Kyuseok Shim

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 26

Top Venues

Proc. VLDB Endow.

Inf. Syst.

IEEE Trans. Knowl. Data Eng.

Inf. Sci.

Publications

Daeyoung Hong, Woohwan Jung, Kyuseok Shim
Collecting Geospatial Data Under Local Differential Privacy With Improving Frequency Estimation. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang
From Large Language Models to Databases and Back: A Discussion on Research and Education. SIGMOD Rec. 52 (3) (2023)
Seongwoong Oh, Woohwan Jung, Kyuseok Shim
THUNDER: Named Entity Recognition Using a Teacher-Student Model with Dual Classifiers for Strong and Weak Supervisions. ECAI (2023)
Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang
From Large Language Models to Databases and Back: A discussion on research and education. CoRR (2023)
Suyong Kwon, Woohwan Jung, Kyuseok Shim
Cardinality Estimation of Approximate Substring Queries using Deep Learning. Proc. VLDB Endow. 15 (11) (2022)
Gwangho Song, Hongrae Lee, Kyuseok Shim
T5 Encoder Based Acronym Disambiguation with Weak Supervision. SDU@AAAI (2022)
Woohwan Jung, Suyong Kwon, Kyuseok Shim
TIDY: Publishing a Time Interval Dataset With Differential Privacy. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Daeyoung Hong, Woohwan Jung, Kyuseok Shim
Collecting Geospatial Data with Local Differential Privacy for Personalized Services. ICDE (2021)
Gwangho Song, Kyuseok Shim, Hongrae Lee
Substring Similarity Search with Synonyms. ICDE (2021)
Woohwan Jung, Suyong Kwon, Kyuseok Shim
TIDY: Publishing a Time Interval Dataset with Differential Privacy (Extended abstract). ICDE (2020)
Woohwan Jung, Kyuseok Shim
Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation. COLING (2020)
Woohwan Jung, Kyuseok Shim
T-REX: A Topic-Aware Relation Extraction Model. CIKM (2020)
Gwangho Song, Hongrae Lee, Kyuseok Shim, Yoonjae Park, Wooyeol Kim
String Joins with Synonyms. DASFAA (3) (2020)
Woohwan Jung, Kyuseok Shim
Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation. CoRR (2020)
Woohwan Jung, Younghoon Kim, Kyuseok Shim
Crowdsourced Truth Discovery in the Presence of Hierarchies for Knowledge Fusion. CoRR (2019)
Woohwan Jung, Younghoon Kim, Kyuseok Shim
Crowdsourced Truth Discovery in the Presence of Hierarchies for Knowledge Fusion. EDBT (2019)
Jinhyun Kim, Jun-Ki Min, Kyuseok Shim
synopsis construction for the maximum absolute error measure. VLDB J. 28 (5) (2019)
Jun-Ki Min, Raymond T. Ng, Kyuseok Shim
Efficient Aggregation Processing in the Presence of Duplicately Detected Objects in WSNs. J. Sensors 2019 (2019)
Kai Zheng, Feifei Li, Kyuseok Shim
Preface to the special issue on advances in Spatio-temporal data analysis and management. GeoInformatica 22 (1) (2018)
Younghoon Kim, Wooyeol Kim, Kyuseok Shim
Latent ranking analysis using pairwise comparisons in crowdsourcing platforms. Inf. Syst. 65 (2017)
Younghoon Kim, Woohwan Jung, Kyuseok Shim
Integration of graphs from different data sources using crowdsourcing. Inf. Sci. 385 (2017)
Wolfgang Lehner, Johannes Gehrke, Kyuseok Shim
Special Section on the International Conference on Data Engineering 2015. IEEE Trans. Knowl. Data Eng. 29 (3) (2017)
Yoonjae Park, Jun-Ki Min, Kyuseok Shim
Efficient Processing of Skyline Queries Using MapReduce. IEEE Trans. Knowl. Data Eng. 29 (5) (2017)
Jinhyun Kim, Jun-Ki Min, Kyuseok Shim
Efficient Haar+ Synopsis Construction for the Maximum Absolute Error Measure. Proc. VLDB Endow. 11 (1) (2017)
Kai Zheng, Feifei Li, Kyuseok Shim
Preface to the special issue on big data search and mining. World Wide Web 20 (5) (2017)
Wooyeol Kim, Younghoon Kim, Kyuseok Shim
Parallel computation of k-nearest neighbor joins using MapReduce. IEEE BigData (2016)
Yoonjae Park, Jun-Ki Min, Kyuseok Shim
Processing of Probabilistic Skyline Queries Using MapReduce. Proc. VLDB Endow. 8 (12) (2015)
Chulyun Kim, Kyuseok Shim
Supporting set-valued joins in NoSQL using MapReduce. Inf. Syst. 49 (2015)
Jun-Ki Min, Raymond T. Ng, Kyuseok Shim
Aggregate query processing in the presence of duplicates in wireless sensor networks. Inf. Sci. 297 (2015)
Younghoon Kim, Wooyeol Kim, Kyuseok Shim
Latent Ranking Analysis Using Pairwise Comparisons. ICDM (2014)
Younghoon Kim, Kyuseok Shim
TWILITE: A recommendation system for Twitter using a probabilistic model based on latent Dirichlet allocation. Inf. Syst. 42 (2014)
Younghoon Kim, Kyuseok Shim, Min-Soeng Kim, June Sup Lee
DBCURE-MR: An efficient density-based clustering algorithm for large data using MapReduce. Inf. Syst. 42 (2014)
Jun-Ki Min, Jinhyun Kim, Kyuseok Shim
TWINS: Efficient time-windowed in-network joins for sensor networks. Inf. Sci. 263 (2014)
Kyuseok Shim
MapReduce Algorithms for Big Data Analysis. DNIS (2013)
Younghoon Kim, Yoonjae Park, Kyuseok Shim
DIGTOBI: a recommendation system for Digg articles using probabilistic modeling. WWW (2013)
Younghoon Kim, Hyoungmin Park, Kyuseok Shim, Kyoung-Gu Woo
Efficient processing of substring match queries with inverted variable-length gram indexes. Inf. Sci. 244 (2013)
Yoonjae Park, Jun-Ki Min, Kyuseok Shim
Parallel Computation of Skyline and Reverse Skyline Queries Using MapReduce. Proc. VLDB Endow. 6 (14) (2013)
Younghoon Kim, Kyuseok Shim
Efficient top-k algorithms for approximate substring matching. SIGMOD Conference (2013)
Keunjoo Kwon, Heasoo Hwang, Hyoa Kang, Kyoung-Gu Woo, Kyuseok Shim
A remote cardiac monitoring system for preventive care. ICCE (2013)
Kyuseok Shim, Sang Kyun Cha, Lei Chen, Wook-Shin Han, Divesh Srivastava, Katsumi Tanaka, Hwanjo Yu, Xiaofang Zhou
Data Management Challenges and Opportunities in Cloud Computing. DASFAA (2) (2012)
Kyuseok Shim
MapReduce Algorithms for Big Data Analysis. Proc. VLDB Endow. 5 (12) (2012)
Younghoon Kim, Kyuseok Shim
Parallel Top-K Similarity Join Algorithms Using MapReduce. ICDE (2012)
Younghoon Kim, Kyuseok Shim
HotDigg: Finding Recent Hot Topics from Digg. DASFAA (1) (2012)
Jin Man Park, Hyoungmin Park, Jong-Ha Lee, Yeong Kyeong Seong, Kyoung-Gu Woo, Kyuseok Shim
A breast tumor classification method based on ultrasound BI-RADS data mining. APSIPA (2012)
Chulyun Kim, Kyuseok Shim
TEXT: Automatic Template Extraction from Heterogeneous Web Pages. IEEE Trans. Knowl. Data Eng. 23 (4) (2011)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Similarity Join Size Estimation using Locality Sensitive Hashing CoRR (2011)
Chulyun Kim, Hui Miao, Kyuseok Shim
CATCH: A detecting algorithm for coalition attacks of hit inflation in internet advertising. Inf. Syst. 36 (8) (2011)
Younghoon Kim, Kyuseok Shim
TWITOBI: A Recommendation System for Twitter Using Probabilistic Modeling. ICDM (2011)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Similarity Join Size Estimation using Locality Sensitive Hashing. Proc. VLDB Endow. 4 (6) (2011)
Hyoungmin Park, Kyuseok Shim
Approximate algorithms with generalizing attribute values for k-anonymity. Inf. Syst. 35 (8) (2010)
Younghoon Kim, Kyoung-Gu Woo, Hyoungmin Park, Kyuseok Shim
Efficient processing of substring match queries with inverted q-gram indexes. ICDE (2010)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Approximate substring selectivity estimation. EDBT (2009)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Power-Law Based Estimation of Set Similarity Join Size. Proc. VLDB Endow. 2 (1) (2009)
Hyoungmin Park, Kyuseok Shim
FAST: Flash-aware external sorting for mobile database systems. J. Syst. Softw. 82 (8) (2009)
Sudipto Guha, Hyoungmin Park, Kyuseok Shim
Wavelet synopsis for hierarchical range queries with workloads. VLDB J. 17 (5) (2008)
Sudipto Guha, Kyuseok Shim
A Note on Linear Time Algorithms for Maximum Error Histograms. IEEE Trans. Knowl. Data Eng. 19 (7) (2007)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Extending Q-Grams to Estimate Selectivity of String Matching with Low Edit Distance. VLDB (2007)
Chulyun Kim, Jong-Hwa Lim, Raymond T. Ng, Kyuseok Shim
SQUIRE: Sequential pattern mining with quantities. J. Syst. Softw. 80 (10) (2007)
Hyoungmin Park, Kyuseok Shim
Approximate algorithms for K-anonymity. SIGMOD Conference (2007)
Sudipto Guha, Nick Koudas, Kyuseok Shim
Approximation and streaming algorithms for histogram construction problems. ACM Trans. Database Syst. 31 (1) (2006)
Jun-Ki Min, Chin-Wan Chung, Kyuseok Shim
Erratum to: "An adaptive path index for XML data using the query workload": [Information Systems 30(6) (2005) 467-487]. Inf. Syst. 31 (2) (2006)
Jun-Ki Min, Chin-Wan Chung, Kyuseok Shim
An adaptive path index for XML data using the query workload. Inf. Syst. 30 (6) (2005)
Surajit Chaudhuri, Zhiyuan Chen, Kyuseok Shim, Yuqing Wu
Storing XML (with XSD) in SQL Databases: Interplay of Logical and Physical Designs. IEEE Trans. Knowl. Data Eng. 17 (12) (2005)
Sudipto Guha, Kyuseok Shim
Offline and Data Stream Algorithms for Efficient Computation of Synopsis Structures. VLDB (2005)
Sudipto Guha, Chulyun Kim, Kyuseok Shim
XWAVE: Approximate Extended Wavelets for Streaming Data. VLDB (2004)
Surajit Chaudhuri, Zhiyuan Chen, Kyuseok Shim, Yuqing Wu
Storing XML (with XSD) in SQL Databases: Interplay of Logical and Physical Designs. ICDE (2004)
Chulyun Kim, Jong-Hwa Lim, Raymond T. Ng, Kyuseok Shim
SQUIRE: Sequential Pattern Mining with Quantities. ICDE (2004)
Kyuseok Shim
Recent Advances in Histogram Construction Algorithms. WAIM (2004)
Sudipto Guha, Kyuseok Shim, Jungchul Woo
REHIST: Relative Error Histogram Construction Algorithms. VLDB (2004)
Apostol Natsev, Rajeev Rastogi, Kyuseok Shim
WALRUS: A Similarity Retrieval Algorithm for Image Databases. IEEE Trans. Knowl. Data Eng. 16 (3) (2004)
Surajit Chaudhuri, Kyuseok Shim
Storage and Retrieval of XML Data using Relational Databases. ICDE (2003)
Minos N. Garofalakis, Aristides Gionis, Rajeev Rastogi, S. Seshadri, Kyuseok Shim
DTD Inference from XML Documents: The XTRACT Approach. IEEE Data Eng. Bull. 26 (3) (2003)
Sergey Brin, Rajeev Rastogi, Kyuseok Shim
Mining Optimized Gain Rules for Numeric Attributes. IEEE Trans. Knowl. Data Eng. 15 (2) (2003)
Minos N. Garofalakis, Aristides Gionis, Rajeev Rastogi, S. Seshadri, Kyuseok Shim
XTRACT: Learning Document Type Descriptors from XML Document Collections. Data Min. Knowl. Discov. 7 (1) (2003)
Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastogi, Kyuseok Shim
Building Decision Trees with Constraints. Data Min. Knowl. Discov. 7 (2) (2003)
Minos N. Garofalakis, Rajeev Rastogi, Kyuseok Shim
Mining Sequential Patterns with Regular Expression Constraints. IEEE Trans. Knowl. Data Eng. 14 (3) (2002)
Rajeev Rastogi, Kyuseok Shim
Mining Optimized Association Rules with Categorical and Numeric Attributes. IEEE Trans. Knowl. Data Eng. 14 (1) (2002)
Kyuseok Shim, Ramakrishnan Srikant, Rakesh Agrawal
High-Dimensional Similarity Joins. IEEE Trans. Knowl. Data Eng. 14 (1) (2002)
Chin-Wan Chung, Jun-Ki Min, Kyuseok Shim
APEX: an adaptive path index for XML data. SIGMOD Conference (2002)
Kenneth A. Ross, Mary F. Fernandez, Kyuseok Shim
Reminiscences on Influential Papers. SIGMOD Rec. 31 (2) (2002)
Rajeev Rastogi, Kyuseok Shim
Mining optimized support rules for numeric attributes. Inf. Syst. 26 (6) (2001)
Sudipto Guha, Rajeev Rastogi, Kyuseok Shim
Cure: An Efficient Clustering Algorithm for Large Databases. Inf. Syst. 26 (1) (2001)
Surajit Chaudhuri, Kyuseok Shim
Storage and Retrieval of XML Data Using Relational Databases. VLDB (2001)
Sudipto Guha, Nick Koudas, Kyuseok Shim
Data-streams and histograms. STOC (2001)
Kaushik Chakrabarti, Minos N. Garofalakis, Rajeev Rastogi, Kyuseok Shim
Approximate query processing using wavelets. VLDB J. 10 (2-3) (2001)
Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastogi, Kyuseok Shim
Efficient algorithms for constructing decision trees with constraints. KDD (2000)
Kyuseok Shim, Ramakrishnan Srikant
Workshop Report: 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery. SIGKDD Explor. 1 (2) (2000)
Sridhar Ramaswamy, Rajeev Rastogi, Kyuseok Shim
Efficient Algorithms for Mining Outliers from Large Data Sets. SIGMOD Conference (2000)
Kaushik Chakrabarti, Minos N. Garofalakis, Rajeev Rastogi, Kyuseok Shim
Approximate Query Processing Using Wavelets. VLDB (2000)
Minos N. Garofalakis, Aristides Gionis, Rajeev Rastogi, S. Seshadri, Kyuseok Shim
XTRACT: A System for Extracting Document Type Descriptors from XML Documents. SIGMOD Conference (2000)
Paul S. Bradley, Usama M. Fayyad, Sunita Sarawagi, Kyuseok Shim
Editorial. SIGKDD Explor. 2 (2) (2000)
Sudipto Guha, Rajeev Rastogi, Kyuseok Shim
ROCK: A Robust Clustering Algorithm for Categorical Attributes. Inf. Syst. 25 (5) (2000)
Rajeev Rastogi, Kyuseok Shim
PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning. Data Min. Knowl. Discov. 4 (4) (2000)
Rajeev Rastogi, Kyuseok Shim
Scalable Algorithms for Mining Large Databases. KDD Tutorial Notes (1999)
Rajeev Rastogi, Kyuseok Shim
Mining Optimized Support Rules for Numeric Attributes. ICDE (1999)
Apostol Natsev, Rajeev Rastogi, Kyuseok Shim
WALRUS: A Similarity Retrieval Algorithm for Image Databases. SIGMOD Conference (1999)
Sudipto Guha, Rajeev Rastogi, Kyuseok Shim
ROCK: A Robust Clustering Algorithm for Categorical Attributes. ICDE (1999)
Sergey Brin, Rajeev Rastogi, Kyuseok Shim
Mining Optimized Gain Rules for Numeric Attributes. KDD (1999)
Minos N. Garofalakis, Rajeev Rastogi, Kyuseok Shim
SPIRIT: Sequential Pattern Mining with Regular Expression Constraints. VLDB (1999)
Surajit Chaudhuri, Kyuseok Shim
Optimization of Queries with User-Defined Predicates. ACM Trans. Database Syst. 24 (2) (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kyuseok Shim