School of Industrial Management Engineering

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#	Title	Journal	Year	Citations
1	Multi-co-training for document classification using various document representations: TF–IDF, LDA, and Doc2Vec	Information Sciences	2019	275
2	Recurrent inception convolution neural network for multi short-term load forecasting	Energy and Buildings	2019	142
3	Process monitoring using variational autoencoder for high-dimensional nonlinear processes	Engineering Applications of Artificial Intelligence	2019	108
4	Condition-Number-Regularized Covariance Estimation	Journal of the Royal Statistical Society Series B: Statistical Methodology	2013	103
5	Box office forecasting using machine learning algorithms based on SNS data	International Journal of Forecasting	2015	89
6	Sentiment classification with word localization based on weakly supervised learning with a convolutional neural network	Knowledge-Based Systems	2018	83
7	Solving the Dynamic Vehicle Routing Problem Under Traffic Congestion	IEEE Transactions on Intelligent Transportation Systems	2016	82
8	An overlap-sensitive margin classifier for imbalanced and overlapping data	Expert Systems With Applications	2018	82
9	Impact of supply chain power and drop-shipping on a manufacturer’s optimal distribution channel strategy	European Journal of Operational Research	2017	81
10	Semi-supervised support vector regression based on self-training with label uncertainty: An application to virtual metrology in semiconductor manufacturing	Expert Systems With Applications	2016	77
11	Sequential random k-nearest neighbor feature selection for high-dimensional data	Expert Systems With Applications	2015	76
12	Keystroke dynamics-based user authentication using long and free text strings from various input devices	Information Sciences	2015	76
13	Density weighted support vector data description	Expert Systems With Applications	2014	72
14	Does Driving Range of Electric Vehicles Influence Electric Vehicle Adoption?	Sustainability	2017	70
15	Bootstrap-BasedT²Multivariate Control Charts	Communications in Statistics Part B: Simulation and Computation	2011	67
16	Time series forecasting based on wavelet filtering	Expert Systems With Applications	2015	67
17	Principal component analysis-based control charts for multivariate nonnormal distributions	Expert Systems With Applications	2013	64
18	Identifying core topics in technology and innovation management studies: a topic model approach	Journal of Technology Transfer	2018	62
19	Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning	IEEE Transactions on Knowledge and Data Engineering	2020	60
20	Comparative Study of Deep Learning-Based Sentiment Classification	IEEE Access	2020	60
21	Intelligent traffic control for autonomous vehicle systems based on machine learning	Expert Systems With Applications	2020	56
22	Quality improvement incentive strategies in a supply chain	Transportation Research, Part E: Logistics and Transportation Review	2018	54
23	Obstetric risk factors for depression during the postpartum period in South Korea: a nationwide study	Journal of Psychosomatic Research	2017	52
24	Association Rule Mining and Network Analysis in Oriental Medicine	PLoS ONE	2013	46
25	Multi-class classification via heterogeneous ensemble of one-class classifiers	Engineering Applications of Artificial Intelligence	2015	44
26	Keystroke dynamics-based user authentication using freely typed text based on user-adaptive feature extraction and novelty detection	Applied Soft Computing Journal	2018	44
27	An intelligent virtual metrology system with adaptive update for semiconductor manufacturing	Journal of Process Control	2017	42
28	Decision tree models for characterizing smoking patterns of older adults	Expert Systems With Applications	2012	41
29	An efficient and effective ensemble of support vector machines for anti-diabetic drug failure prediction	Expert Systems With Applications	2015	41
30	Insider Threat Detection Based on User Behavior Modeling and Anomaly Detection Algorithms	Applied Sciences (Switzerland)	2019	41
31	Real-time significant wave height estimation from raw ocean images based on 2D and 3D deep neural networks	Ocean Engineering	2020	41
32	Estimation of Directed Acyclic Graphs Through Two-Stage Adaptive Lasso for Gene Network Inference	Journal of the American Statistical Association	2016	36
33	Virtual metrology modeling of time-dependent spectroscopic signals by a fused lasso algorithm	Journal of Process Control	2016	35
34	Self-Supervised Representation Learning for Wafer Bin Map Defect Pattern Classification	IEEE Transactions on Semiconductor Manufacturing	2021	35
35	Oversampling method using outlier detectable generative adversarial network	Expert Systems With Applications	2019	34
36	A Technology Valuation Model Using Quantitative Patent Analysis: A Case Study of Technology Transfer in Big Data Marketing	Emerging Markets Finance and Trade	2015	33
37	BTNET : boosted tree based gene regulatory network inference algorithm using time-course measurement data	BMC Systems Biology	2018	33
38	A multivariate distance‐based analytic framework for microbial interdependence association test in longitudinal study	Genetic Epidemiology	2017	31
39	Freely typed keystroke dynamics-based user authentication for mobile devices based on heterogeneous features	Pattern Recognition	2020	31
40	Machine Learning Models for Predicting Hearing Prognosis in Unilateral Idiopathic Sudden Sensorineural Hearing Loss	Clinical and Experimental Otorhinolaryngology	2020	31
41	Solving the Cold-Start Problem in Short-Term Load Forecasting Using Tree-Based Methods	Energies	2020	29
42	Multitask learning for virtual metrology in semiconductor manufacturing systems	Computers and Industrial Engineering	2018	27
43	Integration of support vector machines and control charts for multivariate process monitoring	Journal of Statistical Computation and Simulation	2011	26
44	A two-step heuristic algorithm for layout design of unequal-sized facilities with input/output points	International Journal of Production Research	2013	26
45	Methodology of technological evolution for three-dimensional printing	Industrial Management and Data Systems	2016	26
46	Differential relationship between waist circumference and mortality according to age, sex, and body mass index in Koreans with age of 30–90 years; a nationwide health insurance database study	BMC Medicine	2018	26
47	A nonparametric fault isolation approach through one-class classification algorithms	IIE Transactions	2011	25
48	Particle swarm optimization algorithm with time buffer insertion for robust berth scheduling	Computers and Industrial Engineering	2021	25
49	Stock price direction prediction by directly using prices data: an empirical study on the KOSPI and HSI	International Journal of Business Intelligence and Data Mining	2014	24
50	Corporate foresight and innovation: the effects of integrative capabilities and organisational learning	Technology Analysis and Strategic Management	2018	23

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