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Author:   Zhifeng Bao ,  Renata Borovica-Gajic ,  Ruihong Qiu ,  Farhana Choudhury
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2024
Volume:   14386
Weight:   0.617kg
ISBN:  

9783031478420

ISBN 10:   3031478428
Pages:   386
Publication Date:   08 November 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Mining Complex Types of Data.- kNN Join for Dynamic High-dimensional Data: A Parallel Approach.- Take a Close Look at the Optimization of Deep Kernels forNon-parametric Two-sample Tests.- Probabilistic Reverse Top-k Query on Probabilistic Data.- Optimizing Taxi Route Planning Based on Taxi Trajectory Data Analysis.- Natural Language Processing and Text Analysis.- Learning Implicit Sentiment for Explainable Review-Based Recommendation.- Balanced and Explainable Social Media Analysis for Public Health with Large Language Models.- Prompt-based Effective Input Reformulation for Legal Case Retrieval.- Surveying the Landscape: Compound Methods for Aspect-Based Sentiment Analysis.- Machine Learning and Computer Vision.- Towards Reliable and Efficient Vegetation Segmentation for Australian Wheat Data Analysis.- SMST: A Saliency Map to Scanpath Transformer.- Multi-level Storage Optimization for Intermediate Data in AI Model Training.- Enhancing Night-to-Day Image Translation with Semantic Prior and Reference Image Guidance.- Batch Level Distributed Training of LSTM with Infinity Norm Gradient Flow.- Database Systems and Data Storage.- Health Status Assessment for HDDs based on Bi-LSTM and N-dimensional Similarity Metric.- Why Query Plans are Different: An Automatic Detection and Inference System.- An Empirical Analysis of Just-in-Time Compilation in Modern Databases.- Relational Expressions for Data Transformation and Computation.- Data Quality and Fairness for Graphs.- Discovering Graph Differential Dependencies.- Maximum Fairness-aware (k, r)-Core Identification in Large Graphs.- IFGNN: An Individual Fairness Awareness Model for Missing Sensitive Information Graphs.- Efficient Maximum Relative Fair Clique Computation in Attributed Graphs.- Graph Mining and Graph Algorithms.- Balanced Hop-Constrained Path Enumeration in Signed Directed Graphs.- An Experimental Evaluation of Two Methods on Shortest Distance Queries over Small-world Graphs.- Discovering Densest Subgraph over Heterogeneous Information Networks.- Influence Maximization Revisited.- On Directed Densest Subgraph Detection.

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