Kyungmi Lee

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 30

Top Topics

Design Space Exploration

Periodic Patterns

Top Venues

Expert Syst. Appl.

Publications

Saurav Maji, Kyungmi Lee, Anantha P. Chandrakasan
SparseLeakyNets: Classification Prediction Attack Over Sparsity-Aware Embedded Neural Networks Using Timing Side-Channel Information. IEEE Comput. Archit. Lett. 23 (1) (2024)
Adikarige Randil Sanjeewa Madanayake, Kyungmi Lee, Ickjai Lee
Spatio-Temporal Contact Mining for Multiple Trajectories-of-Interest. IEEE Access 12 (2024)
Andrew Amos, Kyungmi Lee, Tarun Sen Gupta, Bunmi Malau-Aduli
Defining the Boundaries of Psychiatric and Medical Knowledge: Applying Cartographic Principles to Self-Organising Maps. MedInfo (2023)
Saurav Maji, Kyungmi Lee, Cheng Gongye, Yunsi Fei, Anantha P. Chandrakasan
An Energy-Efficient Neural Network Accelerator with Improved Protections Against Fault-Attacks. ESSCIRC (2023)
Kyungmi Lee, Mengjia Yan, Joel S. Emer, Anantha P. Chandrakasan
SecureLoop: Design Space Exploration of Secure DNN Accelerators. MICRO (2023)
Kyungmi Lee, Tim Cheongho Lee, Maria Yefimova, Sidharth Kumar, Frank Puga, Andres Azuero, Arif Kamal, Marie A. Bakitas, Alexi Wright, George Demiris, Christine S. Ritchie, Carolyn E. Z. Pickering, J. Nicholas Dionne-Odom
Using digital phenotyping to understand health-related outcomes: A scoping review. Int. J. Medical Informatics 174 (2023)
Kyungmi Lee, Anantha P. Chandrakasan
SparseBFA: Attacking Sparse Deep Neural Networks with the Worst-Case Bit Flips on Coordinates. ICASSP (2022)
Kyungmi Lee, Anantha P. Chandrakasan
Understanding the Energy vs. Adversarial Robustness Trade-Off in Deep Neural Networks. SiPS (2021)
Bonan Zhang, Jingjin Li, Chao Chen, Kyungmi Lee, Ickjai Lee
A Practical Botnet Traffic Detection System Using GNN. CSS (2021)
Kyungmi Lee, Anantha P. Chandrakasan
Understanding the Energy vs. Adversarial Robustness Trade-Off in Deep Neural Networks. IEEE Open J. Circuits Syst. 2 (2021)
Kyungmi Lee, Anantha P. Chandrakasan
Rethinking Empirical Evaluation of Adversarial Robustness Using First-Order Attack Methods. CoRR (2020)
Ye Wang, Kyungmi Lee, Ickjai Lee
Visual analytical tools for multivariate higher-order information for emergency management. J. Vis. 23 (4) (2020)
Sisi Liu, Kyungmi Lee, Ickjai Lee
Document-level multi-topic sentiment classification of Email data with BiLSTM and data augmentation. Knowl. Based Syst. 197 (2020)
Dongzhi Zhang, Kyungmi Lee, Ickjai Lee
Mining hierarchical semantic periodic patterns from GPS-collected spatio-temporal trajectories. Expert Syst. Appl. 122 (2019)
Euntae Choi, Kyungmi Lee, Kiyoung Choi
Autoencoder-Based Incremental Class Learning without Retraining on Old Data. CoRR (2019)
Dongzhi Zhang, Kyungmi Lee, Ickjai Lee
Semantic periodic pattern mining from spatio-temporal trajectories. Inf. Sci. 502 (2019)
Dongzhi Zhang, Kyungmi Lee, Ickjai Lee
Multi-level medical periodic patterns from human movement behaviors. Health Inf. Sci. Syst. 7 (1) (2019)
Dongzhi Zhang, Kyungmi Lee, Ickjai Lee
Mining Medical Periodic Patterns from Spatio-Temporal Trajectories. HIS (2018)
Guochen Cai, Kyungmi Lee, Ickjai Lee
Mining Semantic Trajectory Patterns from Geo-Tagged Data. J. Comput. Sci. Technol. 33 (4) (2018)
Ye Wang, Kyungmi Lee, Ickjai Lee
DNA-chart visual tool for topological higher order information from spatio-temporal trajectory dataset. Expert Syst. Appl. 108 (2018)
Guochen Cai, Kyungmi Lee, Ickjai Lee
Itinerary recommender system with semantic trajectory pattern mining from geo-tagged photos. Expert Syst. Appl. 94 (2018)
Guochen Cai, Kyungmi Lee, Ickjai Lee
Mining Mobility Patterns from Geotagged Photos Through Semantic Trajectory Clustering. Cybern. Syst. 49 (4) (2018)
Dongzhi Zhang, Kyungmi Lee, Ickjai Lee
Hierarchical trajectory clustering for spatio-temporal periodic pattern mining. Expert Syst. Appl. 92 (2018)
Ye Wang, Kyungmi Lee, Ickjai Lee
Visual Analytical Tool for Higher Order k-Means Clustering for Trajectory Data Mining. Australasian Conference on Artificial Intelligence (2016)
Ye Wang, Kyungmi Lee, Ickjai Lee
Multivariate Higher Order Information for Emergency Management Based on Tourism Trajectory Datasets. IEA/AIE (2016)
Guochen Cai, Kyungmi Lee, Ickjai Lee
Discovering Common Semantic Trajectories from Geo-tagged Social Media. IEA/AIE (2016)
Guochen Cai, Kyungmi Lee, Ickjai Lee
A Framework for Mining Semantic-Level Tourist Movement Behaviours from Geo-tagged Photos. Australasian Conference on Artificial Intelligence (2016)
Dongzhi Zhang, Kyungmi Lee, Ickjai Lee
Periodic Pattern Mining for Spatio-Temporal Trajectories: A Survey. ISKE (2015)
Ye Wang, Kyungmi Lee, Ickjai Lee
Treemap Representations of Higher Order Information for Moving Objects. ISKE (2015)
Luke Bermingham, Kyungmi Lee, Trina S. Myers
Meta-heuristics to Optimise Complex FIFO (Fly-in-Fly-out) Workforce Roster Modelling in the Mining Sector. ISKE (2015)
Luke Bermingham, Kyungmi Lee, Ickjai Lee
Spatio-Temporal Trajectory Region-of-Interest Mining Using Delaunay Triangulation. ICDM Workshops (2014)
Guochen Cai, Chihiro Hio, Luke Bermingham, Kyungmi Lee, Ickjai Lee
Mining Frequent Trajectory Patterns and Regions-of-Interest from Flickr Photos. HICSS (2014)
Ickjai Lee, Guochen Cai, Kyungmi Lee
Exploration of geo-tagged photos through data mining approaches. Expert Syst. Appl. 41 (2) (2014)
Guochen Cai, Chihiro Hio, Luke Bermingham, Kyungmi Lee, Ickjai Lee
Sequential pattern mining of geo-tagged photos with an arbitrary regions-of-interest detection method. Expert Syst. Appl. 41 (7) (2014)
Ye Wang, Kyungmi Lee, Ickjai Lee
Directional Higher Order Information for Spatio-Temporal Trajectory Dataset. ICDM Workshops (2014)
Shah Atiqur Rahman, Insu Song, Maylor K. H. Leung, Ickjai Lee, Kyungmi Lee
Fast action recognition using negative space features. Expert Syst. Appl. 41 (2) (2014)
Ye Wang, Kyungmi Lee, Ickjai Lee
Visual Analytics of Topological Higher Order Information for Emergency Management Based on Tourism Trajectory Datasets. ICCS (2014)
Chihiro Hio, Luke Bermingham, Guochen Cai, Kyungmi Lee, Ickjai Lee
A Hybrid Grid-based Method for Mining Arbitrary Regions-of-Interest from Trajectories. MLSDA@AUS-AI (2013)
Ickjai Lee, Guochen Cai, Kyungmi Lee
Points-of-Interest Mining from People's Photo-Taking Behavior. HICSS (2013)
Ickjai Lee, Guochen Cai, Kyungmi Lee
Mining Points-of-Interest Association Rules from Geo-tagged Photos. HICSS (2013)
Ickjai Lee, Yang Qu, Kyungmi Lee
Mining qualitative patterns in spatial cluster analysis. Expert Syst. Appl. 39 (2) (2012)
Ickjai Lee, Christopher Torpelund-Bruin, Kyungmi Lee
Map segmentation for geospatial data mining through generalized higher-order Voronoi diagrams with sequential scan algorithms. Expert Syst. Appl. 39 (12) (2012)
Ickjai Lee, Kyungmi Lee, Christopher Torpelund-Bruin
Raster voronoi tessellation and its application to emergency modeling. Geo spatial Inf. Sci. 14 (4) (2011)
Kyungmi Lee
Exploration on Feature Extraction Schemes and Classifiers for Shaft Testing System. J. Comput. 5 (5) (2010)
Yang Qu, Kyungmi Lee, Ickjai Lee
Qualitative Cluster Reasoning Framework for Decision Making. NCM (2009)
Ickjai Lee, Kyungmi Lee
Voronoi Approach to Geospatial Concept Management within Conceptual Spaces. Appl. Artif. Intell. 23 (6) (2009)
Ickjai Lee, Kyungmi Lee, Christopher Torpelund-Bruin
Voronoi Image Segmentation and Its Applications to Geoinformatics. J. Comput. 4 (11) (2009)
Ickjai Lee, Kyungmi Lee
A generic triangle-based data structure of the complete set of higher order Voronoi diagrams for emergency management. Comput. Environ. Urban Syst. 33 (2) (2009)
Kyungmi Lee, Vladimir Estivill-Castro
Feature extraction and gating techniques for ultrasonic shaft signal classification. Appl. Soft Comput. 7 (1) (2007)
Ickjai Lee, Reece Pershouse, Kyungmi Lee
Voronoi Diagrams. COSIT (2007)
Ickjai Lee, Kyungmi Lee
Higher Order Voronoi Diagrams for Concept Boundaries and Tessellations. ACIS-ICIS (2007)
Kyungmi Lee, Vladimir Estivill-Castro
A Hybrid Classification Approach to Ultrasonic Shaft Signals. Australian Conference on Artificial Intelligence (2004)
Kyungmi Lee, Vladimir Estivill-Castro
Support Vector Machine Classification of Ultrasonic Shaft Inspection Data Using Discrete Wavelet Transform. IC-AI (2004)
Kyungmi Lee, Vladimir Estivill-Castro
Classification Ensembles for Shaft Test Data: Empirical Evaluation. HIS (2004)
Kyungmi Lee, Vladimir Estivill-Castro
Feature Extraction Techniques for Ultrasonic Shaft Signal Classification. HIS (2003)