Conference
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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 |
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Conference
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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 |
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Conference
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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 |
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Journal
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2023 |
Trends on Data Management Technology using Artificial Intelligent Technology
김창수
전자통신동향분석, v.38, no.6, pp.22-30 |
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Conference
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2023 |
Learning for Spatio-temporal and Relational Data
Kihyuk Nam
International Conference on Big Data (Big Data) 2023, pp.6239-6241 |
0 |
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Conference
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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 |
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Conference
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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 |
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Journal
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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 |
2 |
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Conference
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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 |
1 |
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Conference
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2023 |
TAP-GAN: Enhanced Trajectory Privacy Based on ACGAN with Attention Mechanism
신지환
한국정보처리학회 학술 발표 대회 (춘계) 2023, pp.522-524 |
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Conference
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2023 |
Spatiotemporal Synthetic Data Generation for Imbalanced Data
송채헌
한국지능시스템학회 학술 대회 (춘계) 2023, pp.53-55 |
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Conference
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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 |
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Conference
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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 |
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Conference
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2022 |
Exploiting Machine Learning Models for Approximate Query Processing
Taewhi Lee
International Conference on Big Data (Big Data) 2022, pp.6734-6736 |
3 |
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Conference
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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 |
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Conference
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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 |
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Conference
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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 |
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Journal
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2022 |
Mixture Density Network Model-Based Approximate Query Processing Using Sampling Data
김성수
정보과학회 컴퓨팅의 실제 논문지, v.28, no.9, pp.150-157 |
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Conference
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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 |
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Conference
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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 |
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Conference
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2021 |
ML-based Approximate Query Processing Model using Synopsis Data
김성수
한국소프트웨어 종합 학술 대회 2021, pp.52-54 |
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Conference
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2021 |
A Study on Approximation Query Processing Method Based on Machine Learning Models
박춘서
한국정보처리학회 학술 발표 대회 (추계) 2021, pp.532-534 |
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Conference
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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 |
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Conference
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2020 |
A Practical Data Preparation Approach for Machine Learning over Heterogeneous Data Sources
Taewhi Lee
International Conference on Internet (ICONI) 2020, pp.1-2 |
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Conference
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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 |
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Conference
|
2019 |
Efficient Aggregation Query Processing Using a Local Aggregation Technique on NUMA Architecture
이상우
한국 컴퓨터 종합 학술 대회 2019, pp.154-156 |
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Journal
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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 |
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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 |
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Journal
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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 |
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Conference
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2016 |
Vectorized Query Execution Engine Design for SQL-on-Hadoop
김성수
한국정보과학회 학술 발표회 (동계) 2016, pp.149-151 |
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Conference
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2016 |
Integrating Query Column-Sets and Horizontal Partitions on Very Large Data
정문영
한국정보처리학회 학술 발표 대회 (추계) 2016, pp.521-522 |
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Conference
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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 |
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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 |
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Journal
|
2016 |
Similarity-based Change Detection for RDF in MapReduce
Taewhi Lee
Procedia Computer Science, v.91, pp.789-797 |
5 |
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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 |
0 |
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Conference
|
2015 |
Implementation of Medical Data-Based Big Data Analytics Service
김성수
한국정보과학회 학술 발표회 (동계) 2015, pp.157-159 |
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Conference
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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 |
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Conference
|
2015 |
SQL Extension for Supporting MapReduce Function
정문영
한국정보처리학회 학술 발표 대회 (추계) 2015, pp.1128-1130 |
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Conference
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2015 |
A Design of Semantic Image Change Detection using Ontology Annotation
Dong-Hyuk Im
International Conference on Convergence Technology (ICCT) 2015, pp.129-130 |
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Conference
|
2015 |
A Hypergraph-Based Modeling for Temporal RDF
이태휘
한국정보처리학회 학술 발표 대회 (춘계) 2015, pp.694-696 |
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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 |
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Conference
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2015 |
Design of Similar Image Search System Using Ontology Annotation
노현덕
한국정보처리학회 학술 발표 대회 (춘계) 2015, pp.674-675 |
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Journal
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2014 |
Join Processing with Threshold-Based Filtering in MapReduce
Taewhi Lee
Journal of Supercomputing, v.69, no.2, pp.793-813 |
5 |
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Journal
|
2014 |
Structural Change Detection Technique for RDF Data in MapReduce
이태휘
정보처리학회논문지 : 소프트웨어 및 데이터 공학, v.3, no.8, pp.293-298 |
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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 |
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