Query Optimization in the Presence of Foreign Functions. - Surajit Chaudhuri; Kyuseok Shim (VLDB, 1993)

Including Group-By in Query Optimization. - Surajit Chaudhuri; Kyuseok Shim (VLDB, 1994)

Improvements on a Heuristic Algorithm for Multiple-Query Optimization. - Kyuseok Shim; Timos K. Sellis; Dana S. Nau (Data Knowl. Eng., 1994)

Optimizing Queries with Materialized Views. - Surajit Chaudhuri; Ravi Krishnamurthy; Spyros Potamianos; Kyuseok Shim (ICDE, 1995)

Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases. - Rakesh Agrawal 001; King-Ip Lin; Harpreet S. Sawhney; Kyuseok Shim (VLDB, 1995)

An Overview of Cost-based Optimization of Queries with Aggregates. - Surajit Chaudhuri; Kyuseok Shim (IEEE Data Eng. Bull., 1995)

Optimizing Queries with Aggregate Views. - Surajit Chaudhuri; Kyuseok Shim (EDBT, 1996)

Developing Tightly-Coupled Data Mining Applications on a Relational Database System. - Rakesh Agrawal 001; Kyuseok Shim (KDD, 1996)

Parametric Query Optimization. - Yannis E. Ioannidis; Raymond T. Ng; Kyuseok Shim; Timos K. Sellis (VLDB J., 1997)

A Constraint-Based Spatial Extension to SQL. - Gabriel M. Kuper; Sridhar Ramaswamy; Kyuseok Shim; Jianwen Su (ACM-GIS, 1998)

Scalable Algorithms for Mining Large Databases. - Rajeev Rastogi; Kyuseok Shim (KDD Tutorial Notes, 1999)

Of Crawlers, Portals, Mice and Men: Is there more to Mining the Web? (Panel). - Minos N. Garofalakis; Sridhar Ramaswamy; Rajeev Rastogi; Kyuseok Shim (SIGMOD Conference, 1999)

SPIRIT: Sequential Pattern Mining with Regular Expression Constraints. - Minos N. Garofalakis; Rajeev Rastogi; Kyuseok Shim (VLDB, 1999)

Data Mining and the Web: Past, Present and Future. - Minos N. Garofalakis; Rajeev Rastogi; S. Seshadri; Kyuseok Shim (Workshop on Web Information and Data Management, 1999)

Optimization of Queries with User-Defined Predicates. - Surajit Chaudhuri; Kyuseok Shim (ACM Trans. Database Syst., 1999)

Efficient algorithms for constructing decision trees with constraints. - Minos N. Garofalakis; Dongjoon Hyun; Rajeev Rastogi; Kyuseok Shim (KDD, 2000)

XTRACT: A System for Extracting Document Type Descriptors from XML Documents. - Minos N. Garofalakis; Aristides Gionis; Rajeev Rastogi; S. Seshadri; Kyuseok Shim (SIGMOD Conference, 2000)

Efficient Algorithms for Mining Outliers from Large Data Sets. - Sridhar Ramaswamy; Rajeev Rastogi; Kyuseok Shim (SIGMOD Conference, 2000)

PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning. - Rajeev Rastogi; Kyuseok Shim (Data Min. Knowl. Discov., 2000)

ROCK: A Robust Clustering Algorithm for Categorical Attributes. - Sudipto Guha; Rajeev Rastogi; Kyuseok Shim (Inf. Syst., 2000)

Editorial. - Paul S. Bradley; Usama M. Fayyad; Sunita Sarawagi; Kyuseok Shim (SIGKDD Explor., 2000)

Workshop Report: 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery. - Kyuseok Shim; Ramakrishnan Srikant (SIGKDD Explor., 2000)

Data-streams and histograms. - Sudipto Guha; Nick Koudas; Kyuseok Shim (STOC, 2001)

Cure: An Efficient Clustering Algorithm for Large Databases. - Sudipto Guha; Rajeev Rastogi; Kyuseok Shim (Inf. Syst., 2001)

Mining optimized support rules for numeric attributes. - Rajeev Rastogi; Kyuseok Shim (Inf. Syst., 2001)

Approximate query processing using wavelets. - Kaushik Chakrabarti; Minos N. Garofalakis; Rajeev Rastogi; Kyuseok Shim (VLDB J., 2001)

APEX: an adaptive path index for XML data. - Chin-Wan Chung; Jun-Ki Min; Kyuseok Shim (SIGMOD Conference, 2002)

Reminiscences on Influential Papers. - Kenneth A. Ross; Mary F. Fernandez; Kyuseok Shim (SIGMOD Rec., 2002)

Mining Sequential Patterns with Regular Expression Constraints. - Minos N. Garofalakis; Rajeev Rastogi; Kyuseok Shim (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)

High-Dimensional Similarity Joins. - Kyuseok Shim; Ramakrishnan Srikant; Rakesh Agrawal 001 (IEEE Trans. Knowl. Data Eng., 2002)

Techniques for Clustering Massive Data Sets. - Sudipto Guha; Rajeev Rastogi; Kyuseok Shim (Clustering and Information Retrieval, 2003)

Storage and Retrieval of XML Data using Relational Databases. - Surajit Chaudhuri; Kyuseok Shim (ICDE, 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)

Building Decision Trees with Constraints. - Minos N. Garofalakis; Dongjoon Hyun; Rajeev Rastogi; Kyuseok Shim (Data Min. Knowl. Discov., 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)

Mining Optimized Gain Rules for Numeric Attributes. - Sergey Brin; Rajeev Rastogi; Kyuseok Shim (IEEE Trans. Knowl. Data Eng., 2003)

XWAVE: Approximate Extended Wavelets for Streaming Data. - Sudipto Guha; Chulyun Kim; Kyuseok Shim (VLDB, 2004)

REHIST: Relative Error Histogram Construction Algorithms. - Sudipto Guha; Kyuseok Shim; Jungchul Woo (VLDB, 2004)

Recent Advances in Histogram Construction Algorithms. - Kyuseok Shim (WAIM, 2004)

WALRUS: A Similarity Retrieval Algorithm for Image Databases. - Apostol Natsev; Rajeev Rastogi; Kyuseok Shim (IEEE Trans. Knowl. Data Eng., 2004)

Offline and Data Stream Algorithms for Efficient Computation of Synopsis Structures. - Sudipto Guha; Kyuseok Shim (VLDB, 2005)

An adaptive path index for XML data using the query workload. - Jun-Ki Min; Chin-Wan Chung; Kyuseok Shim (Inf. Syst., 2005)

Storing XML (with XSD) in SQL Databases: Interplay of Logical and Physical Designs. - Surajit Chaudhuri; Zhiyuan Chen 003; Kyuseok Shim; Yuqing Wu (IEEE Trans. Knowl. Data Eng., 2005)

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)

Approximation and streaming algorithms for histogram construction problems. - Sudipto Guha; Nick Koudas; Kyuseok Shim (ACM Trans. Database Syst., 2006)

Approximate algorithms for K-anonymity. - Hyoungmin Park; Kyuseok Shim (SIGMOD Conference, 2007)

Extending Q-Grams to Estimate Selectivity of String Matching with Low Edit Distance. - Hongrae Lee; Raymond T. Ng; Kyuseok Shim (VLDB, 2007)

SQUIRE: Sequential pattern mining with quantities. - Chulyun Kim; Jong-Hwa Lim; Raymond T. Ng; Kyuseok Shim (J. Syst. Softw., 2007)

A Note on Linear Time Algorithms for Maximum Error Histograms. - Sudipto Guha; Kyuseok Shim (IEEE Trans. Knowl. Data Eng., 2007)

Wavelet synopsis for hierarchical range queries with workloads. - Sudipto Guha; Hyoungmin Park; Kyuseok Shim (VLDB J., 2008)

Approximate substring selectivity estimation. - Hongrae Lee; Raymond T. Ng; Kyuseok Shim (EDBT, 2009)

FAST: Flash-aware external sorting for mobile database systems. - Hyoungmin Park; Kyuseok Shim (J. Syst. Softw., 2009)

Power-Law Based Estimation of Set Similarity Join Size. - Hongrae Lee; Raymond T. Ng; Kyuseok Shim (Proc. VLDB Endow., 2009)

Efficient processing of substring match queries with inverted q-gram indexes. - Younghoon Kim; Kyoung-Gu Woo; Hyoungmin Park; Kyuseok Shim (ICDE, 2010)

Approximate algorithms with generalizing attribute values for k-anonymity. - Hyoungmin Park; Kyuseok Shim (Inf. Syst., 2010)

TWITOBI: A Recommendation System for Twitter Using Probabilistic Modeling. - Younghoon Kim; Kyuseok Shim (ICDM, 2011)

CATCH: A detecting algorithm for coalition attacks of hit inflation in internet advertising. - Chulyun Kim; Hui Miao; Kyuseok Shim (Inf. Syst., 2011)

Similarity Join Size Estimation using Locality Sensitive Hashing. - Hongrae Lee; Raymond T. Ng; Kyuseok Shim (Proc. VLDB Endow., 2011)

TEXT: Automatic Template Extraction from Heterogeneous Web Pages. - Chulyun Kim; Kyuseok Shim (IEEE Trans. Knowl. Data Eng., 2011)

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 (APSIPA, 2012)

HotDigg: Finding Recent Hot Topics from Digg. - Younghoon Kim; Kyuseok Shim (DASFAA (1), 2012)

Data Management Challenges and Opportunities in Cloud Computing. - Kyuseok Shim; Sang Kyun Cha; Lei Chen 002; Wook-Shin Han; Divesh Srivastava; Katsumi Tanaka; Hwanjo Yu; Xiaofang Zhou 001 (DASFAA (2), 2012)

Parallel Top-K Similarity Join Algorithms Using MapReduce. - Younghoon Kim; Kyuseok Shim (ICDE, 2012)

MapReduce Algorithms for Big Data Analysis. - Kyuseok Shim (Proc. VLDB Endow., 2012)

A remote cardiac monitoring system for preventive care. - Keunjoo Kwon; Heasoo Hwang; Hyoa Kang; Kyoung-Gu Woo; Kyuseok Shim (ICCE, 2013)

Efficient top-k algorithms for approximate substring matching. - Younghoon Kim; Kyuseok Shim (SIGMOD Conference, 2013)

DIGTOBI: a recommendation system for Digg articles using probabilistic modeling. - Younghoon Kim; Yoonjae Park; Kyuseok Shim (WWW, 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)

Parallel Computation of Skyline and Reverse Skyline Queries Using MapReduce. - Yoonjae Park; Jun-Ki Min; Kyuseok Shim (Proc. VLDB Endow., 2013)

Latent Ranking Analysis Using Pairwise Comparisons. - Younghoon Kim; Wooyeol Kim; Kyuseok Shim (ICDM, 2014)

TWILITE: A recommendation system for Twitter using a probabilistic model based on latent Dirichlet allocation. - Younghoon Kim; Kyuseok Shim (Inf. Syst., 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)

TWINS: Efficient time-windowed in-network joins for sensor networks. - Jun-Ki Min; Jinhyun Kim; Kyuseok Shim (Inf. Sci., 2014)

Supporting set-valued joins in NoSQL using MapReduce. - Chulyun Kim; Kyuseok Shim (Inf. Syst., 2015)

Aggregate query processing in the presence of duplicates in wireless sensor networks. - Jun-Ki Min; Raymond T. Ng; Kyuseok Shim (Inf. Sci., 2015)

Processing of Probabilistic Skyline Queries Using MapReduce. - Yoonjae Park; Jun-Ki Min; Kyuseok Shim (Proc. VLDB Endow., 2015)

Parallel computation of k-nearest neighbor joins using MapReduce. - Wooyeol Kim; Younghoon Kim; Kyuseok Shim (IEEE BigData, 2016)

Latent ranking analysis using pairwise comparisons in crowdsourcing platforms. - Younghoon Kim; Wooyeol Kim; Kyuseok Shim (Inf. Syst., 2017)

Integration of graphs from different data sources using crowdsourcing. - Younghoon Kim; Woohwan Jung; Kyuseok Shim (Inf. Sci., 2017)

Efficient Haar+ Synopsis Construction for the Maximum Absolute Error Measure. - Jinhyun Kim; Jun-Ki Min; Kyuseok Shim (Proc. VLDB Endow., 2017)

Special Section on the International Conference on Data Engineering 2015. - Wolfgang Lehner; Johannes Gehrke; Kyuseok Shim (IEEE Trans. Knowl. Data Eng., 2017)

Efficient Processing of Skyline Queries Using MapReduce. - Yoonjae Park; Jun-Ki Min; Kyuseok Shim (IEEE Trans. Knowl. Data Eng., 2017)

Preface to the special issue on big data search and mining. - Kai Zheng 001; Feifei Li 001; Kyuseok Shim (World Wide Web, 2017)

Preface to the special issue on advances in Spatio-temporal data analysis and management. - Kai Zheng 001; Feifei Li 001; Kyuseok Shim (GeoInformatica, 2018)

Crowdsourced Truth Discovery in the Presence of Hierarchies for Knowledge Fusion. - Woohwan Jung; Younghoon Kim; Kyuseok Shim (EDBT, 2019)

Efficient Aggregation Processing in the Presence of Duplicately Detected Objects in WSNs. - Jun-Ki Min; Raymond T. Ng; Kyuseok Shim (J. Sensors, 2019)

Efficient two-dimensional Haar + synopsis construction for the maximum absolute error measure. - Jinhyun Kim; Jun-Ki Min; Kyuseok Shim (VLDB J., 2019)

T-REX: A Topic-Aware Relation Extraction Model. - Woohwan Jung; Kyuseok Shim (CIKM, 2020)

Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation. - Woohwan Jung; Kyuseok Shim (COLING, 2020)

String Joins with Synonyms. - Gwangho Song; Hongrae Lee; Kyuseok Shim; Yoonjae Park; Wooyeol Kim (DASFAA (3), 2020)

TIDY: Publishing a Time Interval Dataset with Differential Privacy (Extended abstract). - Woohwan Jung; Suyong Kwon; Kyuseok Shim (ICDE, 2020)

Collecting Geospatial Data with Local Differential Privacy for Personalized Services. - Daeyoung Hong; Woohwan Jung; Kyuseok Shim (ICDE, 2021)

Substring Similarity Search with Synonyms. - Gwangho Song; Kyuseok Shim; Hongrae Lee (ICDE, 2021)

TIDY: Publishing a Time Interval Dataset With Differential Privacy. - Woohwan Jung; Suyong Kwon; Kyuseok Shim (IEEE Trans. Knowl. Data Eng., 2021)

T5 Encoder Based Acronym Disambiguation with Weak Supervision. - Gwangho Song; Hongrae Lee; Kyuseok Shim (SDU@AAAI, 2022)

Cardinality Estimation of Approximate Substring Queries using Deep Learning. - Suyong Kwon; Woohwan Jung; Kyuseok Shim (Proc. VLDB Endow., 2022)

THUNDER: Named Entity Recognition Using a Teacher-Student Model with Dual Classifiers for Strong and Weak Supervisions. - Seongwoong Oh; Woohwan Jung; Kyuseok Shim (ECAI, 2023)

Collecting Geospatial Data Under Local Differential Privacy With Improving Frequency Estimation. - Daeyoung Hong; Woohwan Jung; Kyuseok Shim (IEEE Trans. Knowl. Data Eng., 2023)

From Large Language Models to Databases and Back: A Discussion on Research and Education. - Sihem Amer-Yahia; Angela Bonifati; Lei Chen 002; Guoliang Li 001; Kyuseok Shim; Jianliang Xu; Xiaochun Yang 001 (SIGMOD Rec., 2023)

DP-FROST: Differentially Private Fine-tuning of Pre-trained Models with Freezing Model Parameters. - Daeyoung Hong; Woohwan Jung; Kyuseok Shim (COLING, 2025)

Cardinality Estimation of LIKE Predicate Queries using Deep Learning. - Suyong Kwon; Kyuseok Shim; Woohwan Jung (Proc. ACM Manag. Data, 2025)