| Name | Younghoon LEE |
|---|---|
| Position | professor |
| Tel | +82-2-970-6467 |
| Fax | 02-974-2849 |
| yhoon.lee@seoultech.ac.kr |
Journal Papers |
|---|
| - Usability Problem Identification Based on Explainable Neural Network in Asynchronous Testing Environment, Interacting with Computers, vol.33 No.2 pp.155~166, 2022 - Multimodal Sentiment Analysis Using Review Data and Product Information, The Journal of Society for e-Business Studies, vol.27 No.1 pp.15~28, 2022 - Content Prioritization Based on Usage Pattern Analysis, INTERNATIONAL JOURNAL OF HUMAN–COMPUTER INTERACTION, vol.37 No.17 pp.1598~1606, 2021 - Suggestion of Strategy for the Automation of Stocks Based on Reinforcement Learning, 대한산업공학회지, vol.47 No.4 pp.399~405, 2021 - Explainable Artificial Intelligence-Based Competitive Factor Identification, ACM Transactions on Knowledge Discovery from Data, vol.16 No.1, 2021 - Extraction of Competitive Factors in a Competitor Analysis Using an Explainable Neural Network, Neural Processing Letters, vol.53 No.3 pp.1979~1994, 2021 - Determining user needs through abnormality detection and heterogeneous embedding of usage sequence, Electronic commerce research, vol.21 No.2 pp.245~261, 2021 - N, 대한산업공학회지, vol.47 No.1 pp.23~33, 2021 - Systematic Homonym Detection and Replacement Based on Contextual Word Embedding, Neural Processing Letters, vol.53 No.1 pp.17~36, 2021 - User segmentation via interpretable user representation and relative similarity-based segmentation method, MULTIMEDIA SYSTEMS, vol.27 No.1 pp.61~72, 2021 - N, 대한산업공학회지, vol.46 No.6 pp.663~672, 2020 - Serendipity adjustable application recommendation via joint disentangled recurrent variational auto-encoder, Electronic Commerce Research and Applications, vol.44, 2020 - Extraction and prioritization of product attributes using an explainable neural network, Pattern Analysis and Applications, vol.23 No.4 pp.1767~1777, 2020 - Design of Semantic-Based Colorization of Graphical User Interface Through Conditional Generative Adversarial Nets, INTERNATIONAL JOURNAL OF HUMAN–COMPUTER INTERACTION, vol.36 No.8 pp.699~708, 2020 - Abnormal Usage Sequence Detection for Identification of User Needs via Recurrent Neural Network Semantic Variational Autoencoder, International Journal of Human–Computer Interaction, vol.36 No.7 pp.631~640, 2020 - Smartphone help contents re-organization considering user specification via conditional GAN, International Journal of Human-Computer Studies, vol.129 pp.108~115, 2019 - App usage prediction for dual display device via two-phase sequence modeling. Pervasive and Mobile Computing, Pervasive and Mobile Computing, vol.58, 2019 - Extraction of Product Evaluation Factors with a Convolutional Neural Network and Transfer Learning, Neural Processing Letters, vol.50 No.1 pp.149~164, 2019 - Document representation based on probabilistic word clustering in customer-voice classification, Pattern Analysis and Applications, vol.22 No.1 pp.221~232, 2019 - Applying convolution filter to matrix of word-clustering based document representation, Neurocomputing, vol.315 No.13 pp.210~220, 2018 - De-noising documents with a novelty detection method utilizing class vectors, Intelligent Data Analysis, vol.22 No.4 pp.717~733, 2018 - Smartphone user segmentation based on app usage sequence with neural networks, Telematics and Informatics, vol.35 No.2 pp.329~339, 2018 |
Conference Papers |
| - 원현우, 이영훈, 딥러닝을 활용한 서울시 공공자전거 고장예측에 관한 연구, 2021 한국전자거래학회 추계학술대회, 벡스코, 2021 - 한주희, 강채원, 이영훈, 커머셜 포스터(commercial porster)에서의 감성 표현을 위한 대표 배색 도출, 2021 대한산업공학회 추계학술대회, 동국대학교, 2021 - 유진이, 강지철, 이영훈, 벤처투자 이진네트워크에서의 투자예측에 대한 성능 비교, 2021 대한산업공학회 추계학술대회, 동국대학교, 2021 - Jonghwan Park, Younghoon Lee, Object Detection in Dental X-ray Image Using 5-axis Coordinate System, IEEE ICECCME 2021, Online, 2021 - Hohyun Hwang, Younghoon Lee, Semi-Supervised Learning based on Auto-generated Lexicon using XAI in Sentiment Analysis, RANLP 2021, Online, 2021 - 박종환, 황호현, 한주희, 권순기, 이영훈, Bottleneck Attention Module을 활용한 Few Shot Classification 성능 향상, 한국전자거래학회 2021 춘계학술대회, 라카이샌드파인, 2021 - 김용훈, 이종서, 김현준, 이영훈, 강화학습 기반 주식 자동 매매 시스템의 학습 전략 제안, 한국전자거래학회 2020년 추계 학술대회, 온라인, 2020 - 박종환, 이영훈, Rotated Bounding Box를 활용한 치아 X-ray 이미지의 Object Detection, 2020 대한산업공학회 추계학술대회, 서울과기대, 2020 - 황호현, 김도현, 이영훈, 준지도학습을 응용한 자동생성 사전 기반의 감성 분석, 대한산업공학회 추계학술대회, 서울과기대, 2020 |
Projects |
| - 치과 영상데이터를 기반으로 한 치아식별 및 임플란트 삽입가이드 인공지능설계를 통한 기업 지원, 한국산업기술시험원, 2019.12.~2020.03. |