Cover image for Recent Challenges in Intelligent Information and Database Systems 15th Asian Conference, ACIIDS 2023, Phuket, Thailand, July 24-26, 2023, Proceedings
Title:
Recent Challenges in Intelligent Information and Database Systems 15th Asian Conference, ACIIDS 2023, Phuket, Thailand, July 24-26, 2023, Proceedings
Author:
Nguyen, Ngoc Thanh. editor.
ISBN:
9783031424304
Edition:
1st ed. 2023.
Physical Description:
XXVI, 623 p. 211 illus., 168 illus. in color. online resource.
Series:
Communications in Computer and Information Science, 1863
Contents:
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 Patient's 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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