Hyerim Bae - RankMe

76 papers A 2B 4Journal 51Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ACFormer: Mitigating Non-linearity with Auto Convolutional Encoder for Time Series Forecasting. CoRR Gawon Lee, Hanbyeol Park, Minseop Kim, Dohee Kim, Hyerim Bae
2026	J	`jnl`	Application of Large Language Models for Container Throughput Forecasting: Incorporating Contextual Information in Port Logistics. CoRR Minseop Kim, Jaeeun Kwon, Hanbyeol Park, Kikun Park, TaekHyun Park, Hyerim Bae
2026	J	`jnl`	Domain-Adaptive Health Indicator Learning with Degradation-Stage Synchronized Sampling and Cross-Domain Autoencoder. CoRR Jungho Choo, Hanbyeol Park, Gawon Lee, Yunkyung Park, Hyerim Bae
2026	J	`jnl`	Generative AI and Machine Learning Collaboration for Container Dwell Time Prediction via Data Standardization. CoRR Minseop Kim, Takhyeong Kim, TaekHyun Park, Hanbyeol Park, Hyerim Bae
2026	J	`jnl`	Optimizing yard truck deployment at container terminals: a machine learning-enhanced non-dominated sorting genetic algorithm. Comput. Ind. Eng. Kikun Park, Ki-Hun Kim, Minseop Kim, Hyerim Bae
2026	J	`jnl`	Process-Aware Procurement Lead Time Prediction for Shipyard Delay Mitigation. CoRR Yongjae Lee, Eunhee Park, Daesan Park, Dongho Kim, Jongho Choi, Hyerim Bae
2026	J	`jnl`	Time-series approach to vessel turnaround time forecasting using queuing-based operation indicators. Adv. Eng. Informatics Daesan Park, Taeeon Noh, Yohan Koo, Hyeonjik Lee, Dowon Kim, Hyerim Bae
2025	J	`jnl`	Angular triangle distance for ordinal metric learning. Appl. Intell. Imam Mustafa Kamal, Hyerim Bae, Ling Liu
2025	J	`jnl`	Continual Learning Approach With Adaptive Memory Mechanism for Predictive Process Monitoring in Dynamic Business Environments. IEEE Access Alif Nur Iman, Imam Mustafa Kamal, Dohee Kim, Hyerim Bae
2025	J	`jnl`	IConv: Focusing on Local Variation with Channel Independent Convolution for Multivariate Time Series Forecasting. CoRR Gawon Lee, Hanbyeol Park, Minseop Kim, Dohee Kim, Hyerim Bae
2025	B	`conf`	JustDense: Just Using Dense Instead of Sequence Mixer for Time Series Analysis. IEEE Big Data TaekHyun Park, Youngjae Lee, Daesan Park, Dohee Kim, Hyerim Bae
2025	J	`jnl`	JustDense: Just using Dense instead of Sequence Mixer for Time Series analysis. CoRR TaekHyun Park, Yongjae Lee, Daesan Park, Dohee Kim, Hyerim Bae
2025	A	`conf`	Multi-task Trained Graph Neural Network for Business Process Anomaly Detection with a Limited Number of Labeled Anomalies. BPM Yongjae Lee, Dohee Kim, Donghwan Kim, Hyerim Bae
2025	J	`jnl`	Reasoning-Aware GRPO using Process Mining. CoRR TaekHyun Park, Yongjae Lee, Hyerim Bae
2025	J	`jnl`	Trend-Fluctuation Correlated Attention Unit for Remaining Useful Life Prediction. IEEE Access Hanbyeol Park, Sung-Hyun Sim, Yunkyung Park, Hyerim Bae
2024	J	`jnl`	A Predictive Discrete Event Simulation for Predicting Operation Times in Container Terminal. IEEE Access Kikun Park, Minseop Kim, Hyerim Bae
2024	J	`jnl`	A Surrogate Model for Quay Crane Scheduling Problem. CoRR Kikun Park, Hyerim Bae
2024	J	`jnl`	Artificial Intelligence-based Smart Port Logistics Metaverse for Enhancing Productivity, Environment, and Safety in Port Logistics: A Case Study of Busan Port. CoRR Sung-Hyun Sim, Dohee Kim, Kikun Park, Hyerim Bae
2024	—	`conf`	Neural Bezier Interpolation with Manifold Learning for Reliable Vessel Trajectory Prediction. CogMI Gawon Lee, Dohee Kim, Segil Park, Sung-Hyun Sim, Ling Liu, Hyerim Bae
2024	J	`jnl`	Semi-supervised binary classification with latent distance learning. Adv. Eng. Informatics Imam Mustafa Kamal, Hyerim Bae
2023	B	`conf`	A novel training mechanism for health indicator construction and remaining useful lifetime (RUL) prediction. IEEE Big Data Hanbyeol Park, Dohee Kim, Minseop Kim, Mingyu Park, Hyerim Bae, Yunkyung Park
2023	J	`jnl`	Bagging Recurrent Event Imputation for Repair of Imperfect Event Log With Missing Categorical Events. IEEE Trans. Serv. Comput. Sung-Hyun Sim, Hyerim Bae, Ling Liu
2023	J	`jnl`	Correlation Recurrent Units: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data. IEEE Trans. Pattern Anal. Mach. Intell. Sung-Hyun Sim, Dohee Kim, Hyerim Bae
2023	—	`conf`	Improving Time-Series Classification Accuracy Based on Temporal Feature Representation Learning Using CRU-LSTM Autoencoder. CogMI Dohee Kim, Sung-Hyun Sim, Bori Yoon, Ling Liu, Hyerim Bae
2023	J	`jnl`	Metric Learning as a Service With Covariance Embedding. IEEE Trans. Serv. Comput. Imam Mustafa Kamal, Hyerim Bae, Ling Liu
2022	J	`jnl`	A Data-Driven Recipe Simulation for Synthetic Rubber Production. IEEE Access Kikun Park, Hanbyeoul Park, Hyerim Bae
2022	J	`jnl`	Angular triangle distance for ordinal metric learning. CoRR Imam Mustafa Kamal, Hyerim Bae
2022	J	`jnl`	Automatic Conversion of Event Data to Event Logs Using CNN and Event Density Embedding. IEEE Access Sung-Hyun Sim, Riska Asriana Sutrisnowati, Seokrae Won, Sanghwa Lee, Hyerim Bae
2022	J	`jnl`	Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning. CoRR Sung-Hyun Sim, Ling Liu, Hyerim Bae
2022	J	`jnl`	CRU: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data. CoRR Sung-Hyun Sim, Dohee Kim, Hyerim Bae
2022	J	`jnl`	Cooperative auto-classifier networks for boosting discriminant capacity. Pattern Recognit. Lett. Imam Mustafa Kamal, Hyerim Bae
2022	J	`jnl`	Metric Learning as a Service with Covariance Embedding. CoRR Imam Mustafa Kamal, Hyerim Bae, Ling Liu
2022	J	`jnl`	Semi-supervised binary classification with latent distance learning. CoRR Imam Mustafa Kamal, Hyerim Bae
2022	J	`jnl`	Super-encoder with cooperative autoencoder networks. Pattern Recognit. Imam Mustafa Kamal, Hyerim Bae
2022	B	`conf`	TDTA: A New Hybrid Framework for Long-term Forecasting of Container Volume. IEEE Big Data Dohee Kim, Hyerim Bae
2020	—	`conf`	Container-Based Coloured Petri-Net Co-simulation Framework. BigComp Iq Reviessay Pulshashi, Hyerim Bae, Riska Asriana Sutrisnowati
2020	J	`jnl`	Data pixelization for predicting completion time of events. Neurocomputing Imam Mustafa Kamal, Hyerim Bae, Nur Ichsan Utama, Choi Yulim
2020	—	`conf`	Gene Expression Prediction using Stacked Temporal Convolutional Network. BigComp Imam Mustafa Kamal, Nur Ahmad Wahid, Hyerim Bae
2020	J	`jnl`	Interterminal Truck Routing Optimization Using Deep Reinforcement Learning. Sensors Taufik Nur Adi, Yelita Anggiane Iskandar, Hyerim Bae
2020	—	`conf`	Method of Predictive Maintenance for Induction Furnace Based on Neural Network. BigComp Yulim Choi, Hyeonho Kwun, Dohee Kim, Eunjoo Lee, Hyerim Bae
2020	J	`jnl`	Trajectory Linkage and Spreader Centrality for Social Epidemic Networks. IEEE Access Imam Mustafa Kamal, Hyerim Bae, Ki Haing Cho
2019	B	`conf`	Likelihood-based Multiple Imputation by Event Chain Methodology for Repair of Imperfect Event Logs with Missing Data. ICPM Sung-Hyun Sim, Hyerim Bae, Yulim Choi
2019	J	`jnl`	Simplification and Detection of Outlying Trajectories from Batch and Streaming Data Recorded in Harsh Environments. ISPRS Int. J. Geo Inf. Iq Reviessay Pulshashi, Hyerim Bae, Hyunsuk Choi, SeungHwan Mun, Riska Asriana Sutrisnowati
2018	J	`jnl`	A study on the quality-embedded efficiency measurement in DEA. INFOR Inf. Syst. Oper. Res. Jaehun Park, Si-Il Sung, Yong-Jeong Kim, Byung Kwon Lee, Hyerim Bae
2018	J	`jnl`	Statistical Verification of Process Model Conformance to Execution Log Considering Model Abstraction. Int. J. Cooperative Inf. Syst. Sung-Hyun Sim, Hyerim Bae, Yulim Choi, Ling Liu
2017	A	`conf`	Identifying Key Resources in a Social Network Using f-PageRank. ICWS Imam Mustafa Kamal, Hyerim Bae, Ling Liu, Yulim Choi
2016	J	`jnl`	Domain-driven actionable process model discovery. Comput. Ind. Eng. Bernardo Nugroho Yahya, Minseok Song, Hyerim Bae, Sung-ook Sul, Jei-Zheng Wu
2016	—	`conf`	Statistical Verification of Process Conformance Based on Log Equality Test. CIC Hyerim Bae, Sung-Hyun Sim, Yulim Choi, Ling Liu
2015	J	`jnl`	A framework to discover potential ideas of new product development from crowdsourcing application. CoRR Thanh-Cong Dinh, Hyerim Bae, Jaehun Park, Joonsoo Bae
2015	J	`jnl`	Bayesian network construction from event log for lateness analysis in port logistics. Comput. Ind. Eng. Riska Asriana Sutrisnowati, Hyerim Bae, Minseok Song
2015	—	`conf`	On-the-Fly Performance-Aware Human Resource Allocation in the Business Process Management Systems Environment Using Naïve Bayes. AP-BPM Arif Wibisono, Amna Shifia Nisafani, Hyerim Bae, You-Jin Park
2014	J	`jnl`	Cross-evaluation-based weighted linear optimization for multi-criteria ABC inventory classification. Comput. Ind. Eng. Jaehun Park, Hyerim Bae, Joonsoo Bae
2014	J	`jnl`	Planning of business process execution in Business Process Management environments. Inf. Sci. Hyerim Bae, Sanghyup Lee, Ilkyeong Moon
2013	—	`conf`	Clustering and Operation Analysis for Assembly Blocks Using Process Mining in Shipbuilding Industry. AP-BPM Dongha Lee, Jaehun Park, Iq Reviessay Pulshashi, Hyerim Bae
2013	—	`conf`	Learning Bayesian Network from Event Logs Using Mutual Information Test. SOCA Riska Asriana Sutrisnowati, Hyerim Bae, Jaehun Park, Byung-Hyun Ha
2013	—	`conf`	Process Discovery by Synthesizing Activity Proximity and User's Domain Knowledge. AP-BPM Bernardo Nugroho Yahya, Hyerim Bae, Sung-ook Sul, Jei-Zheng Wu
2011	J	`jnl`	A study on the selection of benchmarking paths in DEA. Expert Syst. Appl. Sungmook Lim, Hyerim Bae, Loo Hay Lee
2011	—	`conf`	Document Recovery in a Business Process using Activity Dependency. LISS (3) Tianming Gan, Hyerim Bae
2010	J	`jnl`	Increasing the efficiency of business processes using a theory of constraints. Inf. Syst. Frontiers Seung-Hyun Rhee, Nam Wook Cho, Hyerim Bae
2009	—	`conf`	Adaptive RBAC in Complex Event-Driven BPM Systems. LDIC Bernardo Nugroho Yahya, Hyerim Bae
2009	—	`conf`	Auto-Triggering of RFID-based Logistic Process in Inter-workflow Using Complex Event. LDIC Hyerim Bae, Yeong-Woong Yu
2009	—	`conf`	Process Design Selection Using Proximity Score Measurement. Business Process Management Workshops Bernardo Nugroho Yahya, Hyerim Bae, Joonsoo Bae
2008	J	`jnl`	Analytic hierarchy process to assess and optimize distribution network. Appl. Math. Comput. Mithun J. Sharma, Ilkyeong Moon, Hyerim Bae
2007	—	`conf`	A More Comprehensive Approach to Enhancing Business Process Efficiency. HCI (9) Seung-Hyun Rhee, Nam Wook Cho, Hyerim Bae
2007	—	`conf`	A Version Management of Business Process Models in BPMS. APWeb/WAIM Workshops Hyerim Bae, EunMi Cho, Joonsoo Bae
2007	J	`jnl`	Development of Distance Measures for Process Mining, Discovery and Integration. Int. J. Web Serv. Res. Joonsoo Bae, Ling Liu, James Caverlee, Liang-Jie Zhang, Hyerim Bae
2007	J	`jnl`	Enhancing the efficiency of supply chain processes through web services. Inf. Syst. Frontiers Seung-Hyun Rhee, Hyerim Bae, Yongsun Choi
2007	J	`jnl`	Process based storing and reconstructing of XML form documents. Comput. Ind. Hyerim Bae, Minsoo Kim
2007	—	`conf`	Web-service Based Integration of Multi-organizational Logistic Process. LDIC Hyerim Bae
2006	—	`conf`	An Approximate Analysis of Expected Cycle Time in Business Process Execution. Business Process Management Workshops Byung-Hyun Ha, Hajo A. Reijers, Joonsoo Bae, Hyerim Bae
2005	—	`conf`	Process-Oriented Development of Job Manual System. ICCSA (3) Seung-Hyun Rhee, Hoseong Song, Hyung Jun Won, Jaeyoung Ju, Minsoo Kim, Hyerim Bae
2004	J	`jnl`	A Dispatching Rule for Efficient Workflow. Concurr. Eng. Res. Appl. Seung-Hyun Rhee, Hyerim Bae, Yeongho Kim
2004	J	`jnl`	Automatic Control of Workflow Processes Using ECA Rules. IEEE Trans. Knowl. Data Eng. Joonsoo Bae, Hyerim Bae, Suk-Ho Kang, Yeongho Kim
2004	J	`jnl`	Document configuration control processes captured in a workflow. Comput. Ind. Hyerim Bae, Wonchang Hur, Woo Sik Yoo, Byeong Kwon Kwak, Yeongho Kim, Yong-Tae Park
2003	J	`jnl`	Customizable Workflow Monitoring. Concurr. Eng. Res. Appl. Wonchang Hur, Hyerim Bae, Suk-Ho Kang
2002	J	`jnl`	A document-process association model for workflow management. Comput. Ind. Hyerim Bae, Yeongho Kim