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Research Output

  • 1180 Citations
  • 20 h-Index
  • 49 Article
  • 4 Conference contribution
  • 2 Comment/debate
2020

Comparative Study of Deep Learning-Based Sentiment Classification

Seo, S., Kim, C., Kim, H., Mo, K. & Kang, P., 2020 Jan 1, In : IEEE Access. 8, p. 6861-6875 15 p., 8948030.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)
Open Access

Real-time significant wave height estimation from raw ocean images based on 2D and 3D deep neural networks

Choi, H., Park, M., Son, G., Jeong, J., Park, J., Mo, K. & Kang, P., 2020 Apr 1, In : Ocean Engineering. 201, 107129.

Research output: Contribution to journalArticle

Solving the cold-start problem in short-term load forecasting using tree-based methods

Moon, J., Kim, J., Kang, P. & Hwang, E., 2020 Jan 1, In : Energies. 13, 4, 886.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Unusual customer response identification and visualization based on text mining and anomaly detection

Seo, S., Seo, D., Jang, M., Jeong, J. & Kang, P., 2020 Apr 15, In : Expert Systems with Applications. 144, 113111.

Research output: Contribution to journalArticle

2019

Bin2Vec: A better wafer bin map coloring scheme for comprehensible visualization and effective bad wafer classification

Kim, J., Kim, H., Park, J., Mo, K. & Kang, P., 2019 Feb 11, In : Applied Sciences (Switzerland). 9, 3, 597.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Insider threat detection based on user behavior modeling and anomaly detection algorithms

Kim, J., Park, M., Kim, H., Cho, S. & Kang, P., 2019 Oct 1, In : Applied Sciences (Switzerland). 9, 19, 4018.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Machine learning classification of first-onset drug-naive MDD using structural MRI

Kim, D., Kang, P., Kim, J., Kim, C. Y., Lee, J. H., Suh, S. & Lee, M. S., 2019 Jan 1, In : IEEE Access. 7, p. 153977-153985 9 p., 8880675.

Research output: Contribution to journalArticle

Open Access

Multi-co-training for document classification using various document representations: TF–IDF, LDA, and Doc2Vec

Kim, D., Seo, D., Cho, S. & Kang, P., 2019 Mar 1, In : Information Sciences. 477, p. 15-29 15 p.

Research output: Contribution to journalArticle

34 Citations (Scopus)

Recurrent inception convolution neural network for multi short-term load forecasting

Kim, J., Moon, J., Hwang, E. J. & Kang, P., 2019 Jul 1, In : Energy and Buildings. 194, p. 328-341 14 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Recurrent neural network-based semantic variational autoencoder for Sequence-to-sequence learning

Jang, M., Seo, S. & Kang, P., 2019 Jul 1, In : Information Sciences. 490, p. 59-73 15 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Supervised paragraph vector: Distributed representations of words, documents and class labels

Park, E. L., Cho, S. & Kang, P., 2019 Jan 1, In : IEEE Access. 7, p. 29051-29064 14 p., 8653834.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2018

Identifying core topics in technology and innovation management studies: a topic model approach

Lee, H. & Kang, P., 2018 Oct 1, In : Journal of Technology Transfer. 43, 5, p. 1291-1317 27 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Integrating cluster validity indices based on data envelopment analysis

Kim, B., Lee, H. & Kang, P., 2018 Mar 1, In : Applied Soft Computing Journal. 64, p. 94-108 15 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
18 Citations (Scopus)

Locally linear ensemble for regression

Kang, S. & Kang, P., 2018 Mar 1, In : Information Sciences. 432, p. 199-209 11 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Sentiment classification with word localization based on weakly supervised learning with a convolutional neural network

Lee, G., Jeong, J., Seo, S., Kim, C. Y. & Kang, P., 2018 Jul 15, In : Knowledge-Based Systems. 152, p. 70-82 13 p.

Research output: Contribution to journalArticle

28 Citations (Scopus)
2017

A deep learning-based sports player evaluation model based on game statistics and news articles

Park, Y. J., Kim, H. S., Kim, D., Lee, H., Kim, S. B. & Kang, P., 2017, (Accepted/In press) In : Knowledge-Based Systems.

Research output: Contribution to journalArticle

8 Citations (Scopus)

An intelligent virtual metrology system with adaptive update for semiconductor manufacturing

Kang, S. & Kang, P., 2017 Jan 1, In : Journal of Process Control. 52, p. 66-74 9 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)
Open Access
1 Citation (Scopus)

High-resolution adaptive optical imaging within thick scattering media using closed-loop accumulation of single scattering

Kang, S., Kang, P., Jeong, S., Kwon, Y., Yang, T. D., Hong, J. H., Kim, M., Song, K. D., Park, J. H., Lee, J. H., Kim, M. J., Kim, K. H. & Choi, W., 2017 Dec 1, In : Nature Communications. 8, 1, 2157.

Research output: Contribution to journalArticle

14 Citations (Scopus)

Private attribute inference from Facebook's public text metadata: A case study of Korean users

Choi, D., Lee, Y., Kim, S. & Kang, P., 2017 Jan 1, In : Industrial Management and Data Systems. 117, 8, p. 1687-1706 20 p.

Research output: Contribution to journalArticle

2016

Box-office forecasting based on sentiments of movie reviews and Independent subspace method

Hur, M., Kang, P. & Cho, S., 2016 Dec 1, In : Information Sciences. 372, p. 608-624 17 p.

Research output: Contribution to journalArticle

24 Citations (Scopus)

Late payment prediction models for fair allocation of customer contact lists to call center agents

Kim, J. & Kang, P., 2016 May 1, In : Decision Support Systems. 85, p. 84-101 18 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)
34 Citations (Scopus)
2015

An efficient and effective ensemble of support vector machines for anti-diabetic drug failure prediction

Kang, S., Kang, P., Ko, T., Cho, S., Rhee, S. J. & Yu, K. S., 2015 Jun 1, In : Expert Systems with Applications. 42, 9, p. 4265-4273 9 p.

Research output: Contribution to journalArticle

31 Citations (Scopus)

Box office forecasting using machine learning algorithms based on SNS data

Kim, T., Hong, J. & Kang, P., 2015 Apr 1, In : International Journal of Forecasting. 31, 2, p. 364-390 27 p.

Research output: Contribution to journalArticle

46 Citations (Scopus)

Constructing a multi-class classifier using one-against-one approach with different binary classifiers

Kang, S., Cho, S. & Kang, P., 2015 Feb 3, In : Neurocomputing. 149, PB, p. 677-682 6 p.

Research output: Contribution to journalArticle

33 Citations (Scopus)

Keystroke dynamics-based user authentication using long and free text strings from various input devices

Kang, P. & Cho, S., 2015 Jul 1, In : Information Sciences. 308, p. 72-93 22 p.

Research output: Contribution to journalArticle

43 Citations (Scopus)

Multi-class classification via heterogeneous ensemble of one-class classifiers

Kang, S., Cho, S. & Kang, P., 2015 Aug 1, In : Engineering Applications of Artificial Intelligence. 43, p. 35-43 9 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)
5 Citations (Scopus)
3 Citations (Scopus)
2014

A microchip filter device incorporating slit arrays and 3-D flow for detection of circulating tumor cells using CAV1-EpCAM conjugated microbeads

Kim, Y. J., Koo, G. B., Lee, J. Y., Moon, H. S., Kim, D. G., Lee, D. G., Lee, J. Y., Oh, J. H., Park, J. M., Kim, M. S., Woo, H. G., Kim, S. I., Kang, P., Choi, W., Sim, T. S., Park, W. Y., Lee, J. G. & Kim, Y. S., 2014 Jan 1, In : Biomaterials. 35, 26, p. 7501-7510 10 p.

Research output: Contribution to journalArticle

29 Citations (Scopus)

Evaluating the reliability level of virtual metrology results for flexible process control: a novelty detection-based approach

Kang, P., Kim, D. & Cho, S., 2014 Oct 16, In : Pattern Analysis and Applications. 17, 4, p. 863-881 19 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Improvement of virtual metrology performance by removing metrology noises in a training dataset

Kim, D., Kang, P., Lee, S. K., Kang, S., Doh, S. & Cho, S., 2014 Jan 1, In : Pattern Analysis and Applications. 18, 1, p. 173-189 17 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Multivariate control charts based on hybrid novelty scores

Tuerhong, G., Kim, S. B., Kang, P. & Cho, S., 2014 Jan 1, In : Communications in Statistics: Simulation and Computation. 43, 1, p. 115-131 17 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

One-class näive bayesian classifier for toll fraud detection

Kang, P., 2014 Jan 1, In : IEICE Transactions on Information and Systems. E96-D, 5, p. 1353-1357 5 p.

Research output: Contribution to journalArticle

Open Access

Pre-launch new product demand forecasting using the Bass model: A statistical and machine learning-based approach

Lee, H., Kim, S. G., Park, H. W. & Kang, P., 2014 Jul, In : Technological Forecasting and Social Change. 86, p. 49-64 16 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)

Probabilistic local reconstruction for k-NN regression and its application to virtual metrology in semiconductor manufacturing

Lee, S. K., Kang, P. & Cho, S., 2014 May 5, In : Neurocomputing. 131, p. 427-439 13 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)
2013

Locally linear reconstruction based missing value imputation for supervised learning

Kang, P., 2013 Oct 22, In : Neurocomputing. 118, p. 65-78 14 p.

Research output: Contribution to journalArticle

31 Citations (Scopus)

Improved response modeling based on clustering, under-sampling, and ensemble

Kang, P., Cho, S. & MacLachlan, D. L., 2012 Jun 15, In : Expert Systems with Applications. 39, 8, p. 6738-6753 16 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Machine learning-based novelty detection for faulty wafer detection in semiconductor manufacturing

Kim, D., Kang, P., Cho, S., Lee, H. J. & Doh, S., 2012 Mar 1, In : Expert Systems With Applications. 39, 4, p. 4075-4083 9 p.

Research output: Contribution to journalArticle

46 Citations (Scopus)

Support vector class description (SVCD): Classification in kernel space

Kang, P. & Cho, S., 2012 May 28, In : Intelligent Data Analysis. 16, 3, p. 351-364 14 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2011

Overcoming the diffraction limit using multiple light scattering in a highly disordered medium

Choi, Y., Yang, T. D., Fang-Yen, C., Kang, P., Lee, K. J., Dasari, R. R., Feld, M. S. & Choi, W., 2011 Jul 6, In : Physical Review Letters. 107, 2, 023902.

Research output: Contribution to journalArticle

195 Citations (Scopus)

Virtual metrology for run-to-run control in semiconductor manufacturing

Kang, P., Kim, D., Lee, H. J., Doh, S. & Cho, S., 2011 Mar 1, In : Expert Systems With Applications. 38, 3, p. 2508-2522 15 p.

Research output: Contribution to journalArticle

64 Citations (Scopus)
2009

A hybrid novelty score and its use in keystroke dynamics-based user authentication

Kang, P. & Cho, S., 2009 Nov 1, In : Pattern Recognition. 42, 11, p. 3115-3127 13 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

A virtual metrology system for semiconductor manufacturing

Kang, P., Lee, H. J., Cho, S., Kim, D., Park, J., Park, C. K. & Doh, S., 2009 Dec 1, In : Expert Systems with Applications. 36, 10, p. 12554-12561 8 p.

Research output: Contribution to journalArticle

55 Citations (Scopus)

K-means clustering seeds initialization based on centrality, sparsity, and isotropy

Kang, P. & Cho, S., 2009 Dec 1, Intelligent Data Engineering and Automated Learning - IDEAL 2009 - 10th International Conference, Proceedings. p. 109-117 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5788 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)