LEADER 05893nam 22005295 450 001 996630867903316 005 20251003114951.0 010 $a9789819605736 010 $a9819605733 024 7 $a10.1007/978-981-96-0573-6 035 $a(CKB)36679605400041 035 $a(MiAaPQ)EBC31806113 035 $a(Au-PeEL)EBL31806113 035 $a(DE-He213)978-981-96-0573-6 035 $a(OCoLC)1479286487 035 $a(EXLCZ)9936679605400041 100 $a20241126d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aWeb Information Systems Engineering ? WISE 2024 $e25th International Conference, Doha, Qatar, December 2?5, 2024, Proceedings, Part IV /$fedited by Mahmoud Barhamgi, Hua Wang, Xin Wang 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (475 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15439 311 08$a9789819605729 311 08$a9819605725 327 $a-- Learning and Optimization. -- PR-Rank: A Parameter Regression Approach for Learning-to-Rank Model Adaptation without Target Domain Data. -- Weighted Linear Regression with Optimized Gap for Learned Index. -- TAKE: Tracing Associative Empathy Keywords for Generating Empathetic Responses Based on Graph Attention. -- Intent identification using few-shot and active learning with user feedback. -- CLIMB: Imbalanced Data Modelling using Contrastive Learning with Limited Labels. -- Equivariant Diffusion-based Sequential Hypergraph Neural Networks with Co-Attention Fusion for Information Diffusion Prediction. -- CL3: A Collaborative Learning Framework for the Medical Data Ensuring Data Privacy in the Hyperconnected Environment. -- Selectivity Estimation for Spatial Filters using Optimizer Feedback: A Machine Learning Perspective. -- On Adversarial Training with Incorrect Labels. -- Model Lake: a New Alternative for Machine Learning Models Management and Governance. -- A Benchmark Test Suite for Multiple Traveling Salesmen Problem with Pivot Cities. -- Large Language Models and their Applications. -- Deconfounded Causality-aware Parameter-Efficient Fine-Tuning for Problem-Solving Improvement of LLMs. -- Regularized Multi-LLMs Collaboration for Enhanced Score-based Causal Discovery. -- Combining Uncensored and Censored LLMs for Ransomware Generation. -- Therapying Outside the Box: Innovating the Implementation and Evaulation of CBT in Therapeutic Artificial Agents. -- iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models. -- Is this site legit?": LLMs for Scam Website Detection. -- Towards Enhancing Linked Data Retrieval in Conversational UIs using Large Language Models. -- BioLinkerAI: Capturing Knowledge using LLMs to Enhance Biomedical Entity Linking. -- Enhancing LLMs Contextual Knowledge with Ontologies for Personalised Food Recommendation. -- ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources. -- AI Applications. -- Web-based AI Assistant for Medical Imaging: A Case Study on Predicting Spontaneous Preterm Birth via Ultrasound Images. -- Satellite-Driven Deep Learning Algorithm for Bathymetry Extraction. -- Would You Trust an AI Doctor? Building Reliable Medical Predictions with Kernel Dropout Uncertainty. -- Empowering Visual Navigation: A Deep-Learning Solution for Enhanced Accessibility and Safety among the Visually Impaired. -- A Transformer and LSTM Model for Electricity Consumption Forecasting and User?s Behavior Influence. -- Enhancing Customer Service Efficiency in the Holy Makkah Municipality Using Machine Learning. -- Motivation, Concerns, and Attitudes Towards AI: Differences by Gender, Age, and Culture. -- DefectClassifierX: A Cross-Platform Automated Pattern Classification System for Wafer Defects. -- Safe-Path: A Perspective on Next-Generation Road Safety Recommendations. -- Unsupervised and Dynamic Dendrogram-based Visualization of Medical Data. -- Federated Deep Learning Models for Stroke Prediction. 330 $aThis five-volume set LNCS 15436 -15440 constitutes the proceedings of the 25th International Conference on Web Information Systems Engineering, WISE 2024, held in Doha, Qatar, in December 2024. The 110 full papers and 55 short papers were presented in these proceedings were carefully reviewed and selected from 368 submissions. The papers have been organized in the following topical sections as follows: Part I : Information Retrieval and Text Processing; Text and Sentiment Analysis; Data Analysis and Optimisation; Query Processing and Information Extraction; Knowledge and Data Management. Part II: Social Media and News Analysis; Graph Machine Learning on Web and Social; Trustworthy Machine Learning; and Graph Data Management. Part III: Recommendation Systems; Web Systems and Architectures; and Humans and Web Security. Part IV: Learning and Optimization; Large Language Models and their Applications; and AI Applications. Part V: Security, Privacy and Trust; Online Safety and Wellbeing through AI; and Web Technologies.a . 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15439 606 $aInformation technology$xManagement 606 $aComputer Application in Administrative Data Processing 615 0$aInformation technology$xManagement. 615 14$aComputer Application in Administrative Data Processing. 676 $a005.3 700 $aBarhamgi$b Mahmoud$01782618 701 $aWang$b Hua$0851626 701 $aWang$b Xin$0847441 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996630867903316 996 $aWeb Information Systems Engineering ? WISE 2024$94309023 997 $aUNISA