Kyuseok Shim

According to our database, Kyuseok Shim authored at least 100 papers between 1993 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

From Large Language Models to Databases and Back: A Discussion on Research and Education.

Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang

SIGMOD Rec., September, 2023

Collecting Geospatial Data Under Local Differential Privacy With Improving Frequency Estimation.

Daeyoung Hong, Woohwan Jung, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., July, 2023

THUNDER: Named Entity Recognition Using a Teacher-Student Model with Dual Classifiers for Strong and Weak Supervisions.

Seongwoong Oh, Woohwan Jung, Kyuseok Shim

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Cardinality Estimation of Approximate Substring Queries using Deep Learning.

Suyong Kwon, Woohwan Jung, Kyuseok Shim

Proc. VLDB Endow., 2022

T5 Encoder Based Acronym Disambiguation with Weak Supervision.

Gwangho Song, Hongrae Lee, Kyuseok Shim

Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

2021

TIDY: Publishing a Time Interval Dataset With Differential Privacy.

Woohwan Jung, Suyong Kwon, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., 2021

Substring Similarity Search with Synonyms.

Gwangho Song, Kyuseok Shim, Hongrae Lee

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Collecting Geospatial Data with Local Differential Privacy for Personalized Services.

Daeyoung Hong, Woohwan Jung, Kyuseok Shim

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

TIDY: Publishing a Time Interval Dataset with Differential Privacy (Extended abstract).

Woohwan Jung, Suyong Kwon, Kyuseok Shim

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

String Joins with Synonyms.

Gwangho Song, Hongrae Lee, Kyuseok Shim, Yoonjae Park, Wooyeol Kim

Proceedings of the Database Systems for Advanced Applications, 2020

Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation.

Woohwan Jung, Kyuseok Shim

Proceedings of the 28th International Conference on Computational Linguistics, 2020

T-REX: A Topic-Aware Relation Extraction Model.

Woohwan Jung, Kyuseok Shim

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Efficient two-dimensional Haar ⁺ synopsis construction for the maximum absolute error measure.

Jinhyun Kim, Jun-Ki Min, Kyuseok Shim

VLDB J., 2019

Efficient Aggregation Processing in the Presence of Duplicately Detected Objects in WSNs.

Jun-Ki Min, Raymond T. Ng, Kyuseok Shim

J. Sensors, 2019

Crowdsourced Truth Discovery in the Presence of Hierarchies for Knowledge Fusion.

Woohwan Jung, Younghoon Kim, Kyuseok Shim

Proceedings of the Advances in Database Technology, 2019

2018

Preface to the special issue on advances in Spatio-temporal data analysis and management.

Kai Zheng, Feifei Li, Kyuseok Shim

GeoInformatica, 2018

2017

Preface to the special issue on big data search and mining.

Kai Zheng, Feifei Li, Kyuseok Shim

World Wide Web, 2017

Efficient Processing of Skyline Queries Using MapReduce.

Yoonjae Park, Jun-Ki Min, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., 2017

Special Section on the International Conference on Data Engineering 2015.

Wolfgang Lehner, Johannes Gehrke, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., 2017

Efficient Haar+ Synopsis Construction for the Maximum Absolute Error Measure.

Jinhyun Kim, Jun-Ki Min, Kyuseok Shim

Proc. VLDB Endow., 2017

Integration of graphs from different data sources using crowdsourcing.

Younghoon Kim, Woohwan Jung, Kyuseok Shim

Inf. Sci., 2017

Latent ranking analysis using pairwise comparisons in crowdsourcing platforms.

Younghoon Kim, Wooyeol Kim, Kyuseok Shim

Inf. Syst., 2017

2016

Parallel computation of k-nearest neighbor joins using MapReduce.

Wooyeol Kim, Younghoon Kim, Kyuseok Shim

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Processing of Probabilistic Skyline Queries Using MapReduce.

Yoonjae Park, Jun-Ki Min, Kyuseok Shim

Proc. VLDB Endow., 2015

Aggregate query processing in the presence of duplicates in wireless sensor networks.

Jun-Ki Min, Raymond T. Ng, Kyuseok Shim

Inf. Sci., 2015

Supporting set-valued joins in NoSQL using MapReduce.

Chulyun Kim, Kyuseok Shim

Inf. Syst., 2015

2014

TWINS: Efficient time-windowed in-network joins for sensor networks.

Jun-Ki Min, Jinhyun Kim, Kyuseok Shim

Inf. Sci., 2014

DBCURE-MR: An efficient density-based clustering algorithm for large data using MapReduce.

Younghoon Kim, Kyuseok Shim, Min-Soeng Kim, June Sup Lee

Inf. Syst., 2014

TWILITE: A recommendation system for Twitter using a probabilistic model based on latent Dirichlet allocation.

Younghoon Kim, Kyuseok Shim

Inf. Syst., 2014

Latent Ranking Analysis Using Pairwise Comparisons.

Younghoon Kim, Wooyeol Kim, Kyuseok Shim

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Parallel Computation of Skyline and Reverse Skyline Queries Using MapReduce.

Yoonjae Park, Jun-Ki Min, Kyuseok Shim

Proc. VLDB Endow., 2013

Efficient processing of substring match queries with inverted variable-length gram indexes.

Younghoon Kim, Hyoungmin Park, Kyuseok Shim, Kyoung-Gu Woo

Inf. Sci., 2013

DIGTOBI: a recommendation system for Digg articles using probabilistic modeling.

Younghoon Kim, Yoonjae Park, Kyuseok Shim

Proceedings of the 22nd International World Wide Web Conference, 2013

Efficient top-k algorithms for approximate substring matching.

Younghoon Kim, Kyuseok Shim

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

A remote cardiac monitoring system for preventive care.

Keunjoo Kwon, Heasoo Hwang, Hyoa Kang, Kyoung-Gu Woo, Kyuseok Shim

Proceedings of the IEEE International Conference on Consumer Electronics, 2013

2012

MapReduce Algorithms for Big Data Analysis.

Kyuseok Shim

Proc. VLDB Endow., 2012

Parallel Top-K Similarity Join Algorithms Using MapReduce.

Younghoon Kim, Kyuseok Shim

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Data Management Challenges and Opportunities in Cloud Computing.

Kyuseok Shim, Sang Kyun Cha, Lei Chen, Wook-Shin Han, Divesh Srivastava, Katsumi Tanaka, Hwanjo Yu, Xiaofang Zhou

Proceedings of the Database Systems for Advanced Applications, 2012

HotDigg: Finding Recent Hot Topics from Digg.

Younghoon Kim, Kyuseok Shim

Proceedings of the Database Systems for Advanced Applications, 2012

A breast tumor classification method based on ultrasound BI-RADS data mining.

Jin Man Park, Hyoungmin Park, Jong-Ha Lee, Yeong Kyeong Seong, Kyoung-Gu Woo, Kyuseok Shim

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011

TEXT: Automatic Template Extraction from Heterogeneous Web Pages.

Chulyun Kim, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., 2011

Similarity Join Size Estimation using Locality Sensitive Hashing.

Hongrae Lee, Raymond T. Ng, Kyuseok Shim

Proc. VLDB Endow., 2011

CATCH: A detecting algorithm for coalition attacks of hit inflation in internet advertising.

Chulyun Kim, Hui Miao, Kyuseok Shim

Inf. Syst., 2011

TWITOBI: A Recommendation System for Twitter Using Probabilistic Modeling.

Younghoon Kim, Kyuseok Shim

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Approximate algorithms with generalizing attribute values for k-anonymity.

Hyoungmin Park, Kyuseok Shim

Inf. Syst., 2010

Efficient processing of substring match queries with inverted q-gram indexes.

Younghoon Kim, Kyoung-Gu Woo, Hyoungmin Park, Kyuseok Shim

Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Power-Law Based Estimation of Set Similarity Join Size.

Hongrae Lee, Raymond T. Ng, Kyuseok Shim

Proc. VLDB Endow., 2009

FAST: Flash-aware external sorting for mobile database systems.

Hyoungmin Park, Kyuseok Shim

J. Syst. Softw., 2009

Approximate substring selectivity estimation.

Hongrae Lee, Raymond T. Ng, Kyuseok Shim

Proceedings of the EDBT 2009, 2009

2008

Wavelet synopsis for hierarchical range queries with workloads.

Sudipto Guha, Hyoungmin Park, Kyuseok Shim

VLDB J., 2008

2007

A Note on Linear Time Algorithms for Maximum Error Histograms.

Sudipto Guha, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., 2007

SQUIRE: Sequential pattern mining with quantities.

Chulyun Kim, Jong-Hwa Lim, Raymond T. Ng, Kyuseok Shim

J. Syst. Softw., 2007

Extending Q-Grams to Estimate Selectivity of String Matching with Low Edit Distance.

Hongrae Lee, Raymond T. Ng, Kyuseok Shim

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Approximate algorithms for K-anonymity.

Hyoungmin Park, Kyuseok Shim

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

2006

Approximation and streaming algorithms for histogram construction problems.

Sudipto Guha, Nick Koudas, Kyuseok Shim

ACM Trans. Database Syst., 2006

Erratum to: "An adaptive path index for XML data using the query workload": [Information Systems 30(6) (2005) 467-487].

Jun-Ki Min, Chin-Wan Chung, Kyuseok Shim

Inf. Syst., 2006

2005

Storing XML (with XSD) in SQL Databases: Interplay of Logical and Physical Designs.

Surajit Chaudhuri, Zhiyuan Chen, Kyuseok Shim, Yuqing Wu

IEEE Trans. Knowl. Data Eng., 2005

An adaptive path index for XML data using the query workload.

Jun-Ki Min, Chin-Wan Chung, Kyuseok Shim

Inf. Syst., 2005

Offline and Data Stream Algorithms for Efficient Computation of Synopsis Structures.

Sudipto Guha, Kyuseok Shim

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

2004

WALRUS: A Similarity Retrieval Algorithm for Image Databases.

Apostol Natsev, Rajeev Rastogi, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., 2004

Recent Advances in Histogram Construction Algorithms.

Kyuseok Shim

Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004

REHIST: Relative Error Histogram Construction Algorithms.

Sudipto Guha, Kyuseok Shim, Jungchul Woo

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

XWAVE: Approximate Extended Wavelets for Streaming Data.

Sudipto Guha, Chulyun Kim, Kyuseok Shim

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

2003

Mining Optimized Gain Rules for Numeric Attributes.

Sergey Brin, Rajeev Rastogi, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., 2003

DTD Inference from XML Documents: The XTRACT Approach.

Minos N. Garofalakis, Aristides Gionis, Rajeev Rastogi, S. Seshadri, Kyuseok Shim

IEEE Data Eng. Bull., 2003

Building Decision Trees with Constraints.

Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastogi, Kyuseok Shim

Data Min. Knowl. Discov., 2003

XTRACT: Learning Document Type Descriptors from XML Document Collections.

Minos N. Garofalakis, Aristides Gionis, Rajeev Rastogi, S. Seshadri, Kyuseok Shim

Data Min. Knowl. Discov., 2003

Storage and Retrieval of XML Data using Relational Databases.

Surajit Chaudhuri, Kyuseok Shim

Proceedings of the 19th International Conference on Data Engineering, 2003

Techniques for Clustering Massive Data Sets.

Sudipto Guha, Rajeev Rastogi, Kyuseok Shim

Proceedings of the Clustering and Information Retrieval, 2003

2002

High-Dimensional Similarity Joins.

Kyuseok Shim, Ramakrishnan Srikant, Rakesh Agrawal

IEEE Trans. Knowl. Data Eng., 2002

Mining Optimized Association Rules with Categorical and Numeric Attributes.

Rajeev Rastogi, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., 2002

Mining Sequential Patterns with Regular Expression Constraints.

Minos N. Garofalakis, Rajeev Rastogi, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., 2002

Reminiscences on Influential Papers.

Kenneth A. Ross, Mary F. Fernandez, Kyuseok Shim

SIGMOD Rec., 2002

APEX: an adaptive path index for XML data.

Chin-Wan Chung, Jun-Ki Min, Kyuseok Shim

Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

2001

Approximate query processing using wavelets.

Kaushik Chakrabarti, Minos N. Garofalakis, Rajeev Rastogi, Kyuseok Shim

VLDB J., 2001

Mining optimized support rules for numeric attributes.

Rajeev Rastogi, Kyuseok Shim

Inf. Syst., 2001

Cure: An Efficient Clustering Algorithm for Large Databases.

Sudipto Guha, Rajeev Rastogi, Kyuseok Shim

Inf. Syst., 2001

Data-streams and histograms.

Sudipto Guha, Nick Koudas, Kyuseok Shim

Proceedings of the Proceedings on 33rd Annual ACM Symposium on Theory of Computing, 2001

2000

Workshop Report: 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery.

Kyuseok Shim, Ramakrishnan Srikant

SIGKDD Explor., 2000

Editorial.

Paul S. Bradley, Usama M. Fayyad, Sunita Sarawagi, Kyuseok Shim

SIGKDD Explor., 2000

ROCK: A Robust Clustering Algorithm for Categorical Attributes.

Sudipto Guha, Rajeev Rastogi, Kyuseok Shim

Inf. Syst., 2000

PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning.

Rajeev Rastogi, Kyuseok Shim

Data Min. Knowl. Discov., 2000

Efficient Algorithms for Mining Outliers from Large Data Sets.

Sridhar Ramaswamy, Rajeev Rastogi, Kyuseok Shim

Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

XTRACT: A System for Extracting Document Type Descriptors from XML Documents.

Minos N. Garofalakis, Aristides Gionis, Rajeev Rastogi, S. Seshadri, Kyuseok Shim

Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Efficient algorithms for constructing decision trees with constraints.

Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastogi, Kyuseok Shim

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

1999

Optimization of Queries with User-Defined Predicates.

Surajit Chaudhuri, Kyuseok Shim

ACM Trans. Database Syst., 1999

Data Mining and the Web: Past, Present and Future.

Minos N. Garofalakis, Rajeev Rastogi, S. Seshadri, Kyuseok Shim

Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), 1999

SPIRIT: Sequential Pattern Mining with Regular Expression Constraints.

Minos N. Garofalakis, Rajeev Rastogi, Kyuseok Shim

Proceedings of the VLDB'99, 1999

Of Crawlers, Portals, Mice and Men: Is there more to Mining the Web? (Panel).

Minos N. Garofalakis, Sridhar Ramaswamy, Rajeev Rastogi, Kyuseok Shim

Proceedings of the SIGMOD 1999, 1999

Scalable Algorithms for Mining Large Databases.

Rajeev Rastogi, Kyuseok Shim

Proceedings of the Tutorial Notes for ACM SIGKDD 1999 International Conference on Knowledge Discovery and Data Mining, 1999

1998

A Constraint-Based Spatial Extension to SQL.

Gabriel M. Kuper, Sridhar Ramaswamy, Kyuseok Shim, Jianwen Su

Proceedings of the ACM-GIS '98, 1998

1997

Parametric Query Optimization.

Yannis E. Ioannidis, Raymond T. Ng, Kyuseok Shim, Timos K. Sellis

VLDB J., 1997

1996

Developing Tightly-Coupled Data Mining Applications on a Relational Database System.

Rakesh Agrawal, Kyuseok Shim

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Optimizing Queries with Aggregate Views.

Surajit Chaudhuri, Kyuseok Shim

Proceedings of the Advances in Database Technology, 1996

1995

An Overview of Cost-based Optimization of Queries with Aggregates.

Surajit Chaudhuri, Kyuseok Shim

IEEE Data Eng. Bull., 1995

Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases.

Rakesh Agrawal, King-Ip Lin, Harpreet S. Sawhney, Kyuseok Shim

Proceedings of the VLDB'95, 1995

Optimizing Queries with Materialized Views.

Surajit Chaudhuri, Ravi Krishnamurthy, Spyros Potamianos, Kyuseok Shim

Proceedings of the Eleventh International Conference on Data Engineering, 1995

1994

Improvements on a Heuristic Algorithm for Multiple-Query Optimization.

Kyuseok Shim, Timos K. Sellis, Dana S. Nau

Data Knowl. Eng., 1994

Including Group-By in Query Optimization.

Surajit Chaudhuri, Kyuseok Shim

Proceedings of the VLDB'94, 1994

1993

Query Optimization in the Presence of Foreign Functions.

Surajit Chaudhuri, Kyuseok Shim

Proceedings of the 19th International Conference on Very Large Data Bases, 1993