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Generating Real-Time Explanations for GNNs via Multiple Specialty Learners and Online Knowledge Distillation

IEEE access, 2023, Vol.11, p.40790-40808

2023

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Efficient ML Lifecycle Transferring for Large-scale and High-dimensional Data via Core Set-based Dataset Similarity

IEEE access, 2023-01, Vol.11, p.1-1

2023

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String similarity joins: an experimental evaluation

Proceedings of the VLDB Endowment, 2014-04, Vol.7 (8), p.625-636

2014

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Top-k string similarity search with edit-distance constraints

2013 IEEE 29th International Conference on Data Engineering (ICDE), 2013, p.925-936

2013

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Frontiers in Information and Software as Services

2009 IEEE 25th International Conference on Data Engineering, 2009, p.1761-1768

2009

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Efficient location-aware influence maximization

Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data, 2014, p.87-98

2014

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R3: a real-time route recommendation system

Proceedings of the VLDB Endowment, 2014-08, Vol.7 (13), p.1549-1552

2014

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Toward Interpretable Graph Classification via Concept-Focused Structural Correspondence

Trends and Applications in Knowledge Discovery and Data Mining, p.20-31

Volltextzugriff (PDF)

Human-Driven Active Verification for Efficient and Trustworthy Graph Classification

Advances in Knowledge Discovery and Data Mining, p.105-116

Volltextzugriff (PDF)

Bridging two worlds with RICE: integrating R into the SAP in-memory computing engine

Proceedings of the VLDB Endowment, 2011, Vol.4 (12), p.1307-1317

2011

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SEMINT: A tool for identifying attribute correspondences in heterogeneous databases using neural networks

Data & knowledge engineering, 2000-04, Vol.33 (1), p.49-84

2000

Volltextzugriff (PDF)

ELAN: An Efficient Location-Aware Analytics System

Big data research, 2016-09, Vol.5, p.16-21

2016

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Toward Interpretable Machine Learning: Constructing Polynomial Models Based on Feature Interaction Trees

Advances in Knowledge Discovery and Data Mining, p.159-170

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Dynamic Materialization of Query Views for Data Warehouse Workloads

2008 IEEE 24th International Conference on Data Engineering, 2008, p.436-445

2008

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Enabling policy-based access control in BI applications

Data & knowledge engineering, 2008-08, Vol.66 (2), p.199-222

2008

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Query relaxation by structure and semantics for retrieval of logical Web documents

IEEE transactions on knowledge and data engineering, 2002-07, Vol.14 (4), p.768-791

2002

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A request-routing framework for SOA-based enterprise computing

Proceedings of the VLDB Endowment, 2008-08, Vol.1 (1), p.996-1007

2008

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Information Value-Driven Near Real-Time Decision Support Systems

2009 29th IEEE International Conference on Distributed Computing Systems, 2009, p.571-578

2009

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Improving parallelism of federated query processing

Data & knowledge engineering, 2008-03, Vol.64 (3), p.511-533

2008

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J2EE Architecture for Database Cluster-Based High Volume E-Commerce Web Applications

2008 The 28th International Conference on Distributed Computing Systems, 2008, p.697-704

2008

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Real-Time Social Distancing Alert System Using Pose Estimation on Smart Edge Devices

Recent Challenges in Intelligent Information and Database Systems, p.291-300

Volltextzugriff (PDF)

Toward Interpretable Graph Neural Networks via Concept Matching Model

2023 IEEE International Conference on Data Mining (ICDM), 2023, p.950-955

2023

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Load balancing and data placement for multi-tiered database systems

Data & knowledge engineering, 2007-09, Vol.62 (3), p.523-546

2007

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New Frontiers in Information and Software as Services: Service and Application Design Challenges in the Cloud

1, 2011

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XG: A Data-Driven Computation Grid for Enterprise-Scale Mining

Database and Expert Systems Applications, 2005, p.828-837

2005

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Generating Real-Time Explanations for GNNs via Multiple Specialty Learners and Online Knowledge Distillation

Efficient ML Lifecycle Transferring for Large-scale and High-dimensional Data via Core Set-based Dataset Similarity

String similarity joins: an experimental evaluation

Top-k string similarity search with edit-distance constraints

Frontiers in Information and Software as Services

Efficient location-aware influence maximization

R3: a real-time route recommendation system

Toward Interpretable Graph Classification via Concept-Focused Structural Correspondence

Human-Driven Active Verification for Efficient and Trustworthy Graph Classification

Bridging two worlds with RICE: integrating R into the SAP in-memory computing engine

SEMINT: A tool for identifying attribute correspondences in heterogeneous databases using neural networks

ELAN: An Efficient Location-Aware Analytics System

Toward Interpretable Machine Learning: Constructing Polynomial Models Based on Feature Interaction Trees

Dynamic Materialization of Query Views for Data Warehouse Workloads

Enabling policy-based access control in BI applications

Query relaxation by structure and semantics for retrieval of logical Web documents

A request-routing framework for SOA-based enterprise computing

Information Value-Driven Near Real-Time Decision Support Systems

Improving parallelism of federated query processing

J2EE Architecture for Database Cluster-Based High Volume E-Commerce Web Applications

Real-Time Social Distancing Alert System Using Pose Estimation on Smart Edge Devices

Toward Interpretable Graph Neural Networks via Concept Matching Model

Load balancing and data placement for multi-tiered database systems

New Frontiers in Information and Software as Services: Service and Application Design Challenges in the Cloud

XG: A Data-Driven Computation Grid for Enterprise-Scale Mining

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