Kurt Stockinger

Orcid: 0000-0003-4034-4812

Affiliations:
  • Zurich University of Applied Sciences, Switzerland


According to our database1, Kurt Stockinger authored at least 97 papers between 1998 and 2025.

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Bibliography

2025
GraLMatch: Matching Groups of Entities with Graphs and Language Models.
Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries.
Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

2024
Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective.
Proc. VLDB Endow., March, 2024

StatBot.Swiss: Bilingual Open Data Exploration in Natural Language.
CoRR, 2024

Detecting Anomalies in Time Series Using Kernel Density Approaches.
IEEE Access, 2024

QardEst: Using Quantum Machine Learning for Cardinality Estimation of Join Queries.
Proceedings of the Workshop on Quantum Computing and Quantum-Inspired Technology for Data-Intensive Systems and Applications, 2024

2023
ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems.
Proc. VLDB Endow., December, 2023

The Role of Data Scientists in Modern Enterprises - Experience from Data Science Education.
SIGMOD Rec., June, 2023

Data-Driven Information Extraction and Enrichment of Molecular Profiling Data for Cancer Cell Lines.
CoRR, 2023

Experimental Evaluation of Quantum Machine Learning Algorithms.
IEEE Access, 2023

Multiple Query Optimization Using a Gate-Based Quantum Computer.
IEEE Access, 2023

Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms.
Inf. Syst., 2022

Bio-SODA UX: enabling natural language question answering over knowledge graphs with user disambiguation.
Distributed Parallel Databases, 2022

Building Natural Language Interfaces for Databases in Practice.
Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

Improving NL-to-Query Systems through Re-ranking of Semantic Hypothesis.
Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

Evaluation of Algorithms for Interaction-Sparse Recommendations: Neural Networks don't Always Win.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

Detecting Errors in Databases with Bidirectional Recurrent Neural Networks.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

2021
INODE: Building an End-to-End Data Exploration System in Practice.
SIGMOD Rec., 2021

Querying knowledge graphs in natural language.
J. Big Data, 2021

Multiple Query Optimization using a Hybrid Approach of Classical and Quantum Computing.
CoRR, 2021

INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision].
CoRR, 2021

Bio-SODA: Enabling Natural Language Question Answering over Knowledge Graphs without Training Data.
Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021

ValueNet: A Natural Language-to-SQL System that Learns from Database Information.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

INODE - Intelligence Open Data Exploration.
Proceedings of the SNTA@HPDC 2021: Proceedings of the 2021 on Systems and Network Telemetry and Analytics, 2021

2020
Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms.
J. Big Data, 2020

ValueNet: A Neural Text-to-SQL Architecture Incorporating Values.
CoRR, 2020

Annotating Web Tables through Knowledge Bases: A Context-Based Approach.
Proceedings of the 7th Swiss Conference on Data Science, 2020

Database Search vs. Information Retrieval: A Novel Method for Studying Natural Language Querying of Semi-Structured Data.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Entity Matching with Transformer Architectures - A Step Forward in Data Integration.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
A comparative survey of recent natural language interfaces for databases.
VLDB J., 2019

Scalable architecture for Big Data financial analytics: user-defined functions vs. SQL.
J. Big Data, 2019

A hands-on introduction to querying evolutionary relationships across multiple data sources using SPARQL.
F1000Research, 2019

Join Query Optimization with Deep Reinforcement Learning Algorithms.
CoRR, 2019

Enabling semantic queries across federated bioinformatics databases.
Database J. Biol. Databases Curation, 2019

Entity Matching on Unstructured Data: An Active Learning Approach.
Proceedings of the 6th Swiss Conference on Data Science, 2019

VoIDext: Vocabulary and Patterns for Enhancing Interoperable Datasets with Virtual Links.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

Lessons Learned from Challenging Data Science Case Studies.
Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Data Scientists.
Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Introduction to Applied Data Science.
Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Data Warehousing and Exploratory Analysis for Market Monitoring.
Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Large-Scale Data-Driven Financial Risk Assessment.
Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Organization.
Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Data Science.
Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Narrative Visualization of Open Data.
Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

2018
ViPIOS - VIenna Parallel Input Output System: Language, Compiler and Advanced Data Structure Support for Parallel I/O Operations.
CoRR, 2018

A Hybrid Approach for Alarm Verification using Stream Processing, Machine Learning and Text Analytics.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

Large-Scale Data-Driven Financial Risk Modeling Using Big Data Technology.
Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, 2018

2017
ZNS - Efficient query processing with ZurichNoSQL.
Data Knowl. Eng., 2017

2016
Applied Data Science: Using Machine Learning for Alarm Verification.
ERCIM News, 2016

2015
Toward Automatic Data Curation for Open Data.
ERCIM News, 2015

2014
Data Science für Lehre, Forschung und Praxis.
HMD Prax. Wirtsch., 2014

2012
SODA: Generating SQL for Business Users.
Proc. VLDB Endow., 2012

The Credit Suisse Meta-data Warehouse.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011
Data-thirsty business analysts need SODA: search over data warehouse.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Analyses of multi-level and multi-component compressed bitmap indexes.
ACM Trans. Database Syst., 2010

2009
Using Bitmap Index for Joint Queries on Structured and Text Data.
Proceedings of the New Trends in Data Warehousing and Data Analysis, 2009

2008
Dynamic data replication in LCG 2008.
Concurr. Comput. Pract. Exp., 2008

Breaking the Curse of Cardinality on Bitmap Indexes.
Proceedings of the Scientific and Statistical Database Management, 2008

Adaptive Bitmap Indexes for Space-Constrained Systems.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Enabling Real-Time Querying of Live and Historical Stream Data.
Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

2006
Formal analysis of an agent-based optimisation strategy for Data Grids.
Multiagent Grid Syst., 2006

Minimizing I/O Costs of Multi-Dimensional Queries with Bitmap Indices.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

HDF5-FastQuery: Accelerating Complex Queries on HDF Datasets using Fast Bitmap Indices.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Imaging and visual analysis - Detecting distributed scans using high-performance query-driven visualization.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Accelerating Network Traffic Analytics Using Query-Driven Visualization.
Proceedings of the 1st IEEE Symposium On Visual Analytics Science And Technology, 2006

2005
File-based replica management.
Future Gener. Comput. Syst., 2005

Performance engineering in data Grids.
Concurr. Pract. Exp., 2005

Query-Driven Visualization of Large Data Sets.
Proceedings of the 16th IEEE Visualization Conference, 2005

DEX: Increasing the Capability of Scientific Data Analysis Pipelines by Using Efficient Bitmap Indices to Accelerate Scientific Visualization.
Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Network Traffic Analysis With Query Driven Visualization SC 2005 HPC Analytics Results.
Proceedings of the ACM/IEEE SC2005 Conference on High Performance Networking and Computing, 2005

RRS: Replica Registration Service for Data Grids.
Proceedings of the Data Management in Grids, First VLDB Workshop, 2005

Optimizing I/O Costs of Multi-dimensional Queries Using Bitmap Indices.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

Optimizing candidate check costs for bitmap indices.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Analysis of Scheduling and Replica Optimisation Strategies for Data Grids Using OptorSim.
J. Grid Comput., 2004

Replica Management in the European DataGrid Project.
J. Grid Comput., 2004

EU Funded Grid Development in Europe.
Proceedings of the Grid Computing, 2004

Evaluation Strategies for Bitmap Indices with Binning.
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004

Data Grid tutorials with hands-on experience.
Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), 2004

2003
Optorsim: A Grid Simulator for Studying Dynamic Data Replication Strategies.
Int. J. High Perform. Comput. Appl., 2003

Advanced Replica Management with Reptor.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

Access Cost Estimation for Unified Grid Storage Systems.
Proceedings of the 4th International Workshop on Grid Computing (GRID 2003), 2003

Evaluating Scheduling and Replica Optimisation Strategies in OptorSim.
Proceedings of the 4th International Workshop on Grid Computing (GRID 2003), 2003

Evaluation of an economy-based file replication strategy for a data grid.
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003

2002
Giggle: a framework for constructing scalable replica location services.
Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002

Simulation of Dynamic Grid Replication Strategies in OptorSim.
Proceedings of the Grid Computing, 2002

Strategies for processing ad hoc queries on large data warehouses.
Proceedings of the DOLAP 2002, 2002

Bitmap Indices for Speeding Up High-Dimensional Data Analysis.
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002

Towards an Economy-Based Optimisation of File Access and Replication on a Data Grid.
Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002

2001
Towards a Cost Model for Distributed and Replicated Data Stores.
Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001

Design and Implementation of Bitmap Indices for Scientific Data.
Proceedings of the International Database Engineering & Applications Symposium, 2001

Models for Replica Synchronisation and Consistency in a Data Grid.
Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing (HPDC-10 2001), 2001

2000
ViMPIOS, a "truly" portable MPI-IO implementation.
Proceedings of the Eight Euromicro Workshop on Parallel and Distributed Processing, 2000

Data Management in an International Data Grid Project.
Proceedings of the Grid Computing, 2000

Improving the Performance of High-Energy Physics Analysis through Bitmap Indices.
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000

1998
On the Implementation of a Portable, Client-Server Based MPI-IO Interface.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1998


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