Web Information Systems Engineering - WISE 2024

.- 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.