- BigData . . . . 32 matches
* EMC - Big Data: Big Opportunities to Create Business Value [http://www.emc.com/microsites/cio/articles/big-data-big-opportunities/LCIA-BigData-Opportunities-Value.pdf pdf]
* IBM (2012) - Better Business Outcomes with Business Analytics [http://www.ibm.com/connect/ibm/attachments/G119542M94960B53/SW_Business_Analytics_YTW03101USEN.pdf pdf]
* Gartner's Business Analytics Framework [http://www.gartner.com/imagesrv/summits/docs/na/business-intelligence/gartners_business_analytics__219420.pdf pdf]
* The Deciding Factor: Big Data & Decision Making [http://www.capgemini.com/resource-file-access/resource/pdf/The_Deciding_Factor__Big_Data___Decision_Making.pdf pdf]
* Interfaces (2010) - The Analytics Movement: Implications for Operations Research [http://pubsonline.informs.org/doi/abs/10.1287/inte.1100.0502?journalCode=inte pdf]
* Business Intelligence and Analytics - From Big Data to Big Impact [http://www.misq.org/skin/frontend/default/misq/pdf/V36I4/SI_ChenIntroduction.pdf MISQ2012]
* Davenport - Big Data in Big Companies [http://www.sas.com/resources/asset/Big-Data-in-Big-Companies.pdf SAS2013] [http://www.sas.com/content/dam/SAS/en_us/doc/research1/big-data-big-companies-executive-summary-106462.pdf summary]
* Davenport - At the Big Data Crossroads: turning towards a smarter travel experience [http://www.amadeus.com/web/binaries/blobs/830/891/Amadeus_Big_Data.pdf pdf]
* Worldwide Big Data Technology and (IT) Services 2012-2016 Forecast [https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=2&cad=rja&ved=0CEcQFjAB&url=http%3A%2F%2Fdownload.microsoft.com%2Fdownload%2F7%2FB%2F8%2F7B8AC938-2928-4B65-B1B3-0B523DDFCDC7%2FIDC%2520Report-Worldwide%2520Big%2520Data%2520Technology%2520and%2520Services.pdf&ei=CrcAU8_-L8LcyQHV44CQDA&usg=AFQjCNHgiCBhHSmKlBmKAuep27fGT867pQ&sig2=SVsmgJMfZ82OgRL8pTJyfA&bvm=bv.61535280,d.aWc pdf]
* IBM Analytics Case Studies [http://public.dhe.ibm.com/common/ssi/ecm/en/imm14097usen/IMM14097USEN.PDF pdf]
* IDC Market Analysis: Worldwide BA Software 2013–2017 Forecast and 2012 Vendor Shares [http://idcdocserv.com/241689e_sas pdf]
* IBM Framework - Better business outcomes with IBM Big Data & Analytics [http://www.ibm.com/connect/ibm/attachments/G119542M94960B53/SW_Business_Analytics_YTW03101USEN.pdf pdf]
* Business Process Analytics (zur Muehlen & Spiro, 201?) [https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&cad=rja&ved=0CEwQFjAA&url=http%3A%2F%2Fwww.researchgate.net%2Fpublication%2F226858154_Business_Process_Analytics%2Ffile%2F3deec5170e959cfcc0.pdf&ei=XrsAU6_BEoSiyAGGkoDYAw&usg=AFQjCNH3U2Vnsunf7FMogwYz5YcqH2Y6pQ&sig2=DNNsyEJHatH7MhQFWr0gEQ&bvm=bv.61535280,d.aWc pdf]
* Deloitte (2013) - Creating Value with Business Analytics - SCC Meeting [https://supply-chain.org/f/A.Patil_.Deloitte_0.pdf pdf]
* Delivering Business Value through Supply Chain Analytics (Infosys, 2005) [http://www.infosys.com/supply-chain/white-papers/Documents/supply-chain-analytics.pdf pdf]
* IBM (2011) - Business Analytics and the Supply Chain: The new path to value [https://www.utexas.edu/courses/lasdon/IBM.pdf pdf]
* Big Data in Logistics (White paper) [http://www.dhl.com/en/about_us/innovation/research_development/bigdata.html pdf]
* U.S. Roadmap for Material Handling & Logistics [http://www.mhlroadmap.org/roadmap.html pdf]
- IAI Lab. . . . . 38 matches
* '''Josue Obregon''' and Jae-Yoon Jung*, "Rule-based Visualization of Faulty Process Conditions in the '''Die-casting''' Manufacturing", ''Journal of Intelligent Manufacturing'', vol. 35, no. 2, Feb 2024, pp. 521-537. (SCIE, IF=8.3, 15.5%, CS/AI) (Ack: Engy, OCC). [https://doi.org/10.1007/s10845-022-02057-1 doi] [https://link.springer.com/content/pdf/10.1007/s10845-022-02057-1.pdf pdf] [https://drive.google.com/file/d/1yjpCUGbqupA6AqWsd3XvMl3cUeMKtSBz/ pdf]
* '''Aekyung Kim''', Kyuhyup Oh, Jae-Yoon Jung*, and Bohyun Kim, "'''Imbalanced Classification''' of Manufacturing Quality Conditions Using Cost-Sensitive Decision Tree Ensembles",''International Journal of Computer Integrated Manufacturing'', Vol. 31, No. 8, Aug 2018, pp. 701-717. (SCIE, IF=2.090, 38%, OR/MS) [http://www.tandfonline.com/doi/full/10.1080/0951192X.2017.1407447 link] [http://www.tandfonline.com/eprint/9JwDxaSmfSsizDnrzsSC/full pdf]
* '''Jimin Kim, Josue Obregon, Hoonseok Park''', Jae-Yoon Jung*, "Multi-step day-ahead '''photovoltaic power forecasting''' using transformer networks with pretrained recurrent neural networks", ''Renewable and Sustainable Energy Reviews'', vol. 200, Aug 2024, 114479. (SCIE, '''IF=15.9, 3.3%(2/46)''', GSST) (Ack: Engy, AIC). [https://doi.org/10.1016/j.rser.2024.114479 doi] [https://drive.google.com/file/d/1hJVdAMS5wv9u6UhlNA2Y_rj3V2Ub0K8K/view?usp=drive_link pdf]
* '''Josue Obregon''', '''Yu-Ri Han''', Chang Won Ho, Devanadane Mouraliraman, Chang Woo Lee*, and Jae-Yoon Jung*, "Convolutional Autoencoder-based '''SOH Estimation of Lithium-ion Batteries''' Using Electrochemical Impedance Spectroscopy", ''Journal of Energy Storage'', Vol. 60, Apr. 2023, 106680. (SCIE, IF=8.907, 19.0%, E&F) (Ack: Engy, AIC). [https://www.sciencedirect.com/science/article/pii/S2352152X23000774 link] [https://drive.google.com/file/d/1PcnCnPpboJztMafFdJLYtpLfWpZdWUd6/ pdf]
* '''Berny Carrera''', '''Min Kyu Sim'''*, and Jae-Yoon Jung, "PVHybNet: A Hybrid Framework for '''Predicting Photovoltaic Power Generation''' Using Both Weather Forecast and Observation Data", ''IET Renewable Power Generation'', Vol. 14, No. 12, Sep. 2020, pp. 2192-2201. (SCIE, IF=3.894, 21%, EEE) [https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-rpg.2018.6174 link] [https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/iet-rpg.2018.6174 pdf]
* '''Donghyun Park''', Hoonseok Park, Sangyeon Kim, Sanghyun Choo, Chang S. Nam, Sangwon Lee, and Jae-Yoon Jung*, "'''Spatio-temporal explanation''' of 3D-EEGNet for motor imagery EEG classification using permutation and saliency", ''IEEE Transactions on Neural Systems and Rehabilitation Engineering'', vol. 31, Nov 2023, pp. 4504-4513. (SCIE, IF=4.9, __5.1%__, Reh) (Ack: EEG, AIC). [https://ieeexplore.ieee.org/document/10310256/ link] [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10310256 pdf]
* Sanghyun Choo, '''Hoonseok Park''', Sangyeon Kim, '''Donghyun Park''', Jae-Yoon Jung, Sangwon Lee, and Chang S. Nam*, "Effectiveness of Multi-Task Deep Learning Framework for EEG-based '''Emotion and Context Recognition'''", ''Expert Systems with Applications'', vol. 227, Oct 2023, 120348. (SCIE, IF=8.5, __6.4%__, OR/MS) (Ack: EEG, etc.)[https://doi.org/10.1016/j.eswa.2023.120348 link] [https://www.sciencedirect.com/science/article/pii/S0957417423008503/pdfft?md5=93b0a87825134dc63c2de87b7dd63950&pid=1-s2.0-S0957417423008503-main.pdf pdf]
* Sangyeon Kim, Sanghyun Choo, Donghyun Park, Hoonseok Park, Chang S. Nam, Jae-Yoon Jung, and Sangwon Lee*, "Designing an '''XAI Interface for BCI Experts''': A Contextual Design for Pragmatic Explanation Interface Based on Domain Knowledge in a Specific Context", ''International Journal of Human-Computer Studies'', vol. 174, Jun 2023, 103009. (SSCI, IF=5.4, 11.9%, Ergo) (Ack: EEG, etc). [https://www.sciencedirect.com/science/article/pii/S1071581923000150 link] [https://www.sciencedirect.com/science/article/pii/S1071581923000150/pdfft?md5=c43d7a6ff62416f94cb62fc20b7ce6c6&pid=1-s2.0-S1071581923000150-main.pdf pdf]
* '''Josue Obregon''' and Jae-Yoon Jung*, "'''RuleCOSI+''': Rule Extraction for Interpreting Classification Tree Ensembles", ''Information Fusion'', Vol. 89, Jan. 2023, 355-381. (SCIE, IF=__17.564, 0.45%(1/109)__, CS/T&M) (Ack: Engy, OCC). [https://www.sciencedirect.com/science/article/pii/S1566253522001129 link] [https://www.sciencedirect.com/science/article/pii/S1566253522001129/pdfft?md5=0b58e19ec75339e444a7354d6b745245&pid=1-s2.0-S1566253522001129-main.pdf pdf] [https://drive.google.com/file/d/1qYXTT5mcOtSKSo9bXY6R_lpeID5BnILc/ pdf]
* '''Josue Obregon''', Aekyung Kim, and Jae-Yoon Jung*, "'''RuleCOSI''': Combination and Simplification of Production Rules from Boosted Decision Trees for Imbalanced Classification", ''Expert Systems with Applications'', Vol. 126, Jul 2019, pp. 64-82. (SCIE, IF=4.292, 8%, OR/MS) [https://doi.org/10.1016/j.eswa.2019.02.012 link] [https://drive.google.com/file/d/1FwMrNQXNCo_6g0U9O52n47DEN5oURglI/view?usp=sharing pdf]
* '''Donghyun Park''', Hoonseok Park, Sangyeon Kim, Sanghyun Choo, Chang S. Nam, Sangwon Lee, and Jae-Yoon Jung*, "'''Spatio-temporal explanation''' of 3D-EEGNet for motor imagery EEG classification using permutation and saliency", ''IEEE Transactions on Neural Systems and Rehabilitation Engineering'', vol. 31, Nov 2023, pp. 4504-4513. (SCIE, IF=4.9, __5.1%__, Reh) (Ack: EEG, AIC). [https://ieeexplore.ieee.org/document/10310256/ link] [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10310256 pdf]
* '''Young-Suk Han''' and Jae-Yoon Jung*, "A Stable Multi-Object Tracking Method for Unstable and Irregular Maritime Environments", ''Journal of Marine Science and Engineering'', 12(12), Dec 2024, 2252. (SCIE, IF=2.7, 22%(6/25), MRE) (Ack: DAPA, AIC) [https://doi.org/10.3390/jmse12122252 doi] [https://www.mdpi.com/2077-1312/12/12/2252/pdf?version=1733749085 pdf]
* '''Bitzel Cortez''', Berny Carrera, Young-Jin Kim, and Jae-Yoon Jung*, "An Architecture for '''Emergency Event Prediction''' Using LSTM Recurrent Neural Networks", ''Expert Systems with Applications'', Vol. 97, May 2018, pp. 315-324. (SCIE, IF=3.928, 3%, OR/MS) [http://www.sciencedirect.com/science/article/pii/S0957417417308606 link] [https://ac.els-cdn.com/S0957417417308606/1-s2.0-S0957417417308606-main.pdf?_tid=7a175d9c-e6fe-11e7-ad42-00000aab0f6b&acdnat=1513936810_8ee150967c2d415218f873f9ad50ff39 pdf]
* YeonJun In and Jae-Yoon Jung*, "Simple Averaging of '''Direct and Recursive Forecasts''' via Partial Pooling Using Machine Learning", ''International Journal of Forecasting'', Vol. 38, No. 4, Oct. 2022, pp. 1386-1399. (SSCI, IF=7.022, 6.2%(24/379), Econo) [https://www.sciencedirect.com/science/article/pii/S0169207021001813 link] [https://drive.google.com/file/d/1iwTewGKMoyxPBM1QGUUFbFjnR0V_5y7L/ pdf]
* '''Kwanho Kim''', Kyuhyup Oh, Yeong Kyu Lee, SungHo Kim, and Jae-Yoon Jung*, "An Analysis on '''Movement Patterns between Zones''' Using Smart Card Data in Subway Networks", ''International Journal of Geographical Information Science'', Vol. 28, No. 9, Sep 2014, pp. 1781-1801. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_2014_IJGIS.pdf pdf]
* '''Josue Obregon''', Minseok Song, and Jae-Yoon Jung*, "'''InfoFlow''': Mining Information Flow Based on User Community in Social Networking Services", ''IEEE Access'', Vo. 7, Apr 2019, pp. 48024-48036. (SCIE, IF=4.098, 14%, CS/IS) [https://ieeexplore.ieee.org/document/8681519?arnumber=8681519 link] [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8681519 pdf]
* Jae-Yoon Jung, Kwanho Kim, Dongmin Shin, and Jonghun Park, "'''FlowWiki''': A Wiki Based Platform for Ad-hoc Collaborative Workflows", ''Knowledge-Based Systems'', Vol. 24, No. 1, Feb 2011, pp. 154-165. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_201102_KBS.pdf pdf]
* Jae-Yoon Jung, Chang-Ho Chin, and Jorge Cardoso, "An '''Entropy-based Uncertainty''' Measure of Process Models", ''Information Processing Letters'', Vol. 111, No. 3, Jan 2011, pp. 135-141. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_201101_IPL.pdf pdf]
* Jae-Yoon Jung, Joonsoo Bae, and Ling Liu, "'''Hierarchical Clustering''' of Business Process Models", ''International Journal of Innovative Computing, Information and Control'', Vol. 12, No. 5, Dec 2009, pp. 4501-4511. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_200912_IJICIC.pdf pdf]
* Jae-Yoon Jung, Wonchang Hur, Suk-Ho Kang, and Hoontae Kim, "'''Business Process Choreography''' for B2B Collaboration", ''IEEE Internet Computing'', Vol. 8, No. 1, Jan/Feb 2004, pp. 37-45. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_200306_IEEEIC.pdf pdf]
- JYJung . . . . 37 matches
||<|4>attachment:Members/jung9.jpg||<width="80%">'''Affiliation''': [[br]]Professor, Industrial & Management Systems Engineering (IE), KHU, 2007.9~present [[br]]Adjunct Professor, Artificial Intelligence (AI), KHU, 2022.9~present [[br]]Adjunct Professor, Big Data Analytics (BDA), KHU, 2020.9~present [[br]]Adjunct Professor, Software Convergence (SWCon), KHU, 2017.3~present[[br]]'''Address''': [[br]]1732, Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 17104, Republic of Korea [[br]]'''Tel''': +82 31 201 2537 / '''E-mail''': jyjung_at_khu.ac.kr[[br]][http://iai.khu.ac.kr/wiki/wiki.php/JYJung] [[br]][http://web.khu.ac.kr/~jung] [[br]][http://web.khu.ac.kr/~jung/paper/Jung_CV_201310.pdf '''Curriculum vitae''']||
1. '''Josue Obregon''' and Jae-Yoon Jung*, "'''RuleCOSI+''': Rule Extraction for Interpreting Classification Tree Ensembles", ''Information Fusion'', Vol. 89, Jan. 2023, 355-381. (SCIE, IF=__17.564, 0.45%(1/109)__, CS/T&M) (Ack: Engy, OCC). [https://www.sciencedirect.com/science/article/pii/S1566253522001129 link] [https://www.sciencedirect.com/science/article/pii/S1566253522001129/pdfft?md5=0b58e19ec75339e444a7354d6b745245&pid=1-s2.0-S1566253522001129-main.pdf pdf] [https://drive.google.com/file/d/1qYXTT5mcOtSKSo9bXY6R_lpeID5BnILc/ pdf]
1. '''Josue Obregon''', Aekyung Kim, and Jae-Yoon Jung*, "'''RuleCOSI''': Combination and Simplification of Production Rules from Boosted Decision Trees for Imbalanced Classification", Expert Systems with Applications, Vol. 126, Jul 2019, pp. 64-82. (SCIE, IF=4.292, 8%, OR/MS) [https://doi.org/10.1016/j.eswa.2019.02.012 link] [https://drive.google.com/file/d/1FwMrNQXNCo_6g0U9O52n47DEN5oURglI/view?usp=sharing pdf]
1. '''Donghyun Park''', Hoonseok Park, Sangyeon Kim, Sanghyun Choo, Chang S. Nam, Sangwon Lee, and Jae-Yoon Jung*, "'''Spatio-temporal explanation''' of 3D-EEGNet for motor imagery EEG classification using permutation and saliency", ''IEEE Transactions on Neural Systems and Rehabilitation Engineering'', vol. 31, Nov 2023, pp. 4504-4513. (SCIE, IF=4.9, __5.1%__, Reh) (Ack: EEG, AIC). [https://ieeexplore.ieee.org/document/10310256/ link] [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10310256 pdf]
1. '''Josue Obregon''' and Jae-Yoon Jung*, "Rule-based Visualization of Faulty Process Conditions in the '''Die-casting''' Manufacturing", ''Journal of Intelligent Manufacturing'', vol. 35, no. 2, Feb 2024, pp. 521-537. (SCIE, IF=8.3, 15.5%, CS/AI) (Ack: Engy, OCC). [https://doi.org/10.1007/s10845-022-02057-1 doi] [https://link.springer.com/content/pdf/10.1007/s10845-022-02057-1.pdf pdf] [https://drive.google.com/file/d/1yjpCUGbqupA6AqWsd3XvMl3cUeMKtSBz/ pdf]
1. '''Aekyung Kim''', Kyuhyup Oh, Jae-Yoon Jung*, and Bohyun Kim, "'''Imbalanced Classification''' of Manufacturing Quality Conditions Using Cost-Sensitive Decision Tree Ensembles", International Journal of Computer Integrated Manufacturing, Vol. 31, No. 8, Aug 2018, pp. 701-717. (SCIE, IF=2.090, 38%, OR/MS) [http://www.tandfonline.com/doi/full/10.1080/0951192X.2017.1407447 link] [http://www.tandfonline.com/eprint/9JwDxaSmfSsizDnrzsSC/full pdf]
1. '''Jimin Kim, Josue Obregon, Hoonseok Park''', Jae-Yoon Jung*, "Multi-step day-ahead '''photovoltaic power forecasting''' using transformer networks with pretrained recurrent neural networks", ''Renewable and Sustainable Energy Reviews'', vol. 200, Aug 2024, 114479. (SCIE, __'''IF=15.9, 3.3%(2/46)'''__, GSST) (Ack: Engy, AIC). [https://doi.org/10.1016/j.rser.2024.114479 doi] [https://drive.google.com/file/d/1hJVdAMS5wv9u6UhlNA2Y_rj3V2Ub0K8K/view?usp=drive_link pdf]
1. '''Josue Obregon''', '''Yu-Ri Han''', Chang Won Ho, Devanadane Mouraliraman, Chang Woo Lee*, and Jae-Yoon Jung*, "Convolutional Autoencoder-based '''SOH Estimation of Lithium-ion Batteries''' Using Electrochemical Impedance Spectroscopy", ''Journal of Energy Storage'', Vol. 60, Apr. 2023, 106680. (SCIE, IF=8.907, 19.0%, E&F) (Ack: Engy, AIC). [https://www.sciencedirect.com/science/article/pii/S2352152X23000774 link] [https://drive.google.com/file/d/1PcnCnPpboJztMafFdJLYtpLfWpZdWUd6/ pdf]
1. '''Berny Carrera''', '''Min Kyu Sim'''*, and Jae-Yoon Jung, "PVHybNet: A Hybrid Framework for '''Predicting Photovoltaic Power Generation''' Using Both Weather Forecast and Observation Data", ''IET Renewable Power Generation'', Vol. 14, No. 12, Sep. 2020, pp. 2192-2201. (SCIE, IF=3.894, 21%, EEE) [https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-rpg.2018.6174 link] [https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/iet-rpg.2018.6174 pdf]
1. YeonJun In and Jae-Yoon Jung*, "Simple Averaging of '''Direct and Recursive Forecasts''' via Partial Pooling Using Machine Learning", International Journal of Forecasting, Vol. 38, No. 4, Oct. 2022, pp. 1386-1399. (SSCI, IF=7.022, 6.2%(24/379), Econo) [https://www.sciencedirect.com/science/article/pii/S0169207021001813 link] [https://drive.google.com/file/d/1iwTewGKMoyxPBM1QGUUFbFjnR0V_5y7L/ pdf]
1. '''Bitzel Cortez''', Berny Carrera, Young-Jin Kim, and Jae-Yoon Jung*, "An Architecture for '''Emergency Event Prediction''' Using LSTM Recurrent Neural Networks", Expert Systems with Applications, Vol. 97, May 2018, pp. 315-324. (SCIE, IF=3.928, 3%, OR/MS) [http://www.sciencedirect.com/science/article/pii/S0957417417308606 link] [https://ac.els-cdn.com/S0957417417308606/1-s2.0-S0957417417308606-main.pdf?_tid=7a175d9c-e6fe-11e7-ad42-00000aab0f6b&acdnat=1513936810_8ee150967c2d415218f873f9ad50ff39 pdf]
1. '''Kwanho Kim''', Kyuhyup Oh, Yeong Kyu Lee, SungHo Kim, and Jae-Yoon Jung*, "An Analysis on '''Movement Patterns between Zones''' Using Smart Card Data in Subway Networks", International Journal of Geographical Information Science, Vol. 28, No. 9, Sep 2014, pp. 1781-1801. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_2014_IJGIS.pdf pdf]
1. '''Josue Obregon''', Minseok Song, and Jae-Yoon Jung*, "'''InfoFlow''': Mining Information Flow Based on User Community in Social Networking Services", IEEE Access, Vo. 7, Apr 2019, pp. 48024-48036. (SCIE, IF=4.098, 14%, CS/IS) [https://ieeexplore.ieee.org/document/8681519?arnumber=8681519 link] [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8681519 pdf]
1. Jae-Yoon Jung, Kwanho Kim, Dongmin Shin, and Jonghun Park, "'''FlowWiki''': A Wiki Based Platform for Ad-hoc Collaborative Workflows", Knowledge-Based Systems, Vol. 24, No. 1, Feb 2011, pp. 154-165. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_201102_KBS.pdf pdf]
1. Jae-Yoon Jung, Chang-Ho Chin, and Jorge Cardoso, "An '''Entropy-based Uncertainty''' Measure of Process Models", Information Processing Letters, Vol. 111, No. 3, Jan 2011, pp. 135-141. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_201101_IPL.pdf pdf]
1. Jae-Yoon Jung, Joonsoo Bae, and Ling Liu, "'''Hierarchical Clustering''' of Business Process Models", International Journal of Innovative Computing, Information and Control, Vol. 12, No. 5, Dec 2009, pp. 4501-4511. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_200912_IJICIC.pdf pdf]
1. Jae-Yoon Jung, Wonchang Hur, Suk-Ho Kang, and Hoontae Kim, "'''Business Process Choreography''' for B2B Collaboration", IEEE Internet Computing, Vol. 8, No. 1, Jan/Feb 2004, pp. 37-45. [http://web.khu.ac.kr/~jung/paper/Jung_IJ_200306_IEEEIC.pdf pdf]
1. '''Donghyun Park''', Hoonseok Park, Sangyeon Kim, Sanghyun Choo, Chang S. Nam, Sangwon Lee, and Jae-Yoon Jung*, "'''Spatio-temporal explanation''' of 3D-EEGNet for motor imagery EEG classification using permutation and saliency", ''IEEE Transactions on Neural Systems and Rehabilitation Engineering'', vol. 31, Nov 2023, pp. 4504-4513. (SCIE, IF=4.9, __5.1%__, Reh) (Ack: EEG, AIC). [https://ieeexplore.ieee.org/document/10310256/ link] [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10310256 pdf]
1. Sanghyun Choo, '''Hoonseok Park''', Sangyeon Kim, '''Donghyun Park''', Jae-Yoon Jung, Sangwon Lee, and Chang S. Nam*, "Effectiveness of Multi-Task Deep Learning Framework for EEG-based '''Emotion and Context Recognition'''", ''Expert Systems with Applications'', vol. 227, Oct 2023, 120348. (SCIE, IF=8.5, __6.4%__, OR/MS) (Ack: EEG, etc.)[https://doi.org/10.1016/j.eswa.2023.120348 link] [https://www.sciencedirect.com/science/article/pii/S0957417423008503/pdfft?md5=93b0a87825134dc63c2de87b7dd63950&pid=1-s2.0-S0957417423008503-main.pdf pdf]
1. Sangyeon Kim, Sanghyun Choo, Donghyun Park, Hoonseok Park, Chang S. Nam, Jae-Yoon Jung, and Sangwon Lee*, "Designing an '''XAI Interface for BCI Experts''': A Contextual Design for Pragmatic Explanation Interface Based on Domain Knowledge in a Specific Context", ''International Journal of Human-Computer Studies'', vol. 174, Jun 2023, 103009. (SSCI, IF=5.4, 11.9%, Ergo) (Ack: EEG, etc). [https://www.sciencedirect.com/science/article/pii/S1071581923000150 link] [https://www.sciencedirect.com/science/article/pii/S1071581923000150/pdfft?md5=c43d7a6ff62416f94cb62fc20b7ce6c6&pid=1-s2.0-S1071581923000150-main.pdf pdf]
- Publications . . . . 99 matches
1. '''Young-Suk Han''' and Jae-Yoon Jung, "Imitation learning of job dispatching data combining classification and ranking", ''Computers & Industrial Engineering'', accepted 250606. (SCIE, IF=6.7, 11.5%, CS/IA) [doi] [pdf]
1. '''Donghyun Park''', Jae-Yoon Jung*, and Beom Jin Park, "Estimation of Ship Operational Performance Degradation Using Fuel Oil Consumption Prediction Models Based on Deep Neural Networks with Shortcut Connection", ''International Journal of Naval Architecture and Ocean Engineering'', online published 250529. (SCIE, IF=2.3, 30%, Marine) (Ack: Ship, AIC) [https://doi.org/10.1016/j.ijnaoe.2025.100666 doi] [pdf]
1. '''Yu-Ri Han''', '''Donghyun Park''', '''Young-Suk Han''', and Jae-Yoon Jung*, "Cost-efficient Active Transfer Learning Framework for Object Detection from Engineering Documents", ''Processes'', 13(6), 1657. (SCIE, IF=2.8, 47%) (Ack: Qual, AIC) [https://doi.org/10.3390/pr13061657 doi] [https://www.mdpi.com/2227-9717/13/6/1657/pdf?version=1748164201 pdf]
1. '''Minsik Kim, Young-Suk Han''', Josue Obregon, and Jae-Yoon Jung*, "Discovering Dispatching Rules in a Semiconductor Fab Using Interpretable Machine Learning", ''Lecture Notes in Mechanical Engineering (FAIM 2024)'', Dec 2024. (Scopus) (Ack: AIC) [https://doi.org/10.1007/978-3-031-74482-2_11 doi] [https://books.google.co.kr/books?hl=ko&lr=&id=Lac2EQAAQBAJ&oi=fnd&pg=PA91&dq=Discovering+dispatching+rules+in+a+semiconductor+fab+using+interpretable+machine+learning&ots=JCHJUVL9d5&sig=3G-FnjRZhsuw6T4I_j_HZiCCseA&redir_esc=y#v=onepage&q=Discovering%20dispatching%20rules%20in%20a%20semiconductor%20fab%20using%20interpretable%20machine%20learning&f=false pdf]
1. '''Young-Suk Han''' and Jae-Yoon Jung*, "A Stable Multi-Object Tracking Method for Unstable and Irregular Maritime Environments", ''Journal of Marine Science and Engineering'', 12(12), Dec 2024, 2252. (SCIE, IF=2.7, 22%(6/25), MRE) (Ack: DAPA, AIC) [https://doi.org/10.3390/jmse12122252 doi] [https://www.mdpi.com/2077-1312/12/12/2252/pdf?version=1733749085 pdf]
1. '''Jimin Kim, Josue Obregon, Hoonseok Park''', Jae-Yoon Jung*, "Multi-step day-ahead photovoltaic power forecasting using transformer networks with pretrained recurrent neural networks", ''Renewable and Sustainable Energy Reviews'', vol. 200, Aug 2024, 114479. (SCIE, __'''IF=15.9, 3.3%(2/46)'''__, GSST) (Ack: Engy, AIC). [https://doi.org/10.1016/j.rser.2024.114479 doi] [https://drive.google.com/file/d/1hJVdAMS5wv9u6UhlNA2Y_rj3V2Ub0K8K/view?usp=drive_link pdf]
1. '''Josue Obregon''' and Jae-Yoon Jung*, "Rule-based Visualization of Faulty Process Conditions in the Die-casting Manufacturing", ''Journal of Intelligent Manufacturing'', vol. 35, no. 2, Feb 2024, pp. 521-537. (SCIE, IF=8.3, 15.5%, CS/AI) (Ack: Engy, OCC). [https://doi.org/10.1007/s10845-022-02057-1 doi] [https://drive.google.com/file/d/1yjpCUGbqupA6AqWsd3XvMl3cUeMKtSBz/ pdf]
1. '''Donghyun Park''', '''Hoonseok Park''', Sangyeon Kim, Sanghyun Choo, Chang S. Nam, Sangwon Lee, and Jae-Yoon Jung*, "Spatio-temporal explanation of 3D-EEGNet for motor imagery EEG classification using permutation and saliency", ''IEEE Transactions on Neural Systems and Rehabilitation Engineering'', vol. 31, Nov 2023, pp. 4504-4513. (SCIE, IF=4.9, __'''5.1%'''__, Reh) (Ack: EEG, AIC). [https://ieeexplore.ieee.org/document/10310256/ link] [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10310256 pdf]
1. Murugan Nanthagopal, Devanadane Mouraliraman, '''Yu-Ri Han''', Chang Won Ho, '''Josue Obregon''', and Jae-Yoon Jung*, Chang Woo Lee*, "Conversion of Natural Biowaste into Energy Storage Materials and Estimation of Discharge Capacity through Transfer Learning in Li-Ion Batteries", ''Nanomaterials'', vol. 13, no. 22, Nov. 2023, 2963. (SCIE, IF=5.3, 24.1%, Phy) (Ack: Engy, +1) [https://www.mdpi.com/2079-4991/13/22/2963 link] [https://www.mdpi.com/2079-4991/13/22/2963/pdf pdf]
1. Sanghyun Choo, '''Hoonseok Park''', Sangyeon Kim, '''Donghyun Park''', Jae-Yoon Jung, Sangwon Lee, and Chang S. Nam*, "Effectiveness of Multi-Task Deep Learning Framework for EEG-based Emotion and Context Recognition", ''Expert Systems with Applications'', vol. 227, Oct 2023, 120348. (SCIE, IF=8.5, __'''6.4%(7/104)'''__, OR/MS) (Ack: EEG, etc.)[https://doi.org/10.1016/j.eswa.2023.120348 link] [https://www.sciencedirect.com/science/article/pii/S0957417423008503/pdfft?md5=93b0a87825134dc63c2de87b7dd63950&pid=1-s2.0-S0957417423008503-main.pdf pdf]
1. Sangyeon Kim, Sanghyun Choo, '''Donghyun Park''', '''Hoonseok Park''', Chang S. Nam, Jae-Yoon Jung, and Sangwon Lee*, "Designing an XAI Interface for BCI Experts: A Contextual Design for Pragmatic Explanation Interface Based on Domain Knowledge in a Specific Context", ''International Journal of Human-Computer Studies'', vol. 174, Jun 2023, 103009. (SSCI, IF=5.4, 11.9%, Ergo) (Ack: EEG, etc). [https://www.sciencedirect.com/science/article/pii/S1071581923000150 link] [https://www.sciencedirect.com/science/article/pii/S1071581923000150/pdfft?md5=c43d7a6ff62416f94cb62fc20b7ce6c6&pid=1-s2.0-S1071581923000150-main.pdf pdf]
1. '''Josue Obregon''', '''Yu-Ri Han''', Chang Won Ho, Devanadane Mouraliraman, Chang Woo Lee*, and Jae-Yoon Jung*, "Convolutional Autoencoder-based SOH Estimation of Lithium-ion Batteries Using Electrochemical Impedance Spectroscopy", ''Journal of Energy Storage'', Vol. 60, Apr. 2023, 106680. (SCIE, IF=8.907, 19.0%, E&F) (Ack: Engy, AIC). [https://www.sciencedirect.com/science/article/pii/S2352152X23000774 link] [https://drive.google.com/file/d/1PcnCnPpboJztMafFdJLYtpLfWpZdWUd6/ pdf]
1. '''Josue Obregon''' and Jae-Yoon Jung*, "RuleCOSI+: Rule Extraction for Interpreting Classification Tree Ensembles", ''Information Fusion'', Vol. 89, Jan. 2023, 355-381. (SCIE, __'''IF=17.564, 0.5%(1/109)'''__, CS/T&M) (Ack: Engy, OCC). [https://www.sciencedirect.com/science/article/pii/S1566253522001129 link] [https://www.sciencedirect.com/science/article/pii/S1566253522001129/pdfft?md5=0b58e19ec75339e444a7354d6b745245&pid=1-s2.0-S1566253522001129-main.pdf pdf] [https://drive.google.com/file/d/1qYXTT5mcOtSKSo9bXY6R_lpeID5BnILc/ pdf]
1. Jiali Huang, Jae-Yoon Jung, Chang S. Nam*, "Estimating Effective Connectivity in Alzheimer’s Disease Progression: a Dynamic Causal Modeling Study", ''Frontiers in Human Neuroscience'', 16:1060936, Dec. 2022. (SCIE, IF=3.473, 35.6%, Psy) (Ack: BK21). [https://www.frontiersin.org/articles/10.3389/fnhum.2022.1060936/full link] [https://www.frontiersin.org/articles/10.3389/fnhum.2022.1060936/pdf pdf]
1. YeonJun In and Jae-Yoon Jung*, "Simple Averaging of Direct and Recursive Forecasts via Partial Pooling Using Machine Learning", ''International Journal of Forecasting'', Vol. 38, No. 4, Oct. 2022, pp. 1386-1399. (SSCI, IF=7.022, __'''6.4%(37/572), Econo'''__) [https://www.sciencedirect.com/science/article/pii/S0169207021001813 link] [https://drive.google.com/file/d/1iwTewGKMoyxPBM1QGUUFbFjnR0V_5y7L/ pdf] ← '''1st rank in Kaggle'''
1. '''Young Ha Joo''', '''Hoonseok Park''', Haejoong Kim, Ri Choe, Younkook Kang, and Jae-Yoon Jung*, "Traffic Flow Speed Prediction in Overhead Transport Systems for Semiconductor Fab Using Dense-UNet", ''Processes'', Vol. 10, No. 8, Aug. 2022, 1580. (SCIE, IF=3.352, 48.2%, Chem). [https://www.mdpi.com/2227-9717/10/8/1580 link] [https://www.mdpi.com/2227-9717/10/8/1580/pdf pdf]
1. Chang S. Nam, Jae-Yoon Jung, Sangwon Lee, Sanghyun Choo, Zachary Traylor, '''Hoonseok Park, Donghyun Park''' and Sangyeon Kim, "Human-Computer Interface, Deep Learning and Explainable AI", ''ISE Magazine'', Vol. 54, No. 6, Jun. 2022, 34-39. [https://www.iise.org/ISEmagazine/Details.aspx?id=53103 link] [https://www.ise.ncsu.edu/blog/2022/06/28/human-computer-interface-deep-learning-and-explainable-ai/ link] [https://drive.google.com/file/d/1_aJAl0yznQY_S5dkJvHUac2d9EIS1VOZ/ pdf]
1. Sun Hur, Jae-Yoon Jung, and '''Josue Obregon''', "Special Issue on Application of Big Data Analysis and Advanced Analytics in Sustainable Production Process", ''Processes'', 10(4), Mar 2022, 670. (SCIE, IF=3.352, 48.2%, Chem). [https://www.mdpi.com/2227-9717/10/4/670/htm link] [https://www.mdpi.com/2227-9717/10/4/670/pdf?version=1648619572 pdf]
1. '''Seul-Gi Kim, Donghyun Park''', and Jae-Yoon Jung*, "Evaluation of One-Class Classifiers for Fault Detection: Mahalanobis Classifiers and the Mahalanobis-Taguchi System", ''Processes'', Vol. 9, No. 8, Aug. 2021, 1450 (SCIE, IF=2.847, 51%, CE). [https://www.mdpi.com/2227-9717/9/8/1450 link] [https://www.mdpi.com/2227-9717/9/8/1450/pdf pdf]
1. '''Josue Obregon''', Jihoon Hong, Jae-Yoon Jung*, "Rule-based Explanations Based on Ensemble Machine Learning for Detecting Sink Mark Defects in the Injection Moulding Process", ''Journal of Manufacturing Systems'', Vol. 60, Jul. 2021, pp. 392-405 (SCIE, __'''IF=8.633, 0.6%(1/84)'''__, OR/MS). [https://www.sciencedirect.com/science/article/pii/S0278612521001382?via%3Dihub link] [https://drive.google.com/file/d/1hkJmb0wfir5TCG1s_rNmW-fRNwy7TKFz/ pdf]
- Research . . . . 3 matches
[https://www.google.co.kr/url?sa=t&rct=j&q=&esrc=s&source=web&cd=3&cad=rja&uact=8&ved=0CDAQFjACahUKEwinz6fs_p3IAhWEjJQKHcxhDMg&url=http%3A%2F%2Fwww.usc.edu%2Fdept%2Fise%2Fcaie%2FChecked%2520Papers%2520%5Bruhi%252012th%2520sept%5D%2Fword%2520format%2520papers%2FREGISTRATION%2520PAID%2520PAPERS%2520FOR%2520PROCEEDINGS%2Fpdf%2F174%252014%2520SERVICE%2520MODELING%2520FOR%2520SERVICE%2520TESTING%2520LABORATORY.pdf&usg=AFQjCNF1V1yPbR1EcLN7LGGyB8XEhUkeZA&sig2=88z0r9eFN7qDqQ_hRmMYJw "Service Modeling for Service Testing Laboratory", In Proc. of CIE 2011]
[http://www.ijiee.org/papers/323-T044.pdf "Service Prototyping for Service Testing in Virtual Reality", IJIEE 3(3), May 2013]
- Seminars . . . . 1 match
* deep_learning_for_computer_vision.pdf : 다음 주(3/13. 월) 1시부터 시작
Found 6 matching pages out of 185 total pages
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