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_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. |
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| 300 |
_aXXIX, 353 p. 124 illus., 112 illus. in color. _bonline resource. |
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| 336 |
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_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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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. | ||
| 650 | 0 |
_aArtificial intelligence. _958441 |
|
| 650 | 0 | _aComputer engineering. | |
| 650 | 0 |
_aComputer networks . _960157 |
|
| 650 | 0 |
_aImage processing _xDigital techniques. _964228 |
|
| 650 | 0 | _aComputer vision. | |
| 650 | 0 |
_aSocial sciences _xData processing. _965741 |
|
| 650 | 1 | 4 |
_aArtificial Intelligence. _958441 |
| 650 | 2 | 4 | _aComputer Engineering and Networks. |
| 650 | 2 | 4 |
_aComputer Imaging, Vision, Pattern Recognition and Graphics. _965550 |
| 650 | 2 | 4 |
_aComputer Communication Networks. _965689 |
| 650 | 2 | 4 |
_aComputer Application in Social and Behavioral Sciences. _965743 |
| 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 |
_aChbeir, Richard. _eeditor. _0(orcid)0000-0003-4112-1426 _1https://orcid.org/0000-0003-4112-1426 _4edt _4http://id.loc.gov/vocabulary/relators/edt _970395 |
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| 700 | 1 |
_aManolopoulos, Yannis. _eeditor. _0(orcid)0000-0003-4026-4329 _1https://orcid.org/0000-0003-4026-4329 _4edt _4http://id.loc.gov/vocabulary/relators/edt _970398 |
|
| 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 _980266 |
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| 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 |
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| 700 | 1 |
_aNguyen, Le Minh. _eeditor. _0(orcid)0000-0002-2265-1010 _1https://orcid.org/0000-0002-2265-1010 _4edt _4http://id.loc.gov/vocabulary/relators/edt _978261 |
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| 700 | 1 |
_aWojtkiewicz, Krystian. _eeditor. _0(orcid)0000-0002-7851-4330 _1https://orcid.org/0000-0002-7851-4330 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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