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Lee Taewhi
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Smart Data Research Section
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Type Year Title Cited Download
Conference
2024 Incremental Learning of Probabilistic Circuit Models for Approximate Query Processing   김성수   한국 인공지능 학술대회 2024, pp.1-2
Conference
2024 Constrained Approximate Query Processing with Error and Response Time-Bound Guarantees for Efficient Big Data Analytics   Sungsoo Kim   International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2024, pp.373-376 0
Conference
2024 Data Analytics Evolved: Active Metadata-Driven Fast Graph Learning Approach for Faster, Smarter Decision Making   김성수   한국인터넷정보학회 학술 발표 대회 (춘계) 2024, pp.153-154
Conference
2023 Learning for Spatio-temporal and Relational Data   Kihyuk Nam   International Conference on Big Data (Big Data) 2023, pp.6239-6241 0
Journal
2023 Trends on Data Management Technology using Artificial Intelligent Technology   김창수   전자통신동향분석, v.38, no.6, pp.22-30
Conference
2023 Privacy-preserving Approximate Query Processing with Differentially Private Generative Models   Jiwon Ock   International Conference on Big Data (Big Data) 2023, pp.6242-6244 1
Conference
2023 A Framework for Learned Approximate Query Processing for Tabular Data with Trajectory   Kihyuk Nam   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1122-1124 1
Journal
2023 Generating Labeled Multiple Attribute Trajectory Data With Selective Partial Anonymization Based on Exceptional Conditional Generative Adversarial Network   Yeji Song  IEEE Access, v.11, pp.117190-117199 3
Conference
2023 Towards Better Time-series Data Augmentation for Contrastive Learning   Jang-Ho Choi   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1322-1324 0
Conference
2023 Except-Condition Generative Adversarial Network for Generating Trajectory Data   Yeji Song  International Conference on Database and Expert Systems Applications (DEXA) 2023 (LNCS 14147), v.14147, pp.289-294 2
Conference
2023 TAP-GAN: Enhanced Trajectory Privacy Based on ACGAN with Attention Mechanism   신지환  한국정보처리학회 학술 발표 대회 (춘계) 2023, pp.522-524
Conference
2023 Spatiotemporal Synthetic Data Generation for Imbalanced Data   송채헌   한국지능시스템학회 학술 대회 (춘계) 2023, pp.53-55
Conference
2023 TCAC-GAN: Synthetic Trajectory Generation Model Using Auxiliary Classifier Generative Adversarial Networks for Improved Protection of Trajectory Data   Jihwan Shin  International Conference on Big Data and Smart Computing (BigComp) 2023, pp.314-315 4
Conference
2023 TK-BERT: Effective Model of Language Representation using Topic-based Knowledge Graphs   Chanwook Min  International Conference on Ubiquitous Information Management and Communication (IMCOM) 2023, pp.1-4 1
Conference
2022 Exploiting Machine Learning Models for Approximate Query Processing   Taewhi Lee   International Conference on Big Data (Big Data) 2022, pp.6734-6736 4
Conference
2022 An Efficient Data Analysis For Edge-Enabled Distributed Environments using Tractable Probabilistic Models   Kihyuk Nam   International Conference on Big Data (Big Data) 2022, pp.6769-6771 0
Conference
2022 Designing ML-based Approximate Query Processing Services on Time-Varying Large Dataset for Distributed Systems   Kihyuk Nam   International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1979-1982 1
Conference
2022 Query Transformation for Approximate Query Processing Using Synthetic Data from Deep Generative Models   Taewhi Lee   International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.314-317 3
Journal
2022 Mixture Density Network Model-Based Approximate Query Processing Using Sampling Data   김성수   정보과학회 컴퓨팅의 실제 논문지, v.28, no.9, pp.150-157
Conference
2022 Exploiting Heterogeneous Monitoring Data for Spatiotemporal Algal Bloom Prediction   Taewhi Lee   International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 2022, pp.443-445 1
Conference
2021 Trajectory privacy protection of selective partial area using the GAN model   Yeji Song  International Conference on Ubiquitous Information Technologies and Applications (CUTE) 2021, pp.1-7
Conference
2021 ML-based Approximate Query Processing Model using Synopsis Data   김성수   한국소프트웨어 종합 학술 대회 2021, pp.52-54
Conference
2021 A Study on Approximation Query Processing Method Based on Machine Learning Models   박춘서   한국정보처리학회 학술 발표 대회 (추계) 2021, pp.532-534
Conference
2020 Enhancing Environmental Data Forecasting Performance by Utilizing Multi-region Data with Hard-parameter sharing   Jang-Ho Choi   International Conference on Internet (ICONI) 2020, pp.1-3
Conference
2020 A Practical Data Preparation Approach for Machine Learning over Heterogeneous Data Sources   Taewhi Lee   International Conference on Internet (ICONI) 2020, pp.1-2
Conference
2020 Enhancing Prediction of Chlorophyll-a Concentration with Feature Extraction using Higher-Order Partial Least Squares   Taewhi Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1666-1668 5
Conference
2019 Efficient Aggregation Query Processing Using a Local Aggregation Technique on NUMA Architecture   이상우  한국 컴퓨터 종합 학술 대회 2019, pp.154-156
Journal
2018 Efficiently Answering Reachability Queries for Tree-Structured Data in Repetitive Prime Number Labeling Schemes   Jinhyun Ahn  Applied Sciences, v.8, no.5, pp.1-9 3
Journal
2017 Optimization Technique for Prime Number Labeling of Directed Acyclic Graphs   Jinhyun Ahn  Journal of Theoretical and Applied Information Technology, v.95, no.3, pp.645-653 0
Journal
2017 A Dynamic and Parallel Approach for Repetitive Prime Labeling of XML with MapReduce   Jinhyun Ahn  Journal of Supercomputing, v.73, no.2, pp.810-836 4
Conference
2016 Vectorized Query Execution Engine Design for SQL-on-Hadoop   김성수   한국정보과학회 학술 발표회 (동계) 2016, pp.149-151
Conference
2016 Integrating Query Column-Sets and Horizontal Partitions on Very Large Data   정문영   한국정보처리학회 학술 발표 대회 (추계) 2016, pp.521-522
Conference
2016 Partial Materialization for Data Integration in SQL-on-Hadoop Engines   Taewhi Lee   International Conference on IT Convergence and Security (ICITCS) 2016, pp.1-2 1
Conference
2016 Parallel Prime Number Labeling of Large XML Data Using MapReduce   Jinhyun Ahn  International Conference on IT Convergence and Security (ICITCS) 2016, pp.1-2 3
Journal
2016 Similarity-based Change Detection for RDF in MapReduce   Taewhi Lee   Procedia Computer Science, v.91, pp.789-797 5
Conference
2016 Sweet KIWI: Statistics-Driven OLAP Acceleration using Query Column Sets   Sung-Soo Kim   International Conference on Extending Database Technology (EDBT) 2016, pp.680-681 1
Conference
2015 Implementation of Medical Data-Based Big Data Analytics Service   김성수   한국정보과학회 학술 발표회 (동계) 2015, pp.157-159
Conference
2015 Flying KIWI: Design of Approximate Query Processing Engine for Interactive Data Analytics at Scale   Sung-Soo Kim   International Conference on Big Data Applications and Services (BigDAS) 2015, pp.1-2
Conference
2015 SQL Extension for Supporting MapReduce Function   정문영   한국정보처리학회 학술 발표 대회 (추계) 2015, pp.1128-1130
Conference
2015 A Design of Semantic Image Change Detection using Ontology Annotation   Dong-Hyuk Im  International Conference on Convergence Technology (ICCT) 2015, pp.129-130
Conference
2015 A Survey on Query Interface and Query Optimization for the SQL-MapReduce Integration   이태휘   한국정보처리학회 학술 발표 대회 (춘계) 2015, pp.136-138
Conference
2015 A Hypergraph-Based Modeling for Temporal RDF   이태휘   한국정보처리학회 학술 발표 대회 (춘계) 2015, pp.694-696
Conference
2015 Design of Similar Image Search System Using Ontology Annotation   노현덕  한국정보처리학회 학술 발표 대회 (춘계) 2015, pp.674-675
Journal
2014 Structural Change Detection Technique for RDF Data in MapReduce   이태휘   정보처리학회논문지 : 소프트웨어 및 데이터 공학, v.3, no.8, pp.293-298
Journal
2014 Join Processing with Threshold-Based Filtering in MapReduce   Taewhi Lee   Journal of Supercomputing, v.69, no.2, pp.793-813 5
Conference
2014 Characteristics of Online Social Services Sharing Long Duration Content   Hyewon Lim  International Conference on Internet Computing and Big Data (ICOMP) 2014, pp.1-7