Kyungmi Lee

IEEE J. Solid State Circuits, September, 2024

Towards Secure Machine Learning Acceleration: Threats and Defenses Across Algorithms, Architecture, and Circuits

[BibT_eX]

[DOI]

PhD thesis, 2024

SparseLeakyNets: Classification Prediction Attack Over Sparsity-Aware Embedded Neural Networks Using Timing Side-Channel Information.

[BibT_eX]

[DOI]

Saurav Maji

Adikarige Randil Sanjeewa Madanayake

IEEE Comput. Archit. Lett., 2024

Mining contacts from spatio-temporal trajectories.

[BibT_eX]

[DOI]

Adikarige Randil Sanjeewa Madanayake

AI Open, 2024

Spatio-Temporal Contact Mining for Multiple Trajectories-of-Interest.

[BibT_eX]

[DOI]

IEEE Access, 2024

Clustering-based Evaluation Framework of Feature Extraction Approaches for ECG Biometric Authentication.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Using digital phenotyping to understand health-related outcomes: A scoping review.

[BibT_eX]

[DOI]

Carolyn E. Z. Pickering

J. Nicholas Dionne-Odom

Int. J. Medical Informatics, June, 2023

SecureLoop: Design Space Exploration of Secure DNN Accelerators.

[BibT_eX]

[DOI]

Mengjia Yan

Joel S. Emer

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.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

An Energy-Efficient Neural Network Accelerator with Improved Protections Against Fault-Attacks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Understanding the Energy vs. Adversarial Robustness Trade-Off in Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Open J. Circuits Syst., 2021

A Practical Botnet Traffic Detection System Using GNN.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sisi Liu

Knowl. Based Syst., 2020

Visual analytical tools for multivariate higher-order information for emergency management.

[BibT_eX]

[DOI]

J. Vis., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

2019

Semantic periodic pattern mining from spatio-temporal trajectories.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Multi-level medical periodic patterns from human movement behaviors.

[BibT_eX]

[DOI]

Health Inf. Sci. Syst., 2019

Mining hierarchical semantic periodic patterns from GPS-collected spatio-temporal trajectories.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

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

[BibT_eX]

[DOI]

Euntae Choi

Kiyoung Choi

CoRR, 2019

2018

Mining Semantic Trajectory Patterns from Geo-Tagged Data.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2018

Hierarchical trajectory clustering for spatio-temporal periodic pattern mining.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

DNA-chart visual tool for topological higher order information from spatio-temporal trajectory dataset.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Itinerary recommender system with semantic trajectory pattern mining from geo-tagged photos.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Mining Mobility Patterns from Geotagged Photos Through Semantic Trajectory Clustering.

[BibT_eX]

[DOI]

Cybern. Syst., 2018

Mining Medical Periodic Patterns from Spatio-Temporal Trajectories.

[BibT_eX]

[DOI]

Proceedings of the Health Information Science - 7th International Conference, 2018

2016

Multivariate Higher Order Information for Emergency Management Based on Tourism Trajectory Datasets.

[BibT_eX]

[DOI]

Proceedings of the Trends in Applied Knowledge-Based Systems and Data Science, 2016

Discovering Common Semantic Trajectories from Geo-tagged Social Media.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

A Framework for Mining Semantic-Level Tourist Movement Behaviours from Geo-tagged Photos.

[BibT_eX]

[DOI]

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015

Periodic Pattern Mining for Spatio-Temporal Trajectories: A Survey.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Treemap Representations of Higher Order Information for Moving Objects.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Luke Bermingham

Trina S. Myers

Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

2014

Fast action recognition using negative space features.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Exploration of geo-tagged photos through data mining approaches.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Sequential pattern mining of geo-tagged photos with an arbitrary regions-of-interest detection method.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Directional Higher Order Information for Spatio-Temporal Trajectory Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Spatio-Temporal Trajectory Region-of-Interest Mining Using Delaunay Triangulation.

[BibT_eX]

[DOI]

Luke Bermingham

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2014

Mining Frequent Trajectory Patterns and Regions-of-Interest from Flickr Photos.

[BibT_eX]

[DOI]

Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

2013

Points-of-Interest Mining from People's Photo-Taking Behavior.

[BibT_eX]

[DOI]

Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Mining Points-of-Interest Association Rules from Geo-tagged Photos.

[BibT_eX]

[DOI]

Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

A Hybrid Grid-based Method for Mining Arbitrary Regions-of-Interest from Trajectories.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Mining qualitative patterns in spatial cluster analysis.

[BibT_eX]

[DOI]

Yang Qu

Expert Syst. Appl., 2012

2011

Raster voronoi tessellation and its application to emergency modeling.

[BibT_eX]

[DOI]

Geo spatial Inf. Sci., 2011

2010

What-If Emergency Response Through Higher Order Voronoi Diagrams.

[BibT_eX]

[DOI]

Proceedings of the Security Informatics, 2010

Exploration on Feature Extraction Schemes and Classifiers for Shaft Testing System.

[BibT_eX]

[DOI]

J. Comput., 2010

2009

A generic triangle-based data structure of the complete set of higher order Voronoi diagrams for emergency management.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., 2009

Voronoi Image Segmentation and Its Applications to Geoinformatics.

[BibT_eX]

[DOI]

J. Comput., 2009

An Order-<i>k</i> Voronoi Approach to Geospatial Concept Management within Conceptual Spaces.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2009

Qualitative Cluster Reasoning Framework for Decision Making.

[BibT_eX]

[DOI]

Yang Qu

Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

2007

Feature extraction and gating techniques for ultrasonic shaft signal classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2007

Geospatial Cluster Tessellation Through the Complete Order- <i>k</i> Voronoi Diagrams.

[BibT_eX]

[DOI]

Reece Pershouse

Proceedings of the Spatial Information Theory, 8th International Conference, 2007

Higher Order Voronoi Diagrams for Concept Boundaries and Tessellations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2004

Classification Ensembles for Shaft Test Data: Empirical Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

A Hybrid Classification Approach to Ultrasonic Shaft Signals.

[BibT_eX]

[DOI]

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

2003

Feature Extraction Techniques for Ultrasonic Shaft Signal Classification.

[BibT_eX]