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Provider: Schloss Dagstuhl - Leibniz Center for Informatics Database: dblp computer science bibliography Content:text/plain; charset="utf-8" TY - JOUR ID - DBLP:journals/eswa/ChoiLPJC24 AU - Choi, Min AU - Lee, Hye Jin AU - Park, Soh Hyung AU - Jeon, Sung Whan AU - Cho, Sungzoon TI - Stock price momentum modeling using social media data. JO - Expert Syst. Appl. VL - 237 IS - Part C SP - 121589 PY - 2024/03/ DO - 10.1016/J.ESWA.2023.121589 UR - https://doi.org/10.1016/j.eswa.2023.121589 ER - TY - JOUR ID - DBLP:journals/ida/JeonLPC24 AU - Jeon, Sung Hwan AU - Lee, Hye Jin AU - Park, Jihye AU - Cho, Sungzoon TI - Building knowledge graphs from technical documents using named entity recognition and edge weight updating neural network with triplet loss for entity normalization. JO - Intell. Data Anal. VL - 28 IS - 1 SP - 331 EP - 355 PY - 2024// DO - 10.3233/IDA-227129 UR - https://doi.org/10.3233/IDA-227129 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2402-08966 AU - Cho, Yeongjae AU - Kim, Taehee AU - Shin, Heejun AU - Cho, Sungzoon AU - Shin, Dongmyung TI - Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays. JO - CoRR VL - abs/2402.08966 PY - 2024// DO - 10.48550/ARXIV.2402.08966 UR - https://doi.org/10.48550/arXiv.2402.08966 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2407-06851 AU - Kim, Jinseok AU - Jung, Jaewon AU - Kim, Sangyeop AU - Park, Sohyung AU - Cho, Sungzoon TI - Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders. JO - CoRR VL - abs/2407.06851 PY - 2024// DO - 10.48550/ARXIV.2407.06851 UR - https://doi.org/10.48550/arXiv.2407.06851 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2409-09722 AU - Oh, Jeonglyul AU - Cho, Sungzoon TI - Measuring Recency Bias In Sequential Recommendation Systems. JO - CoRR VL - abs/2409.09722 PY - 2024// DO - 10.48550/ARXIV.2409.09722 UR - https://doi.org/10.48550/arXiv.2409.09722 ER - TY - JOUR ID - DBLP:journals/eswa/ParkLC23 AU - Park, Jihye AU - Lee, Hye Jin AU - Cho, Sungzoon TI - Hot topic detection in central bankers' speeches. JO - Expert Syst. Appl. VL - 230 SP - 120563 PY - 2023/11/ DO - 10.1016/J.ESWA.2023.120563 UR - https://doi.org/10.1016/j.eswa.2023.120563 ER - TY - JOUR ID - DBLP:journals/eswa/ShinLC23 AU - Shin, Hunsik AU - Lee, Hye Jin AU - Cho, Sungzoon TI - General-use unsupervised keyword extraction model for keyword analysis. JO - Expert Syst. Appl. VL - 233 SP - 120889 PY - 2023/12/ DO - 10.1016/J.ESWA.2023.120889 UR - https://doi.org/10.1016/j.eswa.2023.120889 ER - TY - JOUR ID - DBLP:journals/eswa/ParkC23 AU - Park, Jihye AU - Cho, Sungzoon TI - Incorporation of company-related factual knowledge into pre-trained language models for stock-related spam tweet filtering. JO - Expert Syst. Appl. VL - 234 SP - 121021 PY - 2023/12/ DO - 10.1016/J.ESWA.2023.121021 UR - https://doi.org/10.1016/j.eswa.2023.121021 ER - TY - JOUR ID - DBLP:journals/npl/JeonC23 AU - Jeon, Sung Hwan AU - Cho, Sungzoon TI - Edge Weight Updating Neural Network for Named Entity Normalization. JO - Neural Process. Lett. VL - 55 IS - 5 SP - 5597 EP - 5618 PY - 2023/10/ DO - 10.1007/S11063-022-11102-2 UR - https://doi.org/10.1007/s11063-022-11102-2 ER - TY - JOUR ID - DBLP:journals/program/KimACCL23 AU - Kim, Eunji AU - An, Jinwon AU - Cho, Hyunchang AU - Cho, Sungzoon AU - Lee, Byeongeon TI - A sensor data mining process for identifying root causes associated with low yield in semiconductor manufacturing. JO - Data Technol. Appl. VL - 57 IS - 3 SP - 397 EP - 417 PY - 2023// DO - 10.1108/DTA-08-2022-0341 UR - https://doi.org/10.1108/DTA-08-2022-0341 ER - TY - CPAPER ID - DBLP:conf/itsc/ParkYCYCKLK23 AU - Park, Soh Hyung AU - Yoon, Byeolyi AU - Cho, Sungzoon AU - Yun, Myung Hwan AU - Chung, Chul AU - Kim, Chungrae AU - Lee, Seokjun AU - Kim, Seungman TI - A Product and Service Design Framework for Autonomous Vehicle: Identifying and Systematizing User Needs via Graph-Based Social Media Analysis and Activity Theory. BT - 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022, Macau, China, October 8-12, 2022 SP - 4195 EP - 4200 PY - 2023// DO - 10.1109/ITSC57777.2023.10422371 UR - https://doi.org/10.1109/ITSC57777.2023.10422371 ER - TY - CPAPER ID - DBLP:conf/nips/SongKOC23 AU - Song, Junho AU - Kim, Keonwoo AU - Oh, Jeonglyul AU - Cho, Sungzoon TI - MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection. BT - Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. PY - 2023// UR - http://papers.nips.cc/paper_files/paper/2023/hash/b4c898eb1fb556b8d871fbe9ead92256-Abstract-Conference.html ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2312-02530 AU - Song, Junho AU - Kim, Keonwoo AU - Oh, Jeonglyul AU - Cho, Sungzoon TI - MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection. JO - CoRR VL - abs/2312.02530 PY - 2023// DO - 10.48550/ARXIV.2312.02530 UR - https://doi.org/10.48550/arXiv.2312.02530 ER - TY - JOUR ID - DBLP:journals/taslp/AnCBK22 AU - An, Jinwon AU - Cho, Sungzoon AU - Bang, Junseong AU - Kim, Misuk TI - Domain-Slot Relationship Modeling Using a Pre-Trained Language Encoder for Multi-Domain Dialogue State Tracking. JO - IEEE ACM Trans. Audio Speech Lang. Process. VL - 30 SP - 2091 EP - 2102 PY - 2022// DO - 10.1109/TASLP.2022.3181350 UR - https://doi.org/10.1109/TASLP.2022.3181350 ER - TY - JOUR ID - DBLP:journals/access/KimC21d AU - Kim, Eunji AU - Cho, Sungzoon TI - Exposing Fake Faces Through Deep Neural Networks Combining Content and Trace Feature Extractors. JO - IEEE Access VL - 9 SP - 123493 EP - 123503 PY - 2021// DO - 10.1109/ACCESS.2021.3110859 UR - https://doi.org/10.1109/ACCESS.2021.3110859 ER - TY - JOUR ID - DBLP:journals/candie/ShimCKJ21 AU - Shim, Jaewoong AU - Cho, Sungzoon AU - Kum, Euiseok AU - Jeong, Suho TI - Adaptive fault detection framework for recipe transition in semiconductor manufacturing. JO - Comput. Ind. Eng. VL - 161 SP - 107632 PY - 2021// DO - 10.1016/J.CIE.2021.107632 UR - https://doi.org/10.1016/j.cie.2021.107632 ER - TY - JOUR ID - DBLP:journals/ecr/LeeCC21 AU - Lee, Younghoon AU - Cho, Sungzoon AU - Choi, Jinhae TI - Determining user needs through abnormality detection and heterogeneous embedding of usage sequence. JO - Electron. Commer. Res. VL - 21 IS - 2 SP - 245 EP - 261 PY - 2021// DO - 10.1007/S10660-019-09347-6 UR - https://doi.org/10.1007/s10660-019-09347-6 ER - TY - JOUR ID - DBLP:journals/eswa/ShimKC21 AU - Shim, Jaewoong AU - Kang, Seokho AU - Cho, Sungzoon TI - Active cluster annotation for wafer map pattern classification in semiconductor manufacturing. JO - Expert Syst. Appl. VL - 183 SP - 115429 PY - 2021// DO - 10.1016/J.ESWA.2021.115429 UR - https://doi.org/10.1016/j.eswa.2021.115429 ER - TY - JOUR ID - DBLP:journals/jbi/ShinLAC21 AU - Shin, Hunsik AU - Lee, Jehyuk AU - An, Yongdae AU - Cho, Sungzoon TI - A scoring model to detect abusive medical institutions based on patient classification system: Diagnosis-related group and ambulatory patient group. JO - J. Biomed. Informatics VL - 117 SP - 103752 PY - 2021// DO - 10.1016/J.JBI.2021.103752 UR - https://doi.org/10.1016/j.jbi.2021.103752 ER - TY - JOUR ID - DBLP:journals/jbi/LeeC21 AU - Lee, Jehyuk AU - Cho, Sungzoon TI - Abuse detection in healthcare insurance with disease-treatment network embedding. JO - J. Biomed. Informatics VL - 123 SP - 103936 PY - 2021// DO - 10.1016/J.JBI.2021.103936 UR - https://doi.org/10.1016/j.jbi.2021.103936 ER - TY - JOUR ID - DBLP:journals/mms/LeeC21 AU - Lee, Younghoon AU - Cho, Sungzoon TI - User segmentation via interpretable user representation and relative similarity-based segmentation method. JO - Multim. Syst. VL - 27 IS - 1 SP - 61 EP - 72 PY - 2021// DO - 10.1007/S00530-020-00702-4 UR - https://doi.org/10.1007/s00530-020-00702-4 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2106-05723 AU - Park, Jihye AU - Lee, Hye Jin AU - Cho, Sungzoon TI - Automatic Construction of Context-Aware Sentiment Lexicon in the Financial Domain Using Direction-Dependent Words. JO - CoRR VL - abs/2106.05723 PY - 2021// UR - https://arxiv.org/abs/2106.05723 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2106-07549 AU - Jeon, Sung Hwan AU - Cho, Sungzoon TI - Named Entity Normalization Model Using Edge Weight Updating Neural Network: Assimilation Between Knowledge-Driven Graph and Data-Driven Graph. JO - CoRR VL - abs/2106.07549 PY - 2021// UR - https://arxiv.org/abs/2106.07549 ER - TY - JOUR ID - DBLP:journals/access/AnC20 AU - An, Jinwon AU - Cho, Sungzoon TI - Hierarchical Transformer Encoder With Structured Representation for Abstract Reasoning. JO - IEEE Access VL - 8 SP - 200229 EP - 200236 PY - 2020// DO - 10.1109/ACCESS.2020.3035463 UR - https://doi.org/10.1109/ACCESS.2020.3035463 ER - TY - JOUR ID - DBLP:journals/eswa/KimKC20 AU - Kim, Dongil AU - Kang, Seokho AU - Cho, Sungzoon TI - Expected margin-based pattern selection for support vector machines. JO - Expert Syst. Appl. VL - 139 PY - 2020// DO - 10.1016/J.ESWA.2019.112865 UR - https://doi.org/10.1016/j.eswa.2019.112865 ER - TY - JOUR ID - DBLP:journals/eswa/KimKC20a AU - Kim, Hyunjoong AU - Kim, Han Kyul AU - Cho, Sungzoon TI - Improving spherical k-means for document clustering: Fast initialization, sparse centroid projection, and efficient cluster labeling. JO - Expert Syst. Appl. VL - 150 SP - 113288 PY - 2020// DO - 10.1016/J.ESWA.2020.113288 UR - https://doi.org/10.1016/j.eswa.2020.113288 ER - TY - JOUR ID - DBLP:journals/ijhci/LeeC20 AU - Lee, Younghoon AU - Cho, Sungzoon TI - Abnormal Usage Sequence Detection for Identification of User Needs via Recurrent Neural Network Semantic Variational Autoencoder. JO - Int. J. Hum. Comput. Interact. VL - 36 IS - 7 SP - 631 EP - 640 PY - 2020// DO - 10.1080/10447318.2019.1669320 UR - https://doi.org/10.1080/10447318.2019.1669320 ER - TY - JOUR ID - DBLP:journals/ijhci/LeeC20a AU - Lee, Younghoon AU - Cho, Sungzoon TI - Design of Semantic-Based Colorization of Graphical User Interface Through Conditional Generative Adversarial Nets. JO - Int. J. Hum. Comput. Interact. VL - 36 IS - 8 SP - 699 EP - 708 PY - 2020// DO - 10.1080/10447318.2019.1680921 UR - https://doi.org/10.1080/10447318.2019.1680921 ER - TY - JOUR ID - DBLP:journals/jbi/LeeSC20 AU - Lee, Jehyuk AU - Shin, Hunsik AU - Cho, Sungzoon TI - A medical treatment based scoring model to detect abusive institutions. JO - J. Biomed. Informatics VL - 107 SP - 103423 PY - 2020// DO - 10.1016/J.JBI.2020.103423 UR - https://doi.org/10.1016/j.jbi.2020.103423 UR - https://www.wikidata.org/entity/Q94538978 ER - TY - JOUR ID - DBLP:journals/paa/LeePC20 AU - Lee, Younghoon AU - Park, Jungmin AU - Cho, Sungzoon TI - Extraction and prioritization of product attributes using an explainable neural network. JO - Pattern Anal. Appl. VL - 23 IS - 4 SP - 1767 EP - 1777 PY - 2020// DO - 10.1007/S10044-020-00878-5 UR - https://doi.org/10.1007/s10044-020-00878-5 ER - TY - CPAPER ID - DBLP:conf/bigcomp/ShimKC20 AU - Shim, Jaewoong AU - Kang, Seokho AU - Cho, Sungzoon TI - Kernel Rotation Forests for Classification. BT - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020, Busan, Korea (South), February 19-22, 2020 SP - 406 EP - 409 PY - 2020// DO - 10.1109/BIGCOMP48618.2020.00-40 UR - https://doi.org/10.1109/BigComp48618.2020.00-40 ER - TY - JOUR ID - DBLP:journals/access/ParkCK19 AU - Park, Eunjeong L. AU - Cho, Sungzoon AU - Kang, Pilsung TI - Supervised Paragraph Vector: Distributed Representations of Words, Documents and Class Labels. JO - IEEE Access VL - 7 SP - 29051 EP - 29064 PY - 2019// DO - 10.1109/ACCESS.2019.2901933 UR - https://doi.org/10.1109/ACCESS.2019.2901933 ER - TY - JOUR ID - DBLP:journals/candie/KimKKPCIR19 AU - Kim, Hyunjoong AU - Kim, Han Kyul AU - Kim, Misuk AU - Park, Jooseoung AU - Cho, Sungzoon AU - Im, Keyng Bin AU - Ryu, Chang Ryeol TI - Representation learning for unsupervised heterogeneous multivariate time series segmentation and its application. JO - Comput. Ind. Eng. VL - 130 SP - 272 EP - 281 PY - 2019// DO - 10.1016/J.CIE.2019.02.029 UR - https://doi.org/10.1016/j.cie.2019.02.029 ER - TY - JOUR ID - DBLP:journals/candie/KangKC19 AU - Kang, Seokho AU - Kim, Dongil AU - Cho, Sungzoon TI - Approximate training of one-class support vector machines using expected margin. JO - Comput. Ind. Eng. VL - 130 SP - 772 EP - 778 PY - 2019// DO - 10.1016/J.CIE.2019.03.029 UR - https://doi.org/10.1016/j.cie.2019.03.029 ER - TY - JOUR ID - DBLP:journals/eswa/KimLSYCNSYK19 AU - Kim, Eunji AU - Lee, Jehyuk AU - Shin, Hunsik AU - Yang, Hoseong AU - Cho, Sungzoon AU - Nam, Seung-kwan AU - Song, Youngmi AU - Yoon, Jeong-a AU - Kim, Jong-il TI - Champion-challenger analysis for credit card fraud detection: Hybrid ensemble and deep learning. JO - Expert Syst. Appl. VL - 128 SP - 214 EP - 224 PY - 2019// DO - 10.1016/J.ESWA.2019.03.042 UR - https://doi.org/10.1016/j.eswa.2019.03.042 ER - TY - JOUR ID - DBLP:journals/ijmms/LeeCC19 AU - Lee, Younghoon AU - Cho, Sungzoon AU - Choi, Jinhae TI - Smartphone help contents re-organization considering user specification via conditional GAN. JO - Int. J. Hum. Comput. Stud. VL - 129 SP - 108 EP - 115 PY - 2019// DO - 10.1016/J.IJHCS.2019.04.002 UR - https://doi.org/10.1016/j.ijhcs.2019.04.002 ER - TY - JOUR ID - DBLP:journals/npl/LeeCCC19 AU - Lee, Younghoon AU - Chung, Minki AU - Cho, Sungzoon AU - Choi, Jinhae TI - Extraction of Product Evaluation Factors with a Convolutional Neural Network and Transfer Learning. JO - Neural Process. Lett. VL - 50 IS - 1 SP - 149 EP - 164 PY - 2019// DO - 10.1007/S11063-018-9964-8 UR - https://doi.org/10.1007/s11063-018-9964-8 ER - TY - JOUR ID - DBLP:journals/paa/LeeSCC19 AU - Lee, Younghoon AU - Song, Seokmin AU - Cho, Sungzoon AU - Choi, Jinhae TI - Document representation based on probabilistic word clustering in customer-voice classification. JO - Pattern Anal. Appl. VL - 22 IS - 1 SP - 221 EP - 232 PY - 2019// DO - 10.1007/S10044-018-00772-1 UR - https://doi.org/10.1007/s10044-018-00772-1 ER - TY - JOUR ID - DBLP:journals/percom/LeeCC19 AU - Lee, Younghoon AU - Cho, Sungzoon AU - Choi, Jinhae TI - App usage prediction for dual display device via two-phase sequence modeling. JO - Pervasive Mob. Comput. VL - 58 PY - 2019// DO - 10.1016/J.PMCJ.2019.05.006 UR - https://doi.org/10.1016/j.pmcj.2019.05.006 ER - TY - CPAPER ID - DBLP:conf/aaai/KangLKPC19 AU - Kang, Younkook AU - Lyu, Sungwon AU - Kim, Jeeyung AU - Park, Bongjoon AU - Cho, Sungzoon TI - Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System. BT - The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019. SP - 9949 EP - 9950 PY - 2019// DO - 10.1609/AAAI.V33I01.33019949 UR - https://doi.org/10.1609/aaai.v33i01.33019949 ER - TY - CPAPER ID - DBLP:conf/dasfaa/JeonLLC19 AU - Jeon, Sung Whan AU - Lee, Hye Jin AU - Lee, Hyeonguk AU - Cho, Sungzoon TI - Graph Based Aspect Extraction and Rating Classification of Customer Review Data. BT - Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part III, and DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA, Chiang Mai, Thailand, April 22-25, 2019, Proceedings SP - 186 EP - 199 PY - 2019// DO - 10.1007/978-3-030-18590-9_13 UR - https://doi.org/10.1007/978-3-030-18590-9_13 ER - TY - JOUR ID - DBLP:journals/eswa/YangKHCHS18 AU - Yang, Jiwon AU - Kim, Eunji AU - Hur, Minhoe AU - Cho, Sungzoon AU - Han, Myungbin AU - Seo, Iksang TI - Knowledge extraction and visualization of digital design process. JO - Expert Syst. Appl. VL - 92 SP - 206 EP - 215 PY - 2018// DO - 10.1016/J.ESWA.2017.09.002 UR - https://doi.org/10.1016/j.eswa.2017.09.002 ER - TY - JOUR ID - DBLP:journals/ida/LeeCC18 AU - Lee, Younghoon AU - Cho, Sungzoon AU - Choi, Jinhae TI - De-noising documents with a novelty detection method utilizing class vectors. JO - Intell. Data Anal. VL - 22 IS - 4 SP - 717 EP - 733 PY - 2018// DO - 10.3233/IDA-173500 UR - https://doi.org/10.3233/IDA-173500 ER - TY - JOUR ID - DBLP:journals/ida/KimPC18 AU - Kim, Misuk AU - Park, Eunjeong Lucy AU - Cho, Sungzoon TI - Stock price prediction through sentiment analysis of corporate disclosures using distributed representation. JO - Intell. Data Anal. VL - 22 IS - 6 SP - 1395 EP - 1413 PY - 2018// DO - 10.3233/IDA-173670 UR - https://doi.org/10.3233/IDA-173670 ER - TY - JOUR ID - DBLP:journals/ijon/LeeICC18 AU - Lee, Younghoon AU - Im, Jinbae AU - Cho, Sungzoon AU - Choi, Jinhae TI - Applying convolution filter to matrix of word-clustering based document representation. JO - Neurocomputing VL - 315 SP - 210 EP - 220 PY - 2018// DO - 10.1016/J.NEUCOM.2018.07.018 UR - https://doi.org/10.1016/j.neucom.2018.07.018 ER - TY - JOUR ID - DBLP:journals/ijpr/KangKSCC18 AU - Kang, Seokho AU - Kim, Eunji AU - Shim, Jaewoong AU - Chang, Wonsang AU - Cho, Sungzoon TI - Product failure prediction with missing data. JO - Int. J. Prod. Res. VL - 56 IS - 14 SP - 4849 EP - 4859 PY - 2018// DO - 10.1080/00207543.2017.1407883 UR - https://doi.org/10.1080/00207543.2017.1407883 ER - TY - JOUR ID - DBLP:journals/paa/SunC18 AU - Sun, Meesun AU - Cho, Sungzoon TI - Obtaining calibrated probability using ROC Binning. JO - Pattern Anal. Appl. VL - 21 IS - 2 SP - 307 EP - 322 PY - 2018// DO - 10.1007/S10044-016-0578-3 UR - https://doi.org/10.1007/s10044-016-0578-3 ER - TY - JOUR ID - DBLP:journals/tele/LeePCC18 AU - Lee, Younghoon AU - Park, Inbeom AU - Cho, Sungzoon AU - Choi, Jinhae TI - Smartphone user segmentation based on app usage sequence with neural networks. JO - Telematics Informatics VL - 35 IS - 2 SP - 329 EP - 339 PY - 2018// DO - 10.1016/J.TELE.2017.12.007 UR - https://doi.org/10.1016/j.tele.2017.12.007 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1801-08459 AU - Moon, Jihyung AU - Yang, Hyochang AU - Cho, Sungzoon TI - Finding ReMO (Related Memory Object): A Simple Neural Architecture for Text based Reasoning. JO - CoRR VL - abs/1801.08459 PY - 2018// UR - http://arxiv.org/abs/1801.08459 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1804-10844 AU - Chung, Minki AU - Cho, Sungzoon TI - CRAM: Clued Recurrent Attention Model. JO - CoRR VL - abs/1804.10844 PY - 2018// UR - http://arxiv.org/abs/1804.10844 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1811-00246 AU - An, Jinwon AU - Lyu, Sungwon AU - Cho, Sungzoon TI - SARN: Relational Reasoning through Sequential Attention. JO - CoRR VL - abs/1811.00246 PY - 2018// UR - http://arxiv.org/abs/1811.00246 ER - TY - JOUR ID - DBLP:journals/candie/KangKSCCK17 AU - Kang, Seokho AU - Kim, Eunji AU - Shim, Jaewoong AU - Cho, Sungzoon AU - Chang, Wonsang AU - Kim, Junhwan TI - Mining the relationship between production and customer service data for failure analysis of industrial products. JO - Comput. Ind. Eng. VL - 106 SP - 137 EP - 146 PY - 2017// DO - 10.1016/J.CIE.2017.01.028 UR - https://doi.org/10.1016/j.cie.2017.01.028 ER - TY - JOUR ID - DBLP:journals/candie/KimKLCCP17 AU - Kim, Misuk AU - Kang, Seokho AU - Lee, Jehyuk AU - Cho, Hyunchang AU - Cho, Sungzoon AU - Park, Jee Su TI - Virtual metrology for copper-clad laminate manufacturing. JO - Comput. Ind. Eng. VL - 109 SP - 280 EP - 287 PY - 2017// DO - 10.1016/J.CIE.2017.04.016 UR - https://doi.org/10.1016/j.cie.2017.04.016 ER - TY - JOUR ID - DBLP:journals/candie/YangLKCLP17 AU - Yang, Jiwon AU - Lee, Seung-kyung AU - Kang, Seokho AU - Cho, Sungzoon AU - Lee, Young-Hak AU - Park, Hae-Sang TI - Ranking process parameter association with low yield wafers using spec-out event network analysis. JO - Comput. Ind. Eng. VL - 113 SP - 419 EP - 424 PY - 2017// DO - 10.1016/J.CIE.2017.09.036 UR - https://doi.org/10.1016/j.cie.2017.09.036 ER - TY - JOUR ID - DBLP:journals/ijon/KimKC17 AU - Kim, Han Kyul AU - Kim, Hyunjoong AU - Cho, Sungzoon TI - Bag-of-concepts: Comprehending document representation through clustering words in distributed representation. JO - Neurocomputing VL - 266 SP - 336 EP - 352 PY - 2017// DO - 10.1016/J.NEUCOM.2017.05.046 UR - https://doi.org/10.1016/j.neucom.2017.05.046 ER - TY - JOUR ID - DBLP:journals/imds/KoLCCLL17 AU - Ko, Taehoon AU - Lee, Je Hyuk AU - Cho, Hyunchang AU - Cho, Sungzoon AU - Lee, Wounjoo AU - Lee, Miji TI - Machine learning-based anomaly detection via integration of manufacturing, inspection and after-sales service data. JO - Ind. Manag. Data Syst. VL - 117 IS - 5 SP - 927 EP - 945 PY - 2017// DO - 10.1108/IMDS-06-2016-0195 UR - https://doi.org/10.1108/IMDS-06-2016-0195 ER - TY - JOUR ID - DBLP:journals/paa/KangCRY17 AU - Kang, Seokho AU - Cho, Sungzoon AU - Rhee, Su-jin AU - Yu, Kyung-Sang TI - Reliable prediction of anti-diabetic drug failure using a reject option. JO - Pattern Anal. Appl. VL - 20 IS - 3 SP - 883 EP - 891 PY - 2017// DO - 10.1007/S10044-016-0585-4 UR - https://doi.org/10.1007/s10044-016-0585-4 ER - TY - CPAPER ID - DBLP:conf/bigdataconf/JeonLC17 AU - Jeon, Sung Whan AU - Lee, Hye Jin AU - Cho, Sungzoon TI - Building industry network based on business text: Corporate disclosures and news. BT - 2017 IEEE International Conference on Big Data (IEEE BigData 2017), Boston, MA, USA, December 11-14, 2017 SP - 4696 EP - 4704 PY - 2017// DO - 10.1109/BIGDATA.2017.8258517 UR - https://doi.org/10.1109/BigData.2017.8258517 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1712-02047 AU - Im, Jinbae AU - Cho, Sungzoon TI - Distance-based Self-Attention Network for Natural Language Inference. JO - CoRR VL - abs/1712.02047 PY - 2017// UR - http://arxiv.org/abs/1712.02047 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1712-06343 AU - Kim, Dohyung AU - Yang, Hyochang AU - Chung, Minki AU - Cho, Sungzoon TI - Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things. JO - CoRR VL - abs/1712.06343 PY - 2017// UR - http://arxiv.org/abs/1712.06343 ER - TY - JOUR ID - DBLP:journals/eswa/KangKC16 AU - Kang, Pilsung AU - Kim, Dongil AU - Cho, Sungzoon TI - Semi-supervised support vector regression based on self-training with label uncertainty: An application to virtual metrology in semiconductor manufacturing. JO - Expert Syst. Appl. VL - 51 SP - 85 EP - 106 PY - 2016// DO - 10.1016/J.ESWA.2015.12.027 UR - https://doi.org/10.1016/j.eswa.2015.12.027 ER - TY - JOUR ID - DBLP:journals/eswa/KimBC16 AU - Kim, Yeonkook J. AU - Baik, Bok AU - Cho, Sungzoon TI - Detecting financial misstatements with fraud intention using multi-class cost-sensitive learning. JO - Expert Syst. Appl. VL - 62 SP - 32 EP - 43 PY - 2016// DO - 10.1016/J.ESWA.2016.06.016 UR - https://doi.org/10.1016/j.eswa.2016.06.016 ER - TY - JOUR ID - DBLP:journals/isci/HurKC16 AU - Hur, Minhoe AU - Kang, Pilsung AU - Cho, Sungzoon TI - Box-office forecasting based on sentiments of movie reviews and Independent subspace method. JO - Inf. Sci. VL - 372 SP - 608 EP - 624 PY - 2016// DO - 10.1016/J.INS.2016.08.027 UR - https://doi.org/10.1016/j.ins.2016.08.027 ER - TY - CPAPER ID - DBLP:conf/bigcomp/AnC16 AU - An, Jinwon AU - Cho, Sungzoon TI - Hand motion identification of grasp-and-lift task from electroencephalography recordings using recurrent neural networks. BT - 2016 International Conference on Big Data and Smart Computing, BigComp 2016, Hong Kong, China, January 18-20, 2016 SP - 427 EP - 429 PY - 2016// DO - 10.1109/BIGCOMP.2016.7425963 UR - https://doi.org/10.1109/BIGCOMP.2016.7425963 UR - https://doi.ieeecomputersociety.org/10.1109/BIGCOMP.2016.7425963 ER - TY - CPAPER ID - DBLP:conf/bigdataconf/YangLCC16 AU - Yang, Hoseong AU - Lee, Hye Jin AU - Cho, Sungzoon AU - Cho, Eugene TI - Automatic classification of securities using hierarchical clustering of the 10-Ks. BT - 2016 IEEE International Conference on Big Data (IEEE BigData 2016), Washington DC, USA, December 5-8, 2016 SP - 3936 EP - 3943 PY - 2016// DO - 10.1109/BIGDATA.2016.7841069 UR - https://doi.org/10.1109/BigData.2016.7841069 ER - TY - JOUR ID - DBLP:journals/eaai/KangCK15 AU - Kang, Seokho AU - Cho, Sungzoon AU - Kang, Pilsung TI - Multi-class classification via heterogeneous ensemble of one-class classifiers. JO - Eng. Appl. Artif. Intell. VL - 43 SP - 35 EP - 43 PY - 2015// DO - 10.1016/J.ENGAPPAI.2015.04.003 UR - https://doi.org/10.1016/j.engappai.2015.04.003 ER - TY - JOUR ID - DBLP:journals/eswa/KangKKCRY15 AU - Kang, Seokho AU - Kang, Pilsung AU - Ko, Taehoon AU - Cho, Sungzoon AU - Rhee, Su-jin AU - Yu, Kyung-Sang TI - An efficient and effective ensemble of support vector machines for anti-diabetic drug failure prediction. JO - Expert Syst. Appl. VL - 42 IS - 9 SP - 4265 EP - 4273 PY - 2015// DO - 10.1016/J.ESWA.2015.01.042 UR - https://doi.org/10.1016/j.eswa.2015.01.042 ER - TY - JOUR ID - DBLP:journals/ida/KangC15 AU - Kang, Seokho AU - Cho, Sungzoon TI - A novel multi-class classification algorithm based on one-class support vector machine. JO - Intell. Data Anal. VL - 19 IS - 4 SP - 713 EP - 725 PY - 2015// DO - 10.3233/IDA-150741 UR - https://doi.org/10.3233/IDA-150741 ER - TY - JOUR ID - DBLP:journals/ijon/KangCK15 AU - Kang, Seokho AU - Cho, Sungzoon AU - Kang, Pilsung TI - Constructing a multi-class classifier using one-against-one approach with different binary classifiers. JO - Neurocomputing VL - 149 SP - 677 EP - 682 PY - 2015// DO - 10.1016/J.NEUCOM.2014.08.006 UR - https://doi.org/10.1016/j.neucom.2014.08.006 ER - TY - JOUR ID - DBLP:journals/ijon/KangC15 AU - Kang, Seokho AU - Cho, Sungzoon TI - Optimal construction of one-against-one classifier based on meta-learning. JO - Neurocomputing VL - 167 SP - 459 EP - 466 PY - 2015// DO - 10.1016/J.NEUCOM.2015.04.048 UR - https://doi.org/10.1016/j.neucom.2015.04.048 ER - TY - JOUR ID - DBLP:journals/isci/KangC15 AU - Kang, Pilsung AU - Cho, Sungzoon TI - Keystroke dynamics-based user authentication using long and free text strings from various input devices. JO - Inf. Sci. VL - 308 SP - 72 EP - 93 PY - 2015// DO - 10.1016/J.INS.2014.08.070 UR - https://doi.org/10.1016/j.ins.2014.08.070 ER - TY - JOUR ID - DBLP:journals/jim/HuhLKCLL15 AU - Hur, Minhoe AU - Lee, Seung-kyung AU - Kim, Bongseok AU - Cho, Sungzoon AU - Lee, Dongha AU - Lee, Daehyung TI - A study on the man-hour prediction system for shipbuilding. JO - J. Intell. Manuf. VL - 26 IS - 6 SP - 1267 EP - 1279 PY - 2015// DO - 10.1007/S10845-013-0858-3 UR - https://doi.org/10.1007/s10845-013-0858-3 ER - TY - JOUR ID - DBLP:journals/paa/KimKLKDC15 AU - Kim, Dongil AU - Kang, Pilsung AU - Lee, Seung-kyung AU - Kang, Seokho AU - Doh, Seungyong AU - Cho, Sungzoon TI - Improvement of virtual metrology performance by removing metrology noises in a training dataset. JO - Pattern Anal. Appl. VL - 18 IS - 1 SP - 173 EP - 189 PY - 2015// DO - 10.1007/S10044-013-0363-5 UR - https://doi.org/10.1007/s10044-013-0363-5 ER - TY - JOUR ID - DBLP:journals/cssc/TuerhongKKC14 AU - Tuerhong, Gulanbaier AU - Kim, Seoung Bum AU - Kang, Pilsung AU - Cho, Sungzoon TI - Multivariate Control Charts Based on Hybrid Novelty Scores. JO - Commun. Stat. Simul. Comput. VL - 43 IS - 1 SP - 115 EP - 131 PY - 2014// DO - 10.1080/03610918.2012.698775 UR - https://doi.org/10.1080/03610918.2012.698775 ER - TY - JOUR ID - DBLP:journals/eswa/LeeKHPKCLL14 AU - Lee, Seung-kyung AU - Kim, Bongseok AU - Huh, Minhoe AU - Park, Jooseoung AU - Kang, Seokho AU - Cho, Sungzoon AU - Lee, Dongha AU - Lee, Daehyung TI - Knowledge discovery in inspection reports of marine structures. JO - Expert Syst. Appl. VL - 41 IS - 4 SP - 1153 EP - 1167 PY - 2014// DO - 10.1016/J.ESWA.2013.07.109 UR - https://doi.org/10.1016/j.eswa.2013.07.109 ER - TY - JOUR ID - DBLP:journals/eswa/ParkPYCLP14 AU - Park, Eunjeong L. AU - Park, Jooseoung AU - Yang, Jiwon AU - Cho, Sungzoon AU - Lee, Young-Hak AU - Park, Hae-Sang TI - Data based segmentation and summarization for sensor data in semiconductor manufacturing. JO - Expert Syst. Appl. VL - 41 IS - 6 SP - 2619 EP - 2629 PY - 2014// DO - 10.1016/J.ESWA.2013.11.001 UR - https://doi.org/10.1016/j.eswa.2013.11.001 ER - TY - JOUR ID - DBLP:journals/eswa/KangC14 AU - Kang, Seokho AU - Cho, Sungzoon TI - Approximating support vector machine with artificial neural network for fast prediction. JO - Expert Syst. Appl. VL - 41 IS - 10 SP - 4989 EP - 4995 PY - 2014// DO - 10.1016/J.ESWA.2014.02.025 UR - https://doi.org/10.1016/j.eswa.2014.02.025 ER - TY - JOUR ID - DBLP:journals/ijon/LeeKC14 AU - Lee, Seung-kyung AU - Kang, Pilsung AU - Cho, Sungzoon TI - Probabilistic local reconstruction for k-NN regression and its application to virtual metrology in semiconductor manufacturing. JO - Neurocomputing VL - 131 SP - 427 EP - 439 PY - 2014// DO - 10.1016/J.NEUCOM.2013.10.001 UR - https://doi.org/10.1016/j.neucom.2013.10.001 ER - TY - JOUR ID - DBLP:journals/paa/KangKC14 AU - Kang, Pilsung AU - Kim, Dongil AU - Cho, Sungzoon TI - Evaluating the reliability level of virtual metrology results for flexible process control: a novelty detection-based approach. JO - Pattern Anal. Appl. VL - 17 IS - 4 SP - 863 EP - 881 PY - 2014// DO - 10.1007/S10044-014-0386-6 UR - https://doi.org/10.1007/s10044-014-0386-6 ER - TY - JOUR ID - DBLP:journals/eswa/LeeKHCPL13 AU - Lee, Seung-kyung AU - Kim, Bongseok AU - Huh, Minhoe AU - Cho, Sungzoon AU - Park, Sungkyu AU - Lee, Daehyung TI - Mining transportation logs for understanding the after-assembly block manufacturing process in the shipbuilding industry. JO - Expert Syst. Appl. VL - 40 IS - 1 SP - 83 EP - 95 PY - 2013// DO - 10.1016/J.ESWA.2012.07.033 UR - https://doi.org/10.1016/j.eswa.2012.07.033 ER - TY - JOUR ID - DBLP:journals/eswa/KimKCLD12 AU - Kim, Dongil AU - Kang, Pilsung AU - Cho, Sungzoon AU - Lee, Hyoungjoo AU - Doh, Seungyong TI - Machine learning-based novelty detection for faulty wafer detection in semiconductor manufacturing. JO - Expert Syst. Appl. VL - 39 IS - 4 SP - 4075 EP - 4083 PY - 2012// DO - 10.1016/J.ESWA.2011.09.088 UR - https://doi.org/10.1016/j.eswa.2011.09.088 ER - TY - JOUR ID - DBLP:journals/eswa/KangCM12 AU - Kang, Pilsung AU - Cho, Sungzoon AU - MacLachlan, Douglas L. TI - Improved response modeling based on clustering, under-sampling, and ensemble. JO - Expert Syst. Appl. VL - 39 IS - 8 SP - 6738 EP - 6753 PY - 2012// DO - 10.1016/J.ESWA.2011.12.028 UR - https://doi.org/10.1016/j.eswa.2011.12.028 ER - TY - JOUR ID - DBLP:journals/eswa/KimC12 AU - Kim, Dongil AU - Cho, Sungzoon TI - Pattern selection for support vector regression based response modeling. JO - Expert Syst. Appl. VL - 39 IS - 10 SP - 8975 EP - 8985 PY - 2012// DO - 10.1016/J.ESWA.2012.02.026 UR - https://doi.org/10.1016/j.eswa.2012.02.026 ER - TY - JOUR ID - DBLP:journals/ida/KangC12 AU - Kang, Pilsung AU - Cho, Sungzoon TI - Support vector class description (SVCD): Classification in kernel space. JO - Intell. Data Anal. VL - 16 IS - 3 SP - 351 EP - 364 PY - 2012// DO - 10.3233/IDA-2012-0528 UR - https://doi.org/10.3233/IDA-2012-0528 ER - TY - CPAPER ID - DBLP:conf/incdm/KimKC12 AU - Kim, Hyunjoong AU - Kim, Soojin AU - Cho, Sungzoon TI - Two-Phase KNN on Sub-Trajectory Similarity for Efficient Ballistic Launching Point Estimation. BT - Advances in Data Mining. 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 2012, Poster and Industry Proceedings SP - 107 EP - 112 PY - 2012// ER - TY - JOUR ID - DBLP:journals/eswa/KangKLDC11 AU - Kang, Pilsung AU - Kim, Dongil AU - Lee, Hyoungjoo AU - Doh, Seungyong AU - Cho, Sungzoon TI - Virtual metrology for run-to-run control in semiconductor manufacturing. JO - Expert Syst. Appl. VL - 38 IS - 3 SP - 2508 EP - 2522 PY - 2011// DO - 10.1016/J.ESWA.2010.08.040 UR - https://doi.org/10.1016/j.eswa.2010.08.040 ER - TY - JOUR ID - DBLP:journals/compsec/HwangCP09 AU - Hwang, Seongseob AU - Cho, Sungzoon AU - Park, Sunghoon TI - Keystroke dynamics-based authentication for mobile devices. JO - Comput. Secur. VL - 28 IS - 1-2 SP - 85 EP - 93 PY - 2009// DO - 10.1016/J.COSE.2008.10.002 UR - https://doi.org/10.1016/j.cose.2008.10.002 UR - https://www.wikidata.org/entity/Q115061841 ER - TY - JOUR ID - DBLP:journals/eswa/HwangLC09 AU - Hwang, Seongseob AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Improving authentication accuracy using artificial rhythms and cues for keystroke dynamics-based authentication. JO - Expert Syst. Appl. VL - 36 IS - 7 SP - 10649 EP - 10656 PY - 2009// DO - 10.1016/J.ESWA.2009.02.075 UR - https://doi.org/10.1016/j.eswa.2009.02.075 ER - TY - JOUR ID - DBLP:journals/eswa/KangLCKPPD09 AU - Kang, Pilsung AU - Lee, Hyoungjoo AU - Cho, Sungzoon AU - Kim, Dongil AU - Park, Jinwoo AU - Park, Chan-Kyoo AU - Doh, Seungyong TI - A virtual metrology system for semiconductor manufacturing. JO - Expert Syst. Appl. VL - 36 IS - 10 SP - 12554 EP - 12561 PY - 2009// DO - 10.1016/J.ESWA.2009.05.053 UR - https://doi.org/10.1016/j.eswa.2009.05.053 ER - TY - JOUR ID - DBLP:journals/ijecommerce/HwangLC09 AU - Hwang, Seongseob AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Account-Sharing Detection Through Keystroke Dynamics Analysis. JO - Int. J. Electron. Commer. VL - 14 IS - 2 SP - 109 EP - 126 PY - 2009// DO - 10.2753/JEC1086-4415140204 UR - https://doi.org/10.2753/JEC1086-4415140204 ER - TY - JOUR ID - DBLP:journals/pr/KangC09 AU - Kang, Pilsung AU - Cho, Sungzoon TI - A hybrid novelty score and its use in keystroke dynamics-based user authentication. JO - Pattern Recognit. VL - 42 IS - 11 SP - 3115 EP - 3127 PY - 2009// DO - 10.1016/J.PATCOG.2009.04.009 UR - https://doi.org/10.1016/j.patcog.2009.04.009 ER - TY - CPAPER ID - DBLP:conf/ideal/KangC09 AU - Kang, Pilsung AU - Cho, Sungzoon TI - K-Means Clustering Seeds Initialization Based on Centrality, Sparsity, and Isotropy. BT - Intelligent Data Engineering and Automated Learning - IDEAL 2009, 10th International Conference, Burgos, Spain, September 23-26, 2009. Proceedings SP - 109 EP - 117 PY - 2009// DO - 10.1007/978-3-642-04394-9_14 UR - https://doi.org/10.1007/978-3-642-04394-9_14 ER - TY - JOUR ID - DBLP:journals/artmed/LeeCS08 AU - Lee, Hyoungjoo AU - Cho, Sungzoon AU - Shin, Min Sup TI - Supporting diagnosis of attention-deficit hyperactive disorder with novelty detection. JO - Artif. Intell. Medicine VL - 42 IS - 3 SP - 199 EP - 212 PY - 2008// DO - 10.1016/J.ARTMED.2007.11.001 UR - https://doi.org/10.1016/j.artmed.2007.11.001 UR - https://www.wikidata.org/entity/Q47982634 ER - TY - JOUR ID - DBLP:journals/compsec/KangPHLC08 AU - Kang, Pilsung AU - Park, Sunghoon AU - Hwang, Seongseob AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Improvement of keystroke data quality through artificial rhythms and cues. JO - Comput. Secur. VL - 27 IS - 1-2 SP - 3 EP - 11 PY - 2008// DO - 10.1016/J.COSE.2008.02.001 UR - https://doi.org/10.1016/j.cose.2008.02.001 UR - https://www.wikidata.org/entity/Q115061908 ER - TY - JOUR ID - DBLP:journals/eswa/KimLC08 AU - Kim, Dongil AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Response modeling with support vector regression. JO - Expert Syst. Appl. VL - 34 IS - 2 SP - 1102 EP - 1108 PY - 2008// DO - 10.1016/J.ESWA.2006.12.019 UR - https://doi.org/10.1016/j.eswa.2006.12.019 ER - TY - JOUR ID - DBLP:journals/pr/KangC08a AU - Kang, Pilsung AU - Cho, Sungzoon TI - Locally linear reconstruction for instance-based learning. JO - Pattern Recognit. VL - 41 IS - 11 SP - 3507 EP - 3518 PY - 2008// DO - 10.1016/J.PATCOG.2008.04.009 UR - https://doi.org/10.1016/j.patcog.2008.04.009 ER - TY - CPAPER ID - DBLP:conf/pakdd/KimC08 AU - Kim, Dongil AU - Cho, Sungzoon TI - Bootstrap Based Pattern Selection for Support Vector Regression. BT - Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008 Proceedings SP - 608 EP - 615 PY - 2008// DO - 10.1007/978-3-540-68125-0_56 UR - https://doi.org/10.1007/978-3-540-68125-0_56 ER - TY - JOUR ID - DBLP:journals/compsec/LeeC07 AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Retraining a keystroke dynamics-based authenticator with impostor patterns. JO - Comput. Secur. VL - 26 IS - 4 SP - 300 EP - 310 PY - 2007// DO - 10.1016/J.COSE.2006.11.006 UR - https://doi.org/10.1016/j.cose.2006.11.006 UR - https://www.wikidata.org/entity/Q115062001 ER - TY - JOUR ID - DBLP:journals/eswa/LeeC07 AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Focusing on non-respondents: Response modeling with novelty detectors. JO - Expert Syst. Appl. VL - 33 IS - 2 SP - 522 EP - 530 PY - 2007// DO - 10.1016/J.ESWA.2006.05.016 UR - https://doi.org/10.1016/j.eswa.2006.05.016 ER - TY - JOUR ID - DBLP:journals/neco/ShinC07 AU - Shin, Hyunjung AU - Cho, Sungzoon TI - Neighborhood Property-Based Pattern Selection for Support Vector Machines. JO - Neural Comput. VL - 19 IS - 3 SP - 816 EP - 855 PY - 2007// DO - 10.1162/NECO.2007.19.3.816 UR - https://doi.org/10.1162/neco.2007.19.3.816 UR - https://www.wikidata.org/entity/Q45965495 ER - TY - CPAPER ID - DBLP:conf/icb/KangHC07 AU - Kang, Pilsung AU - Hwang, Seongseob AU - Cho, Sungzoon TI - Continual Retraining of Keystroke Dynamics Based Authenticator. BT - Advances in Biometrics, International Conference, ICB 2007, Seoul, Korea, August 27-29, 2007, Proceedings SP - 1203 EP - 1211 PY - 2007// DO - 10.1007/978-3-540-74549-5_125 UR - https://doi.org/10.1007/978-3-540-74549-5_125 ER - TY - CPAPER ID - DBLP:conf/isnn/HwangC07 AU - Hwang, Seongseob AU - Cho, Sungzoon TI - Clustering-Based Reference Set Reduction for k-Nearest Neighbor. BT - Advances in Neural Networks - ISNN 2007, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part II SP - 880 EP - 888 PY - 2007// DO - 10.1007/978-3-540-72393-6_105 UR - https://doi.org/10.1007/978-3-540-72393-6_105 ER - TY - JOUR ID - DBLP:journals/candie/YuC06 AU - Yu, Enzhe AU - Cho, Sungzoon TI - Ensemble based on GA wrapper feature selection. JO - Comput. Ind. Eng. VL - 51 IS - 1 SP - 111 EP - 116 PY - 2006// DO - 10.1016/J.CIE.2006.07.004 UR - https://doi.org/10.1016/j.cie.2006.07.004 ER - TY - JOUR ID - DBLP:journals/eswa/YuC06 AU - Yu, Enzhe AU - Cho, Sungzoon TI - Constructing response model using ensemble based on feature subset selection. JO - Expert Syst. Appl. VL - 30 IS - 2 SP - 352 EP - 360 PY - 2006// DO - 10.1016/J.ESWA.2005.07.026 UR - https://doi.org/10.1016/j.eswa.2005.07.026 ER - TY - JOUR ID - DBLP:journals/eswa/ShinC06 AU - Shin, Hyunjung AU - Cho, Sungzoon TI - Response modeling with support vector machines. JO - Expert Syst. Appl. VL - 30 IS - 4 SP - 746 EP - 760 PY - 2006// DO - 10.1016/J.ESWA.2005.07.037 UR - https://doi.org/10.1016/j.eswa.2005.07.037 ER - TY - JOUR ID - DBLP:journals/prl/LeeC06 AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Application of LVQ to novelty detection using outlier training data. JO - Pattern Recognit. Lett. VL - 27 IS - 13 SP - 1572 EP - 1579 PY - 2006// DO - 10.1016/J.PATREC.2006.02.019 UR - https://doi.org/10.1016/j.patrec.2006.02.019 ER - TY - CPAPER ID - DBLP:conf/icb/ChoH06 AU - Cho, Sungzoon AU - Hwang, Seongseob TI - Artificial Rhythms and Cues for Keystroke Dynamics Based Authentication. BT - Advances in Biometrics, International Conference, ICB 2006, Hong Kong, China, January 5-7, 2006, Proceedings SP - 626 EP - 632 PY - 2006// DO - 10.1007/11608288_83 UR - https://doi.org/10.1007/11608288_83 ER - TY - CPAPER ID - DBLP:conf/icb/LeeC06 AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Retraining a Novelty Detector with Impostor Patterns for Keystroke Dynamics-Based Authentication. BT - Advances in Biometrics, International Conference, ICB 2006, Hong Kong, China, January 5-7, 2006, Proceedings SP - 633 EP - 639 PY - 2006// DO - 10.1007/11608288_84 UR - https://doi.org/10.1007/11608288_84 ER - TY - CPAPER ID - DBLP:conf/icb/SungC06 AU - Sung, Ki-seok AU - Cho, Sungzoon TI - GA SVM Wrapper Ensemble for Keystroke Dynamics Authentication. BT - Advances in Biometrics, International Conference, ICB 2006, Hong Kong, China, January 5-7, 2006, Proceedings SP - 654 EP - 660 PY - 2006// DO - 10.1007/11608288_87 UR - https://doi.org/10.1007/11608288_87 ER - TY - CPAPER ID - DBLP:conf/icb/YunLLC06 AU - Yun, Myung Hwan AU - Lee, Joo Hwan AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Classification of Bluffing Behavior and Affective Attitude from Prefrontal Surface Encephalogram During On-Line Game. BT - Advances in Biometrics, International Conference, ICB 2006, Hong Kong, China, January 5-7, 2006, Proceedings SP - 706 EP - 712 PY - 2006// DO - 10.1007/11608288_94 UR - https://doi.org/10.1007/11608288_94 ER - TY - CPAPER ID - DBLP:conf/iconip/LeeC06 AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - The Novelty Detection Approach for Different Degrees of Class Imbalance. BT - Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part II SP - 21 EP - 30 PY - 2006// DO - 10.1007/11893257_3 UR - https://doi.org/10.1007/11893257_3 ER - TY - CPAPER ID - DBLP:conf/iconip/KangC06 AU - Kang, Pilsung AU - Cho, Sungzoon TI - EUS SVMs: Ensemble of Under-Sampled SVMs for Data Imbalance Problems. BT - Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part I SP - 837 EP - 846 PY - 2006// DO - 10.1007/11893028_93 UR - https://doi.org/10.1007/11893028_93 ER - TY - CPAPER ID - DBLP:conf/ijcnn/SunC06 AU - Sun, Jiyoung AU - Cho, Sungzoon TI - Pattern Selection for Support Vector Regression based on Sparseness and Variability. BT - Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006 SP - 599 EP - 602 PY - 2006// DO - 10.1109/IJCNN.2006.246737 UR - https://doi.org/10.1109/IJCNN.2006.246737 ER - TY - CPAPER ID - DBLP:conf/ijcnn/KimC06 AU - Kim, Seungtaek AU - Cho, Sungzoon TI - Prototype based outlier detection. BT - Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006 SP - 820 EP - 826 PY - 2006// DO - 10.1109/IJCNN.2006.246769 UR - https://doi.org/10.1109/IJCNN.2006.246769 ER - TY - CPAPER ID - DBLP:conf/pakdd/KimC06 AU - Kim, Dongil AU - Cho, Sungzoon TI - epsilon-Tube Based Pattern Selection for Support Vector Machines. BT - Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006, Proceedings SP - 215 EP - 224 PY - 2006// DO - 10.1007/11731139_26 UR - https://doi.org/10.1007/11731139_26 ER - TY - CPAPER ID - DBLP:conf/wisi/HwangLC06 AU - Hwang, Seongseob AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Improving Authentication Accuracy of Unfamiliar Passwords with Pauses and Cues for Keystroke Dynamics-Based Authentication. BT - Intelligence and Security Informatics, International Workshop, WISI 2006, Singapore, April 9, 2006, Proceedings SP - 73 EP - 78 PY - 2006// DO - 10.1007/11734628_9 UR - https://doi.org/10.1007/11734628_9 ER - TY - CPAPER ID - DBLP:conf/wisi/KangPCHL06 AU - Kang, Pilsung AU - Park, Sunghoon AU - Cho, Sungzoon AU - Hwang, Seongseob AU - Lee, Hyoungjoo TI - The Effectiveness of Artificial Rhythms and Cues in Keystroke Dynamics Based User Authentication. BT - Intelligence and Security Informatics, International Workshop, WISI 2006, Singapore, April 9, 2006, Proceedings SP - 161 EP - 162 PY - 2006// DO - 10.1007/11734628_22 UR - https://doi.org/10.1007/11734628_22 ER - TY - JOUR ID - DBLP:journals/prl/ShinC05 AU - Shin, Hyunjung AU - Cho, Sungzoon TI - Invariance of neighborhood relation under input space to feature space mapping. JO - Pattern Recognit. Lett. VL - 26 IS - 6 SP - 707 EP - 718 PY - 2005// DO - 10.1016/J.PATREC.2004.09.023 UR - https://doi.org/10.1016/j.patrec.2004.09.023 ER - TY - CPAPER ID - DBLP:conf/ideal/LeeC05 AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - SOM-Based Novelty Detection Using Novel Data. BT - Intelligent Data Engineering and Automated Learning - IDEAL 2005, 6th International Conference, Brisbane, Australia, July 6-8, 2005, Proceedings SP - 359 EP - 366 PY - 2005// DO - 10.1007/11508069_47 UR - https://doi.org/10.1007/11508069_47 ER - TY - JOUR ID - DBLP:journals/compsec/YuC04 AU - Yu, Enzhe AU - Cho, Sungzoon TI - Keystroke dynamics identity verification - its problems and practical solutions. JO - Comput. Secur. VL - 23 IS - 5 SP - 428 EP - 440 PY - 2004// DO - 10.1016/J.COSE.2004.02.004 UR - https://doi.org/10.1016/j.cose.2004.02.004 UR - https://www.wikidata.org/entity/Q115062339 ER - TY - CPAPER ID - DBLP:conf/ideal/LeeC04 AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Combining Gaussian Mixture Models. BT - Intelligent Data Engineering and Automated Learning - IDEAL 2004, 5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings SP - 666 EP - 671 PY - 2004// DO - 10.1007/978-3-540-28651-6_98 UR - https://doi.org/10.1007/978-3-540-28651-6_98 ER - TY - CPAPER ID - DBLP:conf/cifer/BaekC03 AU - Baek, Jinwoo AU - Cho, Sungzoon TI - Bankruptcy prediction for credit risk using an auto-associative neural network in Korean firms. BT - 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, CIFEr 2003, Hong Kong, March 20-23, 2003 SP - 25 EP - 29 PY - 2003// DO - 10.1109/CIFER.2003.1196237 UR - https://doi.org/10.1109/CIFER.2003.1196237 ER - TY - CPAPER ID - DBLP:conf/cifer/LeeCB03 AU - Lee, Jun-Myung AU - Cho, Sungzoon AU - Baek, Jinwoo TI - Trend detection using auto-associative neural networks: Intraday KOSPI 200 futures. BT - 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, CIFEr 2003, Hong Kong, March 20-23, 2003 SP - 417 EP - 420 PY - 2003// DO - 10.1109/CIFER.2003.1196290 UR - https://doi.org/10.1109/CIFER.2003.1196290 ER - TY - CPAPER ID - DBLP:conf/ideal/ShinC03 AU - Shin, Hyunjung AU - Cho, Sungzoon TI - Fast Pattern Selection Algorithm for Support Vector Classifiers: Time Complexity Analysis. BT - Intelligent Data Engineering and Automated Learning, 4th International Conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003, Revised Papers SP - 1008 EP - 1015 PY - 2003// DO - 10.1007/978-3-540-45080-1_142 UR - https://doi.org/10.1007/978-3-540-45080-1_142 ER - TY - CPAPER ID - DBLP:conf/ideal/YuC03 AU - Yu, Enzhe AU - Cho, Sungzoon TI - Novelty Detection Approach for Keystroke Dynamics Identity Verification. BT - Intelligent Data Engineering and Automated Learning, 4th International Conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003, Revised Papers SP - 1016 EP - 1023 PY - 2003// DO - 10.1007/978-3-540-45080-1_143 UR - https://doi.org/10.1007/978-3-540-45080-1_143 ER - TY - CPAPER ID - DBLP:conf/pakdd/ShinC03 AU - Shin, Hyunjung AU - Cho, Sungzoon TI - Fast Pattern Selection for Support Vector Classifiers. BT - Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings SP - 376 EP - 387 PY - 2003// DO - 10.1007/3-540-36175-8_37 UR - https://doi.org/10.1007/3-540-36175-8_37 ER - TY - JOUR ID - DBLP:journals/paa/JangC02 AU - Jang, Min AU - Cho, Sungzoon TI - Observational Learning Algorithm for an Ensemble of Neural Networks. JO - Pattern Anal. Appl. VL - 5 IS - 2 SP - 154 EP - 167 PY - 2002// DO - 10.1007/S100440200014 UR - https://doi.org/10.1007/s100440200014 ER - TY - CPAPER ID - DBLP:conf/ideal/BaekC02 AU - Baek, Jinwoo AU - Cho, Sungzoon TI - An Up-Trend Detection Using an Auto-Associative Neural Network: KOSPI 200 Futures. BT - Intelligent Data Engineering and Automated Learning - IDEAL 2002, Third International Conference, Manchester, UK, August 12-14, Proceedings SP - 359 EP - 365 PY - 2002// DO - 10.1007/3-540-45675-9_53 UR - https://doi.org/10.1007/3-540-45675-9_53 ER - TY - CPAPER ID - DBLP:conf/ideal/ShinC02 AU - Shin, Hyunjung AU - Cho, Sungzoon TI - Pattern Selection for Support Vector Classifiers. BT - Intelligent Data Engineering and Automated Learning - IDEAL 2002, Third International Conference, Manchester, UK, August 12-14, Proceedings SP - 469 EP - 474 PY - 2002// DO - 10.1007/3-540-45675-9_70 UR - https://doi.org/10.1007/3-540-45675-9_70 ER - TY - JOUR ID - DBLP:journals/ijns/ChoS01 AU - Cho, Sungzoon AU - Shin, Min Sup TI - Neural Network Based Automatic Diagnosis of Children with Brain Dysfunction. JO - Int. J. Neural Syst. VL - 11 IS - 4 SP - 361 EP - 369 PY - 2001// DO - 10.1142/S0129065701000825 UR - https://doi.org/10.1142/S0129065701000825 UR - https://www.wikidata.org/entity/Q48713222 ER - TY - JOUR ID - DBLP:journals/npl/LeeC01 AU - Lee, Shinjae AU - Cho, Sungzoon TI - Smoothed Bagging with Kernel Bandwidth Selectors. JO - Neural Process. Lett. VL - 14 IS - 2 SP - 157 EP - 168 PY - 2001// DO - 10.1023/A:1012403711980 UR - https://doi.org/10.1023/A:1012403711980 ER - TY - JOUR ID - DBLP:journals/jocec/ChoHHK00 AU - Cho, Sungzoon AU - Han, Chigeun AU - Han, Dae Hee AU - Kim, Hyung-Il TI - Web-Based Keystroke Dynamics Identity Verification Using Neural Network. JO - J. Organ. Comput. Electron. Commer. VL - 10 IS - 4 SP - 295 EP - 307 PY - 2000// DO - 10.1207/S15327744JOCE1004_07 UR - https://doi.org/10.1207/S15327744JOCE1004_07 ER - TY - CPAPER ID - DBLP:conf/ideal/ShinLC00 AU - Shin, Hyunjung AU - Lee, Hyoungjoo AU - Cho, Sungzoon TI - Observational Learning with Modular Networks. BT - Intelligent Data Engineering and Automated Learning - IDEAL 2000, Data Mining, Financial Engineering, and Intelligent Agents, Second International Conference, Shatin, N.T. Hong Kong, China, December 13-15, 2000, Proceedings SP - 126 EP - 132 PY - 2000// DO - 10.1007/3-540-44491-2_19 UR - https://doi.org/10.1007/3-540-44491-2_19 ER - TY - CPAPER ID - DBLP:conf/ideal/BaekC00 AU - Baek, Jinwoo AU - Cho, Sungzoon TI - "Left Shoulder" Detection in Korea Composite Stock Price Index Using an Auto-Associative Neural Network. BT - Intelligent Data Engineering and Automated Learning - IDEAL 2000, Data Mining, Financial Engineering, and Intelligent Agents, Second International Conference, Shatin, N.T. Hong Kong, China, December 13-15, 2000, Proceedings SP - 286 EP - 291 PY - 2000// DO - 10.1007/3-540-44491-2_41 UR - https://doi.org/10.1007/3-540-44491-2_41 ER - TY - JOUR ID - DBLP:journals/ijis/PengZC99 AU - Peng, Yun AU - Zhou, Zonglin AU - Cho, Sungzoon TI - Constructing belief networks from realistic data. JO - Int. J. Intell. Syst. VL - 14 IS - 7 SP - 671 EP - 695 PY - 1999// DO - 10.1002/(SICI)1098-111X(199907)14:7<671::AID-INT3>3.0.CO;2-B UR - https://doi.org/10.1002/(SICI)1098-111X(199907)14:7<671::AID-INT3>3.0.CO;2-B ER - TY - CPAPER ID - DBLP:conf/ijcnn/JangC99 AU - Jang, Min AU - Cho, Sungzoon TI - Ensemble learning using observational learning theory. BT - International Joint Conference Neural Networks, IJCNN 1999, Washington, DC, USA, July 10-16, 1999 SP - 1287 EP - 1292 PY - 1999// DO - 10.1109/IJCNN.1999.831147 UR - https://doi.org/10.1109/IJCNN.1999.831147 ER - TY - CPAPER ID - DBLP:conf/ijcnn/HwangC99 AU - Hwang, Byungho AU - Cho, Sungzoon TI - Characteristics of auto-associative MLP as a novelty detector. BT - International Joint Conference Neural Networks, IJCNN 1999, Washington, DC, USA, July 10-16, 1999 SP - 3086 EP - 3091 PY - 1999// DO - 10.1109/IJCNN.1999.836051 UR - https://doi.org/10.1109/IJCNN.1999.836051 ER - TY - CPAPER ID - DBLP:conf/iconip/JangCWFW98 AU - Jang, Min AU - Cho, Sungzoon AU - Wong, Patrick M. AU - Fung, Chun Che AU - Wong, Kok Wai TI - Rock Porosity Prediction Using Multilayer Perceptrons. BT - The Fifth International Conference on Neural Information Processing, ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings SP - 1016 EP - 1019 PY - 1998// ER - TY - JOUR ID - DBLP:journals/connection/WhitneyRC97 AU - Whitney, Carol S. AU - Reggia, James A. AU - Cho, Sungzoon TI - Does Rotation of Neuronal Population Vectors Equal Mental Rotation? JO - Connect. Sci. VL - 9 IS - 3 SP - 253 EP - 268 PY - 1997// DO - 10.1080/095400997116630 UR - https://doi.org/10.1080/095400997116630 ER - TY - JOUR ID - DBLP:journals/npl/ChoJC97 AU - Cho, Sungzoon AU - Jang, Min AU - Chang, Sungjune TI - Virtual sample generation using a population of networks. JO - Neural Process. Lett. VL - 5 IS - 2 SP - 21 EP - 27 PY - 1997// DO - 10.1023/A:1009653706403 UR - https://doi.org/10.1023/A:1009653706403 ER - TY - JOUR ID - DBLP:journals/tnn/ChoCY97 AU - Cho, Sungzoon AU - Cho, Yongjung AU - Yoon, Sungchul TI - Reliable roll force prediction in cold mill using multiple neural networks. JO - IEEE Trans. Neural Networks VL - 8 IS - 4 SP - 874 EP - 882 PY - 1997// DO - 10.1109/72.595885 UR - https://doi.org/10.1109/72.595885 UR - https://www.wikidata.org/entity/Q52279415 ER - TY - CPAPER ID - DBLP:conf/icnn/LeeC97 AU - Lee, Jae Woo AU - Cho, Sungzoon TI - Learning the correlation of beam position monitors for Pohang synchrotron light source using neural networks. BT - Proceedings of International Conference on Neural Networks (ICNN'97), Houston, TX, USA, June 9-12, 1997 SP - 2445 EP - 2448 PY - 1997// DO - 10.1109/ICNN.1997.614467 UR - https://doi.org/10.1109/ICNN.1997.614467 ER - TY - JOUR ID - DBLP:journals/npl/ChoJR96 AU - Cho, Sungzoon AU - Jang, Min AU - Reggia, James A. TI - Effects of Varying Parameters on Properties of Self-Organizing Feature Maps. JO - Neural Process. Lett. VL - 4 IS - 1 SP - 53 EP - 59 PY - 1996// DO - 10.1007/BF00454846 UR - https://doi.org/10.1007/BF00454846 ER - TY - CPAPER ID - DBLP:conf/icec/ChoC96 AU - Cho, Sungzoon AU - Cha, Keonhoe TI - Evolution of Neural Network Training Set Through Addition of Virtual Samples. BT - Proceedings of 1996 IEEE International Conference on Evolutionary Computation, Nayoya University, Japan, May 20-22, 1996 SP - 685 EP - 688 PY - 1996// DO - 10.1109/ICEC.1996.542684 UR - https://doi.org/10.1109/ICEC.1996.542684 ER - TY - JOUR ID - DBLP:journals/ijns/ChoR94 AU - Cho, Sungzoon AU - Reggia, James A. TI - Map Formation in Proprioceptive Cortex. JO - Int. J. Neural Syst. VL - 5 IS - 2 SP - 87 EP - 101 PY - 1994// DO - 10.1142/S0129065794000116 UR - https://doi.org/10.1142/S0129065794000116 ER - TY - JOUR ID - DBLP:journals/artmed/ChoR93 AU - Cho, Sungzoon AU - Reggia, James A. TI - Multiple disorder diagnosis with adaptive competitive neural networks. JO - Artif. Intell. Medicine VL - 5 IS - 6 SP - 469 EP - 487 PY - 1993// DO - 10.1016/0933-3657(93)90038-5 UR - https://doi.org/10.1016/0933-3657(93)90038-5 UR - https://www.wikidata.org/entity/Q52221410 ER - TY - JOUR ID - DBLP:journals/neco/ChoR93 AU - Cho, Sungzoon AU - Reggia, James A. TI - Learning Competition and Cooperation. JO - Neural Comput. VL - 5 IS - 2 SP - 242 EP - 259 PY - 1993// DO - 10.1162/NECO.1993.5.2.242 UR - https://doi.org/10.1162/neco.1993.5.2.242 UR - https://www.wikidata.org/entity/Q114926578 ER - TY - JOUR ID - DBLP:journals/pr/ChoHY89 AU - Cho, Sungzoon AU - Haralick, Robert M. AU - Yi, Seungku TI - Improvement of kittler and illingworth's minimum error thresholding. JO - Pattern Recognit. VL - 22 IS - 5 SP - 609 EP - 617 PY - 1989// DO - 10.1016/0031-3203(89)90029-0 UR - https://doi.org/10.1016/0031-3203(89)90029-0 ER -