distilled 2D
CNN-LSTM Framework with Temporal Attention Mechanism for Action
Recognition.- Data Mining and Machine Learning.- Goal-oriented Classification
Measure Based on the Game Theory Concepts.- Comparative Study on Customer
Churn Prediction by Using Machine Learning Techniques.- Improving the
Expected Goal value in football using Multilayer Perceptron Networks.- A
Projected Upper Bound for Mining High Utility Patterns from Interval-Based
Event Sequences.- Mitigating Catastrophic Forgetting in Neural Machine
Translation through Teacher-Student Distillation with Attention
Mechanism.- The Achilles Heel of Artificial Intelligence.- Using machine
learning algorithms to explore listeners musical tastes.- Forecasting and
Optimization Techniques.- Forecasting performance of GARCH, EGARCH and SETAR
non-linear models: an application on the MASI index of the Casablanca
stock exchange.- Forecasting of Energy Consumption in the Philippines Using
Machine Learning Algorithms.- A Deep Reinforcement Learning-based
Multi-Objective Optimization for Crowdsensing-based Air Quality Monitoring
Systems.- Healthcare and Medical Applications.- Crime Scene Detection in
Surveillance Videos Using Variational AutoEncoder-Based Support Vector Data
Description.- Cervical Spine Fracture Detection via Computed Tomography
Scan.- Healthcare 4.0 for the improvement of the surgical monitoring
Business Process.- Improvement of the Process of Diagnosing Patients
Condition via Computer Tomography Lung Scans using Neural Networks.- Novel
machine learning pipeline for real-time oculometry.- Elitism-based Genetic
Algorithm Hyper-heuristic for Solving Real-life Surgical Scheduling
Problem.- Speech and Text Processing.- Generation of Arabic Commonsense
Explanations.- Automatic Speech Recognition improvement for Kazakh language
with Enhanced Language Model.- Relationship Between Linguistic Complexity and
MT Errors in the Context of Inflectional Languages.- Differential-Privacy
Preserving Trajectory Data Publishing for Road Networks.- Using Text Mining
and Tokenization Analysis to Identify Job Performance for Human Resource
Management at the University of Phayao.- The task of generating text based on
a semantic approach for a low-resource Kazakh language.- Nested
Semisupervised Learning for Cross-Note Abbreviation Detection in Vietnamese
Clinical Texts.- An Effectiveness of Repeating a Spoken Digit for Speaker
Verification.
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