Browse "College of Engineering(공과대학)" by Author Faloutsos, Christos
Showing results 1 to 23 of 23
| CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams Shin, Kijung; Lee, Euiwoong; Oh, Jinoh; Hammoud, Mohammad; Faloutsos, Christos, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.15, no.3, 2021-04 |
| CoreScope: Graph Mining Using k-Core Analysis — Patterns, Anomalies and Algorithms Shin, Kijung; Eliassi-Rad, Tina; Faloutsos, Christos, IEEE International Conference on Data Mining (ICDM), IEEE Computer Society, 2016-12-13 |
| D-Cube: Dense-Block Detection in Terabyte-Scale Tensors Shin, Kijung; Hooi, Bryan; Kim, Jisu; Faloutsos, Christos, ACM International Conference on Web Search and Data Mining (WSDM), ACM Special Interest Group on Information Retrieval (SIGIR), 2017-02-09 |
Detecting Group Anomalies in Tera-Scale Multi-Aspect Data via Dense-Subtensor Mining Shin, Kijung; Hooi, Bryan; Kim, Jisu; Faloutsos, Christos, FRONTIERS IN BIG DATA, v.3, no.N, pp.58 - 58, 2021-04 |
| Fast and Memory-Efficient Algorithms for High-Order Tucker Decomposition Zhang, Jiyuan; Oh, Jinoh; Shin, Kijung; Papalexakis, Evangelos E.; Faloutsos, Christos; Yu, Hwanjo, KNOWLEDGE AND INFORMATION SYSTEMS, v.62, no.7, pp.2765 - 2794, 2020-07 |
| Fast anomaly detection despite the duplicates Lee, Jay Yoon; Kang, U; Koutra, Danai; Faloutsos, Christos, International World Wide Web Conference, International World Wide Web Conferences Steering Committee (IW3C2), 2013-05-13 |
| Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams Shin, Kijung; Oh, Sejoon; Kim, Jisu; Hooi, Bryan; Faloutsos, Christos, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.14, no.2, pp.1 - 39, 2020-03 |
| Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining Shin, Kijung; Hooi, Bryan; Faloutsos, Christos, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.12, no.3, 2018-04 |
| FRAUDAR: Bounding Graph Fraud in the Face of Camouflage Hooi, Bryan; Song, Hyun Ah; Beutel, Alex; Shah, Neil; Shin, Kijung; Faloutsos, Christos, ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), ACM Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), 2016-08-15 |
| GBASE: an efficient analysis platform for large graphs Kang, U; Tong, Hanghang; Sun, Ji-Meng; Lin, Ching-Yung; Faloutsos, Christos, VLDB JOURNAL, v.21, no.5, pp.637 - 650, 2012-10 |
| Graph-Based Fraud Detection in the Face of Camouflage Hooi, Bryan; Shin, Kijung; Song, Hyun Ah; Beutel, Alex; Shah, Neil; Faloutsos, Christos, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.11, no.4, 2017-08 |
| HADI: Mining Radii of Large Graphs Kang, U.; Tsourakakis, Charalampos E.; Appel, Ana Paula; Faloutsos, Christos; Leskovec, Jure, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.5, no.2, 2011-02 |
| HEigen: Spectral Analysis for Billion-Scale Graphs Kang, U; Meeder, Brendan; Papalexakis, Evangelos E.; Faloutsos, Christos, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.26, no.2, pp.350 - 362, 2014-02 |
| Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining Yoo, Jaemin; Lee, Meng-Chieh; Shekhar, Shubhranshu; Faloutsos, Christos, 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, pp.3128 - 3139, Association for Computing Machinery, 2023-08-09 |
| M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees Shin, Kijung; Hooi, Bryan; Faloutsos, Christos, European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), pp.264 - 280, Springer, 2016-09-23 |
| Patterns and anomalies in k-cores of real-world graphs with applications Shin, Kijung; Eliassi-Rad, Tina; Faloutsos, Christos, KNOWLEDGE AND INFORMATION SYSTEMS, v.54, no.3, pp.677 - 710, 2018-03 |
| PEGASUS: mining peta-scale graphs Kang, U; Tsourakakis, Charalampos E.; Faloutsos, Christos, KNOWLEDGE AND INFORMATION SYSTEMS, v.27, no.2, pp.303 - 325, 2011-05 |
| Real-Time Anomaly Detection in Edge Streams Bhatia, Siddharth; Liu, Rui; Hooi, Bryan; Yoon, Minji; Shin, Kijung; Faloutsos, Christos, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.16, no.4, 2022-08 |
| S-HOT: Scalable High-Order Tucker Decomposition Oh, Jinoh; Shin, Kijung; Papalexakis, Evangelos E.; Faloutsos, Christos; Yu, Hwanjo, ACM International Conference on Web Search and Data Mining (WSDM), ACM Special Interest Group on Information Retrieval (SIGIR), 2017-02-09 |
| SlashBurn: Graph Compression and Mining beyond Caveman Communities Lim, Yongsub; Kang, U; Faloutsos, Christos, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.26, no.12, pp.3077 - 3089, 2014-12 |
| SMF: Drift Aware Matrix Factorization with Seasonal Patterns Hooi, Bryan; Shin, Kijung; Liu, Shenghua; Faloutsos, Christos, SIAM International Conference on Data Mining (SDM), SIAM, 2019-05-03 |
| Temporal locality-aware sampling for accurate triangle counting in real graph streams Lee, Dongjin; Shin, Kijung; Faloutsos, Christos, VLDB JOURNAL, v.29, no.6, pp.1501 - 1525, 2020-11 |
| zooRank: Ranking Suspicious Entities in Time-Evolving Tensors Lamba, Hemank; Hooi, Bryan; Shin, Kijung; Faloutsos, Christos; Pfeffer, Jürgen, European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), pp.68 - 84, Springer, 2017-09-21 |
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