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245 1 0 _aRecent Challenges in Intelligent Information and Database Systems
_h[electronic resource] :
_b16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, Ras Al Khaimah, UAE, April 15-18, 2024, Proceedings, Part II /
_cedited by Ngoc Thanh Nguyen, Richard Chbeir, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Le Minh Nguyen, Krystian Wojtkiewicz.
250 _a1st ed. 2024.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2024.
300 _aXXIX, 353 p. 124 illus., 112 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
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338 _aonline resource
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347 _atext file
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v2145
505 0 _a -- Image and Video Processing. -- Object Detection in Movies - Case Study. -- Leveraging Large Image-Caption Datasets for Multimodal Taxon Classification. -- Attention-Based Multi-Layer Perceptron to Categorize Affective Videos from Viewer's Physiological Signals. -- Automatic Detection of Serve Actions in Tennis Videos. -- An Effective Image Synthesis Method to Solve The Shortage of Traffic Sign Training Images in Taiwan. -- Omni-TransPose: Fusion of OmniPose and Transformer Architecture for Improving Action Detection. -- Enhancing Thai Food Recognition through Multimodal Fusion of Image and Fourier Spectrum. -- SnapQuake: Damage Detection in Snapchat Videos for Earthquake Assessment. -- Lecture Video Summarization using Deep Learning. -- Philippine Lime (Calamansi) Disease Detection and Classification using YOLOv8 Model. -- Graphics and vision's camera calibration and applications to neural radiance fields. -- Prediction and Recommendation Systems. -- LSTM based time series forecasting of noisy signals. -- Prediction of the Compressive Strength of Sustainable Concrete Produced with Powder Glass using Standalone and Stack Machine Learning Methods. -- Bag of Activities for Customer Churn Prediction in e-Book Subscription Domain. -- Forecasting WTI & Brent crude oil price using LSTM, Prophet and XGBoost - comparative analysis. -- Enhancing Scholarly Paper Recommendation by Modelling Diversity of Research Interests. -- Forecasting residential real estate prices using deep learning. -- Forecasting sales at fuel stations using a multilayer perceptron. -- News That Moves the Market: DSEX-News Dataset for Forecasting DSE Using BERT. -- Federated Learning for Predicting Irrigation Requirements in Multi-Farm Irrigation Scheduling Systems. -- Stepwise approach to automatically building an ensemble of classifiers on football data. -- Continual Learning based on Task Masking for Multi-Domain Recommendation. -- RegFlow: Probabilistic Flow-based Regression for Future Prediction. -- Text, Speech and Natural Language Processing. -- Assessing the Text Readability by Use of Language Model Embeddings. -- In search of grammar structures in authentic language materials: Enhancing semgrex for dependency trees. -- Designing processes and models of semantical differentiation for polyfunctional words in the Uzbek contexts. -- Development and Realization of Bigram Models for Recognizing Homonyms in the Uzbek Language. -- A study of Kazakh speech recognition in Hiformer model. -- A New Approach to Deriving Jaccard Similarity and Jaccard Distance Properties with and without Considering Feature Weights.
520 _aThis book constitutes the proceedings of the 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, held in Ras Al Khaimah, UAE, during April 15-18, 2024. The 58 full papers are presented in this book were carefully reviewed and selected from 251 submissions. They are organized in topical sections as follows: Part One: AI-driven Cybersecurity Solutions; AI-driven Medical Analytics; Computational Intelligence; and Data Modelling and Information Systems. Part Two: Image and Video Processing; Prediction and Recommendation Systems; and Text, Speech and Natural Language Processing.
541 _fUABC ;
_cPerpetuidad
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.
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700 1 _aChbeir, Richard.
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700 1 _aManolopoulos, Yannis.
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700 1 _aFujita, Hamido.
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700 1 _aHong, Tzung-Pei.
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700 1 _aNguyen, Le Minh.
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700 1 _aWojtkiewicz, Krystian.
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
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856 4 0 _zLibro electrónico
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