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Articles (67)
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Multi-co-training for document classification using various document representations: TF–IDF, LDA, and Doc2Vec

Kim, Donghwa, Seo, Deokseong, Cho, Suhyoun, Kang, Pilsung

Journal:

Information Sciences

Année:

2018

Langue:

english

Fichier:

PDF, 1.13 MB

english, 2018

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

Lee, Hakyeon, Kim, Sang Gook, Park, Hyun-woo, Kang, Pilsung

Journal:

Technological Forecasting and Social Change

Année:

2014

Langue:

english

Fichier:

PDF, 1.69 MB

english, 2014

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

Park, Young Joon, Kim, Hyung Seok, Lee, Hankyu, Kim, Dongwha, Kim, Seoung Bum, Kang, Pilsung

Journal:

Knowledge-Based Systems

Année:

2017

Langue:

english

Fichier:

PDF, 972 KB

english, 2017

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

Dongil Kim, Pilsung Kang, Sungzoon Cho, Hyoung-joo Lee, Seungyong Doh

Journal:

Expert Systems with Applications

Année:

2012

Langue:

english

Fichier:

PDF, 743 KB

english, 2012

[IEEE 2016 IEEE Radio Frequency Integrated Circuits Symposium (RFIC) - San Francisco, CA, USA (2016.5.22-2016.5.24)] 2016 IEEE Radio Frequency Integrated Circuits Symposium (RFIC) - An RF receiver for multi-band inter- and intra-band carrier aggregation

Kim, Youngmin, Jang, Pilsung, Han, Junghwan, Shin, Heeseon, Ahn, Suseob, Kwon, Daehyun, Choi, Jaewon, Kang, Sanghoon, Heo, Seungchan, Cho, Thomas Byunghak

Année:

2016

Langue:

english

Fichier:

PDF, 440 KB

english, 2016

Function call interception techniques

Kang, Pilsung

Journal:

Software: Practice and Experience

Année:

2017

Langue:

english

Fichier:

PDF, 832 KB

english, 2017

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

Kang, Sungsam, Kang, Pilsung, Jeong, Seungwon, Kwon, Yongwoo, Yang, Taeseok D., Hong, Jin Hee, Kim, Moonseok, Song, Kyung–Deok, Park, Jin Hyoung, Lee, Jun Ho, Kim, Myoung Joon, Kim, Ki Hean, Choi, Won

Journal:

Nature Communications

Année:

2017

Langue:

english

Fichier:

PDF, 3.88 MB

english, 2017

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

Seo, Seungwan, Seo, Deokseong, Jang, Myeongjun, Jeong, Jaeyun, Kang, Pilsung

Journal:

Expert Systems with Applications

Année:

2020

Fichier:

PDF, 2.69 MB

2020

Comparative Study of Deep Learning-Based Sentiment Classification

Seo, Seungwan, Kim, Czangyeob, Kim, Haedong, Mo, Kyounghyun, Kang, Pilsung

Journal:

IEEE Access

Année:

2020

Langue:

english

Fichier:

PDF, 1.65 MB

english, 2020

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

Pilsung Kang, Dongil Kim, Hyoung-joo Lee, Seungyong Doh, Sungzoon Cho

Journal:

Expert Systems with Applications

Année:

2011

Langue:

english

Fichier:

PDF, 1.64 MB

english, 2011

Multivariate Control Charts Based on Hybrid Novelty Scores

Tuerhong, Gulanbaier, Bum kim, Seoung, Kang, Pilsung, Cho, Sungzoon

Journal:

Communications in Statistics - Simulation and Computation

Année:

2014

Langue:

english

Fichier:

PDF, 212 KB

english, 2014

Overcoming the Diffraction Limit Using Multiple Light Scattering in a Highly Disordered Medium

Choi, Youngwoon, Yang, Taeseok Daniel, Fang-Yen, Christopher, Kang, Pilsung, Lee, Kyoung Jin, Dasari, Ramachandra R., Feld, Michael S., Choi, Wonshik

Journal:

Physical Review Letters

Année:

2011

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2011

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

Kim, Jongmyoung, Kang, Pilsung

Journal:

Decision Support Systems

Année:

2016

Langue:

english

Fichier:

PDF, 1.56 MB

english, 2016

Box-office Forecasting based on Sentiments of Movie Reviews and Independent Subspace Method

Hur, Minhoe, Kang, Pilsung, Cho, Sungzoon

Journal:

Information Sciences

Année:

2016

Langue:

english

Fichier:

PDF, 2.05 MB

english, 2016

Box Office Forecasting considering Competitive Environment and Word-of-Mouth in Social Networks: A Case Study of Korean Film Market

Kim, Taegu, Hong, Jungsik, Kang, Pilsung

Journal:

Computational Intelligence and Neuroscience

Année:

2017

Langue:

english

Fichier:

PDF, 1.73 MB

english, 2017

Supervised Paragraph Vector: Distributed Representations of Words, Documents and Class Labels

Park, Eunjeong L., Cho, Sungzoon, Kang, Pilsung

Journal:

IEEE Access

Année:

2019

Langue:

english

Fichier:

PDF, 3.13 MB

english, 2019

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

Choi, Heejeong, Park, Minsik, Son, Gyubin, Jeong, Jaeyun, Park, Jaesun, Mo, Kyounghyun, Kang, Pilsung

Journal:

Ocean Engineering

Année:

2020

Fichier:

PDF, 1.06 MB

2020

Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition

Jang, Myeongjun, Kang, Pilsung

Journal:

Information Sciences

Année:

2020

Fichier:

PDF, 1.18 MB

2020

A Taste of Scientific Computing on the GPU-Accelerated Edge Device

Kang, Pilsung, Lim, Sungmin

Journal:

IEEE Access

Année:

2020

Fichier:

PDF, 2.00 MB

2020

A virtual metrology system for semiconductor manufacturing

Pilsung Kang, Hyoung-joo Lee, Sungzoon Cho, Dongil Kim, Jinwoo Park, Chan-Kyoo Park, Seungyong Doh

Journal:

Expert Systems with Applications

Année:

2009

Langue:

english

Fichier:

PDF, 735 KB

english, 2009

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

Pilsung Kang, Sungzoon Cho

Journal:

Pattern Recognition

Année:

2009

Langue:

english

Fichier:

PDF, 619 KB

english, 2009

Dynamic tuning of algorithmic parameters of parallel scientific codes

Pilsung Kang, Naresh K.C. Selvarasu, Naren Ramakrishnan, Calvin J. Ribbens, Danesh K. Tafti, Srinidhi Varadarajan

Journal:

Procedia Computer Science

Année:

2010

Langue:

english

Fichier:

PDF, 593 KB

english, 2010

Improvement of keystroke data quality through artificial rhythms and cues

Pilsung Kang, Sunghoon Park, Seong-seob Hwang, Hyoung-joo Lee, Sungzoon Cho

Journal:

Computers & Security

Année:

2008

Langue:

english

Fichier:

PDF, 559 KB

english, 2008

Locally linear reconstruction for instance-based learning

Pilsung Kang, Sungzoon Cho

Journal:

Pattern Recognition

Année:

2008

Langue:

english

Fichier:

PDF, 681 KB

english, 2008

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

Pilsung Kang, Sungzoon Cho, Douglas L. MacLachlan

Journal:

Expert Systems with Applications

Année:

2012

Langue:

english

Fichier:

PDF, 916 KB

english, 2012

Implementing modular adaptation of scientific software

Pilsung Kang, Naresh K.C. Selvarasu, Naren Ramakrishnan, Calvin J. Ribbens, Danesh K. Tafti, Yang Cao, Srinidhi Varadarajan

Journal:

Journal of Computational Science

Année:

2012

Langue:

english

Fichier:

PDF, 2.38 MB

english, 2012

Adaptive Code Collage: A Framework to Transparently Modify Scientific Codes

Pilsung Kang, Ramakrishnan, N., Ribbens, C.J., Varadarajan, S., Heffner, M.A.

Journal:

Computing in Science & Engineering

Année:

2012

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2012

Modular implementation of dynamic algorithm switching in parallel simulations

Pilsung Kang

Journal:

Cluster Computing

Année:

2012

Langue:

english

Fichier:

PDF, 700 KB

english, 2012

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

Kim, Dongil, Kang, Pilsung, Lee, Seung-kyung, Kang, Seokho, Doh, Seungyong, Cho, Sungzoon

Journal:

Pattern Analysis and Applications

Année:

2015

Langue:

english

Fichier:

PDF, 890 KB

english, 2015

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

Lee, Seung-kyung, Kang, Pilsung, Cho, Sungzoon

Journal:

Neurocomputing

Année:

2014

Langue:

english

Fichier:

PDF, 927 KB

english, 2014

Locally linear reconstruction based missing value imputation for supervised learning

Kang, Pilsung

Journal:

Neurocomputing

Année:

2013

Langue:

english

Fichier:

PDF, 786 KB

english, 2013

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

Kim, Yeon Jeong, Koo, Gi-Bang, Lee, June-Young, Moon, Hui-Sung, Kim, Dong-Gun, Lee, Da-Gyum, Lee, Ju-Yeon, Oh, Jin Ho, Park, Jong-Myeon, Kim, Minseok S., Woo, Hyun Goo, Kim, Seung-Il, Kang, Pilsung, C

Journal:

Biomaterials

Année:

2014

Langue:

english

Fichier:

PDF, 2.99 MB

english, 2014

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

Kang, Pilsung, Cho, Sungzoon

Journal:

Information Sciences

Année:

2015

Langue:

english

Fichier:

PDF, 3.38 MB

english, 2015

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

Kang, Seokho, Cho, Sungzoon, Kang, Pilsung

Journal:

Neurocomputing

Année:

2015

Langue:

english

Fichier:

PDF, 358 KB

english, 2015

[IEEE 2007 IEEE International Parallel and Distributed Processing Symposium - Long Beach, CA, USA (2007.03.26-2007.03.30)] 2007 IEEE International Parallel and Distributed Processing Symposium - The Adaptive Code Kitchen: Flexible Tools for Dynamic Application Composition

Kang, Pilsung, Heffner, Mike, Mukherjee, Joy, Ramakrishnan, Naren, Varadarajan, Srinidhi, Ribbens, Cal, Tafti, Danesh K.

Année:

2007

Langue:

english

Fichier:

PDF, 292 KB

english, 2007

The effects of different alphabets on free text keystroke authentication: A case study on the Korean–English users

Kang, Pilsung

Journal:

Journal of Systems and Software

Année:

2015

Langue:

english

Fichier:

PDF, 1.83 MB

english, 2015

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

Kang, Seokho, Kang, Pilsung, Ko, Taehoon, Cho, Sungzoon, Rhee, Su-jin, Yu, Kyung-Sang

Journal:

Expert Systems with Applications

Année:

2015

Langue:

english

Fichier:

PDF, 454 KB

english, 2015

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

Kang, Pilsung, Kim, Dongil, Cho, Sungzoon

Journal:

Pattern Analysis and Applications

Année:

2014

Langue:

english

Fichier:

PDF, 759 KB

english, 2014

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

Kang, Seokho, Cho, Sungzoon, Kang, Pilsung

Journal:

Engineering Applications of Artificial Intelligence

Année:

2015

Langue:

english

Fichier:

PDF, 465 KB

english, 2015

Box office forecasting using machine learning algorithms based on SNS data

Kim, Taegu, Hong, Jungsik, Kang, Pilsung

Journal:

International Journal of Forecasting

Année:

2015

Langue:

english

Fichier:

PDF, 1.85 MB

english, 2015

[ACM Press the tenth international conference - Porto de Galinhas, Brazil (2011.03.21-2011.03.25)] Proceedings of the tenth international conference on Aspect-oriented software development - AOSD '11 - Maintainable and reusable scientific software adaptation

Kang, Pilsung, Tilevich, Eli, Varadarajan, Srinidhi, Ramakrishnan, Naren

Année:

2011

Langue:

english

Fichier:

PDF, 654 KB

english, 2011

Semi-supervised support vector regression based on self-training with label uncertainty: An application to virtual metrology in semiconductor manufacturing

Kang, Pilsung, Kim, Dongil, Cho, Sungzoon

Journal:

Expert Systems with Applications

Année:

2016

Langue:

english

Fichier:

PDF, 2.39 MB

english, 2016

SPIE Proceedings [SPIE SPIE BiOS - San Francisco, California, United States (Saturday 13 February 2016)] Quantitative Phase Imaging II - Synthetic aperture imaging of objects embedded within scattering media (Conference Presentation)

Popescu, Gabriel, Park, YongKeun, Kang, Pilsung, Choi, Wonshik

Année:

2016

Langue:

english

Fichier:

PDF, 112 KB

english, 2016

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

Lee, Hakyeon, Kang, Pilsung

Journal:

The Journal of Technology Transfer

Année:

2017

Langue:

english

Fichier:

PDF, 1.25 MB

english, 2017

An intelligent virtual metrology system with adaptive update for semiconductor manufacturing

Kang, Seokho, Kang, Pilsung

Journal:

Journal of Process Control

Année:

2017

Langue:

english

Fichier:

PDF, 1.97 MB

english, 2017

Keystroke dynamics-based user authentication using freely typed text based on user-adaptive feature extraction and novelty detection

Kim, Junhong, Kim, Haedong, Kang, Pilsung

Journal:

Applied Soft Computing

Année:

2017

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2017

Private attribute inference from Facebook’s public text metadata: a case study of Korean users

Choi, Daeseon, Lee, Younho, Kim, Seokhyun, Kang, Pilsung

Journal:

Industrial Management & Data Systems

Année:

2017

Langue:

english

Fichier:

PDF, 452 KB

english, 2017

Locally linear ensemble for regression

Kang, Seokho, Kang, Pilsung

Journal:

Information Sciences

Année:

2018

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2018

Integrating cluster validity indices based on data envelopment analysis

Kim, Boseop, Lee, Hakyeon, Kang, Pilsung

Journal:

Applied Soft Computing

Année:

2018

Langue:

english

Fichier:

PDF, 2.45 MB

english, 2018

One-Class Na^|^iuml;ve Bayesian Classifier for Toll Fraud Detection

KANG, Pilsung

Journal:

IEICE Transactions on Information and Systems

Année:

2014

Langue:

english

Fichier:

PDF, 351 KB

english, 2014