Chihoon Lee

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
Control in Stochastic Environment with Delays: A Model-based Reinforcement Learning Approach.
CoRR, 2024

2023
A Method for Detecting Murmurous Heart Sounds based on Self-similar Properties.
CoRR, 2023

2021
Stationary distribution convergence of the offered waiting processes in heavy traffic under general patience time scaling.
Queueing Syst. Theory Appl., 2021

On the optimal design of the randomized unbiased Monte Carlo estimators.
Oper. Res. Lett., 2021

2020
Stationary distribution convergence of the offered waiting processes for GI/GI/1+GI queues in heavy traffic.
Queueing Syst. Theory Appl., 2020

2019
Deep learning models for bankruptcy prediction using textual disclosures.
Eur. J. Oper. Res., 2019

A penalized simulated maximum likelihood method to estimate parameters for SDEs with measurement error.
Comput. Stat., 2019

Entropy flow and De Bruijn's identity for a class of stochastic differential equations driven by fractional Brownian motion.
CoRR, 2019

2018
Single-transform formulas for pricing Asian options in a general approximation framework under Markov processes.
Eur. J. Oper. Res., 2018

On Optimizing Operational Efficiency in Storage Systems via Deep Reinforcement Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2015
A penalized simulated maximum likelihood approach in parameter estimation for stochastic differential equations.
Comput. Stat. Data Anal., 2015

2014
Optimal pricing and capacity sizing for the GI/GI/1 queue.
Oper. Res. Lett., 2014

Learning to predict trending queries: classification - based.
Proceedings of the 23rd International World Wide Web Conference, 2014

2013
Drift Parameter Estimation for a Reflected Fractional Brownian Motion Based on its Local Time.
J. Appl. Probab., 2013

2011
Ergodic Rate Control Problem for Single Class Queueing Networks.
SIAM J. Control. Optim., 2011

Assisting web search users by destination reachability.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
<i>V</i>-uniform ergodicity for state-dependent single class queueing networks.
Queueing Syst. Theory Appl., 2010

Learning to combine discriminative classifiers: confidence based.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2009
Stationary Distribution Convergence for Generalized Jackson Networks in Heavy Traffic.
Math. Oper. Res., 2009

Information theoretic regularization for semi-supervised boosting.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Proactive Fault Detection Schema for Enterprise Information System Using Statistical Process Control.
Proceedings of the Human Interface and the Management of Information. Designing Information Environments, 2009

An End-to-End Proactive TCP Based on Available Bandwidth Estimation with Congestion Level Index.
Proceedings of the Human Interface and the Management of Information. Information and Interaction, 2009

2008
Clustering high dimensional data: A graph-based relaxed optimization approach.
Inf. Sci., 2008

Segmenting Brain Tumors Using Pseudo-Conditional Random Fields.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

A Study of the Causal Relationship between IT Governance Inhibitors and Its Success in Korea Enterprises.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Constrained Classification on Structured Data.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
How to Tell a Bad Filter Through Monte Carlo Simulations.
IEEE Trans. Autom. Control., 2007

Correlation Analysis of Available Bandwidth Estimators for Mobile HCI.
Proceedings of the Human Interface and the Management of Information. Methods, 2007

2006
Network Intrusion Detection Through Genetic Feature Selection.
Proceedings of the Seventh International Conference on Software Engineering, 2006

Efficient Spatial Classification Using Decoupled Conditional Random Fields.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Using query-specific variance estimates to combine Bayesian classifiers.
Proceedings of the Machine Learning, 2006

Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling.
Proceedings of the ACL 2006, 2006

2005
Support Vector Random Fields for Spatial Classification.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Segmenting Brain Tumors with Conditional Random Fields and Support Vector Machines.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2003
Electrical reliability of highly reliable 256M-bit mobile DRAM with top-edge round STI and dual gate oxide.
Microelectron. Reliab., 2003

2002
On Data Clustering Analysis: Scalability, Constraints, and Validation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Clustering Spatial Data in the Presence of Obstacles: a Density-Based Approach.
Proceedings of the International Database Engineering & Applications Symposium, 2002

Clustering Spatial Data when Facing Physical Constraints.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001
Web personalization expert with combining collaborative filtering and association rule mining technique.
Expert Syst. Appl., 2001

2000
Document ontology based personalized filtering system (poster session).
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000


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