Kyungmi Lee

Orcid: 0000-0003-3304-4627

According to our database1, Kyungmi Lee authored at least 53 papers between 2003 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Using digital phenotyping to understand health-related outcomes: A scoping review.
Int. J. Medical Informatics, June, 2023

SecureLoop: Design Space Exploration of Secure DNN Accelerators.
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

Defining the Boundaries of Psychiatric and Medical Knowledge: Applying Cartographic Principles to Self-Organising Maps.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

An Energy-Efficient Neural Network Accelerator with Improved Protections Against Fault-Attacks.
Proceedings of the 49th IEEE European Solid State Circuits Conference, 2023

2022
SparseBFA: Attacking Sparse Deep Neural Networks with the Worst-Case Bit Flips on Coordinates.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Understanding the Energy vs. Adversarial Robustness Trade-Off in Deep Neural Networks.
IEEE Open J. Circuits Syst., 2021

A Practical Botnet Traffic Detection System Using GNN.
Proceedings of the Cyberspace Safety and Security - 13th International Symposium, 2021

2020
Document-level multi-topic sentiment classification of Email data with BiLSTM and data augmentation.
Knowl. Based Syst., 2020

Visual analytical tools for multivariate higher-order information for emergency management.
J. Vis., 2020

Rethinking Empirical Evaluation of Adversarial Robustness Using First-Order Attack Methods.
CoRR, 2020

2019
Semantic periodic pattern mining from spatio-temporal trajectories.
Inf. Sci., 2019

Multi-level medical periodic patterns from human movement behaviors.
Health Inf. Sci. Syst., 2019

Mining hierarchical semantic periodic patterns from GPS-collected spatio-temporal trajectories.
Expert Syst. Appl., 2019

Autoencoder-Based Incremental Class Learning without Retraining on Old Data.
CoRR, 2019

2018
Mining Semantic Trajectory Patterns from Geo-Tagged Data.
J. Comput. Sci. Technol., 2018

Hierarchical trajectory clustering for spatio-temporal periodic pattern mining.
Expert Syst. Appl., 2018

DNA-chart visual tool for topological higher order information from spatio-temporal trajectory dataset.
Expert Syst. Appl., 2018

Itinerary recommender system with semantic trajectory pattern mining from geo-tagged photos.
Expert Syst. Appl., 2018

Mining Mobility Patterns from Geotagged Photos Through Semantic Trajectory Clustering.
Cybern. Syst., 2018

Mining Medical Periodic Patterns from Spatio-Temporal Trajectories.
Proceedings of the Health Information Science - 7th International Conference, 2018

2016
Multivariate Higher Order Information for Emergency Management Based on Tourism Trajectory Datasets.
Proceedings of the Trends in Applied Knowledge-Based Systems and Data Science, 2016

Discovering Common Semantic Trajectories from Geo-tagged Social Media.
Proceedings of the Trends in Applied Knowledge-Based Systems and Data Science, 2016

Visual Analytical Tool for Higher Order k-Means Clustering for Trajectory Data Mining.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

A Framework for Mining Semantic-Level Tourist Movement Behaviours from Geo-tagged Photos.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015
Periodic Pattern Mining for Spatio-Temporal Trajectories: A Survey.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Treemap Representations of Higher Order Information for Moving Objects.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Meta-heuristics to Optimise Complex FIFO (Fly-in-Fly-out) Workforce Roster Modelling in the Mining Sector.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

2014
Fast action recognition using negative space features.
Expert Syst. Appl., 2014

Exploration of geo-tagged photos through data mining approaches.
Expert Syst. Appl., 2014

Sequential pattern mining of geo-tagged photos with an arbitrary regions-of-interest detection method.
Expert Syst. Appl., 2014

Directional Higher Order Information for Spatio-Temporal Trajectory Dataset.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Spatio-Temporal Trajectory Region-of-Interest Mining Using Delaunay Triangulation.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Visual Analytics of Topological Higher Order Information for Emergency Management Based on Tourism Trajectory Datasets.
Proceedings of the International Conference on Computational Science, 2014

Mining Frequent Trajectory Patterns and Regions-of-Interest from Flickr Photos.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

2013
Points-of-Interest Mining from People's Photo-Taking Behavior.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Mining Points-of-Interest Association Rules from Geo-tagged Photos.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

A Hybrid Grid-based Method for Mining Arbitrary Regions-of-Interest from Trajectories.
Proceedings of the Workshop on Machine Learning for Sensory Data Analysis, 2013

2012
Map segmentation for geospatial data mining through generalized higher-order Voronoi diagrams with sequential scan algorithms.
Expert Syst. Appl., 2012

Mining qualitative patterns in spatial cluster analysis.
Expert Syst. Appl., 2012

2011
Raster voronoi tessellation and its application to emergency modeling.
Geo spatial Inf. Sci., 2011

2010
What-If Emergency Response Through Higher Order Voronoi Diagrams.
Proceedings of the Security Informatics, 2010

Exploration on Feature Extraction Schemes and Classifiers for Shaft Testing System.
J. Comput., 2010

2009
A generic triangle-based data structure of the complete set of higher order Voronoi diagrams for emergency management.
Comput. Environ. Urban Syst., 2009

Voronoi Image Segmentation and Its Applications to Geoinformatics.
J. Comput., 2009

An Order-<i>k</i> Voronoi Approach to Geospatial Concept Management within Conceptual Spaces.
Appl. Artif. Intell., 2009

Qualitative Cluster Reasoning Framework for Decision Making.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

2007
Feature extraction and gating techniques for ultrasonic shaft signal classification.
Appl. Soft Comput., 2007

Geospatial Cluster Tessellation Through the Complete Order- <i>k</i> Voronoi Diagrams.
Proceedings of the Spatial Information Theory, 8th International Conference, 2007

Higher Order Voronoi Diagrams for Concept Boundaries and Tessellations.
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

2004
Support Vector Machine Classification of Ultrasonic Shaft Inspection Data Using Discrete Wavelet Transform.
Proceedings of the International Conference on Artificial Intelligence, 2004

Classification Ensembles for Shaft Test Data: Empirical Evaluation.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

A Hybrid Classification Approach to Ultrasonic Shaft Signals.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

2003
Feature Extraction Techniques for Ultrasonic Shaft Signal Classification.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003


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