Jae-Gil Lee

According to our database1, Jae-Gil Lee authored at least 62 papers between 2004 and 2019.

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2019
SELFIE: Refurbishing Unclean Samples for Robust Deep Learning.
Proceedings of the 36th International Conference on Machine Learning, 2019

CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding (Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018
Introduction to the special issue on Data Science in Asia (with PAKDD'2017).
Int. J. Data Sci. Anal., 2018

RP-DBSCAN: A Superfast Parallel DBSCAN Algorithm Based on Random Partitioning.
Proceedings of the 2018 International Conference on Management of Data, 2018

Utilizing In-store Sensors for Revisit Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2018

TED Talk Recommender Using Speech Transcripts.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Differential Flattening: A Novel Framework for Community Detection in Multi-Layer Graphs.
ACM TIST, 2017

Boundary image matching supporting partial denoising using time-series matching techniques.
Multimedia Tools Appl., 2017

Developing information quality assessment framework of presentation slides.
J. Inf. Sci., 2017

An experimental analysis of limitations of MapReduce for iterative algorithms on Spark.
Cluster Computing, 2017

PAMAE: Parallel k-Medoids Clustering with High Accuracy and Efficiency.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Efficient fall detection based on event pattern matching in image streams.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016
A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments.
IEEE Trans. Knowl. Data Eng., 2016

Parallel community detection on large graphs with MapReduce and GraphChi.
Data Knowl. Eng., 2016

SentiWorld: Understanding Emotions between Countries Based on Tweets.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

BlackHole: Robust community detection inspired by graph drawing.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Topical influence modeling via topic-level interests and interactions on social curation services.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Looking back on the current day: interruptibility prediction using daily behavioral features.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

A comparative analysis of iterative MapReduce systems.
Proceedings of the Sixth International Conference on Emerging Databases: Technologies, 2016

APAM: Adaptive Eager-Lazy Hybrid Evaluation of Event Patterns for Low Latency.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

An Experimental Comparison of Iterative MapReduce Frameworks.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
DB-IR integration using tight-coupling in the Odysseus DBMS.
World Wide Web, 2015

A Unifying Framework of Mining Trajectory Patterns of Various Temporal Tightness.
IEEE Trans. Knowl. Data Eng., 2015

Community Detection in Multi-Layer Graphs: A Survey.
SIGMOD Record, 2015

Geospatial Big Data: Challenges and Opportunities.
Big Data Research, 2015

SocialKeyboard: Proofreading Everyday Writings in Mobile Phones.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

Triangle counting in networks using a multi-level branching technique.
Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015

2014
Joins on Encoded and Partitioned Data.
PVLDB, 2014

Glaucus: Exploiting the Wisdom of Crowds for Location-Based Queries in Mobile Environments.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

LinkSCAN*: Overlapping community detection using the link-space transformation.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Quality-Based Automatic Classification for Presentation Slides.
Proceedings of the Advances in Information Retrieval, 2014

Scalable community detection from networks by computing edge betweenness on MapReduce.
Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

2013
The Influence in Twitter: Are They Really Influenced?
Proceedings of the Behavior and Social Computing, 2013

Booming Up the Long Tails: Discovering Potentially Contributive Users in Community-Based Question Answering Services.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Facilitating developer-user interactions with mobile app review digests.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Understanding the Difficulty Factors for Learning Materials: A Qualitative Study.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

2012
Business Analytics in (a) Blink.
IEEE Data Eng. Bull., 2012

On Finding Fine-Granularity User Communities by Profile Decomposition.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Mining Discriminative Patterns for Classifying Trajectories on Road Networks.
IEEE Trans. Knowl. Data Eng., 2011

MoveMine: Mining moving object data for discovery of animal movement patterns.
ACM TIST, 2011


2010
Tightly-coupled spatial database features in the Odysseus/OpenGIS DBMS for high-performance.
GeoInformatica, 2010

MoveMine: mining moving object databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Incremental Clustering for Trajectories.
Proceedings of the Database Systems for Advanced Applications, 2010

2009
Temporal Outlier Detection in Vehicle Traffic Data.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
Structural optimization of a full-text n -gram index using relational normalization.
VLDB J., 2008

TraClass: trajectory classification using hierarchical region-based and trajectory-based clustering.
PVLDB, 2008

Sampling cube: a framework for statistical olap over sampling data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Trajectory Outlier Detection: A Partition-and-Detect Framework.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
The dynamic predicate: integrating access control with query processing in XML databases.
VLDB J., 2007

n-Gram/2L-approximation: a two-level n-gram inverted index structure for approximate string matching.
Comput. Syst. Sci. Eng., 2007

Traffic Density-Based Discovery of Hot Routes in Road Networks.
Proceedings of the Advances in Spatial and Temporal Databases, 2007

Trajectory clustering: a partition-and-group framework.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Odysseus: a High-Performance ORDBMS Tightly-Coupled with Spatial Database Features.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Secure query processing against encrypted XML data using Query-Aware Decryption.
Inf. Sci., 2006

Special issue: Hippocratic XML databases: a model and an access control mechanism.
Comput. Syst. Sci. Eng., 2006

Continuous query processing in data streams using duality of data and queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

A Practitioner's Approach to Normalizing XQuery Expressions.
Proceedings of the Database Systems for Advanced Applications, 2006

2005
n-Gram/2L: A Space and Time Efficient Two-Level n-Gram Inverted Index Structure.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Odysseus: A High-Performance ORDBMS Tightly-Coupled with IR Features.
Proceedings of the 21st International Conference on Data Engineering, 2005

2004
Transformation-based temporal aggregation using order-based buffer replacement strategy.
Comput. Syst. Sci. Eng., 2004


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