000 06923nam a22005655i 4500
001 978-981-97-4985-0
003 DE-He213
005 20251030112633.0
007 cr nn 008mamaa
008 240716s2024 si | s |||| 0|eng d
020 _a9789819749850
_9978-981-97-4985-0
024 7 _a10.1007/978-981-97-4985-0
_2doi
050 4 _aQA75.5-76.95
072 7 _aUY
_2bicssc
072 7 _aCOM000000
_2bisacsh
072 7 _aUY
_2thema
245 1 0 _aIntelligent Information and Database Systems
_h[electronic resource] :
_b16th Asian Conference, 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 _aXXVII, 425 p. 108 illus., 98 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v14796
505 0 _a -- Data Modelling and Smart Information Systems. -- A systematic review of medicinal plant identification using deep learning. -- KDVGG-Lite: A Distilled Approach for Enhancing the Accuracy of Image Classification. -- MVis4LD: Multimodal Visual Interactive System for Lie Detection. -- ULTIMATE Project Toolkit for Robotic AI-based Data Analysis and Visualization. -- Adaptive Traffic Management System based on Real-time Traffic Conditions. -- Formalizing Data Metamodel Semantics for Mapping Patterns Specification. -- Evolution and Refinement of the Formal Framework for Collective Systems. -- Multi-criteria temporal intelligent decision support system for sustainable energy mix assessment. -- Image and Video Processing. -- Brain Tumor Segmentation with FPN-based EfficientNet and XAI. -- V-DETR: Pure Transformer for End-To-End Object Detection. -- Enhancing Classification of Parasite Microscopy Images Through Image Edge-Accentuating Preprocessing. -- Enhancing Deepfake Detection Through Innovative Data Augmentation Strategies and Frame-Based Deep Learning Architecture. -- Self-supervised adversarial masking for 3D point cloud representation learning. -- Facial Ethnicity Recognition Based on a New Joint Loss Function. -- Decision-making Approach for Early Plant Stress Detection from Hyperspectral Images. -- Adaptive Scheme of Clustering-based Unsupervised Learning for Person Re-identification. -- Machine Learning Algorithms in Theory and Practice. -- An ensemble classifier based on kNN with an interval threshold strategy. -- Superior Parallel Big Data Clustering through Competitive Stochastic Sample Size Optimization in Big-means. -- Invigorative Art. Can a Computer Program Be Creative?. -- Exploring the Impact of Object Diversity on Classification Quality in Dispersed Data Environments. -- Identification of Users in a Gambling Problem with the Use of Machine Learning. -- Towards Robust Continual Learning: A Multi-Head Approach with Online Prototype Equilibrium and Adaptive Prototypical Feedback. -- On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social Networks. -- Prediction and Recommendation Systems. -- A Clustering-Based Athlete Recommender System Considering the Discrepancy between Ability and Result. -- Interpretable Fuzzy Embedded Neural Network for Multivariate Time-Series Forecasting. -- How to Recommend Multidimensional Data with a Multiplex Graph?. -- Text, Speech and Natural Language Processing. -- Exploring Unsupervised Word Representations Models and Neural Networks for Informal Multilingual Text against Covid-19 Social Media Content. -- Comparative analysis of models for neural machine speech-to-text translation for Turkic state languages`. -- Vietnamese Automatic Speech Recognition for Financial Conversation Data. -- Involving Society to Protect Society from Fake News and Disinformation: Crowdsourced Datasets and Text Reliability Assessment. -- Deep semantic biomedical document representation method. -- Synergistic Text Annotation based on Rule-based Expressions and DistilBERT.
520 _aThis two-volume set constitutes the refereed 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 57 full papers presented in these proceedings were carefully reviewed and selected from 251 submissions. The papers of the 2 volume-set are organized in the following topical sections: Part I: advanced data analysis methods; AI-driven cybersecurity and medical solutions; application of generative models; computational intelligence. Part II: data modelling and smart information systems; image and video processing; machine learning algorithms in theory and practice; prediction and recommendation systems; text, speech and natural language processing.
650 0 _aComputer science.
_958552
650 1 4 _aComputer Science.
_958552
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
_980741
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
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
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 _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
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
_980742
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789819749843
776 0 8 _iPrinted edition:
_z9789819749867
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v14796
856 4 0 _uhttps://doi.org/10.1007/978-981-97-4985-0
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
999 _c61676
_d61676