Byung Suk Lee - RankMe

99 papers A* 8A 2B 12C 1Misc 1Journal 59Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Bi-Modal Learning for Networked Time Series. KDD (2) Youngeun Nam, Jihye Na, Susik Yoon, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee
2025	J	`jnl`	From Knowledge Generation to Knowledge Verification: Examining the BioMedical Generative Capabilities of ChatGPT. CoRR Ahmed Abdeen Hamed, Byung Suk Lee
2025	J	`jnl`	HydroGEM: A Self Supervised Zero Shot Hybrid TCN Transformer Foundation Model for Continental Scale Streamflow Quality Control. CoRR Ijaz Ul Haq, Byung Suk Lee, Julia N. Perdrial, David Baude
2025	A	`conf`	Mobility Networked Time-Series Forecasting Benchmark Datasets. ICWSM Jihye Na, Youngeun Nam, Susik Yoon, Hwanjun Song, Byung Suk Lee, Jae-Gil Lee
2025	J	`jnl`	TransNAS-TSAD: harnessing transformers for multi-objective neural architecture search in time series anomaly detection. Neural Comput. Appl. Ijaz Ul Haq, Byung Suk Lee, Donna M. Rizzo
2024	A*	`conf`	Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection. WWW Youngeun Nam, Susik Yoon, Yooju Shin, Minyoung Bae, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee
2024	A*	`conf`	Exploiting Representation Curvature for Boundary Detection in Time Series. NeurIPS Yooju Shin, Jaehyun Park, Susik Yoon, Hwanjun Song, Byung Suk Lee, Jae-Gil Lee
2024	—	`conf`	Fact-Checking Generative AI: Ontology-Driven Biological Graphs for Disease-Gene Link Verification. ICCS (4) Ahmed Abdeen Hamed, Alessandro Crimi, Byung Suk Lee, Magdalena M. Misiak
2024	J	`jnl`	Somtimes: self organizing maps for time series clustering and its application to serious illness conversations. Data Min. Knowl. Discov. Ali Javed, Donna M. Rizzo, Byung Suk Lee, Robert Gramling
2023	J	`jnl`	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 Ijaz Ul Haq, Byung Suk Lee, Donna M. Rizzo, Julia N. Perdrial
2023	A*	`conf`	Context Consistency Regularization for Label Sparsity in Time Series. ICML Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee, Byung Suk Lee
2023	J	`jnl`	Deep Semi-supervised Anomaly Detection with Metapath-based Context Knowledge. CoRR Hwan Kim, Junghoon Kim, Byung Suk Lee, Sungsu Lim
2023	J	`jnl`	Establishing Trust in ChatGPT BioMedical Generated Text: An Ontology-Based Knowledge Graph to Validate Disease-Symptom Links. CoRR Ahmed Abdeen Hamed, Alessandro Crimi, Magdalena M. Misiak, Byung Suk Lee
2023	J	`jnl`	TransNAS-TSAD: Harnessing Transformers for Multi-Objective Neural Architecture Search in Time Series Anomaly Detection. CoRR Ijaz Ul Haq, Byung Suk Lee
2022	A*	`conf`	Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream. KDD Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee
2022	J	`jnl`	Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream. CoRR Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee
2022	A*	`conf`	Coherence-based Label Propagation over Time Series for Accelerated Active Learning. ICLR Yooju Shin, Susik Yoon, Sundong Kim, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee
2022	J	`jnl`	Data Augmentation for 12-Lead ECG Beat Classification. SN Comput. Sci. Edmund Do, Jack Boynton, Byung Suk Lee, Daniel Lustgarten
2022	J	`jnl`	Golomb Patterns, Astrophysics, and Citizen Science Games. IEEE Access Nargess Memarsadeghi, Ryan D. Joseph, John C. Kaufmann, Byung Suk Lee
2022	J	`jnl`	Graph Anomaly Detection With Graph Neural Networks: Current Status and Challenges. IEEE Access Hwan Kim, Byung Suk Lee, Won-Yong Shin, Sungsu Lim
2022	J	`jnl`	Graph Anomaly Detection with Graph Neural Networks: Current Status and Challenges. CoRR Hwan Kim, Byung Suk Lee, Won-Yong Shin, Sungsu Lim
2022	—	`conf`	Mining Literature-Based Knowledge Graph for Predicting Combination Therapeutics: A COVID-19 Use Case. ICKG Ahmed Abdeen Hamed, Jakub Jonczyk, Mohammad Zaiyan Alam, Ewa Deelman, Byung Suk Lee
2022	—	`conf`	Peak Anomaly Detection from Environmental Sensor-Generated Watershed Time Series Data. SIMBig Byung Suk Lee, John Clay Kaufmann, Donna M. Rizzo, Ijaz Ul Haq
2022	J	`jnl`	Quantifying worker interactions and characterizing worker performance through ubiquitous IoT. Pervasive Mob. Comput. Wen Dong, Edmund Do, Byung Suk Lee, John Cohn
2022	J	`jnl`	RFID Technology Study for Traffic Signage Inventory Management Application. IEEE Trans. Intell. Transp. Syst. Wenzhe Chen, Joshua Childs, Saraf Ray, Byung Suk Lee, Tian Xia
2021	—	`conf`	Deep Learning Based Classification of True/False Arrhythmia Alarms in the Intensive Care Unit. CinC Jack Boynton, Byung Suk Lee
2021	—	`conf`	Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries. SIGMOD Conference Susik Yoon, Yooju Shin, Jae-Gil Lee, Byung Suk Lee
2021	J	`jnl`	SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations. CoRR Ali Javed, Donna M. Rizzo, Byung Suk Lee, Robert Gramling
2020	J	`jnl`	A Benchmark Study on Time Series Clustering. CoRR Ali Javed, Byung Suk Lee, Donna M. Rizzo
2020	J	`jnl`	Building social networking services systems using the relational shared-nothing parallel DBMS. Data Knowl. Eng. Kyu-Young Whang, Inju Na, Tae-Seob Yun, Jin-Ah Park, Kyu-Hyun Cho, Se-Jin Kim, Ilyeop Yi, Byung Suk Lee
2020	J	`jnl`	Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection. ACM Trans. Intell. Syst. Technol. Jungeun Kim, Jae-Gil Lee, Byung Suk Lee, Jiajun Liu
2020	A*	`conf`	Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping. KDD Susik Yoon, Jae-Gil Lee, Byung Suk Lee
2019	J	`jnl`	Analysis of Hydrological and Suspended Sediment Events from Mad River Wastershed using Multivariate Time Series Clustering. CoRR Ali Javed, Scott D. Hamshaw, Donna M. Rizzo, Byung Suk Lee
2019	J	`jnl`	LinkBlackHole IEEE Trans. Knowl. Data Eng. Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee
2019	A*	`conf`	LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding (Extended Abstract). ICDE Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee
2019	J	`jnl`	NETS: Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing. Proc. VLDB Endow. Susik Yoon, Jae-Gil Lee, Byung Suk Lee
2018	—	`conf`	Continuous Detection of Abnormal Heartbeats from ECG Using Online Outlier Detection. SIMBig Yuhang Lin, Byung Suk Lee, Daniel Lustgarten
2018	J	`jnl`	Hybrid semantic clustering of hashtags. Online Soc. Networks Media Ali Javed, Byung Suk Lee
2017	—	`conf`	Are You a Compatible User? - Compatibility of a Microblog User with a News Article. WorldCIST (3) Sang-Pil Kim, Byung Suk Lee
2017	J	`jnl`	Causal Prediction of Top-k Event Types Over Real-Time Event Streams. Comput. J. Saurav Acharya, Byung Suk Lee, Paul Hines
2017	—	`conf`	Predicting an Effect Event from a New Cause Event Using a Semantic Web Based Abstraction Tree of Past Cause-Effect Event Pairs. SIMBig Prajwal Shrestha, Byung Suk Lee, James P. Bagrow
2016	—	`conf`	Sense-Level Semantic Clustering of Hashtags in Social Media. SIMBig Ali Javed, Byung Suk Lee
2016	—	`conf`	Sense-Level Semantic Clustering of Hashtags. SIMBig (Revised Selected Papers) Ali Javed, Byung Suk Lee
2016	A*	`conf`	Topical influence modeling via topic-level interests and interactions on social curation services. ICDE Daehoon Kim, Jae-Gil Lee, Byung Suk Lee
2015	J	`jnl`	Enhanced Fast Causal Network Inference over Event Streams. Trans. Large Scale Data Knowl. Centered Syst. Saurav Acharya, Byung Suk Lee
2015	J	`jnl`	Real-time Top-K Predictive Query Processing over Event Streams. CoRR Saurav Acharya, Byung Suk Lee, Paul Hines
2014	J	`jnl`	Adaptive stratified reservoir sampling over heterogeneous data streams. Inf. Syst. Mohammed Al-Kateb, Byung Suk Lee
2014	J	`jnl`	Incremental causal network construction over event streams. Inf. Sci. Saurav Acharya, Byung Suk Lee
2014	J	`jnl`	Safe MBR-transformation in similar sequence matching. Inf. Sci. Yang-Sae Moon, Byung Suk Lee
2013	B	`conf`	Fast Causal Network Inference over Event Streams. DaWaK Saurav Acharya, Byung Suk Lee
2011	J	`jnl`	Distributed Adaptive Windowed Stream Join Processing. Int. J. Distributed Syst. Technol. Tri Minh Tran, Byung Suk Lee
2011	J	`jnl`	Load Shedding for Temporal Queries over Data Streams. J. Comput. Sci. Eng. Mohammed Al-Kateb, Byung Suk Lee
2011	J	`jnl`	Temporal Coalescing on Window Extents over Data Streams. IEICE Trans. Inf. Syst. Mohammed Al-Kateb, Sasi Sekhar Kunta, Byung Suk Lee
2010	J	`jnl`	Distributed stream join query processing with semijoins. Distributed Parallel Databases Tri Minh Tran, Byung Suk Lee
2010	B	`conf`	Ecosystems Monitoring: An Information Extraction and Event Processing Scientific Workflow. SERVICES Ahmed Abdeen Hamed, Byung Suk Lee, Anne E. Thessen
2010	J	`jnl`	Progressive Processing of Continuous Range Queries in Hierarchical Wireless Sensor Networks. IEICE Trans. Inf. Syst. Jeong-Hoon Lee, Kyu-Young Whang, Hyo-Sang Lim, Byung Suk Lee, Jun-Seok Heo
2010	B	`conf`	Stratified Reservoir Sampling over Heterogeneous Data Streams. SSDBM Mohammed Al-Kateb, Byung Suk Lee
2009	J	`jnl`	Cost-Based Predictive Spatiotemporal Join. IEEE Trans. Knowl. Data Eng. Wook-Shin Han, Jaehwa Kim, Byung Suk Lee, Yufei Tao, Ralf Rantzau, Volker Markl
2009	J	`jnl`	Transformation of Continuous Aggregation Join Queries over Data Streams. J. Comput. Sci. Eng. Tri Minh Tran, Byung Suk Lee
2008	J	`jnl`	Aggregation in sensor networks with a user-provided quality of service goal. Inf. Sci. Zhen He, Byung Suk Lee, Xiaoyang Sean Wang
2008	J	`jnl`	Mining partial periodic correlations in time series. Knowl. Inf. Syst. Zhen He, Xiaoyang Sean Wang, Byung Suk Lee, Alan C. H. Ling
2008	J	`jnl`	Proactive and reactive multi-dimensional histogram maintenance for selectivity estimation. J. Syst. Softw. Zhen He, Byung Suk Lee, Xiaoyang Sean Wang
2008	—	`ed.`	Proceedings of the 2008 International Workshop on Scalable Stream Processing System, SSPS 2008, Nantes, France, March 29, 2008 PAIS Byung Suk Lee
2007	B	`conf`	Adaptive-Size Reservoir Sampling over Data Streams. SSDBM Mohammed Al-Kateb, Byung Suk Lee, Xiaoyang Sean Wang
2007	J	`jnl`	Compressed histograms with arbitrary bucket layouts for selectivity estimation. Inf. Sci. Dennis Fuchs, Zhen He, Byung Suk Lee
2007	J	`jnl`	Cost modeling of spatial operators using non-parametric regression. Inf. Sci. Songtao Jiang, Byung Suk Lee, Zhen He
2007	B	`conf`	Reservoir Sampling over Memory-Limited Stream Joins. SSDBM Mohammed Al-Kateb, Byung Suk Lee, Xiaoyang Sean Wang
2007	J	`jnl`	Temporal Aggregation Using a Multidimensional Index. J. Database Manag. Joon-Ho Woo, Byung Suk Lee, Min-Jae Lee, Woong-Kee Loh, Kyu-Young Whang
2007	B	`conf`	Transformation of Continuous Aggregation Join Queries over Data Streams. SSTD Tri Minh Tran, Byung Suk Lee
2006	J	`jnl`	Efficient evaluation of linear path expressions on large-scale heterogeneous XML documents using information retrieval techniques. J. Syst. Softw. Young-Ho Park, Kyu-Young Whang, Byung Suk Lee, Wook-Shin Han
2006	J	`jnl`	Partial rollback in object-oriented/object-relational database management systems with dual buffer. Inf. Softw. Technol. Won-Young Kim, Byung Suk Lee, Kyu-Young Whang
2005	B	`conf`	Efficient Evaluation of Partial Match Queries for XML Documents Using Information Retrieval Techniques. DASFAA Young-Ho Park, Kyu-Young Whang, Byung Suk Lee, Wook-Shin Han
2005	J	`jnl`	Self-tuning cost modeling of user-defined functions in an object-relational DBMS. ACM Trans. Database Syst. Zhen He, Byung Suk Lee, Robert R. Snapp
2004	J	`jnl`	A top-down approach for density-based clustering using multidimensional indexes. J. Syst. Softw. Jae-Joon Hwang, Kyu-Young Whang, Yang-Sae Moon, Byung Suk Lee
2004	Misc	`conf`	An XML Storage System Using Object-Relational DBMSs: Syntax, Semantics, and Implementation. IKE Wook-Shin Han, Ki-Hoon Lee, Byung Suk Lee, Won-Sik Kim
2004	J	`jnl`	MeshSQL: the query language for simulation mesh data. Inf. Sci. Byung Suk Lee, Ron Musick
2004	J	`jnl`	Regression-Based Self-Tuning Modeling of Smooth User-Defined Function Costs for an Object-Relational Database Management System Query Optimizer. Comput. J. Byung Suk Lee, Li Chen, Jeff Buzas, Vinod Kannoth
2004	B	`conf`	Self-tuning UDF Cost Modeling Using the Memory-Limited Quadtree. EDBT Zhen He, Byung Suk Lee, Robert R. Snapp
2004	J	`jnl`	Transformation-based temporal aggregation using order-based buffer replacement strategy. Comput. Syst. Sci. Eng. Joon-Ho Woo, Byung Suk Lee, Min-Jae Lee, Jae-Gil Lee, Kyu-Young Whang
2003	J	`jnl`	An XML Storage System for Object-Oriented/Object-Relational DBMSs. J. Object Technol. Wook-Shin Han, Ki-Hoon Lee, Byung Suk Lee
2003	B	`conf`	Performance Evaluation of Main-Memory R-tree Variants. SSTD Sangyong Hwang, Keunjoo Kwon, Sang Kyun Cha, Byung Suk Lee
2003	J	`jnl`	The framework for approximate queries on simulation data. Inf. Sci. Byung Suk Lee, Terence Critchlow, Ghaleb Abdulla, Chuck Baldwin, Roy Kamimura, Ron Musick, Robert R. Snapp, Nu Ai Tang
2002	—	`conf`	A Delay-Scaling Multicast Algorithm with Multiple QoS Criteria. JCIS Li Chen, Byung Suk Lee, Guoliang Xue
2002	B	`conf`	An Update-Risk Based Approach to TTL Estimation in Web Caching. WISE Jeong-Joon Lee, Kyu-Young Whang, Byung Suk Lee, Ji-Woong Chang
2002	J	`jnl`	MEADOW: a middleware for efficient access to multiple geographic databases through OpenGIS wrappers. Softw. Pract. Exp. Sang Kyun Cha, Ki Hong Kim, Byung Suk Lee, Changbin Song, Sangyong Hwang, Yong Sik Kwon
2002	J	`jnl`	Metadata models for ad hoc queries on terabyte-scale scientific simulations. J. Braz. Comput. Soc. Byung Suk Lee, Robert R. Snapp, Ron Musick, Terence Critchlow
2002	A	`conf`	Partial rollback in object-oriented/object-relational database management systems. CIKM Won-Young Kim, Kyu-Young Whang, Byung Suk Lee, Young-Koo Lee, Ji-Woong Chang
2001	—	`conf`	Ad hoc Query Support for Very Large Scientific Data: the Metadata Approach. SBBD Byung Suk Lee, Robert R. Snapp, Ron Musick, Terence Critchlow
2001	—	`conf`	Approximate ad-hoc query engine for simulation data. JCDL Ghaleb Abdulla, Chuck Baldwin, Terence Critchlow, Roy Kamimura, Ida Lozares, Ron Musick, Nu Ai Tang, Byung Suk Lee, Robert R. Snapp
2001	B	`conf`	Toward a Query Language on Simulation Mesh Data: An Object-oriented Approach. DASFAA Byung Suk Lee, Robert R. Snapp, Ron Musick
1999	C	`conf`	The Scalability of an Object Descriptor Architecture OODBMS. IDEAS Kwok K. Yu, Byung Suk Lee, Michael R. Olson
1997	—	`conf`	Object Databases for SGML Document Management. HICSS (3) Michael R. Olson, Byung Suk Lee
1996	J	`jnl`	OODB Design with EER. J. Object Oriented Program. Byung Suk Lee
1995	J	`jnl`	Normalization in OODB Design. SIGMOD Rec. Byung Suk Lee
1995	J	`jnl`	Object Technology: A Virtual Roundtable. Computer 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
1994	J	`jnl`	Efficiently Instantiating View-Objects From Remote Relational Databases VLDB J. Byung Suk Lee, Gio Wiederhold
1994	J	`jnl`	Outer Joins and Filters for Instantiating Objects from Relational Databases Through Views. IEEE Trans. Knowl. Data Eng. Byung Suk Lee, Gio Wiederhold
1991	B	`conf`	Implicit joins in the structural data model. COMPSAC Byung Suk Lee, Witold Litwin, Gio Wiederhold
1990	J	`jnl`	Partitioning and composing knowledge. Inf. Syst. Gio Wiederhold, Peter Rathmann, Thierry Barsalou, Byung Suk Lee, Dallan Quass