DEPARTMENT OF INDUSTRIAL ENGINEERING

  • Korea, Republic of

Research Output 1990 2019

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Article
2019

A Bayesian approach for predicting functional reliability of one-shot devices

Mun, B. M., Lee, C., Jang, S. G., Ryu, B. T. & Bae, S. J., 2019 Jan 1, In : International Journal of Industrial Engineering : Theory Applications and Practice. 26, 1, p. 71-82 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Weibull distribution
Sampling

A biplot correlation range for group-wise metabolite selection in mass spectrometry

Park, Y. H., Kong, T., Roede, J. R., Jones, D. P. & Lee, K., 2019 Feb 4, In : BioData Mining. 12, 1, 4.

Research output: Contribution to journalArticleResearchpeer-review

Biplot
Mass Spectrometry
Metabolites
Mass spectrometry
Least-Squares Analysis

A cost-driven reliability demonstration plan based on accelerated degradation tests

Kim, S. J., Mun, B. M. & Bae, S. J., 2019 Mar 1, In : Reliability Engineering and System Safety. 183, p. 226-239 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Demonstrations
Degradation
Costs
Testing
Sensitivity analysis

A Data-Based Framework for Identifying a Source Location of a Contaminant Spill in a River System with Random Measurement Errors

Kim, J. H., Lee, M. L. & Park, C., 2019 Aug 1, In : Sensors (Basel, Switzerland). 19, 15

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Random errors
Hazardous materials spills
Measurement errors
Rivers
rivers
3 Citations (Scopus)

An integrated cost and worker fatigue evaluation model of a packaging process

Glock, C. H., Grosse, E. H., Kim, T., Neumann, W. P. & Sobhani, A., 2019 Jan 1, In : International Journal of Production Economics. 207, p. 107-124 18 p.

Research output: Contribution to journalArticleResearchpeer-review

Packaging
Fatigue of materials
Costs
Wages
Evaluation model

Application of Instance-Based Entropy Fuzzy Support Vector Machine in Peer-To-Peer Lending Investment Decision

Cho, P., Chang, W. & Wook, S., 2019 Jan 1, In : IEEE Access. 7, p. 16925-16939 15 p., 8629867.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Peer to peer networks
Benchmarking
Decision trees
Decision support systems
Regression analysis

A unified framework of trust prediction based on message passing

Oh, H. K., Kim, J. W., Kim, S-W. & Lee, K., 2019 Jan 16, In : Cluster Computing. 22, p. 2049-2061 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Message passing
Recommender systems

Batching and scheduling for a single-machine flexible machining cell with multi-fixturing pallets and controllable processing times

Shin, J. H., Yu, J. M., Doh, H. H., Kim, H. W. & Lee, D-H., 2019 Jan 1, In : International Journal of Production Research.

Research output: Contribution to journalArticleResearchpeer-review

Pallets
Machining
Scheduling
Processing
Planning

Cluster analysis on the structure of the cryptocurrency market via Bitcoin–Ethereum filtering

Song, J. Y., Chang, W. & Wook, S., 2019 Aug 1, In : Physica A: Statistical Mechanics and its Applications. 527, 121339.

Research output: Contribution to journalArticleResearchpeer-review

cluster analysis
Minimum Spanning Tree
Cluster analysis
Cluster Analysis
Filtering

Collection network design with capacity planning in reverse logistics: static and restricted-dynamic models

Kim, J. S. & Lee, D-H., 2019 Aug 3, In : Engineering Optimization. 51, 8, p. 1430-1445 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Reverse Logistics
Capacity Planning
Network Design
Logistics
Dynamic models

Decentralized determination of design variables among cooperative designers for product platform design in a product family

Okpoti, E. S., Jeong, I-J. & Moon, S. K., 2019 Sep 1, In : Computers and Industrial Engineering. 135, p. 601-614 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Electric motors
Multiobjective optimization
Aviation
Decision making
Aircraft

Ensemble patch sparse coding: A feature learning method for classification of images with ambiguous edges

Lee, J., Kong, T. & Lee, K., 2019 Jun 15, In : Expert Systems with Applications. 124, p. 1-12 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Image classification
Glossaries
Surface defects
Skin
2 Citations (Scopus)

Ergonomic interventions for prevention of work-related musculoskeletal disorders in a small manufacturing assembly line

Shin, W. & Park, M-Y., 2019 Jan 2, In : International Journal of Occupational Safety and Ergonomics. 25, 1, p. 110-122 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Human Engineering
Ergonomics
ergonomics
manufacturing
Scheduling

Implementation of prognostics and health management in South Korean defense systems

Park, J., Kim, Y. S., Bae, S. J., Lee, M. L. & Sung, S. I., 2019 Jan 1, In : International Journal of Industrial Engineering : Theory Applications and Practice. 26, 1, p. 92-103 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Health
Availability
Military applications
Maintainability
2 Citations (Scopus)

Loading and scheduling for flexible manufacturing systems with controllable processing times

Zhou, Y. D., Shin, J. H. & Lee, D-H., 2019 Mar 4, In : Engineering Optimization. 51, 3, p. 412-426 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Controllable Processing Times
Flexible Manufacturing Systems
Flexible manufacturing systems
Scheduling
Processing
1 Citation (Scopus)

Multi-period heterogeneous vehicle routing considering carbon emission trading

Kim, H. W., Joo, G. H. & Lee, D-H., 2019 May 28, In : International Journal of Sustainable Transportation. 13, 5, p. 340-349 10 p.

Research output: Contribution to journalArticleResearchpeer-review

emissions trading
Vehicle routing
carbon emission
routing
Carbon
1 Citation (Scopus)

Partial accelerated degradation test plans for Wiener degradation processes

Lim, H., Kim, Y. S., Bae, S. J. & Sung, S. I., 2019 Jan 2, In : Quality Technology and Quantitative Management. 16, 1, p. 67-81 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Degradation
Maximum likelihood
Availability
New products
Development stage

Reliability assessment of a continuous-state fuel cell stack system with multiple degrading components

Yuan, T., Wu, X., Bae, S. J. & Zhu, X., 2019 Sep 1, In : Reliability Engineering and System Safety. 189, p. 157-164 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Fuel cells
Degradation
Electric potential
Proton exchange membrane fuel cells (PEMFC)
2018

Analyzing systemic risk using non-linear marginal expected shortfall and its minimum spanning tree

Wook, S., Ko, B. & Chang, W., 2018 Feb 1, In : Physica A: Statistical Mechanics and its Applications. 491, p. 289-304 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Expected Shortfall
Minimum Spanning Tree
Parametric Model
Physics
nonlinearity
1 Citation (Scopus)

An integrated model for production and batch shipments for ramp-up production

Kim, T., 2018 Apr 1, In : Computers and Industrial Engineering. 118, p. 138-152 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Costs
Planning
Chemical analysis
5 Citations (Scopus)

A sample average approximation algorithm for selective disassembly sequencing with abnormal disassembly operations and random operation times

Kim, H. W. & Lee, D-H., 2018 Apr 1, In : International Journal of Advanced Manufacturing Technology. 96, 1-4, p. 1341-1354 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Approximation algorithms
Costs
Fasteners
Integer programming

A simple analytics framework for evaluating mean escape time in different term structures with stochastic volatility

Ko, B. & Wook, S., 2018 Sep 1, In : Physica A: Statistical Mechanics and its Applications. 505, p. 398-412 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Term Structure
Stochastic Volatility
volatility
escape
Interest Rates
23 Citations (Scopus)

A study of the relationship between coulombic efficiency and capacity degradation of commercial lithium-ion batteries

Yang, F., Wang, D., Zhao, Y., Tsui, K. L. & Bae, S. J., 2018 Feb 15, In : Energy. 145, p. 486-495 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Degradation
Life cycle
Aging of materials
Lithium-ion batteries
Lithium

Asymmetric market efficiency using the index-based asymmetric-MFDFA

Lee, M., Wook, S., Kim, S. & Chang, W., 2018 Dec 15, In : Physica A: Statistical Mechanics and its Applications. 512, p. 1278-1294 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Market Efficiency
Hurst Exponent
trends
exponents
Stock Index
11 Citations (Scopus)

Bayesian analysis of two-phase degradation data based on change-point Wiener process

Wang, P., Tang, Y., Bae, S. J. & He, Y., 2018 Feb 1, In : Reliability Engineering and System Safety. 170, p. 244-256 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Degradation
Organic light emitting diodes (OLED)
Maximum likelihood
Testing
Display devices
11 Citations (Scopus)

Bayesian Approach for Two-Phase Degradation Data Based on Change-Point Wiener Process with Measurement Errors

Wang, P., Tang, Y., Bae, S. J. & Xu, A., 2018 Jun 1, In : IEEE Transactions on Reliability. 67, 2, p. 688-700 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Measurement errors
Degradation
Organic light emitting diodes (OLED)
Testing
2 Citations (Scopus)

Classification of acoustic noise signals using wavelet spectrum based support vector machine

Cha, K. J., Yoo, K. H., Lee, C. U., Mun, B. M. & Bae, S. J., 2018 Jun 1, In : Journal of Mechanical Science and Technology. 32, 6, p. 2453-2462 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Acoustic noise
Support vector machines
Discrete wavelet transforms
Air conditioning
Spectrum analysis
Scheduling
Processing
Interchanges
Integer programming
Heuristic algorithms

Crash forecasting in the Korean stock market based on the log-periodic structure and pattern recognition

Ko, B., Wook, S. & Chang, W., 2018 Feb 15, In : Physica A: Statistical Mechanics and its Applications. 492, p. 308-323 16 p.

Research output: Contribution to journalArticleResearchpeer-review

commerce
finance
Nonlinear Time Series
crashes
warning systems
2 Citations (Scopus)

Data depth based support vector machines for predicting corporate bankruptcy

Kim, S., Mun, B. M. & Bae, S. J., 2018 Mar 1, In : Applied Intelligence. 48, 3, p. 791-804 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Support vector machines
Artificial intelligence

Data imputation using a trust network for recommendation via matrix factorization

Hwang, W. S., Li, S., Kim, S-W. & Lee, K., 2018 Jan 1, In : Computer Science and Information Systems. 15, 2, p. 347-368 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Factorization
Experiments
6 Citations (Scopus)

Identification of a contaminant source location in a river system using random forest models

Lee, Y. J., Park, C. & Lee, M. L., 2018 Mar 27, In : Water (Switzerland). 10, 4, 391.

Research output: Contribution to journalArticleResearchpeer-review

Rivers
river system
river
Impurities
rivers

Managing bubbles in the Korean real estate market: A real options framework

Kim, K. & Wook, S., 2018 Aug 13, In : Sustainability (Switzerland). 10, 8, 2875.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
real estate market
bubble
market
leasing
market mechanism

Mathematical model and solution algorithms for capacitated dynamic lot-sizing in remanufacturing systems

Cho, Y. H., Doh, H. H. & Lee, D-H., 2018 Mar 1, In : Industrial Engineering and Management Systems. 17, 1, p. 1-13 13 p.

Research output: Contribution to journalArticleResearchpeer-review

reprocessing
heuristics
programming
planning
Remanufacturing
4 Citations (Scopus)

Multi-period disassembly levelling and lot-sizing for multiple product types with parts commonality

Kim, D. H., Doh, H. H. & Lee, D-H., 2018 Apr 1, In : Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 232, 5, p. 867-878 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Heuristic algorithms
Integer programming
Costs
Experiments
27 Citations (Scopus)

Opinion mining using ensemble text hidden Markov models for text classification

Kang, M., Ahn, J. & Lee, K., 2018 Mar 15, In : Expert Systems with Applications. 94, p. 218-227 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Hidden Markov models
Classifiers
Semantics
Experiments

Predicting corporate financial sustainability using Novel Business Analytics

Kim, K. J., Lee, K. & Ahn, H., 2018 Dec 22, In : Sustainability (Switzerland). 11, 1, 64.

Research output: Contribution to journalArticleResearchpeer-review

Support vector machines
Sustainable development
sustainability
Industry
prediction
5 Citations (Scopus)

Production planning for a two-stage production system with multiple parallel machines and variable production rates

Kim, T. & Glock, C. H., 2018 Feb 1, In : International Journal of Production Economics. 196, p. 284-292 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Planning
Costs
Mathematical models
Parallel machines
Production planning
3 Citations (Scopus)

Revealing community structures by ensemble clustering using group diffusion

Ivannikova, E., Park, H., Hämäläinen, T. & Lee, K., 2018 Jul 1, In : Information Fusion. 42, p. 24-36 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Directed graphs

Routing and refueling plans to minimize travel time in alternative-fuel vehicles

Jeong, I-J. & Illades Boy, C. A., 2018 Sep 14, In : International Journal of Sustainable Transportation. 12, 8, p. 583-591 9 p.

Research output: Contribution to journalArticleResearchpeer-review

alternative fuel
Alternative fuels
Travel time
routing
travel time
2 Citations (Scopus)

Scheduling algorithms for job-shop-type remanufacturing systems with component matching requirement

Yu, J. M. & Lee, D-H., 2018 Jun 1, In : Computers and Industrial Engineering. 120, p. 266-278 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Scheduling algorithms
Scheduling
Integer programming
Experiments
9 Citations (Scopus)

Selective disassembly sequencing with random operation times in parallel disassembly environment

Kim, H. W., Park, C. & Lee, D-H., 2018 Dec 17, In : International Journal of Production Research. 56, 24, p. 7243-7257 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Costs
Integer programming
Disassembly
Sequencing
Penalty

Self-adjusting the tolerance level in a fully sequential feasibility check procedure

Lee, M. L., Park, C. & Park, D. U., 2018 Dec 1, In : European Journal of Operational Research. 271, 2, p. 733-745 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Subroutines
Tolerance
Monotonic decreasing sequence
Performance Measures
Strictly
2 Citations (Scopus)

Solution algorithms to minimise the total family tardiness for job shop scheduling with job families

Yu, J. M. & Lee, D-H., 2018 Jan 1, In : European Journal of Industrial Engineering. 12, 1, p. 1-23 23 p.

Research output: Contribution to journalArticleResearchpeer-review

Integer programming
Scheduling algorithms
Experiments
Job shop scheduling

Two-mode modularity clustering of parts and activities for cell formation problems

Kong, T., Seong, K., Song, K. & Lee, K., 2018 Dec 1, In : Computers and Operations Research. 100, p. 77-88 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Cell Formation
Modularity
Clustering
Cellular manufacturing
Machine components
2017

A flash-aware buffering scheme with the on-the-fly redo for efficient data management in flash storage

Jeong, K., Lim, S., Lee, K. & Kim, S-W., 2017 Jun 1, In : Computer Science and Information Systems. 14, 2, p. 369-392 24 p.

Research output: Contribution to journalArticleResearchpeer-review

Physical addresses
Hard disk storage
Reclamation
Information management
Hardware
5 Citations (Scopus)

An integrated inventory model with variable transportation cost, two-stage inspection, and defective items

Sarkar, B., Shaw, B. K., Kim, T., Sarkar, M. & Shin, D., 2017 Oct 1, In : Journal of Industrial and Management Optimization. 13, 4, p. 1975-1990 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Inventory Model
Integrated Model
Inspection
Costs
Tapering
10 Citations (Scopus)

An optimal algorithm for selective disassembly sequencing with sequence-dependent set-ups in parallel disassembly environment

Kim, H. W. & Lee, D-H., 2017 Jun 21, In : International Journal of Production Research. 55, 24, p. 7317-7333 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Integer programming
Software packages
Disassembly
Sequencing
Costs
4 Citations (Scopus)
Alternative fuels
traffic
alternative fuel
Dynamic programming
Polynomials

Asymmetric multi-fractality in the U.S. stock indices using index-based model of A-MFDFA

Lee, M., Wook, S., Park, J. H. & Chang, W., 2017 Apr 1, In : Chaos, Solitons and Fractals. 97, p. 28-38 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Multifractality
Stock Index
Fractals
Fluctuations
Asymmetry