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_aRecent Challenges in Intelligent Information and Database Systems _h[electronic resource] : _b15th Asian Conference, ACIIDS 2023, Phuket, Thailand, July 24-26, 2023, Proceedings / _cedited by Ngoc Thanh Nguyen, Siridech Boonsang, Hamido Fujita, Bogumiła Hnatkowska, Tzung-Pei Hong, Kitsuchart Pasupa, Ali Selamat. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2023. |
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300 |
_aXXVI, 623 p. 211 illus., 168 illus. in color. _bonline resource. |
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336 |
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_aonline resource _bcr _2rdacarrier |
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490 | 1 |
_aCommunications in Computer and Information Science, _x1865-0937 ; _v1863 |
|
500 | _aAcceso multiusuario | ||
505 | 0 | _aComputer 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. | |
520 | _aThis 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. . | ||
541 |
_fUABC ; _cPerpetuidad |
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650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aComputer engineering. | |
650 | 0 | _aComputer networks . | |
650 | 0 |
_aImage processing _xDigital techniques. |
|
650 | 0 | _aComputer vision. | |
650 | 0 |
_aSocial sciences _xData processing. |
|
650 | 1 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aComputer Engineering and Networks. |
650 | 2 | 4 | _aComputer Imaging, Vision, Pattern Recognition and Graphics. |
650 | 2 | 4 | _aComputer Communication Networks. |
650 | 2 | 4 | _aComputer Application in Social and Behavioral Sciences. |
700 | 1 |
_aNguyen, Ngoc Thanh. _eeditor. _0(orcid)0000-0002-3247-2948 _1https://orcid.org/0000-0002-3247-2948 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aBoonsang, Siridech. _eeditor. _0(orcid)0000-0003-2866-8902 _1https://orcid.org/0000-0003-2866-8902 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aFujita, Hamido. _eeditor. _0(orcid)0000-0001-5256-210X _1https://orcid.org/0000-0001-5256-210X _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aHnatkowska, Bogumiła. _eeditor. _0(orcid)0000-0003-1706-0205 _1https://orcid.org/0000-0003-1706-0205 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aHong, Tzung-Pei. _eeditor. _0(orcid)0000-0001-7305-6492 _1https://orcid.org/0000-0001-7305-6492 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aPasupa, Kitsuchart. _eeditor. _0(orcid)0000-0001-8359-9888 _1https://orcid.org/0000-0001-8359-9888 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aSelamat, Ali. _eeditor. _0(orcid)0000-0001-9746-8459 _1https://orcid.org/0000-0001-9746-8459 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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