Recent challenges in intelligent information and database systems 15th Asian Conference, ACIIDS 2023, Phuket, Thailand, July 24-26, 2023, proceedings
Computer Vision.-Fast Camera Motion Compensation Based Kalman Filter And CascadeAssociation For Multi-object Tracking.-Image-based Reliable Object Localization of UAV Cooperating withGround Vehicle.-Images Retrieval and Classification for Acute Myeloid Leukemia BloodCell Using Deep Metric Learning.-...
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| Weitere Verfasser: | , , , , , , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cham
Springer
2023
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| Schriftenreihe: | Communications in computer and information science
1863 |
| Schlagworte: |
Artificial intelligence
> Bildverarbeitung
> COMPUTERS / Artificial Intelligence
> COMPUTERS / Computer Science
> COMPUTERS / Data Processing / Optical Data Processing
> COMPUTERS / Hardware / General
> COMPUTERS / Hardware / Network Hardware
> Computer hardware
> Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften
> Computerhardware
> Image processing
> Information technology: general issues
> Künstliche Intelligenz
> Network hardware
> Netzwerk-Hardware
> Social research & statistics
> Konferenzschrift
> Computervision
> Datenanalyse
> Data Mining
> Maschinelles Lernen
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| Online Zugang: | Cover Inhaltsverzeichnis |
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| Zusammenfassung: | Computer Vision.-Fast Camera Motion Compensation Based Kalman Filter And CascadeAssociation For Multi-object Tracking.-Image-based Reliable Object Localization of UAV Cooperating withGround Vehicle.-Images Retrieval and Classification for Acute Myeloid Leukemia BloodCell Using Deep Metric Learning.-Superior automatic screening for human helminthic ova by usingself-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 LearningBased-Data Hiding.-Data Analysis, Modeling, and Processing.-Enhanced Energy Characterization and Feature Selection usingexplainable Non-parametric AGGMM.-Hybrid Method for Short Text Topic Modeling.-AWS: GNNs that Aggregate and add With Self-node representation forDehydrogenation 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 NewsArticles.-Assessing Data Quality: An Approach for the Spread of COVID-19.-Improved U-Net based on Dual Attention Mechanism for GlottisSegmentation and Dysphagia Auxiliary Diagnosis.-The Application of Machine Learning Technique to Soil SalinityMapping in South of Kazakhstan.-Principal Components Analysis based frameworks for efficient missingdata imputation algorithms.-An Integration of Big Data and Blockchain for Strategic Analysis forSchools in Thailand.-Federated Deep Reinforcement Learning - based Bitrate Adaptation forDynamic Adaptive Streaming over HTTP.-A Multi-Criteria Framework Supporting Sustainability AssessmentConsidering SDG 7 Targets.-A Novel Software Tool for Fast Multiview Visualization ofHigh-Dimensional Datasets.-A Distilled 2D CNN-LSTM Framework with Temporal AttentionMechanism 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 MachineLearning Techniques.-Improving the Expected Goal value in football using MultilayerPerceptron Networks.-A Projected Upper Bound for Mining High Utility Patterns fromInterval-Based Event Sequences.-Mitigating Catastrophic Forgetting in Neural Machine Translationthrough 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-linearmodels: an application on the MASI index of the Casablanca stockexchange.-Forecasting of Energy Consumption in the Philippines Using MachineLearning Algorithms.-A Deep Reinforcement Learning-based Multi-Objective Optimizationfor Crowdsensing-based Air Quality Monitoring Systems.-Healthcare and Medical Applications.-Crime Scene Detection in Surveillance Videos Using Variational AutoEncoder-Based Support Vector D 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 |
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| Beschreibung: | xxvi, 623 Seiten Illustrationen, Diagramme |
| ISBN: | 9783031424298 978-3-031-42429-8 |