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Byung Suk Lee 0001

Byung-Suk Lee 0001

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affiliation: University of Vermont, Department of Computer Science, Burlington, VT, USA
affiliation (former): University of Saint Thomas, Saint Paul, MN, USA
affiliation (PhD): Stanford University, Palo Alto, CA, USA
affiliation (former): KAIST, Daejeon, South Korea

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2024
[j46]
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Ali Javed, Donna M. Rizzo, Byung Suk Lee, Robert Gramling:
Somtimes: self organizing maps for time series clustering and its application to serious illness conversations. Data Min. Knowl. Discov. 38(3): 813-839 (2024)
2022
[j45]
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Nargess Memarsadeghi, Ryan D. Joseph, John C. Kaufmann, Byung Suk Lee:
Golomb Patterns, Astrophysics, and Citizen Science Games. IEEE Access 10: 76125-76135 (2022)
[j44]
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Hwan Kim, Byung Suk Lee, Won-Yong Shin, Sungsu Lim:
Graph Anomaly Detection With Graph Neural Networks: Current Status and Challenges. IEEE Access 10: 111820-111829 (2022)
[j43]
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Wen Dong, Edmund Do, Byung Suk Lee, John Cohn:
Quantifying worker interactions and characterizing worker performance through ubiquitous IoT. Pervasive Mob. Comput. 87: 101702 (2022)
[j42]
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Edmund Do, Jack Boynton, Byung Suk Lee, Daniel Lustgarten:
Data Augmentation for 12-Lead ECG Beat Classification. SN Comput. Sci. 3(1): 70 (2022)
[j41]
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Wenzhe Chen, Joshua Childs, Saraf Ray, Byung Suk Lee, Tian Xia:
RFID Technology Study for Traffic Signage Inventory Management Application. IEEE Trans. Intell. Transp. Syst. 23(10): 17809-17818 (2022)
2020
[j40]
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Kyu-Young Whang, Inju Na, Tae-Seob Yun, Jin-Ah Park, Kyu-Hyun Cho, Se-Jin Kim, Ilyeop Yi, Byung Suk Lee:
Building social networking services systems using the relational shared-nothing parallel DBMS. Data Knowl. Eng. 125: 101756 (2020)
[j39]
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Jungeun Kim, Jae-Gil Lee, Byung Suk Lee, Jiajun Liu:
Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection. ACM Trans. Intell. Syst. Technol. 11(4): 45:1-45:26 (2020)
2019
[j38]
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Susik Yoon, Jae-Gil Lee, Byung Suk Lee:
NETS: Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing. Proc. VLDB Endow. 12(11): 1303-1315 (2019)
[j37]
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Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee:
LinkBlackHole^**: Robust Overlapping Community Detection Using Link Embedding. IEEE Trans. Knowl. Data Eng. 31(11): 2138-2150 (2019)
2018
[j36]
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Ali Javed, Byung Suk Lee:
Hybrid semantic clustering of hashtags. Online Soc. Networks Media 5: 23-36 (2018)
2017
[j35]
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Saurav Acharya, Byung Suk Lee, Paul Hines:
Causal Prediction of Top-k Event Types Over Real-Time Event Streams. Comput. J. 60(11): 1561-1581 (2017)
2015
[j34]
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Saurav Acharya, Byung Suk Lee:
Enhanced Fast Causal Network Inference over Event Streams. Trans. Large Scale Data Knowl. Centered Syst. 17: 45-73 (2015)
2014
[j33]
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Mohammed Al-Kateb, Byung Suk Lee:
Adaptive stratified reservoir sampling over heterogeneous data streams. Inf. Syst. 39: 199-216 (2014)
[j32]
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Saurav Acharya, Byung Suk Lee:
Incremental causal network construction over event streams. Inf. Sci. 261: 32-51 (2014)
[j31]
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Yang-Sae Moon, Byung Suk Lee:
Safe MBR-transformation in similar sequence matching. Inf. Sci. 270: 28-40 (2014)
2011
[j30]
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Mohammed Al-Kateb, Sasi Sekhar Kunta, Byung Suk Lee:
Temporal Coalescing on Window Extents over Data Streams. IEICE Trans. Inf. Syst. 94-D(3): 489-503 (2011)
[j29]
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Tri Minh Tran, Byung Suk Lee:
Distributed Adaptive Windowed Stream Join Processing. Int. J. Distributed Syst. Technol. 2(2): 59-81 (2011)
[j28]
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Mohammed Al-Kateb, Byung Suk Lee:
Load Shedding for Temporal Queries over Data Streams. J. Comput. Sci. Eng. 5(4): 294-304 (2011)
2010
[j27]
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Tri Minh Tran, Byung Suk Lee:
Distributed stream join query processing with semijoins. Distributed Parallel Databases 27(3): 211-254 (2010)
[j26]
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Jeong-Hoon Lee, Kyu-Young Whang, Hyo-Sang Lim, Byung Suk Lee, Jun-Seok Heo:
Progressive Processing of Continuous Range Queries in Hierarchical Wireless Sensor Networks. IEICE Trans. Inf. Syst. 93-D(7): 1832-1847 (2010)
2009
[j25]
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Tri Minh Tran, Byung Suk Lee:
Transformation of Continuous Aggregation Join Queries over Data Streams. J. Comput. Sci. Eng. 3(1): 27-58 (2009)
[j24]
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Wook-Shin Han, Jaehwa Kim, Byung Suk Lee, Yufei Tao, Ralf Rantzau, Volker Markl:
Cost-Based Predictive Spatiotemporal Join. IEEE Trans. Knowl. Data Eng. 21(2): 220-233 (2009)
2008
[j23]
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Zhen He, Byung Suk Lee, Xiaoyang Sean Wang:
Aggregation in sensor networks with a user-provided quality of service goal. Inf. Sci. 178(9): 2128-2149 (2008)
[j22]
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Zhen He, Byung Suk Lee, Xiaoyang Sean Wang:
Proactive and reactive multi-dimensional histogram maintenance for selectivity estimation. J. Syst. Softw. 81(3): 414-430 (2008)
[j21]
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Zhen He, Xiaoyang Sean Wang, Byung Suk Lee, Alan C. H. Ling:
Mining partial periodic correlations in time series. Knowl. Inf. Syst. 15(1): 31-54 (2008)
2007
[j20]
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Songtao Jiang, Byung Suk Lee, Zhen He:
Cost modeling of spatial operators using non-parametric regression. Inf. Sci. 177(2): 607-631 (2007)
[j19]
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Dennis Fuchs, Zhen He, Byung Suk Lee:
Compressed histograms with arbitrary bucket layouts for selectivity estimation. Inf. Sci. 177(3): 680-702 (2007)
[j18]
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Joon-Ho Woo, Byung Suk Lee, Min-Jae Lee, Woong-Kee Loh, Kyu-Young Whang:
Temporal Aggregation Using a Multidimensional Index. J. Database Manag. 18(2): 62-79 (2007)
2006
[j17]
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Won-Young Kim, Byung Suk Lee, Kyu-Young Whang:
Partial rollback in object-oriented/object-relational database management systems with dual buffer. Inf. Softw. Technol. 48(2): 121-132 (2006)
[j16]
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Young-Ho Park, Kyu-Young Whang, Byung Suk Lee, Wook-Shin Han:
Efficient evaluation of linear path expressions on large-scale heterogeneous XML documents using information retrieval techniques. J. Syst. Softw. 79(2): 180-190 (2006)
2005
[j15]
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Zhen He, Byung Suk Lee, Robert R. Snapp:
Self-tuning cost modeling of user-defined functions in an object-relational DBMS. ACM Trans. Database Syst. 30(3): 812-853 (2005)
2004
[j14]
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Byung Suk Lee, Li Chen, Jeff Buzas, Vinod Kannoth:
Regression-Based Self-Tuning Modeling of Smooth User-Defined Function Costs for an Object-Relational Database Management System Query Optimizer. Comput. J. 47(6): 673-693 (2004)
[j13]
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Joon-Ho Woo, Byung Suk Lee, Min-Jae Lee, Jae-Gil Lee, Kyu-Young Whang:
Transformation-based temporal aggregation using order-based buffer replacement strategy. Comput. Syst. Sci. Eng. 19(1): 3-10 (2004)
[j12]
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Byung Suk Lee, Ron Musick:
MeshSQL: the query language for simulation mesh data. Inf. Sci. 159(2): 177-202 (2004)
[j11]
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Jae-Joon Hwang, Kyu-Young Whang, Yang-Sae Moon, Byung Suk Lee:
A top-down approach for density-based clustering using multidimensional indexes. J. Syst. Softw. 73: 169-180 (2004)
2003
[j10]
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Byung Suk Lee, Terence Critchlow, Ghaleb Abdulla, Chuck Baldwin, Roy Kamimura, Ron Musick, Robert R. Snapp, Nu Ai Tang:
The framework for approximate queries on simulation data. Inf. Sci. 157: 3-20 (2003)
[j9]
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Wook-Shin Han, Ki-Hoon Lee, Byung Suk Lee:
An XML Storage System for Object-Oriented/Object-Relational DBMSs. J. Object Technol. 2(3): 113-126 (2003)
2002
[j8]
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Byung Suk Lee, Robert R. Snapp, Ron Musick, Terence Critchlow:
Metadata models for ad hoc queries on terabyte-scale scientific simulations. J. Braz. Comput. Soc. 8(1): 0-15 (2002)
[j7]
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Sang Kyun Cha, Ki Hong Kim, Byung Suk Lee, Changbin Song, Sangyong Hwang, Yong Sik Kwon:
MEADOW: a middleware for efficient access to multiple geographic databases through OpenGIS wrappers. Softw. Pract. Exp. 32(4): 377-402 (2002)
1996
[j6]
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Byung Suk Lee:
OODB Design with EER. J. Object Oriented Program. 9(1): 61-64 (1996)
1995
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Hesham El-Rewini, Scott Hamilton, Yen-Ping Shan, Ralph Earle, Skip McGaughey, Abdelsalam Helal, Ravi Badrachalam, Andrew A. Chien, Andrew S. Grimshaw, Byung Suk Lee, Andrew E. Wade, Dave Morse, Ahmed K. Elmagarmid, Evaggelia Pitoura, Robert V. Binder, Peter Wegner:
Object Technology: A Virtual Roundtable. Computer 28(10): 58-72 (1995)
[j4]
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Byung Suk Lee:
Normalization in OODB Design. SIGMOD Rec. 24(3): 23-27 (1995)
1994
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Byung Suk Lee, Gio Wiederhold:
Outer Joins and Filters for Instantiating Objects from Relational Databases Through Views. IEEE Trans. Knowl. Data Eng. 6(1): 108-119 (1994)
[j2]
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Byung Suk Lee, Gio Wiederhold:
Efficiently Instantiating View-Objects From Remote Relational Databases. VLDB J. 3(3): 289-323 (1994)
1990
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Gio Wiederhold, Peter Rathmann, Thierry Barsalou, Byung Suk Lee, Dallan Quass:
Partitioning and composing knowledge. Inf. Syst. 15(1): 61-72 (1990)

Conference and Workshop Papers

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2024
[c35]
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Youngeun Nam, Susik Yoon, Yooju Shin, Minyoung Bae, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee:
Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection. WWW 2024: 4204-4215
2023
[c34]
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Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee, Byung Suk Lee:
Context Consistency Regularization for Label Sparsity in Time Series. ICML 2023: 31579-31595
2022
[c33]
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  - conf/icbk/HamedJADL22
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Ahmed Abdeen Hamed, Jakub Jonczyk, Mohammad Zaiyan Alam, Ewa Deelman, Byung Suk Lee:
Mining Literature-Based Knowledge Graph for Predicting Combination Therapeutics: A COVID-19 Use Case. ICKG 2022: 79-86
[c32]
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Yooju Shin, Susik Yoon, Sundong Kim, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee:
Coherence-based Label Propagation over Time Series for Accelerated Active Learning. ICLR 2022
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Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee:
Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream. KDD 2022: 2347-2357
[c30]
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Byung Suk Lee, John Clay Kaufmann, Donna M. Rizzo, Ijaz Ul Haq:
Peak Anomaly Detection from Environmental Sensor-Generated Watershed Time Series Data. SIMBig 2022: 142-157
2021
[c29]
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Jack Boynton, Byung Suk Lee:
Deep Learning Based Classification of True/False Arrhythmia Alarms in the Intensive Care Unit. CinC 2021: 1-4
[c28]
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Susik Yoon, Yooju Shin, Jae-Gil Lee, Byung Suk Lee:
Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries. SIGMOD Conference 2021: 2063-2075
2020
[c27]
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Susik Yoon, Jae-Gil Lee, Byung Suk Lee:
Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping. KDD 2020: 1181-1191
2019
[c26]
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Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee:
LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding (Extended Abstract). ICDE 2019: 2123-2124
2018
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Yuhang Lin, Byung Suk Lee, Daniel Lustgarten:
Continuous Detection of Abnormal Heartbeats from ECG Using Online Outlier Detection. SIMBig 2018: 349-366
2017
[c24]
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Prajwal Shrestha, Byung Suk Lee, James P. Bagrow:
Predicting an Effect Event from a New Cause Event Using a Semantic Web Based Abstraction Tree of Past Cause-Effect Event Pairs. SIMBig 2017: 198-207
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Sang-Pil Kim, Byung Suk Lee:
Are You a Compatible User? - Compatibility of a Microblog User with a News Article. WorldCIST (3) 2017: 193-204
2016
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Daehoon Kim, Jae-Gil Lee, Byung Suk Lee:
Topical influence modeling via topic-level interests and interactions on social curation services. ICDE 2016: 13-24
[c21]
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Ali Javed, Byung Suk Lee:
Sense-Level Semantic Clustering of Hashtags. SIMBig (Revised Selected Papers) 2016: 1-16
[c20]
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Ali Javed, Byung Suk Lee:
Sense-Level Semantic Clustering of Hashtags in Social Media. SIMBig 2016: 140-149
2013
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Saurav Acharya, Byung Suk Lee:
Fast Causal Network Inference over Event Streams. DaWaK 2013: 222-235
2010
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  - conf/services/HamedLT10
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Ahmed Abdeen Hamed, Byung Suk Lee, Anne E. Thessen:
Ecosystems Monitoring: An Information Extraction and Event Processing Scientific Workflow. SERVICES 2010: 302-305
[c17]
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Mohammed Al-Kateb, Byung Suk Lee:
Stratified Reservoir Sampling over Heterogeneous Data Streams. SSDBM 2010: 621-639
2007
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Tri Minh Tran, Byung Suk Lee:
Transformation of Continuous Aggregation Join Queries over Data Streams. SSTD 2007: 330-347
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Mohammed Al-Kateb, Byung Suk Lee, Xiaoyang Sean Wang:
Adaptive-Size Reservoir Sampling over Data Streams. SSDBM 2007: 22
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Mohammed Al-Kateb, Byung Suk Lee, Xiaoyang Sean Wang:
Reservoir Sampling over Memory-Limited Stream Joins. SSDBM 2007: 23
2005
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Young-Ho Park, Kyu-Young Whang, Byung Suk Lee, Wook-Shin Han:
Efficient Evaluation of Partial Match Queries for XML Documents Using Information Retrieval Techniques. DASFAA 2005: 95-112
2004
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Zhen He, Byung Suk Lee, Robert R. Snapp:
Self-tuning UDF Cost Modeling Using the Memory-Limited Quadtree. EDBT 2004: 513-531
[c11]
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Wook-Shin Han, Ki-Hoon Lee, Byung Suk Lee, Won-Sik Kim:
An XML Storage System Using Object-Relational DBMSs: Syntax, Semantics, and Implementation. IKE 2004: 358-361
2003
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Sangyong Hwang, Keunjoo Kwon, Sang Kyun Cha, Byung Suk Lee:
Performance Evaluation of Main-Memory R-tree Variants. SSTD 2003: 10-27
2002
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Won-Young Kim, Kyu-Young Whang, Byung Suk Lee, Young-Koo Lee, Ji-Woong Chang:
Partial rollback in object-oriented/object-relational database management systems. CIKM 2002: 316-323
[c8]
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Li Chen, Byung Suk Lee, Guoliang Xue:
A Delay-Scaling Multicast Algorithm with Multiple QoS Criteria. JCIS 2002: 319-323
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Jeong-Joon Lee, Kyu-Young Whang, Byung Suk Lee, Ji-Woong Chang:
An Update-Risk Based Approach to TTL Estimation in Web Caching. WISE 2002: 21-29
2001
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Byung Suk Lee, Robert R. Snapp, Ron Musick:
Toward a Query Language on Simulation Mesh Data: An Object-oriented Approach. DASFAA 2001: 242-249
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Ghaleb Abdulla, Chuck Baldwin, Terence Critchlow, Roy Kamimura, Ida Lozares, Ron Musick, Nu Ai Tang, Byung Suk Lee, Robert R. Snapp:
Approximate ad-hoc query engine for simulation data. JCDL 2001: 255-256
[c4]
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Byung Suk Lee, Robert R. Snapp, Ron Musick, Terence Critchlow:
Ad hoc Query Support for Very Large Scientific Data: the Metadata Approach. SBBD 2001: 199-212
1999
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Kwok K. Yu, Byung Suk Lee, Michael R. Olson:
The Scalability of an Object Descriptor Architecture OODBMS. IDEAS 1999: 370-377
1997
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Michael R. Olson, Byung Suk Lee:
Object Databases for SGML Document Management. HICSS (3) 1997: 39-48
1991
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Byung Suk Lee, Witold Litwin, Gio Wiederhold:
Implicit joins in the structural data model. COMPSAC 1991: 357-364

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2008
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Byung Suk Lee:
Proceedings of the 2008 International Workshop on Scalable Stream Processing System, SSPS 2008, Nantes, France, March 29, 2008. ACM International Conference Proceeding Series, ACM 2008, ISBN 978-1-59593-963-0 [contents]

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2023
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Ahmed Abdeen Hamed, Alessandro Crimi, Magdalena M. Misiak, Byung Suk Lee:
Establishing Trust in ChatGPT BioMedical Generated Text: An Ontology-Based Knowledge Graph to Validate Disease-Symptom Links. CoRR abs/2308.03929 (2023)
[i10]
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Hwan Kim, Junghoon Kim, Byung Suk Lee, Sungsu Lim:
Deep Semi-supervised Anomaly Detection with Metapath-based Context Knowledge. CoRR abs/2308.10918 (2023)
[i9]
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Ijaz Ul Haq, Byung Suk Lee, Donna M. Rizzo, Julia N. Perdrial:
An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical Zone. CoRR abs/2309.07992 (2023)
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Ijaz Ul Haq, Byung Suk Lee:
TransNAS-TSAD: Harnessing Transformers for Multi-Objective Neural Architecture Search in Time Series Anomaly Detection. CoRR abs/2311.18061 (2023)
2022
[i7]
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Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee:
Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream. CoRR abs/2206.04792 (2022)
[i6]
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Hwan Kim, Byung Suk Lee, Won-Yong Shin, Sungsu Lim:
Graph Anomaly Detection with Graph Neural Networks: Current Status and Challenges. CoRR abs/2209.14930 (2022)
2021
[i5]
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  - journals/corr/abs-2108-11523
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Ali Javed, Donna M. Rizzo, Byung Suk Lee, Robert Gramling:
SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations. CoRR abs/2108.11523 (2021)
2020
[i4]
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Ali Javed, Byung Suk Lee, Donna M. Rizzo:
A Benchmark Study on Time Series Clustering. CoRR abs/2004.09546 (2020)
2019
[i3]
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  - journals/corr/abs-1911-12466
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Ali Javed, Scott D. Hamshaw, Donna M. Rizzo, Byung Suk Lee:
Analysis of Hydrological and Suspended Sediment Events from Mad River Wastershed using Multivariate Time Series Clustering. CoRR abs/1911.12466 (2019)
2015
[i2]
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Saurav Acharya, Byung Suk Lee, Paul Hines:
Real-time Top-K Predictive Query Processing over Event Streams. CoRR abs/1508.06976 (2015)
2009
[i1]
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Jeong-Hoon Lee, Kyu-Young Whang, Hyo-Sang Lim, Byung-Suk Lee, Jun-Seok Heo:
Progressive Processing of Continuous Range Queries in Hierarchical Wireless Sensor Networks. CoRR abs/0906.0252 (2009)

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