Hyerim Bae

According to our database, Hyerim Bae authored at least 55 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Correlation Recurrent Units: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data.

Sung-Hyun Sim, Dohee Kim, Hyerim Bae

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Bagging Recurrent Event Imputation for Repair of Imperfect Event Log With Missing Categorical Events.

Sung-Hyun Sim, Hyerim Bae, Ling Liu

IEEE Trans. Serv. Comput., 2023

Metric Learning as a Service With Covariance Embedding.

Imam Mustafa Kamal, Hyerim Bae, Ling Liu

IEEE Trans. Serv. Comput., 2023

Improving Time-Series Classification Accuracy Based on Temporal Feature Representation Learning Using CRU-LSTM Autoencoder.

Dohee Kim, Sung-Hyun Sim, Bori Yoon, Ling Liu, Hyerim Bae

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

A novel training mechanism for health indicator construction and remaining useful lifetime (RUL) prediction.

Hanbyeol Park, Dohee Kim, Minseop Kim, Mingyu Park, Hyerim Bae, Yunkyung Park

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Cooperative auto-classifier networks for boosting discriminant capacity.

Imam Mustafa Kamal, Hyerim Bae

Pattern Recognit. Lett., 2022

Super-encoder with cooperative autoencoder networks.

Imam Mustafa Kamal, Hyerim Bae

Pattern Recognit., 2022

Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning.

Sung-Hyun Sim, Ling Liu, Hyerim Bae

CoRR, 2022

CRU: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data.

Sung-Hyun Sim, Dohee Kim, Hyerim Bae

CoRR, 2022

Angular triangle distance for ordinal metric learning.

Imam Mustafa Kamal, Hyerim Bae

CoRR, 2022

Semi-supervised binary classification with latent distance learning.

Imam Mustafa Kamal, Hyerim Bae

CoRR, 2022

Automatic Conversion of Event Data to Event Logs Using CNN and Event Density Embedding.

Sung-Hyun Sim, Riska Asriana Sutrisnowati, Seokrae Won, Sanghwa Lee, Hyerim Bae

IEEE Access, 2022

A Data-Driven Recipe Simulation for Synthetic Rubber Production.

Kikun Park, Hanbyeoul Park, Hyerim Bae

IEEE Access, 2022

TDTA: A New Hybrid Framework for Long-term Forecasting of Container Volume.

Dohee Kim, Hyerim Bae

Proceedings of the IEEE International Conference on Big Data, 2022

2020

Interterminal Truck Routing Optimization Using Deep Reinforcement Learning.

Taufik Nur Adi, Yelita Anggiane Iskandar, Hyerim Bae

Sensors, 2020

Data pixelization for predicting completion time of events.

Imam Mustafa Kamal, Hyerim Bae, Nur Ichsan Utama, Choi Yulim

Neurocomputing, 2020

Trajectory Linkage and Spreader Centrality for Social Epidemic Networks.

Imam Mustafa Kamal, Hyerim Bae, Ki Haing Cho

IEEE Access, 2020

Container-Based Coloured Petri-Net Co-simulation Framework.

Iq Reviessay Pulshashi, Hyerim Bae, Riska Asriana Sutrisnowati

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

Gene Expression Prediction using Stacked Temporal Convolutional Network.

Imam Mustafa Kamal, Nur Ahmad Wahid, Hyerim Bae

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

Method of Predictive Maintenance for Induction Furnace Based on Neural Network.

Yulim Choi, Hyeonho Kwun, Dohee Kim, Eunjoo Lee, Hyerim Bae

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019

Simplification and Detection of Outlying Trajectories from Batch and Streaming Data Recorded in Harsh Environments.

Iq Reviessay Pulshashi, Hyerim Bae, Hyunsuk Choi, SeungHwan Mun, Riska Asriana Sutrisnowati

ISPRS Int. J. Geo Inf., 2019

Likelihood-based Multiple Imputation by Event Chain Methodology for Repair of Imperfect Event Logs with Missing Data.

Sung-Hyun Sim, Hyerim Bae, Yulim Choi

Proceedings of the International Conference on Process Mining, 2019

2018

A study on the quality-embedded efficiency measurement in DEA.

Jaehun Park, Si-Il Sung, Yong-Jeong Kim, Byung Kwon Lee, Hyerim Bae

INFOR Inf. Syst. Oper. Res., 2018

Statistical Verification of Process Model Conformance to Execution Log Considering Model Abstraction.

Sung-Hyun Sim, Hyerim Bae, Yulim Choi, Ling Liu

Int. J. Cooperative Inf. Syst., 2018

2017

Identifying Key Resources in a Social Network Using f-PageRank.

Imam Mustafa Kamal, Hyerim Bae, Ling Liu, Yulim Choi

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

2016

Domain-driven actionable process model discovery.

Bernardo Nugroho Yahya, Minseok Song, Hyerim Bae, Sung-ook Sul, Jei-Zheng Wu

Comput. Ind. Eng., 2016

Statistical Verification of Process Conformance Based on Log Equality Test.

Hyerim Bae, Sung-Hyun Sim, Yulim Choi, Ling Liu

Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

2015

A framework to discover potential ideas of new product development from crowdsourcing application.

Thanh-Cong Dinh, Hyerim Bae, Jaehun Park, Joonsoo Bae

CoRR, 2015

Bayesian network construction from event log for lateness analysis in port logistics.

Riska Asriana Sutrisnowati, Hyerim Bae, Minseok Song

Comput. Ind. Eng., 2015

On-the-Fly Performance-Aware Human Resource Allocation in the Business Process Management Systems Environment Using Naïve Bayes.

Arif Wibisono, Amna Shifia Nisafani, Hyerim Bae, You-Jin Park

Proceedings of the Asia Pacific Business Process Management, 2015

2014

Planning of business process execution in Business Process Management environments.

Hyerim Bae, Sanghyup Lee, Ilkyeong Moon

Inf. Sci., 2014

Cross-evaluation-based weighted linear optimization for multi-criteria ABC inventory classification.

Jaehun Park, Hyerim Bae, Joonsoo Bae

Comput. Ind. Eng., 2014

2013

Learning Bayesian Network from Event Logs Using Mutual Information Test.

Riska Asriana Sutrisnowati, Hyerim Bae, Jaehun Park, Byung-Hyun Ha

Proceedings of the 2013 IEEE 6th International Conference on Service-Oriented Computing and Applications, 2013

Process Discovery by Synthesizing Activity Proximity and User's Domain Knowledge.

Bernardo Nugroho Yahya, Hyerim Bae, Sung-ook Sul, Jei-Zheng Wu

Proceedings of the Asia Pacific Business Process Management, 2013

Clustering and Operation Analysis for Assembly Blocks Using Process Mining in Shipbuilding Industry.

Dongha Lee, Jaehun Park, Iq Reviessay Pulshashi, Hyerim Bae

Proceedings of the Asia Pacific Business Process Management, 2013

2011

A study on the selection of benchmarking paths in DEA.

Sungmook Lim, Hyerim Bae, Loo Hay Lee

Expert Syst. Appl., 2011

Document Recovery in a Business Process using Activity Dependency.

Tianming Gan, Hyerim Bae

Proceedings of the LISS 2011 - Proceedings of the 1st International Conference on Logistics, Informatics and Service Science, Volume 3, Beijing, China, 8, 2011

2010

Increasing the efficiency of business processes using a theory of constraints.

Seung-Hyun Rhee, Nam Wook Cho, Hyerim Bae

Inf. Syst. Frontiers, 2010

2009

Adaptive RBAC in Complex Event-Driven BPM Systems.

Bernardo Nugroho Yahya, Hyerim Bae

Proceedings of the Dynamics in Logistics, Second International Conference, 2009

Auto-Triggering of RFID-based Logistic Process in Inter-workflow Using Complex Event.

Hyerim Bae, Yeong-Woong Yu

Proceedings of the Dynamics in Logistics, Second International Conference, 2009

Process Design Selection Using Proximity Score Measurement.

Bernardo Nugroho Yahya, Hyerim Bae, Joonsoo Bae

Proceedings of the Business Process Management Workshops, 2009

2008

Analytic hierarchy process to assess and optimize distribution network.

Mithun J. Sharma, Ilkyeong Moon, Hyerim Bae

Appl. Math. Comput., 2008

2007

Development of Distance Measures for Process Mining, Discovery and Integration.

Joonsoo Bae, Ling Liu, James Caverlee, Liang-Jie Zhang, Hyerim Bae

Int. J. Web Serv. Res., 2007

Enhancing the efficiency of supply chain processes through web services.

Seung-Hyun Rhee, Hyerim Bae, Yongsun Choi

Inf. Syst. Frontiers, 2007

Process based storing and reconstructing of XML form documents.

Hyerim Bae, Minsoo Kim

Comput. Ind., 2007

Web-service Based Integration of Multi-organizational Logistic Process.

Hyerim Bae

Proceedings of the Dynamics in Logistics, First International Conference, 2007

A More Comprehensive Approach to Enhancing Business Process Efficiency.

Seung-Hyun Rhee, Nam Wook Cho, Hyerim Bae

Proceedings of the Human Interface and the Management of Information. Interacting in Information Environments, 2007

A Version Management of Business Process Models in BPMS.

Hyerim Bae, Eunmi Cho, Joonsoo Bae

Proceedings of the Advances in Web and Network Technologies, and Information Management, 2007

2006

An Approximate Analysis of Expected Cycle Time in Business Process Execution.

Byung-Hyun Ha, Hajo A. Reijers, Joonsoo Bae, Hyerim Bae

Proceedings of the Business Process Management Workshops, 2006

2005

Process-Oriented Development of Job Manual System.

Seung-Hyun Rhee, Hoseong Song, Hyung Jun Won, Jaeyoung Ju, Minsoo Kim, Hyerim Bae

Proceedings of the Computational Science and Its Applications, 2005

2004

Automatic Control of Workflow Processes Using ECA Rules.

Joonsoo Bae, Hyerim Bae, Suk-Ho Kang, Yeongho Kim

IEEE Trans. Knowl. Data Eng., 2004

Document configuration control processes captured in a workflow.

Hyerim Bae, Wonchang Hur, Woo Sik Yoo, Byeong Kwon Kwak, Yeongho Kim, Yong-Tae Park

Comput. Ind., 2004

A Dispatching Rule for Efficient Workflow.

Seung-Hyun Rhee, Hyerim Bae, Yeongho Kim

Concurr. Eng. Res. Appl., 2004

2003

Customizable Workflow Monitoring.

Wonchang Hur, Hyerim Bae, Suk-Ho Kang

Concurr. Eng. Res. Appl., 2003

2002

A document-process association model for workflow management.

Hyerim Bae, Yeongho Kim

Comput. Ind., 2002