06914nam a22006735i 4500 978-981-97-5934-7 DE-He213 20251030113031.0 cr nn 008mamaa 240812s2024 si | s |||| 0|eng d 9789819759347 978-981-97-5934-7 10.1007/978-981-97-5934-7 doi Q334-342 TA347.A78 UYQ bicssc COM004000 bisacsh UYQ thema Recent Challenges in Intelligent Information and Database Systems [electronic resource] : 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, Ras Al Khaimah, UAE, April 15–18, 2024, Proceedings, Part II / edited by Ngoc Thanh Nguyen, Richard Chbeir, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Le Minh Nguyen, Krystian Wojtkiewicz. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XXIX, 353 p. 124 illus., 112 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2145 -- 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. This 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. Artificial intelligence. 58441 Computer engineering. Computer networks . 60157 Image processing Digital techniques. 64228 Computer vision. Social sciences Data processing. 65741 Artificial Intelligence. 58441 Computer Engineering and Networks. Computer Imaging, Vision, Pattern Recognition and Graphics. 65550 Computer Communication Networks. 65689 Computer Application in Social and Behavioral Sciences. 65743 Nguyen, Ngoc Thanh. editor. (orcid)0000-0002-3247-2948 https://orcid.org/0000-0002-3247-2948 edt http://id.loc.gov/vocabulary/relators/edt Chbeir, Richard. editor. (orcid)0000-0003-4112-1426 https://orcid.org/0000-0003-4112-1426 edt http://id.loc.gov/vocabulary/relators/edt 70395 Manolopoulos, Yannis. editor. (orcid)0000-0003-4026-4329 https://orcid.org/0000-0003-4026-4329 edt http://id.loc.gov/vocabulary/relators/edt 70398 Fujita, Hamido. editor. (orcid)0000-0001-5256-210X https://orcid.org/0000-0001-5256-210X edt http://id.loc.gov/vocabulary/relators/edt 80266 Hong, Tzung-Pei. editor. (orcid)0000-0001-7305-6492 https://orcid.org/0000-0001-7305-6492 edt http://id.loc.gov/vocabulary/relators/edt Nguyen, Le Minh. editor. (orcid)0000-0002-2265-1010 https://orcid.org/0000-0002-2265-1010 edt http://id.loc.gov/vocabulary/relators/edt 78261 Wojtkiewicz, Krystian. editor. (orcid)0000-0002-7851-4330 https://orcid.org/0000-0002-7851-4330 edt http://id.loc.gov/vocabulary/relators/edt SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819759330 Printed edition: 9789819759354 Communications in Computer and Information Science, 1865-0937 ; 2145 66508 https://doi.org/10.1007/978-981-97-5934-7 ZDB-2-SCS ZDB-2-SXCS 63227 63227