| Nº Sistema |
000475350 |
| Autor |
 Nguyen, Ngoc Thanh (editor literario) |
| Congreso |
Asian Conference ACIIDS (15th. 2023. Phuket) |
| Título |
Recent Challenges in Intelligent Information and Database Systems [Recurso electrónico] : 15th Asian Conference, ACIIDS 2023, Phuket, Thailand, July 24-26, 2023, Proceedings / edited by Ngoc Thanh Nguyen, Siridech Boonsang, Hamido Fujita, Bogumiła Hnatkowska, Tzung-Pei Hong, Kitsuchart Pasupa, Ali Selamat. |
| Datos publicación |
Cham : Springer, 2023. |
| Descrip. física |
1 libro electrónico (XXVI, 623 p., 211 ilustraciones, 168 ilustraciones en color). |
| Serie |
Communications in Computer and Information Science ; 1863 |
| Bibliografía |
Incluye referencias bibliográficas e índice |
| Contiene |
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 -- |
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An Integration on 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 -- |
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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. |
| Resumen |
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 24-26, 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. [Resumen de la editorial] [eng] |
| ISBN |
978-3-031-42430-4 (En línea) |
|
978-3-031-42429-8 (En papel) |
| Restricciones |
Acceso electrónico RESTRINGIDO por IP a los usuarios de la Biblioteca del Banco de España |
| Acceso electrónico |
 Acceso al texto completo. |
| Relacionado con |
Intelligent information and database systems |
| Clasificación |
R7-Sistemas de información y bases de datos. |
|
R81-Big data e inteligencia artificial. |
| Materia |
Seguridad informática |
|
Fraude |
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Aprendizaje automático |
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Previsiones |
