Recent Challenges in Intelligent Information and Database Systems
Springer International Publishing (Verlag)
978-3-031-42429-8 (ISBN)
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 improve
| Erscheinungsdatum | 30.09.2023 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XXVI, 623 p. 211 illus., 168 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 971 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Artificial Intelligence • Computational Linguistics • computer vision • Correlation Analysis • Databases • Data Mining • Data Security • Human-Computer Interaction (HCI) • Image Analysis • Image Processing • Information Retrieval • machine learning • Natural Language Processing (NLP) • Natural Languages • Neural networks • Semantics • Signal Processing • User Interfaces |
| ISBN-10 | 3-031-42429-8 / 3031424298 |
| ISBN-13 | 978-3-031-42429-8 / 9783031424298 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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