the proceedings contain 40 papers. the topics discussed include: on-line preferential nearest neighbor browsing in large attributed graphs;mining useful time graph patterns on extensively discussed topics on the web;q...
ISBN:
(纸本)3642145884
the proceedings contain 40 papers. the topics discussed include: on-line preferential nearest neighbor browsing in large attributed graphs;mining useful time graph patterns on extensively discussed topics on the web;querying graph-based repositories of business process models;towards large-scale scientific dataspaces for e-science applications;checking structural integrity for metadata repository systems by means of description logics;on memory and I/O efficient duplication detection for multiple self-clean data sources;top-K generation of mediated schemas over multiple data sources;a graphical method for reference reconciliation;benchmarking the compression of XML node streams;generation of synthetic XML for evaluation of hybrid XML systems;benchmarking publish/subscribe-based messaging systems;an experimental evaluation of relational RDF storage and querying techniques;and task-oriented user modeling method and its application to service navigation on the web.
the proceedings contain 103 papers. the topics discussed include: knowledge on the web: robust and scalable harvesting of entity-relationship facts;distributed cache indexing for efficient subspace skyline computation...
ISBN:
(纸本)3642120970
the proceedings contain 103 papers. the topics discussed include: knowledge on the web: robust and scalable harvesting of entity-relationship facts;distributed cache indexing for efficient subspace skyline computation in P2P networks;mining rare association rules in the datasets with widely varying items' frequencies;generalized rule mining;effectively inferring the search-for node type in XML keyword search;nova: a novel and efficient framework for finding subgraph isomorphism mappings in large graphs;efficiently answering probability threshold-based SP queries over uncertain graphs;discovering burst areas in fast evolving graphs;constraint-aware complex event pattern detection over streams;attribute outlier detection over data streams;highly scalable multiprocessing algorithms for preference-based database retrieval;peer-to-peer similarity search based on m-tree indexing;and optimizing write performance for read optimized databases.
the proceedings contain 103 papers. the topics discussed include: knowledge on the web: robust and scalable harvesting of entity-relationship facts;distributed cache indexing for efficient subspace skyline computation...
ISBN:
(纸本)3642120253
the proceedings contain 103 papers. the topics discussed include: knowledge on the web: robust and scalable harvesting of entity-relationship facts;distributed cache indexing for efficient subspace skyline computation in P2P networks;mining rare association rules in the datasets with widely varying items' frequencies;generalized rule mining;effectively inferring the search-for node type in XML keyword search;nova: a novel and efficient framework for finding subgraph isomorphism mappings in large graphs;efficiently answering probability threshold-based SP queries over uncertain graphs;discovering burst areas in fast evolving graphs;constraint-aware complex event pattern detection over streams;attribute outlier detection over data streams;highly scalable multiprocessing algorithms for preference-based database retrieval;peer-to-peer similarity search based on m-tree indexing;and optimizing write performance for read optimized databases.
the proceedings contain 87 papers. the special focus in this conference is on databasesystems for advancedapplications. the topics include: Higher-Order Graph Contrastive Learning for Recommendation;FNDPro: Eva...
ISBN:
(纸本)9789819757787
the proceedings contain 87 papers. the special focus in this conference is on databasesystems for advancedapplications. the topics include: Higher-Order Graph Contrastive Learning for Recommendation;FNDPro: Evaluating the Importance of Propagations during Fake News Spread;leveraging Homophily-Augmented Energy Propagation for Bot Detection on Graphs;multi-level Contrastive Learning on Weak Social Networks for Information Diffusion Prediction;biasRec: A General Bias-Aware Social Recommendation Model;beyond the Known: Novel Class Discovery for Open-World Graph Learning;robust Graph Recommendation via Noise-Aware Adversarial Perturbation;learning Social Graph for Inactive User Recommendation;MANE: A Multi-cascade Adversarial Network Embedding Model for Anchor Link Prediction;uTransfer: Unified Transferability Metric Incorporating Heterogeneous User Data in Social Network;GPSR: Graph Prompt for Session-Based Recommendation;guiding Graph Learning with Denoised Modality for Multi-modal Recommendation;enhancing Multi-view Contrastive Learning for Graph Anomaly Detection;global Route Planning for Large-Scale Requests on Traffic-Aware Road Network;TransGAD: A Transformer-Based Autoencoder for Graph Anomaly Detection;unsupervised Node Clustering via Contrastive Hard Sampling;DySDGNN: Representation Learning in Dynamic Signed Directed Networks;multi-objective Graph Neural Network Explanatory Model with Local and Global Information Preservation;EGNN-AD: An Effective Graph Neural Network-Based Approach for Anomaly Detection on Edge-Attributed Graphs;diffusion Model-Enhanced Contrastive Learning for Graph Representation;H2GNN: Graph Neural Networks with Homophilic and Heterophilic Feature Aggregations;Super-Node Generation for GNN-Based Recommender systems: Enhancing Distant Node Integration via Graph Coarsening;history Driven Sampling for Scalable Graph Neural Networks;subgraph Patterns Enhanced Graph Neural Network for Fraud Detection;advancing Latent Representation Ranking fo
the proceedings contain 87 papers. the special focus in this conference is on databasesystems for advancedapplications. the topics include: Higher-Order Graph Contrastive Learning for Recommendation;FNDPro: Eva...
ISBN:
(纸本)9789819755547
the proceedings contain 87 papers. the special focus in this conference is on databasesystems for advancedapplications. the topics include: Higher-Order Graph Contrastive Learning for Recommendation;FNDPro: Evaluating the Importance of Propagations during Fake News Spread;leveraging Homophily-Augmented Energy Propagation for Bot Detection on Graphs;multi-level Contrastive Learning on Weak Social Networks for Information Diffusion Prediction;biasRec: A General Bias-Aware Social Recommendation Model;beyond the Known: Novel Class Discovery for Open-World Graph Learning;robust Graph Recommendation via Noise-Aware Adversarial Perturbation;learning Social Graph for Inactive User Recommendation;MANE: A Multi-cascade Adversarial Network Embedding Model for Anchor Link Prediction;uTransfer: Unified Transferability Metric Incorporating Heterogeneous User Data in Social Network;GPSR: Graph Prompt for Session-Based Recommendation;guiding Graph Learning with Denoised Modality for Multi-modal Recommendation;enhancing Multi-view Contrastive Learning for Graph Anomaly Detection;global Route Planning for Large-Scale Requests on Traffic-Aware Road Network;TransGAD: A Transformer-Based Autoencoder for Graph Anomaly Detection;unsupervised Node Clustering via Contrastive Hard Sampling;DySDGNN: Representation Learning in Dynamic Signed Directed Networks;multi-objective Graph Neural Network Explanatory Model with Local and Global Information Preservation;EGNN-AD: An Effective Graph Neural Network-Based Approach for Anomaly Detection on Edge-Attributed Graphs;diffusion Model-Enhanced Contrastive Learning for Graph Representation;H2GNN: Graph Neural Networks with Homophilic and Heterophilic Feature Aggregations;Super-Node Generation for GNN-Based Recommender systems: Enhancing Distant Node Integration via Graph Coarsening;history Driven Sampling for Scalable Graph Neural Networks;subgraph Patterns Enhanced Graph Neural Network for Fraud Detection;advancing Latent Representation Ranking fo
the proceedings contain 26 papers. the special focus in this conference is on Big Data Management and Service. the topics include: FAIth: A Fast, Accurate, and Lightweight database-Agnostic Learned Cost Model;fas...
ISBN:
(纸本)9789819609130
the proceedings contain 26 papers. the special focus in this conference is on Big Data Management and Service. the topics include: FAIth: A Fast, Accurate, and Lightweight database-Agnostic Learned Cost Model;fast Approximate Temporal Butterfly Counting on Bipartite Graphs via Edge Sampling;Financial-ICS: Identifying Peer Firms via LongBERT from 10K Reports;establishing a Decentralized Diamond Quality Management System: Advancing Towards Global Standardization;co-estimation of Data Types and their Positional Distribution;Enhancing Load Forecasting with VAE-GAN-Based Data Cleaning for Electric Vehicle Charging Loads;audio-Guided Visual Knowledge Representation;boundary Point Detection Combining Gravity and Outlier Detection Methods;A Meta-learning Approach for Category-Aware Sequential Recommendation on POIs;automatic Post-editing of Speech Recognition System Output Using Large Language Models;comparative Analysis with Multiple Large-Scale Language Models for Automatic Generation of Funny Dialogues;effectiveness of the Programmed Visual Contents Comparison Method for Two Phase Collaborative Learning in Computer Programming Education: A Case Study;generating Achievement Relationship Graph Between Actions for Alternative Solution Recommendation;generating News Headline Containing Specific Person Name;Investigating Evidence in Sentence Similarity Using MASK in BERT;acceleration of Synopsis Construction for Bounded Approximate Query Processing;Query Expansion in Food Review Search with Synonymous Phrase Generation by LLM;Question Answer Summary Generation from Unstructured Texts by Using LLMs;Real Estate Information Exploration in VR with LoD Control by Physical Distance;voices of Asynchronous Learning Students: Revealing Learning Characteristics through Vocabulary Analysis of Notes Tagged in Videos;review Search Interface Based on Search Result Summarization Using Large Language Model;yes-No Flowchart Generation for Interactive Exploration of Personalized Health Improve
the proceedings contain 25 papers. the special focus in this conference is on database and Expert systemsapplications. the topics include: Classifying big DNA methylation data: A gene-oriented approach;classifying le...
ISBN:
(纸本)9783319991320
the proceedings contain 25 papers. the special focus in this conference is on database and Expert systemsapplications. the topics include: Classifying big DNA methylation data: A gene-oriented approach;classifying leukemia and gout patients with neural networks;incremental wrapper based random forest gene subset selection for tumor discernment;protein identification as a suitable application for fast data architecture;Mining geometrical motifs co-occurrences in the CMS dataset;suitable overlapping set visualization techniques and their application to visualize biclustering results on gene expression data;can We quantify domainhood? Exploring measures to assess domain-specificity in web corpora;a case study of closed-domain response suggestion with limited training data;what to Read Next? Challenges and preliminary results in selecting representative documents;thespisDIIP: Distributed integrity invariant preservation;text-based annotation of scientific images using wikimedia categories;detecting link and landing page misalignment in marketing emails;toward validation of textual information retrieval techniques for software weaknesses;investigating the effect of attributes on user trust in social media;analysing author self-citations in computer science publications;a semantic-based personalized information retrieval approach using a geo-social user profile;privacy issues for cloud systems;script based migration toolkit for cloud computing architecture in building scalable investment platforms;space-adaptive and workload-aware replication and partitioning for distributed rdf triple stores;performance comparison of three spark-based implementations of parallel entity resolution;Big data analytics: Exploring graphs with optimized SQL queries;new modeling ideas for the exact solution of the closest string problem;ensemble clustering based dimensional reduction.
the proceedings contain 92 papers. the special focus in this conference is on Deductive DB Aspects, applications and Multidimensional Indexing. the topics include: Supporting contract execution through recommended wor...
ISBN:
(纸本)3540229361
the proceedings contain 92 papers. the special focus in this conference is on Deductive DB Aspects, applications and Multidimensional Indexing. the topics include: Supporting contract execution through recommended workflows;ensuring task dependencies during workflow recovery;web service based architecture for workflow management systems;feasibility conditions and preference criteria in querying and repairing inconsistent databases;optimal deployment of triggers for detecting events;a new approach for checking schema validation properties;on evolution of xml workflow schemata;a framework for selecting workflow tools in the context of composite information systems;evaluation strategies for bitmap indices with binning;on the automation of similarity information maintenance in flexible query answering systems;an efficient neighbor searching scheme of distributed collaborative filtering on p2p overlay network;partially ordered preferences applied to the site location problem in urban planning;a flexible fuzzy expert system for fuzzy duplicate elimination in data cleaning;an intelligent tool for database administration;interacting with electronic institutions;growing node policies of a main memory index structure for moving objects databases;an enhanced cache conscious multi-dimensional index structures;classification decision combination for text categorization;information extraction via automatic pattern discovery in identified region;an approach for automatically populating semantic web from unstructured text collections;text categorization by a machine-learning-based term selection;update conscious inverted indexes for xml queries in relational databases and a selective key-oriented xml index for the index selection problem in XDBMS.
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