Charmgil Hong

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

VATMAN: Video Anomaly Transformer for Monitoring Accidents and Nefariousness.

[BibT_eX]

[DOI]

Harim Kim

Chang Ha Lee

Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance, 2024

AREST: Attention-Based Red-Light Violation Detection for Safety Technology.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance, 2024

2023

Drug Induced Liver Injury Prediction with Injective Molecular Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

Crime Scene Detection in Surveillance Videos Using Variational AutoEncoder-Based Support Vector Data Description.

[BibT_eX]

[DOI]

Harim Kim

Chang Ha Lee

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2023

AWS: GNNs that Aggregate with Self-node Representation for Dehydrogenation Enthalpy Prediction.

[BibT_eX]

[DOI]

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2023

2021

Multi-Scale Label Relation Learning for Multi-Label Classification Using 1-Dimensional Convolutional Neural Networks.

[BibT_eX]

[DOI]

Junhyung Kim

Byungyoon Park

CoRR, 2021

2019

Identifying incidental findings from radiology reports of trauma patients: An evaluation of automated feature representation methods.

[BibT_eX]

[DOI]

Gaurav Trivedi

Esmaeel R. Dadashzadeh

Robert M. Handzel

Harry Hochheiser

Shyam Visweswaran

Int. J. Medical Informatics, 2019

2018

Multivariate Conditional Outlier Detection: Identifying Unusual Input-Output Associations in Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

2017

Detection of Abnormal Input-Output Associations.

[BibT_eX]

[DOI]

Siqi Liu

CoRR, 2017

2016

Outlier-based detection of unusual patient-management actions: An ICU study.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2016

Detecting Unusual Input-Output Associations in Multivariate Conditional Data.

[BibT_eX]

[DOI]

CoRR, 2016

Dealing with Class Imbalance using Thresholding.

[BibT_eX]

[DOI]

Rumi Ghosh

Soundar Srinivasan

CoRR, 2016

Multivariate Conditional Outlier Detection and Its Clinical Application.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

MCODE: Multivariate Conditional Outlier Detection.

[BibT_eX]

[DOI]

CoRR, 2015

A Generalized Mixture Framework for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Multivariate Conditional Anomaly Detection and Its Clinical Application.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

A Mixtures-of-Experts Framework for Multi-Label Classification.

[BibT_eX]

[DOI]

CoRR, 2014

An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification.

[BibT_eX]

[DOI]

Mahdi Pakdaman Naeini

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

A Mixtures-of-Trees Framework for Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

An efficient probabilistic framework for multi-dimensional classification.

[BibT_eX]

[DOI]