Under Review

Leekyung Kim, Sungwook Jeon, Wan Heo, and Jonghun Park*, “Note-Level Singing Melody Transcription for Time-Aligned Musical Score Generation”, submitted to IEEE/ACM Transactions on Audio, Speech, and Language Processing (Ack NRF-2019R1F1A1053366)

Leekyung Kim, Jonghun Park, “AN AUTO-REGRESSIVE APPROACH FOR RECOGNIZING NON-TRIAD CHORDS BASED ON A TRANSFORMER ENCODER-DECODER ARCHITECTURE”, submitted to IEEE International Conference on Multimedia & Expo (ICME) 2025, Nantes, France, from June 30 to July 4, 2025

Work in Process

Journal Papers

• Sukhyun Cho, Dokyun Kim, Jonghun Park, and In-Beom Park, “TSDNet: A Two-Stage Decomposition-Based Hybrid Deep Neural Network for Long-Term Time Series Forecasting”, to appear in Intelligent Data Analysis (Ack 2022R1F1A1066744)

• DOKYUN KIM, SUKHYUN CHO, HEEWOONG CHAE, JONGHUN PARK, AND JAESEOK HUH*, “Semi-supervised Contrastive Learning with Decomposition-based Data Augmentation for Time Series Classification”, to appear in Intelligent Data Analysis (Ack 2022R1F1A1066744)

• JONGGWON PARK, KYOYUN CHOI*, SEOLA OH, LEEKYUNG KIM, AND JONGHUN PARK, “Note-Level Singing Melody Transcription with Transformers”, Intelligent Data Analysis, Volume 27, Number 6, Sep., 2023

• In-Beom Park and Jonghun Park*, “Scalable Scheduling of Semiconductor Packaging Facilities Using Deep Reinforcement Learning”, IEEE Transactions on Cybernetics, Volume: 53, Issue: 6, JUNE 2023, pp. 3518-3531 (Ack NRF-2015R1D1A1A01057496 and IER)

• Jingon Joung*, Chul-Woo Jung, Hyung-Chul Lee, Moon-Jung Chae, Hae-Sung Kim, Jonghun Park, Won-Yong Shin, Changhyun Kim, Minhyung Lee, and Changwoo Choi, “Continuous cuffless blood pressure monitoring using photoplethysmography-based PPG2BP-Net for high intrasubject blood pressure variations”, Scientific Reports 13, 8605 (May 27, 2023)

• In-Beom Park, Jaeseok Huh*, and Jonghun Park, “A Generation and Repair Approach to Scheduling Semiconductor Packaging Facilities Using Case-based Reasoning”, Vol. 11, IEEE Access, May 2023, pp. 50631-50641

• Jinhyun Bang, Jonghun Park, and Jonghyuk Park*, “GACaps-HTC: Graph Attention Capsule Network for Hierarchical Text Classification”, Applied Intelligence, Volume 53, Issue 17, September 2023, pages 20577–20594, (online pub: Apr. 15, 2023)

• BOHYUNG PAENG, IN-BEOM PARK*, AND JONGHUN PARK, “Deep Reinforcement Learning for Minimizing Tardiness in Parallel Machine Scheduling with Sequence Dependent Family Setups”, IEEE Access, Volume: 9, July 2021, pp. 101390-101401 (Ack NRF-2015R1D1A1A01057496, IER)

• Jonghyuk Park, Jonghun Park, Dongmin Shin, and Yerim Choi*, “A BCI Based Alerting System for Attention Recovery of UAV Operators”, Sensors, 2021, 21, 2447.

• Kyoyun Choi, Jonggwon Park, Wan Heo, Sungwook Jeon, and Jonghun Park*, “CHORD CONDITIONED MELODY GENERATION WITH TRANSFORMER BASED DECODERS”, Vol. 9, Mar. 2021, IEEE Access, pp. 42071 – 42080 (Ack NRF-2019R1F1A1053366,MSIT and NIPA’s “HPC Support”)

• Jonghyuk Park, Sukhyun Cho, Dongwoo Kim, Oleksandr Bailo, Heewoong Park, Sanghoon Hong, and Jonghun Park*, “A Body Part Embedding Model with Datasets for Measuring 2D Human Motion Similarity”, IEEE Access, Vol. 9, Mar. 2021, pp. 36547-36558 (Ack Kakao, NRF-2019R1F1A1053366, IER)

• Jaeseok Huh, Jonghun Park, Dongmin Shin, and Yerim Choi*, “A Behavior Optimization Method for Unmanned Combat Aerial Vehicles Using Matrix Factorization”, IEEE Access, Volume: 8, Issue:1, MAY 2020,pp. 100298-100307 (Ack SRC)

• In-Beom Park, Jaeseok Huh*, Joongkyun Kim, and Jonghun Park, “A Reinforcement Learning Approach to Robust Scheduling of Semiconductor Manufacturing Facilities”, IEEE Transactions on Automation Science and Engineering, Volume: 17, Issue: 3, JULY 2020, Page(s): 1420-1431 (Ack NRF2015)

• Heewoong Park and Jonghun Park*, “Assessment of Word-Level Neural Language Models for Sentence Completion”, Applied Sciences, Vol. 10, No. 4, DOI 10.3390/app10041340, Feb 2020 (Ack NRF-2019, Kakao, IISI)

• Jaeseok Huh, Jonghun Park, Dongmin Shin, and Yerim Choi*, “A Hierarchical SVM Based Behavior Inference of Human Operators Using a Hybrid Sequence Kernel”, Sustainability, Vol. 11, No. 18, 4836, Sep. 2019

• Jaeseok Huh, Moon-jung Chae, Jonghun Park, and Kwanho Kim*, “A Case-Based Reasoning Approach to Fast Optimization of Travel Routes for Large Scale AS/RSs”, Journal of Intelligent Manufacturing, Vol. 30, No. 4, Apr. 2019, pp.1765-1778 (Ack NRF2015, SRC, INU NRF)

• Jaeseok Huh, Inbeom Park, Seongmin Lim, Bohyung Paeng, Jonghun Park, and Kwanho Kim*, “Learning to Dispatch Operations with Intentional Delay for Re-Entrant Multiple-Chip Product Assembly Lines”, Sustainability, Vol. 10, No. 11, Nov. 2018, pp.4123-4143 (Ack: SRC, NRF2015, Ext.)

• Yerim Choi, Jonghun Park, and Dongmin Shin*, “”A Semi-Supervised Inattention Detection Method Using Biological Signal”, Annals of Operations Research, Vol. 258, No. 1, 2017, pp. 59-78

• Sarat Dass, Jaeyong Lee, Kyoungjae Lee*, and Jonghun Park, “Laplace Based Approximate Posterior Inference for Differential Equation Models”, Statistics and Computing, Vol. 27, 2017, pp. 679–698.

• Yerim Choi*, Yoonjung Kim, Solee Kim, Kyuyon Park, and Jonghun Park, “An On-Device Gender Prediction Method for Mobile Users Using Representative Wordsets”, Expert Systems With Applications, Vol. 64, Dec. 2016, pp. 423-433 (Ack NRF2013)

• Junseok Lim, Moon-Jung Chae, Yongseok Yang, In-Beom Park, Jaeyong Lee, and Jonghun Park*, “Fast Scheduling of Semiconductor Manufacturing Facilities Using Case Based Reasoning”, IEEE Transactions on Semiconductor Manufacturing, Vol. 29, No. 1, Feb. 2016, pp.22-32 (Ack SRC)

• Sungjun Lee, Junseok Lim, Jonghun Park*, and Kwanho Kim, “Next Place Prediction Based on Spatiotemporal Pattern Mining of Mobile Device Logs”, Sensors, 16(2), 145, Jan. 2016 (Ack NRF2013)

• Sangwon Lee, Min-Jeong Kim, Jonghun Park, and Dongmin Shin*, “Design Strategies for Idle Screens of Smartphones Based on Service Usages”, Human Factors and Ergonomics in Manufacturing & Service Industries, Vol. 25, No. 4, pp. 409–427, 2015 (Ack NRF2010, SRC, ERI;)

• Jaemin Jo, Jaeseok Huh, Jonghun Park, Bohyoung Kim, and Jinwook Seo*, “LiveGantt: Interactively Visualizing a Large Manufacturing Schedule”, IEEE Transactions on Visualization and Computer Graphics, Vol. 20, No. 12, 2014, pp. 2329-2338, Dec. 2014

• Kwanho Kim, Yerim Choi, and Jonghun Park*, “A Conditional Feature Utilization Approach to Itemset Retrieval in Online Shopping Services”, Journal of Electronic Commerce Research, Vol. 15, No. 4, 2014, pp. 317-338, Nov. 2014 (Ack NRF2013, SRC, Interpark, External MEST)

• Yongwook Shin, Chuh Yeop Ryo, and Jonghun Park*, “Automatic Extraction of Persistent Topics from Social Text Streams”, World Wide Web; Vol. 17, No. 6, 2014, pp. 1395-1420, Nov. 2014 (Ack KSF, NRF2010, SRC, ERI)

• Beom-Suk Chung, Junseok Lim, In-Beom Park, Jonghun Park*, Minseok Seo, and Jinwook Seo, “Setup Change Scheduling for Semiconductor Packaging Facilities Using a Genetic Algorithm with an Operator Recommender”, IEEE Transactions on Semiconductor Manufacturing, Vol.27, No. 3, 2014, pp.377-387, Aug. 2014 (Ack SRC, ERI)

• Min-Jeong Kim* and Jonghun Park, “Mobile Phone Purchase and Usage Behaviors of Early Adopter Groups in Korea”, Behaviour & Information Technology, Vol. 33, Issue 7, 2014, pp. 693-703, July 2014 (Ack SRC, NRF2010, ERI)

• Yerim Choi*, Namyeon Kwon, Sungjun Lee, Yongwook Shin, Chuh Yeop Ryo, Jonghun Park and Dongmin Shin, “Hypovigilance Detection for UCAV Operators Based on a Hidden Markov Model,” Computational and Mathematical Methods in Medicine, vol. 2014, Article ID 567645, 13 pages, May 2014 (Ack NRF2013, SRC, ADD)

• Min-Jeong Kim and Jonghun Park*, “A return on investment assessment model for a mobile user interface project at the predevelopment stage”, Human Factors and Ergonomics in Manufacturing & Service Industries, Vol. 24, Issue 2, pages 216–225, March/April 2014 (Ack NRF2010, ERI;)

• Yongwook Shin, Sung-Jun Lee, and Jonghun Park*, “Composition Pattern Oriented Tag Extraction from Short Documents Using a Structural Learning Method”, Knowledge and Information Systems, Vol. 38, No. 2, Feb. 2014, pp. 447-468. (Ack NRF2010, SRC, KSF, ERI)

• Kwanho Kim, Beom-Suk Chung, Yerim Choi, Seungjun Lee, Jae-Yoon Jung*, and Jonghun Park, “Language Independent Semantic Kernels for Short-text Classification”, Expert Systems with Applications, Vol. 41, No. 2, Feb 2014, pp. 735-743. (Ack NRF2010, SRC, ERI)

• Yongwook Shin and Jonghun Park*, “Feature Identification for Topical Relevance Assessment in Feed Search Engines”, Intelligent Data Analysis, Vol. 17, No. 4, July 2013, pp. 717-733 (Ack NRF2010, SRC, KSF, ERI;)

• Kwanho Kim, Yerim Choi, and Jonghun Park*, “Pricing Fraud Detection in Online Shopping Malls Using a Finite Mixture Model”, Electronic Commerce Research and Applications, Vol. 12, No. 3, May–June 2013, pp. 195–207 (Ack NRF2010, SRC, ERI, Interpark)

• Sangjin Lee and Jonghun Park*, “Topic Based Photo Set Retrieval Using User Annotated Tags”, Multimedia Tools and Applications,Vol. 64, No. 1, pp. 7-26, May 2013 (Ack NRF2010, ERI;)

• Kwanho Kim, Beom-Suk Chung, Jae-Yoon Jung, and Jonghun Park*, “Revenue Maximizing Itemset Construction for Online Shopping Services,” Industrial Management and Data Systems, Vol. 113, No. 1, pp. 96 – 116, Jan. 2013 (Ack SRC, NRF2010, SRC, ERI, Interpark)

• Cheolkyu Jee, Junseok Lim, Yongwook Shin, Yongsuk Yang, and Jonghun Park*, “A Resource Allocation Policy for Delay Minimization in Fetching Capacitated Feeds,” World Wide Web, Vol. 16, No. 1, pp. 91-109, Jan. 2013 (Ack NRF2010, SRC, ERI;)

• Yongwook Shin, Junseok Lim, and Jonghun Park*, “Joint Optimization of Index Freshness and Coverage in Real-Time Search Engines”, IEEE Transactions on Knowledge and Data Engineering, Vol. 24, No. 12, pp. 2203-2217, Dec. 2012 (Ack NRF2010, ERI;)

• Kwanho Kim, Jae-Yoon Jung*, and Jonghun Park, “Discovery of Information Diffusion Process in Social Networks,” IEICE Transactions on Information and Systems, Vol. E95-D, No.5, pp. 1539-1542, May 2012 (Ack NRF2010, SRC, KSF, ERI, NRF-KU)

• Jonghun Park*, Sang-Jin Lee, Sung-Jun Lee, Kwanho Kim, Beom-Suk Chung, and Yong-Ki Lee, “Online Video Recommendation Through Tag-Cloud Aggregation”, IEEE Multimedia, vol. 18, no. 1, January-march 2011, pp. 78-86 (Ack KRF2008:50, KOSEF2007:50, ERI; SNU+NRF)

• Jaeyoon 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, pp. 154-165, Feb. 2011 (Ack KOSEF2007:100, ERI; SNU+NRF)

• Jonghun Park*, Yongwook Shin, Kwanho Kim, and Beomsuk Chung, “Searching Social Media Streams on the Web”, IEEE Intelligent Systems, vol. 25, no. 6, pp. 24-31, November/December 2010 (Ack KRF2008:75, KOSEF2007:25, ERI; 발행)

• Jonghun Park*, Byoung-Cheon Choi, and Kwanho Kim, “A Vector Space Approach to Tag Cloud Similarity Ranking”, Information Processing Letters, vol. 110, no. 12-13, pp. 489-496, 2010 (Ack KRF2008:50, KOSEF2007:50, ERI; 2010-06; 발행)

• Seung-Kyun Han, Dongmin Shin, Jaeyoon Jung, and Jonghun Park, “Exploring the Relationship between Keywords and Feed Elements in Blog Post Search”, World Wide Web, Vol. 12, No. 4, pp. 381-398, 2009 (Ack KOSEF2007:100, ERI 2009-12 발행)

• Min-Jeong Kim and Jonghun Park, “A Business Performance Measurement Model for Mobile User Interface”, Lecture Notes in Computer Science, vol. 5617, pp. 87-93, 2009 (Ack KOSEF2007:100; 2009-07 발행)

• Jonghun Park and Kwanho Kim, “Hyperlinking the Work for Self-Management of Flexible Workflows”, Communications of the ACM, Vol. 52, No. 6, pp. 113-117, June 2009 (Ack KOSEF2007:100; 2009-06 발행)

• Jaeyoon Jung, Jonghun Park, Seung-Kyun Han, and Kangchan Lee, “An ECA-Based Framework for Decentralized Coordination of Ubiquitous Web Services”, Information and Software Technology, Vol. 49, No. 11-12, pp. 1141-1161, 2007 (2007-11 발행)

• Jae-Won Lee, Jonghun Park, Jangmin O, Jongwoo Lee, and Euyseok Hong, “A Multi-Agent Approach to Q-Learning for Daily Stock Trading”, IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans, Vol. 37, No. 6, pp. 864-877, 2007 (2007-11 발행)

• Jonghun Park, Cheolkyu Jee, Kwanho Kim, Seung-Kyun Han, Wan Lee, Duksoon Im, and Noyoon Kim, “An Integrated Approach to Process-Driven Business Performance Monitoring and Analysis for Real-Time Enterprises”, Lecture Notes in Computer Science, Vol. 4365, pp. 133-142, 2007 (2007-08 발행)

• Jonghun Park, Wan Lee, Jae-Yoon Jung, and Kangchan Lee, “Incorporation of User Preferences into Mobile Web Service Conversations”, Lecture Notes in Computer Science, Vol. 4560, pp. 441-450, 2007 (2007-08 발행)

• Jonghun Park and Ki-Seok Choi, “An Adaptive Coordination Framework for Fast Atomic Multi-Business Transactions Using Web Services”, Decision Support Systems, Vol. 42, No. 3, pp. 1959-1973, 2006 (2006-12 발행)

• Jonghun Park, “A High Performance Backoff Protocol for Fast Execution of Composite Web Services”, Computers and Industrial Engineering, Vol. 51, No. 1, pp. 14-25, 2006 (2006-10 발행)

• Jonghun Park, Seung-Kyun Han, Mi Kyoung Won, and Young-Chae Na, “Communication Supports for Building World Wide Internet Game Communities”, Lecture Notes in Computer Science, Vol. 4161, pp. 370-373, 2006 (2006-09 발행)

• Jaeyoon Jung, Jonghun Park, Seung-Kyun Han, and Kangchan Lee, “Event-based Peer-to-Peer Process Enactment for Ubiquitous Web Service Devices”, Lecture Notes in Computer Science, Vol. 4103, pp.382-394, 2006 (2006-09 발행)

• Jonghun Park and Byung-hyun Ha, “Automatic Extraction of Conversation Protocols from a Choreography Specification of Ubiquitous Web Services”, Lecture Notes in Computer Science, Vol. 4097, pp.122-132, 2006 (2006-08 발행)

• Jonghun Park, “An XSLT Based Framework for Automating Peer-To-Peer Interactions Between Complex Business Processes”,IEEJ Transactions on Electronics, Information, and Systems, Vol. 124, No. 10, pp.2040-2043, 2004 (2004-10 발행)

• Jonghun Park, “A Deadlock and Livelock Free Protocol for Decentralized Internet Resource Coallocation”, IEEE Transactions on Systems Man and Cybernetics: Part A-Systems and Humans, Vol. 34, No. 1, pp.123-131, 2004 (2004-01 발행)

• Jonghun Park and Tao Yang, “A Protocol for Fast Co-Allocation of Shared Web Services”, Lecture Notes in Computer Science, Vol. 2819, pp.191-202, 2003 (2003-09 발행)

• Jonghun Park and Spyros Reveliotis, “Policy Mixtures: A Novel Approach for Enhancing the Operational Flexibility of Resource Allocation Systems with Alternate Routings”, IEEE Transactions on Robotics and Automation, Vol. 18, No.4, pp.616-620, 2002 (2002-08 발행)

• Jonghun Park and Spyros Reveliotis, “Liveness-Enforcing Supervision for Resource Allocation Systems with Uncontrollable Behavior and Forbidden States”, IEEE Transactions on Robotics and Automation, Vol. 18, No. 2, pp.234-240, 2002 (2002-04 발행)

• Jonghun Park, Spyros Reveliotis, Douglas Bodner, and Leon F. McGinnis, “A Distributed, Event-Driven Control Architecture for Flexibly Automated Manufacturing Systems”, International Journal of Computer Integrated Manufacturing, Vol. 15, No. 2, pp.109-126, 2002 (2002-03 발행)

• Jonghun Park and Spyros Reveliotis, “Deadlock Avoidance in Sequential Resource Allocation Systems with Multiple Resource Acquisitions and Flexible Routings”, IEEE Transactions on Automatic Control, Vol. 46, No. 10, pp.1572-1583, 2001 (2001-10 발행)

• Jonghun Park, Spyros Reveliotis, Douglas Bodner, Chen Zhou, Jennfong Wu, and Leon F. McGinnis, “High-Fidelity Rapid Prototyping of 300mm Fabs through Discrete Event Systems Modeling”, Computers in Industry, Vol. 45, No. 1, pp.79-98, 2001 (2001-05 발행)

• Jonghun Park, Spyros Reveliotis, Mark Lawley, and Placid Ferreira, “Correction to the RUN DAP for Conjunctive RAS Presented in “Polynomial-Complexity Deadlock Avoidance Policies for Sequential Resource Allocation Systems””, IEEE Transactions on Automatic Control, Vol. 46, No. 4, pp.672-672, 2001 (2001-04 발행)

• Jonghun Park and Spyros Reveliotis, “Algebraic Synthesis of Efficient Deadlock Avoidance Policies for Sequential Resource Allocation Systems”, IEEE Transactions on Robotics and Automation, Vol. 16, No. 2, pp.190-196, 2000 (2000-04 발행)

• Jonghun Park, Jin-Woo Park, and Jongwon Kim, “A Generic Event Control Framework for Modular Flexible Manufacturing Systems”, Computers and Industrial Engineering, Vol. 38, No. 1, pp.107-123, 2000 (2000-01 발행

Conference Papers

• Sangwoong Yoon1, Woo Young Kang, Sungwook Jeon, SeongEun Lee, Changjin Han, Jonghun Park, and Eun-Sol Kim*, “Image-to-Image Retrieval by Learning Similarity between Scene Graphs”, The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), 2021

• Sanghoon Hong, Hunchul Park, Jonghyuk Park, Sukhyun Cho, Heewoong Park, “HintPose”, The Most Innovative Award, Joint COCO and Mapillary Workshop at International Conference of Computer Vision (ICCV) 2019, Seoul, Korea, http://cocodataset.org/workshop/coco-mapillary-iccv-2019.html.

• Jonggwon Park, Kyoyun Choi, Sungwook Jeon, Dokyun Kim and Jonghun Park, “A Bi-directional Transformer for Musical Chord Recognition”, Proc. of the 20th International Society for Music Information Retrieval Conference (ISMIR) 2019, Delft, Netherlands

• Soobin Suh, Dabi Ahn, Heewoong Park, and Jonghun Park, “Voice Conversion with Diverse Intonation using Conditional Variational Auto-Encoder”, Proc. of 5th Machine Learning in Speech and Language Processing Workshop (MLSLP-2018) Satellite workshop of Interspeech 2018, Hyderabad, India

• Heewoong Park, Sukhyun Choy, and Jonghun Park, “Word RNN as a Baseline for Sentence Completion”, Proc. of IEEE MNLP 2018

• Heewoong Park, Sukhyun Cho, Kyubyong Park, Namju Kim, and Jonghun Park, “TRAINING UTTERANCE-LEVEL EMBEDDING NETWORKS FOR SPEAKER IDENTIFICATION AND VERIFICATION”, Proc. of InterSpeech 2018

• Moon-jung Chae, Kyubyong Park, Jinhyun Bang, Soobin Suh, Jonghyuk Park, Namju Kim, and Jonghun Park, “CONVOLUTIONAL SEQUENCE TO SEQUENCE MODEL WITH NON-SEQUENTIAL GREEDY DECODING FOR GRAPHEME TO PHONEME CONVERSION”, Proc. of ICASSP 2018

• Joonseo Yun, Suna Kim, Yeonbin Son, Hyeontae An, Yerim Choi*, Jonghun Park, “Text Based Gender Classification Using Two Phase Approach”, International Conference on Intelligent Systems and Applications, 2017.07.23-27, Nice, France

• Yongseok Yang, Inbeom Park, Jaeseok Huh, Bohyoung Paeng, Sungmin Lim, and Jonghun Park, “Deep Reinforcement Learning for Smart Factory Operation”, The 2nd Pacific Rim Statistical Conference for Production Engineering, Seoul, Korea, Dec. 15-16, 2016

• Sungwook Jeon, Kilho Kim, Yerim Choi, Inbeom Park, Jaeseok Huh and Jonghun Park, “Mobile context inference using multimodal smartphone sensor data”, 3rd Intl. Conference on Soft Computing & Machine Intelligence (ISCMI 2016), Dubai, UAE, Nov. 23-25, 2016

• Yoonjung Kim, Yerim Choi, Solee Kim, Kyuyon Park, and Jonghun Park, “An ensemble model for gender classification of mobile users”, 7th International Conference on Computer Technology and Development (ICCTD 2015)

• Yerim Choi, Jonghun Park, and Dongmin Shin, “EEG Sensor Based Semi-Supervised Inattention Prediction Framework for Unmanned Aerial Vehicles”, The Sixth International Conference on Sensor Device Technologies and Applications: SENSORDEVICES 2015, August 23 – 28, 2015 – Venice, Italy

• Sungjun Lee, Yerim Choi, Seongmin Lim, and Jonghun Park, “A Spatio-Temporal Distance Based Clustering Approach for Discovering Significant Places from Trajectory Data”, International Conference on Computer Science, Data Mining and Mechanical Engineering (ICCDMME’2015) April 20-21, 2015 Bangkok

• Jaemin Jo, Jaeseok Huh, Jonghun Park, Bohyoung Kim, and Jinwook Seo, “LiveGantt: Interactively Visualizing a Large Manufacturing Schedule”, Proceedings of the IEEE VIS 2014

• In-Beom Park*, Yoonjung Kim, Yong-Seok Yang, Beom-Suk Chung, Junseok Lim, and Jonghun Park, ” A Two-Phase Method for Solving Tire Production Planning Problem”, in Proceedings of The 10th IEEE International Conference on Automation Science and Engineering (CASE 2014), Taipei, Taiwan, August 18-22, 2014

• Jonghun Park*, Beom-Suk Chung, Yongsuk Yang, Junseok Lim, In-Beom Park, and Heewong Park, “Instant Planning with Case Based Reasoning”, The 20th Conference of the International Federation of Operational Research Societies (IFORS), Barcelona, Spain, 13-18 July 2014

• Yerim Choi*, Namyeon Kwon, Jooshik Yoon, Sungwook Jeon, Bo-Hyung Paeng, Jonghun Park, and Dongmin Shin, “A semi-supervised attributes-weighting clustering method for inattention prediction in human-machine interaction systems”, the 14th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2013), 2013

• Yongsuk Yang, Junseok Lim, Beom-suk Chung, Sungmin Lim, Sung-jun Lee, Yerim Choi, Jonghun Park, and Jae Hoon Jin, “CHURN PREDICTION FOR A MASSIVELY MULTIPLAYER ONLINE ROLE-PLAYING GAME USING A HIDDEN MARKOV MODEL”, IADIS International Conference on Internet Technologies & Society 2012 (ITS 2012), Perth, Australia, 28 – 30 November, 2012

• Kwanho Kim, Beom-suk Chung, Yongsuk Yang, and Jonghun Park, “A Feature-Based Item Ranking Approach to Itemset Construction in Price Comparison Shopping Services”, International Conference on Computer, Networks, Systems, and Industrial Applications, Jeju Island, Korea, July 16-18, 2012

• Beom-Suk Chung, Kwanho Kim, Sungmin Lim, and Jonghun Park, “Improving Multi-Class Text Classification Performance by Combining Support Vector Machine and Random Forest Classifiers”, International Conference on Computer, Networks, Systems, and Industrial Applications, Jeju Island, Korea, July 16-18, 2012

• Sungjun Lee, Sangjin Lee, Kwanho Kim, and Jonghun Park, “Bursty Event Detection from Text Streams for Disaster Management”, First International Workshop on Social Web for Disaster Management (SWDM), World Wide Web Conference, April 17, 2012 – Lyon, France (Ack SRC, NRF2010)

• Kwanho Kim, Beom-Suk Chung, Ye Rim Choi, and Jonghun Park, “Semantic Pattern Tree Kernels for Short-text Classification”, International Workshop on Cloud and Social Networking, Sydney, Australia, December 12-14, 2011

• Jonghun Park, “A Hidden Markov Model for Sequence Data Classification”, 2011 SNU-HU/GCOE Collaborative Workshop on Advanced 3D Modeling and Sensing for Complex Objects and Environments, Seoul, Korea, Nov. 16-17, 2011 (Invited; Ack NRF2010*100; SNU+NRF)

• Yongwook Shin and Jonghun Park, “A Latent Structural SVM for Automatic Keyword Extraction from Microblogs”, 2011 SNU-HU/GCOE Collaborative Workshop on Advanced 3D Modeling and Sensing for Complex Objects and Environments, Seoul, Korea, Nov. 16-17, 2011 (Ack NRF2010*100; SNU+NRF)

• Yong-Seok Yang, Kwanho Kim, Beom-Suk Chung, and Jonghun Park, “A Scalable Real-Time Search Engine for Fast Retrieval of Social Media Content,” Proceedings of The Second Workshop on Ubiquitous Crowdsourcing, Beijing, China, Sep. 18, 2011 (Ack NRF2010*100; SNU+NRF)

• Jonghun Park, “Real-time web: new challenges in search and text mining”, HU-SNU GCOE Collaborative Workshop on Advanced 3D Modeling and Sensing for Complex Objects and Environments, Hokkaido University, Japan, Nov. 26, 2010 (Invited; Ack NRF2010*100; SNU+NRF)

• Jonghun Park, “Retrieval Models for Information Discovery from Real-Time Web”, The 1st International Workshop on Semantic Web, Mobile Web, and Social Networks, KAIST, Daejeon, Korea, Nov. 4 ~ Nov. 5, 2010 (Invited; Ack NRF2010*100; SNU+NRF)

• Yongwook Shin and Jonghun Park, “An SVM Based Approach to Feature Selection for Topical Relevance Judgement of Feeds””, Proceedings of the SIGIR 2010 Workshop on Feature Generation and Selection for Information Retrieval, (July 23, 2010; Geneva, Switzerland) (Ack NRF2010*100; SNU+NRF)

• Jonghun Park, “Real-Time Web Search: The Road Ahead”, The 6th International Conference on Social Software, Jeju, Korea | 15-16 September 2009 (2009-09 발행; Invited)

• Sangjin Lee and Jonghun Park, “A Scoring Function for Retrieving Photo Sets with Broad Topic Coverage”, Proceedings of the 5th International Conference on Digital Content, Multimedia Technology and its Applications (ACK KOSEF 2009-08 발행)

• Yong Ki Lee, Sung Jun Lee, and Jonghun Park, “Tag-based Object Similarity Computation Using Term Space Dimension Reduction”, Proceedings of the 32nd Annual ACM SIGIR Conference (ACK KOSEF 2009-07 발행)

• Min-Jeong Kim and Jonghun Park, “A Study on Measurements Model for the Business Performance in Mobile User Interface”, Proceedings of HCI International Conference, 2009, 19-24 July 2009, San Diego, CA, USA (2009-07 발행)

• Choong-Hyun Lee, Sang-Chan Park, Jonghun Park, Jung-Woo Lee, and Su-Jung Sung, “Developing e-Business Technology Roadmap: A Field Study”, Proceedings of the 2007 International joint Conference on e-Commerce, e-Administration, e-Society, and e-Education, Hong Kong, 15-17, August 2007 (2007-08 발행)

• Mi Kyoung Won, Jonghun Park, and Cheol Lee, “Icon-based Communication for Global Interactions”, Proceedings of HCI International 2007 Conference, Jul. 2007 (2007-07 발행)

• Jonghun Park, Wan Lee, Jae-Yoon Jung, and Kangchan Lee, “Incorporation of User Preferences into Mobile Web Service Conversations”, Proceedings of HCI International 2007 Conference, Jul. 2007 (2007-07 발행)

• Jonghun Park, Cheolkyu Jee, Kwanho Kim, Seung-Kyun Han, Wan Lee, Duksoon Im, and Noyoon Kim, “An Integrated Approach to Process-Driven Business Performance Monitoring and Analysis for Real-Time Enterprises”, Proceedings of the First International Workshop on Business Intelligence for the Real Time Enterprise (BIRTE), Seoul, Korea, Sep. 2006 (2006-09 발행)

• Jonghun Park, Seung-Kyun Han, Mi Kyoung Won, and Young-Chae Na, “Communication Supports for Building World Wide Internet Game Communities”, Proceedings of the 5th International Conference on Entertainment Computing, Cambridge, UK, Sep. 2006 (2006-09 발행)

• Jaeyoon Jung, Jonghun Park, Seung-Kyun Han, and Kangchan Lee, “Event-based Peer-to-Peer Process Enactment for Ubiquitous Web Service Devices”, Proceedings of the 2nd International Workshop on Grid and Peer-to-Peer based Workflows, Vienna, Austria, Sep. 2006 (2006-09 발행)

• Kangchan Lee, Wonsuk Lee, Jonghong Jeon, Seungyun Lee, and Jonghun Park, ” A Preference Profile for Automating Web Services Conversation in Mobile Environment”, Proceedings of the 64th IEEE Vehicular Technology Conference, 2006 (2006-09 발행)

• Jonghun Park and Byung-hyun Ha, “Automatic Extraction of Conversation Protocols from a Choreography Specification of Ubiquitous Web Services”, Proceedings of The 2nd IFIP International Symposium on Network Centric Ubiquitous Systems, Seoul, Korea, Aug. 2006 (2006-08 발행)

• Jaeyoon Jung, Seung-Kyun Han, Jonghun Park, and Kangchan Lee, “WS-ECA: An ECA Rule Description Language for Ubiquitous Services Computing”, Proceedings of the 15th World Wide Web Conference: MobEA IV – Empowering the Mobile Web, Edinburgh, Scotland, May 2006 (2006-05 발행)

• Kangchan Lee, Wonsuk Lee, Jonghong Jeon, Seungyun Lee, and Jonghun Park, “Event-driven Coordination Rule of Web Services enabled Devices in Ubiquitous Environments”, Proceedings of W3C Ubiquitous Web Workshop, Tokyo, Japan, March 2006 (2006-03 발행)

• Kangchan Lee, Wonsuk Lee, Jonghong Jeon, Seungyun Lee, and Jonghun Park, “Conversation Preference Profile for Mobile Web Service”, Proceedings of the 8th International Conference on Advanced Communication Technology, 2006 (2006-02 발행)

• Jonghun Park, Seung-Kyun Han, Wan Lee, “xPIA: A BPMS-Enabled Executable Framework for Continuous Process Improvement”, Proceedings of the Fifth Asian e-Business Workshop, Jeju, Korea, Aug. 24-27, 2005 (2005-08 발행)

• Jonghun Park, “Enhancing the Interoperability Between Business Processes through Automatic Generation of Conversation Protocols”, Proceedings of The 5th International Conference on Web Engineering: Workshop on Agent-Based Web Engineering, Sydney, Australia, Jul. 25-29, 2005, (2005-07 발행)

• Jonghun Park, Wan Lee, and Kangchan Lee, “Incorporating Preferences into Web Service Conversations”, Proceedings of the 14th World Wide Web Conference: MobEA III – Customer Focused Mobile Services, Chiba, Japan, , May 2005 (2005-05 발행)

• Seung-Kyun Han, Jonghun Park, and Ki-Seok Choi, “Designing an Efficient Web Service Transaction Protocol Using 2PC and THP”, Proceedings of the e-Business World Conference, Seoul, Korea, Mar. 2005 (2005-03 발행)

• Kangchan Lee, Wonsuk Lee, Jonghong Jeon, Seungyun Lee, and Jonghun Park, “WS-CPP (Web Services Conversation Preference Profile)”, Proceedings of the e-Business World Conference, Seoul, Korea, Mar. 2005 (2005-03 발행)

• Jae-Won Lee, Euyseok Hong, and Jonghun Park, “A Q-Learning Based Approach to Design of Intelligent Stock Trading Agents”, Proceedings of the IEEE International Engineering Management Conference, Singapore, Oct. 2004 (2004-10 발행)

• Jonghun Park, “A High Performance Protocol for Fast Execution of Composite Web Services”, Proceedings of the 33rd International Conference on Computers & IE, Jeju, Korea, Mar. 2004 (2004-03 발행)

• Jonghun Park, “Recent advances in web services composition and their implications to seamless business process integration”, Proceedings of the e-Business World Conference, Seoul, Korea, Feb. 2004 (2004-02 발행)

• Jonghun Park, “Towards the Automatic Composition of Co-Business Processes”, Proceedings of the International Symposium on Applications and the Internet, Tokyo, Japan, Jan. 2004 (2004-01 발행)

• Jonghun Park, “An XSLT Based Framework for Automating Peer-To-Peer Interactions between Complex Business Processes”, Proceedings of the Asia Pacific Symposium on Intelligent and Evolutionary Systems: Theory and Applications, Kitakyushu, Japan, Nov. 2003 (2003-11 발행)

• Jonghun Park and Ki-Seok Choi, “Design of an Efficient Tentative Hold Protocol for Automated Coordination of Multi-Business Transactions”, Proceedings of the IEEE Conference on E-Commerce, Newport Beach, California, Jun. 2003 (2003-06 발행)

• Jonghun Park and Tao Yang, “A Protocol for Fast Co-Allocation of Shared Web Services”, Proceedings of the 4th International Workshop on Technologies for E-Services, Berlin, Germany, Sep. 2003 (2003-09 발행)

• Jonghun Park, “A Scalable Protocol for Deadlock and Livelock Free Co-Allocation of Resources in Internet Computing”, Proceedings of the Symposium on Applications and the Internet, Orlando, Florida, Jan. 2003 (2003-01 발행)

• Jonghun Park and Spyros Reveliotis, “Liveness Enforcing Supervision for Resource Allocation Systems with Forbidden States and Uncontrollable Events”, Proceedings of the IEEE International Conference on Robotics & Automation, Washington D.C., May 2002 (2002-05 발행)

• Hansoo Kim, Jonghun Park, Chen Zhou, Sugje Sohn, Ying Wang, Douglas Bodner, and Leon McGinnis, “A High-Fidelity, Web-Based Simulator for 300mm Wafer Fabs”, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Tucson, Arizona, Oct., 2001 (2001-10 발행)

• Jonghun Park and Spyros Reveliotis, “Algebraic Deadlock Avoidance Policies for Conjunctive / Disjunctive Resource Allocation Systems”, Proceedings of the IEEE International Conference on Robotics & Automation, Seoul, Korea, May 2001 (2001-05 발행)

• Jonghun Park, Spyros Reveliotis, Douglas A. Bodner, Chen Zhou, and Leon F. McGinnis, “A Colored Petri Net-based Approach to the Design of 300mm Wafer Fab Controllers”, Proceedings of the IEEE International Conference on Robotics & Automation, Seoul, Korea, May 2001 (2001-05 발행)

• Jonghun Park and Spyros Reveliotis, “A Polynomial-Complexity Deadlock Avoidance Policy for Sequential Resource Allocation Systems with Multiple Resource Acquisitions and Flexible Routings”, Proceedings of the IEEE International Conference on Decision & Control, Sydney, Australia, Dec. 2000, pp.2663-2669 (2000-12 발행)

• Jonghun Park, Spyros Reveliotis, Douglas Bodner, Chen Zhou, Jennfong Wu, and Leon F. McGinnis, “High-Fidelity Rapid Prototyping of the Real-Time Fab Operations through Discrete Event System Modeling”, Proceedings of the International Conference on Modeling and Analysis of Semiconductor Manufacturing, Tempe, Arizona, May 2000, pp.163-171 (2000-05 발행)

• Jonghun Park, Douglas Bodner, Jin Y. Choi, Leon F. McGinnis, Spyros Reveliotis, Jennfong Wu, and Chen Zhou, “A Formal Specification Approach to Design Generic Software for Control of High-Fidelity Virtual Factory”, Proceedings of the Industrial Engineering Research Conference, May 2000 (2000-05 발행)

• Jonghun Park and Spyros Reveliotis, “Enhancing the Flexibility of Algebraic Deadlock Avoidance Policies through Petri Net Structural Analysis”, Proceedings of the IEEE International Conference on Robotics & Automation, San Francisco, California, USA, Apr. 2000, pp.3371-3376 (2000-04 발행)

• Spyros Reveliotis and Jonghun Park, “Petri Net Based Design of Efficient Deadlock Avoidance Policies for Sequential Resource Allocation Systems”, Proceedings of the 37th Annual Allerton Conference on Communication, Control, and Computing, Allerton Park, Illinois, Sep. 1999 (1999-09 발행)

• Douglas Bodner, Jonghun Park, Spyros Reveliotis, and Leon F. McGinnis, “Integration of Structural and Performance-Oriented Control in Flexibly Automated Manufacturing”, Proceedings of the IEEE / ASME International Conference on Advanced Intelligent Mechatronics, Atlanta, Georgia, Sep. 1999, pp. 490-495 (1999-09 발행)

• Spyros Reveliotis and Jonghun Park, “Petri Net Structural Analysis and Deadlock Avoidance in Single-Unit Resource Allocation Systems”, Proceedings of the Industrial Engineering Research Conference, Phoenix, Arizona, May 1999 (1999-05 발행)

• Jonghun Park, Sangkyun Kim, and Jin-Woo Park, “A Discrete Event Control Approach to Robotic Cell Operating System Design”, Proceedings of the Fourth International Conference on Control, Automation, Robotics and Vision, Westin Stamford, Singapore, Dec. 1996, pp. 985-989 (1996-12 발행)

• Jonghun Park, Jongwon Kim, Jin-Woo Park, and Wook Hyun Kwon, “Distributed Control of Automated Manufacturing Systems in an Agent-Based Architecture”, Proceedings of the Fourth International Conference on Control, Automation, Robotics and Vision, Westin Stamford, Singapore, Dec. 1996, pp. 1304-1308 (1996-12 발행)

• Jonghun Park, Jin-Woo Park, and Chikuhn Lee, “FMS Scheduling Strategies in a Distributed Coordination Environment”, Proceedings of the 4th Pacific Conference on Manufacturing, Seoul, Korea, Oct. 1996, pp.344-349 (1996-10 발행)

• Chikuhn Lee, Jonghun Park, and Juneha Kim, “Development of Integrated Configurable Application Builder based on Object-Oriented Framework”, Proceedings of the 1995 International Conference on Applications of Databases, San Jose, California, Dec. 1995, pp. 24-30 (1995-12 발행)

• Jonghun Park, Jin-Woo Park, Joongwon Woo, Jongwon Kim, and Wook Hyun Kwon, “An Object-Based Run-Time Executive for Control of Flexible Manufacturing Systems”, Proceedings of the IEEE International Conference on Systems, Man, & Cybernetics, Vancouver, British Columbia, Canada, Oct. 1995, pp. 103-108 (1995-10 발행)

Technical Reports

• HEEWOONG PARK, SUKHYUN CHO, AND JONGHUN PARK, “Learning a Word-Level Language Model with Sentence-Level Noise Contrastive Estimation for Contextual Sentence Probability Estimation”, 2021, https://arxiv.org/abs/2103.07875

Books / Book Chapters

• M. Zhou and M. Fanti (Eds), Deadlock Resolution in Computer-Integrated Systems (Jonghun Park, Chapter 16: Deadlock Resolution in Large-Scale Internet Computing, pp.555-584 ), Marcel Dekker, 2004, 총 670면 편저 (2004-12 발행)

 

Patents

• Jonghun Park, Content recommendation apparatus and method using the tag cloud, China Patent, 중국출원번호: 200810178287.1, 중국출원일: 2008.11.19, 우선권번호: 10-2007-0117987, 우선일: 2007.11.19; 등록번호: ZL200810178287.1, 등록일: 2014.02.12

• Jonghun Park, Content recommendation apparatus and method using tag cloud, US Patent, Patent number: 8209337, Filing date: Nov 19, 2008, Application number: 12/273,710, Issue date: Jun 26, 2012

• Jonghun Park, Method and System for Publishing and Consuming Socially Filtered Web Content, Application Number: 61034090, Confirmation Number: 4552, Mar. 2008 발행

• Jonghun Park, Method and System for Providing Human Filtered and Organized Web Content, Application Number: 61021278, Confirmation Number: 1966, Jan. 2008 발행

International Standards

• An ECA Rules Description Language for Web Service Devices (WS-ECA), In Preparation for W3C Member Submission (Jonghun Park, Seung-Kyun Han, Jaeyoon Jung, Kangchan Lee), 2006

• Web Services Conversation Preference Profile (WS-CPP), In Preparation for W3C Member Submission (Jonghun Park, Wan Lee, Kangchan Lee), 2005

• Overview of Web Services Conversation Preference Profile,ASIA-PACIFIC TELECOMMUNITY (Kangchan Lee, Jonghun Park), 2005 발행

• Web Services Conversation Preferences Profile Requirements,ASIA-PACIFIC TELECOMMUNITY (Jonghun Park, Kangchan Lee), 2005 발행

• Recent advances in Web Services Choreography and Their Implications to NG-Web,ASIA-PACIFIC TELECOMMUNITY (Jonghun Park, Kangchan Lee), 2004 발행

Korean Journal Papers

• 허재석*, 박종헌, “제조라인의 학습기반 디스패처를 위한 디스패치 의사결정 평가 시각화시스템”, 한국전자거래학회지, Vol. 25, No.1, pp.1-12, Feb. 2020 (Ack NRF2015, ERI)

• 김길호, 최상우*, 채문정, 박희웅, 이재홍, 박종헌, “스마트폰 다종 데이터를 활용한 딥러닝 기반의 사용자 동행 상태 인식”, Journal of Intelligence and Information Systems (지능정보연구), Vol. 25, No. 1, March 2019 (Ack: 삼성전자, Affil: IISI)

• 허재석*, 박종헌, “재유입 다중칩 조립라인을 위한 인공신경망 기반의 다중 목적 함수 디스패치 규칙 선택 기법”, 한국정보기술학회 논문지, Vol.17, No.2, pp.1-11, Feb. 2019 (Ack: NRF-2015R1D1A1A01057496, 공학연구원)

• 기홍도, 이재홍, 박희웅, 채문정, 최상우, 박종헌, “스마트폰 어플리케이션 설치목록을 이용한 사용자 특성 추론”, 정보과학회논문지 제45권 제12호(2018. 12), pp. 1240-1249 (Ack 삼성전자, SRC2011)

• 인수교, 이재홍, 박희웅, 채문정, 최상우, 박종헌*, “군집화와 딥러닝을 활용한 스마트폰 센서 데이터로부터의 신장과 체중 추론 기법”, 정보과학회 컴퓨팅의 실제 논문지 제 24 권 제 9 호, (2018. 9), pp. 456-462 (Ack 삼성전자, SRC2011)

• 최예림*, 신동민, 박종헌, “무인전투기의 최적 행위 도출을 위한 사례 기반 추론 기법”, Journal of Information Technology and Architecture, Vol. 13. No. 1, March 2016, Pages 161-168 (Ack )

• 김윤정, 최예림, 김소이, 박규연, 박종헌, “스마트 기기의 멀티 모달 로그 데이터를 이용한 사용자 성별 예측 기법 연구”, Journal of Society for e-Business Studies (한국전자거래학회지), Vol.21, No.1, February 2016, pp.147-163 (Ack NRF2013)

• 최예림, 박규연, 김소이, 박종헌, “모바일 사용자의 성별 예측을 위한 식별 및 인기 단어 집합 기반 2단계 기기 내 분석”, Journal of Society for e-Business Studies, Vol. 21, No. 1, Feb. 2016 (Ack NRF2013)

• 최예림, 김소이, 박규연, 박종헌, “문서 기반 성별 예측을 위한 요인 추출 기법 및 한글 문서에의 적용 연구”, Entrue Journal of Information Technology, Vol. 14, No. 3, Dec. 2015 (Ack NRF2013)

• 최예림*, 박종헌, 신동완, “모바일 사용자의 잠재 관심 추론을 위한 앙상블 기법”, KIISE Transactions on Computing Practices (정보과학회 컴퓨팅의 실제 논문지), Vol. 21, No. 11, pp. 706-712, 2015. 11 (Ack NRF2013)

• 김소이, 최예림*, 김윤정, 박규연, 박종헌, “특징적 단어 및 이모티콘 집합을 활용한 모바일 기기 내 성별 예측 프레임워크”, KCC2015 우수발표 초청 심사 논문, KIISE Transactions on Computing Practices (정보과학회 컴퓨팅의 실제 논문지), Vol. 21, No. 11, pp. 733-738, 2015. 11 (Ack NRF2013)

• 김효진, 신동완, 박종헌, 이상구, “금융자산의 시장 미시구조 잡음에 대한 부트스트래핑 라그랑지 승수 검정”, 응용통계연구(The Korean Journal of Applied Statistics), Vol.28, No.2, pp.189-200, 2015

• 최예림*, 전승욱, 박종헌, 신동민, “dPCA-HMM을 이용한 전투기 조종사 모델링 연구”, 한국항공우주학회 논문집, Vol. 43, No. 1, 2015 (Ack NRF2013, ADD)

• 노맹석, 하일도, 이영조, 임요한, 이재용, 오희석, 신동완, 이상구 , 서진욱 , 박용태, 조성준, 박종헌, “이중 다단계 일반화 선형모형 적합을 위한 SRC-stat의 사용”, 응용통계연구(The Korean Journal of Applied Statistics), Vol.28 No.2 2015, 2015, pp. 343-351

• 하일도, 노맹석, 이영조, 임요한, 이재용, 오희석, 신동완, 이상구 , 서진욱 , 박용태, 조성준, 박종헌, “SRC-Stat 통계패키지를 이용한 생존분석”, 응용통계연구(The Korean Journal of Applied Statistics), Vol.28 No.2 2015, 2015, pp. 309-324

• 최예림*, 전승욱, 지철규, 박종헌, 신동민, “혼합 시퀀스 커널을 이용한 조종사의 비동적 행위 모델링”, 한국군사과학기술학회지, Vol.17, No. 6, 2014, pp. 773-785 (Ack ADD)

• 최예림, 권남연, 윤주식, 박종헌, 이호근, 김용덕, 김성호, 신동민, “BCI 기반 무인기 조종사 집중도 유지 지상 통제 프레임워크”, Entrue Journal of Information Technology, Vol. 12, No. 1, April 2013 (Ack ADD UCAV)

• Kwanho Kim, Beom-Suk Chung, Yongsuk Yang, Jae-Yoon Jung, and Jonghun Park, “A Cost-Conscious Item Grouping Method for Online Shopping Services,” Telecommunications Review, 제 22권 2호 ( 4월호), pp. 323-335, 2012 (Ack KSF, NRF2010, SRC, ERI)

• 이용기, 이승준, 이상진, 박종헌, “다중 용어 매핑을 통한 벡터공간에서의 태그기반 유사도 계산 기법”, Telecommunications Review, Vol. 19, No. 4, pp.655 -665, 2009 (Ack KOSEF, ERI; 2009-08 발행)

• 원미경, 이상진, 이승준, 박종헌, “소셜 뉴스 집적 서비스에서의 카테고리별 뉴스 수명주기 패턴 분석”, 한국전자거래학회지, vol. 14, no. 2, 2009, pp. 41-56 (Ack KOSEF; 2009-05 발행)

• 정재윤, 박종헌, “능동형 규칙 기반 유비쿼터스 프로세스 설계의 워크플로우 패턴 분석”, 한국전자거래학회지, Vol. 14, No. 1, 2009, pp. 35-56 (2009-02 발행)

• 이원석, 박종헌, 이규철, “WS-ECA 프레임워크 프로토콜”, 인터넷정보학회논문지, vol. 8, no. 6, 2007, pp. 55-73 (2007-12 발행)

• 김자희, 이완, 임덕순, 박종헌, “웹서비스를 이용한 HL7 호환 시스템 개발 방법론”, 대한의료정보학회지, Vol. 13, No. 4, 2007, pp. 361-374 (2007-12 발행)

• 정재윤, 박종헌, “유비쿼터스 프로세스 관리: 이벤트 기반의 서비스 프로세스 실현”, Telecommunications Review, Vol. 16, No. 4, 2006, pp.603-614 (2006-08 발행)

• Jonghun Park, Jongwon Kim, and Wook Hyun Kwon, “Specification of a Software Architecture and Protocols for Automated VLSI Manufacturing System Operation”, 제어자동화시스템공학회논문지, Vol.3, No.1, 1997, pp. 94-100 (1997-01 발행)

• Sangkyun Kim, Jonghun Park, Namkyu Park, and Jin-Woo Park, “Design and Specification of a Low-Level Control Software for an FMC using Supervisory Control Theory”,한국경영과학회지, Vol. 20, No. 2, 1995, pp. 159-181 (1995-02 발행)

• Jonghan Kim, Jonghun Park, and Jin-Woo Park, “A Mathematical Decision Making Model for Real-Time Scheduling of an FMS”, 대한산업공학회지, Vol.16, No.2, 1990, pp. 119-127 (1990-02 발행)

Korean Conference Papers

• 강명오, 김태준, 박종헌, “보컬 및 반주 스타일 변환 딥러닝 모델을 활용한 리메이크 노래 생성”, 대한산업공학회 춘계학술대회, 2024

• 채희웅, 김도균, 조석현, 성은채, 박종헌, “Contrastive learning for time series anomaly detection using decomposition methods”, 대한산업공학회 춘계학술대회, 2023. 6. 1 발표

• 이석기, 박종헌, “Improving the Performance of Music Genre Classification through Exploiting Artist Information”, 대한산업공학회 추계학술대회, 2022. 11. 4 – 11. 5. (11.4. 발표, 인천대학교)

• 오설아, 박종권, 이성은, 전승욱, 최교윤, 허완, 김이경, 박종헌, “코드 표기가 되어진 단성 악보의 종단간 광학적 음악 인식”,대한산업공학회/한국경영과학회 춘계공동학술대회, 2022. 6. 1 – 6.4. (6.3 발표), 제주

• 김재희, 정지문, 박종헌, “Dynamic Time Warping 기반 손실함수 개선을 통한 암호화폐 가격 예측 성능 향상 연구”, 대한산업공학회/한국경영과학회 춘계공동학술대회, 2022. 6. 1 – 6.4. (6.3 발표), 제주

• 김해성, 채문정, 박종헌, “Blood Pressure Estimation from PPG Signal with Transformed BP Label to Confidence Map”, 대한산업공학회/한국경영과학회 춘계공동학술대회, 2022. 6. 1 – 6.4. (6.3 발표), 제주

• 박인범, 박종헌, “심층강화학습 기반 반도체 패키징 라인의 생산일정계획”, 한국품질경영학회 춘계학술대회, 서울, 2022. 5. 20.

• 채문정, 박종혁, 방진현, 박종헌, “음성 합성 및 음성 인식 모델의 역번역 기반 준지도 학습 기법”, 대한산업공학회 춘계학술대회, 2019. 4. 12

• 정유민, 윤동현, 전승욱, 최상우, 박종헌, “센서 데이터를 이용한 심층학습 기반의 스마트폰 사용 여부 인지 모델 연구”, 대한산업공학회 춘계학술대회, 2019. 4. 12

• 최교윤, 전승욱, 김도균, 허완, 박종헌, “표기 규칙 준수 음악 생성을 위한 강화 학습 기반의 조정 기법 연구”, 대한산업공학회 춘계학술대회, 2018

• 조창성, 박희웅, 박종헌, “서포트 벡터 머신을 이용한 영상 내 군함 탐지”, 대한산업공학회 춘계학술대회, 2018

• 허재석, 박인범, 팽보형, 임성민, 김중균, 박종헌, 윤영민, 이호열, “반도체 패키징 라인의 TAT 감소와 설비 가동률 증가를 위한 딥러닝 기반의 디스패칭 기법”, 대한산업공학회 춘계학술대회, 2018

• 최상우, 이재홍, 박희웅, 채문정, 박종헌, “다중 웨어러블 센서 기반의 사용자 행동 인식을 위한 효율적인 합성곱 순환 신경망”, 대한산업공학회 춘계학술대회, 2018

• 이재홍, 박희웅, 채문정, 최상우, 박종헌, “사용자 특성 정보를 활용한 스마트폰 데이터 기반 고수준 컨텍스트 인지”, 대한산업공학회 춘계학술대회, 2018

• 허재석, 박인범, 팽보형, 임성민, 박종헌, 김관호, 윤영민, 이호열, “반도체 공정 스케줄의 의사 결정 단위 성능 평가를 위한 UI 시스템”, 2017년 대한산업공학회 춘계공동학술대회

• 진학은, 기홍도, 채문정, 허재석, 박종헌, “스마트기기 센서 데이터를 이용한 전투행동 예측 기법”, 대한산업공학회 추계학술대회, 2016. 11. 19.

• 박희웅, 박종헌, “로그인 아이디 형태소 분석과 은닉 마코프 모형을 이용한 사용자 정보 추론”, 2016 한국BI데이터마이닝학회 추계학술대회, 2016. 11. 18, 연세대학교

• 박희웅, 채문정, 기홍도, 인수교, 진학은, 박종헌, “스마트폰 설치 앱 목록을 활용한 사용자 프로파일링”, 2016 BI데이터마이닝학회 춘계학술대회, 2016. 4. 12.

• 박희웅, 박종헌, “상황에 의존적인 선호관계 분석을 위한 시각화 기법”, 한국컴퓨터종합학술대회 (KCC 2015), 2015.6.24.-26

• 김소이, 최예림, 김윤정, 박규연, 김길호, 박종헌, “특징적 단어 집합을 활용한 모바일 기기내 성별 예측 프레임워크”, 한국컴퓨터종합학술대회 (KCC 2015), 2015.6.24.-26

• 허재석, 양용석, 임성민, 박인범, 채문정, 김관호, 박종헌, “사례기반추론을 이용한 자동창고의 위치 할당 및 입/출고 순간 스케줄링 기법”, 대한산업공학회 춘계공동학술대회, 2015

• 채문정, 김윤정, 박종헌, “기울기 최적화를 이용한 혼합형 유전알고리즘 기반 다중커널 학습 기법”, 대한산업공학회 춘계공동학술대회, 2015

• 최예림, 인수교, 김길호, 전승욱, 박종헌, “모바일 사용자를 위한 앙상블 기반 잠재 관심 콘텐트 예측 기법 연구”, 2015년 BI/데이터마이닝학회 춘계학술대회, 2015.4.3

• Sarat Dass*, Jaeyong Lee, Kyoungjae Lee, and Jonghun Park, “Approximate Posterior Inference for Differential Equation Models”, 한국BI데이터마이닝학회 추계학술대회, 2014

• 전승욱, 윤주식, 이승준, 최예림, 임성민, 이준원, 박인범, 채문정, 박종헌, 이상구, “토픽 추출과 소셜 네트워크를 활용한 행렬 분해 기반 텍스트 컨텐츠 추천”, 한국BI데이터마이닝학회 추계학술대회, 2014

• 최예림, 전승욱, 박종헌, 신동민, “케이스 베이스 기반 조종사 최적 행위 도출 기법 연구”, 2014년 대한산업공학회 추계학술대회

• 박인범, 권남연, 정범석, 양용석, 임준석, 박종헌, “재유입 생산 시스템의 스케줄링을 위한 유전 알고리즘의 초기 해 수정 기법”, 2014년 대한산업공학회/한국경영과학회 춘계공동학술대회

• 이승준*, 최예림, 임성민, 이상구, 박종헌, “스마트 디바이스 위치 로그로부터 개인별 주요 장소 추출을 위한 클러스터링 기반 방법론”, 2014년 BI/데이터마이닝학회 춘계학술대회

• 최예림*, 전승욱, 박종헌, 신동민, “행렬인수분해 기법을 이용한 전투기 조종사의 행위 최적화”, 한국항공우주학회 춘계학술대회, 2014

• 전승욱, 최예림, 지철규, 박종헌, 신동민, “공중 전투 상황 정의를 위한 군집화 방법론 성능 비교 연구”, 한국군사과학기술학회 종합학술대회, 2014

• 임성민, 이승준, 윤주식, 박희웅, 박종헌, “스마트폰 센서 및 시공간 데이터 기반의 사용자 행위 예측”, 한국BI데이터마이닝학회 추계학술대회, 속초 델피노 리조트, 2013년 11월 29일(금)-11월 30일(토)

• 윤주식*, 권남연, 최예림, 박종헌, 신동민, “UAV을 위한 집중 유지 지원 프레임워크의 효과 검증 연구”, 2013년도 항공우주학회 추계학술대회, 2013년 11월 13일 – 15일, 라마다프라자제주호텔

• 최예림*, 전승욱, 박종헌, 신동민, “항공기 상태 변수를 위한 k-means 알고리즘 기반 자동 유형 분류 방법론”, 2013년도 항공우주학회 추계학술대회, 2013년 11월 13일 – 15일, 라마다프라자제주호텔

• 전승욱*, 최예림, 지철규, 박종헌, 신동민, “SVM 기반 에이전트 행위 모사를 위한 중요 변수 선택에 관한 연구”, 2013년도 한국군사과학기술학회 종합학술대회, 2013년 7월 4일~5일, 제주 국제컨벤션센터

• 최예림, 전승욱, 박종헌, 신동민, “통계적 학습 방법론 기반 전투기 조종사 판단 모의 모델”, 대한산업공학회 춘계공동학술대회, 2013.05.24-05.25. 전남 여수시 (Ack ADD)

• 권남연, 최예림, 윤주식, 하태현, 신동민, 박종헌, “BCI 기반 무인항공기 조종사 집중도 하락 예측 및 경보 발생 프레임워크”, 대한산업공학회 춘계공동학술대회, 2013.05.24-05.25. 전남 여수시 (Ack ADD)

• 최예림, 전승욱, 박종헌, 신동민, 지철규, “지지기반벡터를 이용한 전투기 조종사 행위 자동 생성”, 한국항공우주학회 춘계학술대회. 2013년 4월 10일(수) – 12일(금), 하이원리조트 컨벤션호텔 (강원도 정선군 소재) (Ack ADD)

• 이승준, 연종흠, 윤주식, 임성민, 이상구, 권태경, 박종헌, 심은수, “스마트 리얼리티 환경 기반 구축을 위한 모바일 센싱 및 라벨링 수집 플랫폼”, 한국BI데이터마이닝학회, 2012 추계학술대회, 2012.11.30-12.01

• 정범석, 임준석, 박인범, 박종헌, 서민석, “시뮬레이션과 기계학습에 기반한 재유입 생산 시스템의 스케쥴링 최적화”, 한국BI데이터마이닝학회, 2012 추계학술대회, 2012.11.30-12.01

• 정범석, 양용석, 임준석, 임성민, 박종헌, “사용자 별 게임 로그 분석을 통한 HMM 기반의 이탈 분류 모델”, 대한산업공학회 추계학술대회, 한양대학교, 안산, 2012.11.02 (우수논문상)

• 임성민, 김관호, 정범석, 박종헌, “텍스트 분류 정확도 향상을 위한 분류 보류 데이터 선정 방법론 연구”, 대한산업공학회 추계학술대회, 한양대학교, 안산, 2012.11.02

• 신용욱, 이승준, 박종헌 “단문 소셜 미디어 문서로부터의 자동 토픽 추출”, 한국BI데이터마이닝학회 2011 추계학술대회, 고려대학교, 서울, 2011. 12. 02

• 이상진, 이승준, 권남연, 강용우, 박성규, 이대형, 박종헌, “AHP 기반의 스마트 모바일 시스템 구축 타당성 평가 방법론”, 대한산업공학회 추계학술대회, 숭실대학교, 서울, 2011.11.05 (Ack NRF2010*100; SNU+NRF)

• 신용욱, 박종헌, “Automatic tag extraction from short snippets using structural dependencies between terms”, 2011 대한산업공학회/한국경영과학회 춘계공동학술대회, 송도컨벤시아, 인천, 2011.5.26-2011.5.27 (Ack NRF2010*100; SNU+NRF)

• 김관호, 정범석, 양용석, 박종헌, “가격비교서비스에서 아이템셋 생성을 위한 아이템 랭킹기법”, 2011 대한산업공학회/한국경영과학회 춘계공동학술대회, 송도컨벤시아, 인천, 2011.5.26-2011.5.27 (Ack NRF2010*100; SNU+NRF)

• 이상진, 이승준, 박종헌, “메타 블로그 사이트에서의 선형 SVM 기반 텍스트 분류 방법론 연구”, 2011 대한산업공학회/한국경영과학회 춘계공동학술대회, 송도컨벤시아, 인천, 2011.5.26-2011.5.27 (Ack NRF2010*100; SNU+NRF)

• 신중길, 임준석, 박종헌 ,”최적 우선 탐색을 이용한 블로고스피어 크롤링”, 2010 대한산업공학회/한국경영과학회 춘계공동학술대회, 라마다프라자 제주호텔, 2010.06.03-06.04 (Ack NRF2010*100; SNU+NRF)

• 이상진, 이승준, 박종헌, “실시간 뉴스 스트림으로부터의 신규 이벤트 탐지 알고리즘 성능 평가”, 2010 대한산업공학회/한국경영과학회 춘계공동학술대회, 라마다프라자 제주호텔, 2010.06.03-06.04 (Ack NRF2010*100; SNU+NRF)

• 양용석, 김관호, 정범석, 박종헌, “대용량 실시간검색엔진의 구조와 발행/구독 기술기반의 구현방안”, 2010 대한산업공학회/한국경영과학회 춘계공동학술대회, 라마다프라자 제주호텔, 2010.06.03-06.04 (Ack NRF2010*100; SNU+NRF)

• 신용욱, 여주엽, 박종헌, “재고 이론을 이용한 실시간 검색 엔진 색인 최신성 최적화 모형”, 2010 대한산업공학회/한국경영과학회 춘계공동학술대회, 라마다프라자 제주호텔, 2010.06.03-06.04 (Ack NRF2010*100; SNU+NRF)

• 이용기, 박종헌, “용어 공간 차원축소를 이용한 태그 기반의 객체간 유사성 계산 알고리즘”, 한국경영정보학회 추계학술대회, 2008 (2008-11, 발행 Ack KOSEF)

• 한승균, 이상진, 박종헌, “블로그 검색을 위한 태그 기반 피드 포스트 랭킹 알고리즘”, 한국경영정보학회 추계학술대회, 2007 (2007-11, 발행 Ack KOSEF)

• 최정욱, 이승준, 박종헌, “확산 모형을 활용한 온라인 게임의 수요확산 패턴 비교 분석”, 한국경영정보학회 추계학술대회, 207 (2007-11, 발행 Ack KOSEF)

• 이완, 정범석, 박종헌, “웹 서비스 코리오그래피의 상호운용성 지원을 위한 XML 언어 개발”, 한국경영정보학회 추계학술대회, 2007 (2007-11, 발행 Ack KOSEF)

• 임덕순, 이용기, 박종헌, “HL7기반 의료정보시스템의 상호운용성을 위한 코리오 그래피 변환 방법론”, 한국경영정보학회 추계학술대회, 2007 (2007-11, 발행 Ack KOSEF)

• Jang-Hwan Sung and Jonghun Park, “An Approach to Credibility Enhancement of Automated Collaborative Filtering System through Accommodating User’s Rating Behavior”, 한국경영정보학회 춘계국제학술대회, 2007 (2007-06 발행)

• 윤장혁, 박종헌, “양면시장에서 경쟁 핵심요인 분석:시스템 다이내믹스 접근을 통한 온라인 마켓플레이스 기업을 중심으로”, 대한경영학회 추계학술대회, 2006 (2006-12 발행)

• 공택영, 박종헌, “모바일 서비스 설계의 중요 요인 도출을 위한 계층적 분석”, 기술경영경제학회 하계학술대회, 2006 (2006-06 발행)

• 나영채, 박종헌, “온라인에서의 구매 후 제품 평가 시스템의 신뢰성 강화: 협력적 필터링 기법을 이용”, 기술경영경제학회 하계학술대회, 2006년 6월 (2006-06 발행)

• 김자희, 박종헌, 이완, 임덕순, “HDF 기반의 웹서비스 개발 방법론”, 대한의료정보학회 추계학술대회, 2005 (2005-11 발행)

• 김자희, 이완, 박종헌, “Web Services 기반의 Semantic Interoperability 구현 방안”, 대한의료정보학회 춘계학술대회, 2005 (2005-06 발행)

• 임덕순, 박종헌, 차석일, “An approach to computing master/slave choreographies from a web service orchestration specification using FSP and LTS formalisms”, u-Korea를 위한 전자거래 종합학술대회, 2004 (2004-10 발행)

• 임덕순, 박종헌, 차석일, “Abstract WS-BPEL을 이용한 choreography 정의”, 대한산업공학회 추계학술대회, 2004 (2004-11 발행)

• 이재용, 박종헌, 권용찬, 신용욱, 최돈오, 지철규, 이태호, “항공기 개발을 위한 비용추정관계식에 대한 비교 분석 연구”, 항공우주 무기체계 발전세미나, 2004 (2004-10 발행)

Korean Books / Book Chapters

• 매일경제 기획팀 , 서울대 빅데이터 센터, 빅데이터 세상: 당신의 숨겨진 욕망까지 읽어드립니다, 매경출판, 264쪽, 2014.07.25. 공저자

• 이병곤, 윤명환, 박종헌, 박진우, RTE: 시간경쟁우위 실시간 기업, 시그마 인사이트컴, 2005, 총 246면 역서 (2005-07 발행)

Korean Magazine Articles

• 박종헌, “데이터과학과 산업공학”, IE 매거진, 18권 4호, 2011, pp.22-24

• 박종헌, “BPM 기술동향”, 소프트웨어산업, 통권 66호, 한국소프트웨어산업협회, 2006, pp. 14-19 (2006-11 발행)

• 박종헌, “BPM을 통한 6 시그마의 완성”, IT Business Journal, 2005, 2004-03 발행

• 박종헌, “u-Korea 건설을 위한 견인 기술”, IE 매거진 11(2), pp.53-57, 대한산업공학회, 2004, 2004-12 발행

• 박종헌, “프로세스 혁신과 BPM”, IE 매거진 11(1), pp.19-24, 대한산업공학회, 2004, 2004-06 발행

• 박종헌, “4G 모바일 시스템을 향하여”, IE 매거진 10(2), pp.30-35 ,대한산업공학회, 2003, 2003-12 발행

Korean Patents

• 신동민, 박종헌, 최예림, 전승욱, 지철규, “사용자의 뇌파를 이용한 집중 상태 및 비집중 상태 검출 방법 및 그 장치”, 특허, 출원번호 10-2015-0114823, 출원인: 국방과학연구소, 등록번호: 10-1640788, 등록일 : 2016년 7월 13일

• 신동민, 박종헌, 최예림, 전승욱, 지철규, “혼합시퀀스 커널과 지지기반벡터를 이용한 전투기 조종사의 행위 모사 시스템”, PT20140439, 출원번호: 10-2015-0117517, 출원인: 국방과학연구소, 등록번호: 10-1585509, 등록일 : 2016년 1월 8일

• 박종헌, 페트리넷과 발사 추천기에 기반한 최적화 시스템 및 구현 방법, 출원번호: 10-2013-0092865, 관리번호 SNU-2014-0222 -> PCT 출원 (SNU-2014-0222-PCT, PCT/KR2014/007104), 2014.08.01; 국제출원번호 : PCT/KR2014/007104, 국제출원일자: 2014.08.01; 국내우선권 : 10-2013-0092865 (2013.08.06) -> 등록번호: 10-1617704; 등록일: 2016년04월27일

• 박종헌, 계획 검색 및 수정 기법을 이용한 고속 자원 할당 계획 방법 및 시스템, 출원번호: 10-2013-0091886, 관리번호 SNU-2014-0223, 등록번호: 10-1617689, 등록일자: 2016년04월27일

• 박종헌, “유사도 특성을 이용한 메타휴리스틱 알고리즘에 기반한 시스템 및 그 제어방법”, 출원번호: 10-2013-0052541, 관리번호 SNU-2014-0224, 등록번호: 10-1522306, 등록일자: 2015년5월15일

• 이상진, 다양한 방식의 피드 사용을 지원하는 피드 사용 서비스 제공자와의 연계를 위한 피드 검색 서비스 방법 및 그 장치, 출원번호: 제10-2009-0006404호, 특허 제10-1054830호 (등록일: 2011.08.01) -> Expired on Aug. 2014

• 박종헌, 용어 유사도를 이용하여 객체 간의 유사도를 계산하는 방법 및 시스템 (Method and System for Computing Similarity between Objects using Term Similarity), filed in Dec. 2007 (#10-2007-0131303) 발행 -> Given up

• 박종헌, 태그 클라우드를 이용한 콘텐츠 추천 장치 및 방법 (Apparatus and Method for Recommending Content Using Tag Cloud), filed in Nov. 2007 (# 10-2007-0117987) 발행 -> Filed for US Patent, Nov. 2008 (PCT) -> given up (Sep. 2015)

Korean Registered Software

• 신동민,박종헌,최예림,전승욱,지철규, 행위 표현 데이터 도출 모델 프로그램, C-2014-016946, SW20140111

• 신동민,박종헌,최예림,전승욱,지철규, 조종사 판단 모사 모델 프로그램, C-2014-016947, SW20140112

• 신동민,박종헌,최예림,전승욱,지철규, 조종사 판단 최적화 모델 프로그램, C-2014-016948, SW20140113

• dPCA-HMM 기반 조종사 판단 모사 모델

Korean Standards

• BPEL4WS의 상호운용을 위한 Choreography 변환, 한국정보통신기술협회 (TTA) TTAx.xx-xx.xxxx/R1 (박종헌), 2005

• BPEL4WS의 상호연동성을 위한 변환 가이드라인, ECIF 120:2004,ECIF (전자상거래 표준화 통합포럼) (박종헌), 2004 발행

Thesis

• 방진현, 계층적 문서 분류를 위한 심층 신경망 기반 라벨 간 관계 학습학습, Ph.D. Thesis, Seoul National University, 2023. 8

• 정지문, 주식 매매를 위한 강화학습에서의 대조적 표현학습 연구, MS Thesis, Seoul National University, 2023. 8.

• 박종권, 심층 신경망 기반의 음악 리드 시트 자동 채보 및 멜로디 유사도 평가, Ph.D. Thesis, Seoul National University, 2023. 2.

• 김재희, 동적 시간 정합 기반 손실함수의 개선을 통한 딥러닝 모델의 시계열 예측 성능 제고, MS Thesis, Seoul National University, 2023. 2.

• 이성은, 시각적 유사도와 의미적 유사도 간의 비율, 제어가 가능한 이미지 검색, MS Thesis, Seoul National University, 2023. 2.

• 김해성, 합성곱 신경망을 이용한 PPG 신호 기반 혈압 추정, MS Thesis, Seoul National University, 2023. 2.

• 이석기, 아티스트 정보 활용을 통한 음악 장르 분류 성능 향상 기법, MS Thesis, Seoul National University, 2023. 2.

• 오설아, 코드가 표기된 단성 악보의 종단 간 광학적 음악 인식, MS Thesis, Seoul National University, 2022. 8.

• 한창진, 주가 방향성의 다중 시점 예측을 위한 해석 가능한 Transformer 모델 연구, MS Thesis, Seoul National University, 2021. 8.

• 팽보형, 자기지도 기반 심층강화학습을 이용한 납기 제약 하에서의 셋업 스케줄링, PhD Thesis, Seoul National University, 2021. 8.

• 박종혁, Performance Improvement of Deep Autoencoders for Computer Vision Models Using Human Body Embeddings, PhD Thesis, Seoul National University, 2021. 8.

• 최교윤, Structural Melody Generation with Attribute Controllable Deep Neural Networks, PhD Thesis, Seoul National University, 2021. 8.

• 박희웅, 클로즈 형식 기계 독해를 위한 신경망 언어 모형의 전이 학습과 한국어로의 적응, PhD Thesis, Seoul National University, 2021. 2.

• 박인범, Real-Time Setup Change Scheduling for Semiconductor Packaging Facilities using Deep Reinforcement Learning, PhD Thesis, Seoul National University, 2020. 2.

• 김중균, 정규화 학습을 이용한 심층 강화학습 기반 반도체 패키징 라인 스케줄링 기법의 강건성 향상, MS Thesis, Seoul National University, 2019. 8.

• 허재석, Deep Neural Network Based Multi-Objective Dispatcher for Re-Entrant Manufacturing Lines, PhD Thesis, Seoul National University, 2019. 2.

• 최상우, 사용자 특성 정보를 활용한 스마트폰 센서 데이터로부터의 신체 정보 추론 성능 향상, MS Thesis, Seoul National University, 2019. 2.

• 서수빈, 조건부 변분 자동인코더 기반 변환 음성의 억양 다양화 방법 연구, MS Thesis, Seoul National University, 2018. 8.

• 이재홍, 사용자 특성 정보를 활용한 스마트폰 데이터 기반의 상황 인지 성능 향상, MS Thesis, Seoul National University, 2018. 8.

• 조창성, Support Vector Machine을 이용한 동영상 내 군함 검출, MS Thesis, Seoul National University, 2017. 8.

• 박규연, GPS 데이터를 활용한 캠퍼스 내 주요 장소 도출, MS Thesis, Seoul National University, 2017. 2.

• 인수교, 다종 센서 데이터를 활용한 딥 러닝 기반 신체 정보 추론, MS Thesis, Seoul National University, 2017. 2.

• 기홍도, 스마트폰 어플리케이션 설치목록을 이용한 사용자 프로파일링, MS Thesis, Seoul National University, 2017. 2.

• 진학은, 전투원 상황 인식을 위한 스마트기기 센서 기반 전투행동 분류, MS Thesis, Seoul National University, 2017. 2.

• 김길호, 스마트폰의 다종 데이터를 활용한 사용자의 동행 상태 인식, MS Thesis, Seoul National University, 2016. 8.

• 김소이, 스마트폰 센서 데이터를 이용한 사용자의 신체정보 추론 기법, MS Thesis, Seoul National University, 2016. 8.

• 최예림, 무인이동체 운용을 위한 통계적 학습 기반 인간 행위 및 상태 추론, PhD Thesis, Seoul National University, 2016. 2.

• 이승준, 라이프 로그 마이닝을 통한 사용자 행위 추론 및 목적지 예측, PhD Thesis, Seoul National University, 2016. 2.

• 임준석, 사례기반추론을 이용한 스케줄링 문제에서의 유사도 학습, PhD Thesis, Seoul National University, 2016. 2.

• 이준원, 사용자 상황 인식을 위한 스마트폰 데이터 기반 상태 분류 기법, MS Thesis, Seoul National University, 2016. 2.

• 김윤정, 스마트 기기 로그 데이터를 이용한 앙상블 기반 사용자 성별 예측 기법, MS Thesis, Seoul National University, 2015. 8.

• 정범석, 정보검색 기법과 진화 알고리즘을 이용한 반도체 패키징 라인 스케줄링, PhD Thesis, Seoul National University, 2014. 8.

• 권남연, 스케줄 검색 및 수정을 통한 반도체 패키징 라인 스케줄링 기법, MS Thesis, Seoul National University, 2014. 2.

• 윤주식, 행렬 분해 및 잠재 변수를 활용한 협업 필터링 기반 텍스트 컨텐츠 추천, MS Thesis, Seoul National University, 2014. 2.

• Kwanho Kim, An Integrated Approach to Itemset Construction for Price Comparison Shopping Services, PhD Thesis, Seoul National University, 2012. 8.

• 지철규, 웹 피드로부터의 효율적인 문서 수집을 위한 자원 할당 기법에 대한 연구, PhD Thesis, Seoul National University, 2012. 8.

• Yongwook Shin, Automatic Topic Extraction from Dynamic Text Streams, PhD Thesis, Seoul National University, 2012. 2.

• 이상진, 사용자 생성 태그를 이용한 멀티미디어 객체의 검색 및 추천에 관한 연구, PhD Thesis, Seoul National University, 2012. 2.

• 김민정, 사용자 분석에 기반한 모바일 사용자인터페이스 설계 및 경제성 평가에 관한 연구, PhD Thesis, Seoul National University, 2012. 2.

• 여주엽, 뇌-컴퓨터 인터페이스 기술을 이용한 무인 폭격기 조종사의 심리 상태 탐지, MS Thesis, Seoul National University, 2012. 2.

• Joongkil Shin, 복수개 분류기 합성을 통한 한국어 문서에서의 개체명 자동 인식 (Automatic Recognition of Named Entities from Korean Texts Using Multi-Classifier Bagging), MS Thesis, Seoul National University, 2011. 2.

• Yong-Suk Yang, A Study on Feed Profiling and Similarity Computation for Topical Feed Search, MS Thesis, Seoul National University, 2010

• Yong-Ki Lee, Tag-Based Object Similarity Computation Using Term Space Dimension Reduction, MS Thesis, Seoul National University, 2009

• Mi-Kyoung Won, Analysis of News Lifecycle Patterns in a Social News Aggregation Service, MS Thesis, Seoul National University, 2008

• Seung-Kyun Han, A Ranking Algorithm for Tag-Based Feed Post Search, MS Thesis, Seoul National University, 2007

• Jang-Hwan Sung, A Study on Credibility Enhancement of Collaborative Filtering System: Focus on Pearson Correlation Coefficient Method, MS Thesis, Seoul National University, 2007

• Duk-Soon Im, An Approach to Deriving Choreography Specifications for Interoperability Support between HL7-Based Medical Information Systems, MS Thesis, Seoul National University, 2007

• Wan Lee, Development of an XML-Based Language for Enhancing Interoperability of Web Service Choreographies, MS Thesis, Seoul National University, 2007

• Jung-Wook Choi, Comparative Analysis of Demand Diffusion Patterns in Online Game Industry, MS Thesis, Seoul National University, 2007

• Jang-Hyuk Yoon, A System Dynamics Approach to Analysis of Essential Competition Elements in Online Marketplaces Using Two-Sided Market Theory, MS Thesis, Seoul National University, 2007

• Noyoon Kim, An Integrated Approach to Monitoring Enterprise Wide Process Performances Using a Global Business Activity Model, MS Thesis, Seoul National University, 2006

• Taeg-Young Gong, A Hierarchical Analysis for Evaluation of Mobile Services Design Factors, MS Thesis, Seoul National University, 2006

• Young-Chae Na, A Study on Credibility Enhancement of Online Reputation Systems Using Collaborative Filtering, MS Thesis, Seoul National University, 2006

• Jonghun Park, Structural Analysis and Control of Resource Allocation Systems Using Petri Nets, PhD Thesis, Georgia Institute of Technology, 2000

• Jonghun Park, Event-Driven Online Operational Control of Flexible Manufacturing Systems, MS Thesis, Seoul National University, 1992

Citations