Charu C. Aggarwal
1995–2026 年に発表
- 別表記
- Charų C. Aggarwal
- 493
- 論文数
- 56,386
- 被引用数
- 105
- h 指数
- 353
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science70.5%
- Physics and Astronomy7.7%
- Engineering4.8%
- Social Sciences3%
- Decision Sciences2.8%
- Medicine2.6%
- その他8.6%
トピック
- Complex Network Analysis Techniques4.6%
- Anomaly Detection Techniques and Applications4.3%
- Advanced Graph Neural Networks3.6%
- Data Management and Algorithms3.5%
- Data Mining Algorithms and Applications3.1%
- Data Stream Mining Techniques2.9%
- その他78%
共著者
- Philip S. Yu107
- Jiawei Han31
- Jiliang Tang24
- Guo-Jun Qi18
- Suhang Wang18
- Thomas S. Huang18
- Joel L. Wolf16
- Huan Liu14
- Latifur Khan14
- Jianyong Wang12
- Saket Sathe12
- Tarek F. Abdelzaher12
- Karthik Subbian11
- Dong Wang9
- Haixun Wang9
- Yao Ma9
- Ahsanul Haque7
- Jiawei Zhang7
- Jing Gao7
- Lance M. Kaplan7
- Manish Gupta7
- Swarup Chandra7
- Wei Wang7
- Xianfeng Tang7
全論文
- Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016
著者: Balaji Krishnapuram, Mohak Shah, Alexander J. Smola, Charu C. Aggarwal, Dou Shen, Rajeev Rastogi - KDD 2016 被引用: 6,521
- On the Surprising Behavior of Distance Metrics in High Dimensional Spaces
著者: Charu C. Aggarwal, Alexander Hinneburg, Daniel A. Keim - Lecture notes in computer science, ICDT 2001 被引用: 2,058
- Stock Price Prediction via Discovering Multi-Frequency Trading Patterns
著者: Liheng Zhang, Charu C. Aggarwal, Guo-Jun Qi - SIGKDD International Conference on Knowledge Discovery and Data Mining 2017 被引用: 433
- NetWalk: A Flexible Deep Embedding Approach for Anomaly Detection in Dynamic Networks
著者: Wenchao Yu, Wei Cheng, Charu C. Aggarwal, Kai Zhang, Haifeng Chen, Wei Wang - SIGKDD International Conference on Knowledge Discovery & Data Mining 2018 被引用: 345
- Outlier Detection for Temporal Data: A Survey
著者: Manish Gupta, Jing Gao, Charu C. Aggarwal, Jiawei Han - IEEE Transactions on Knowledge and Data Engineering, IEEE Trans. Knowl. Data Eng. 2014 被引用: 983
- Survey on Applications of Multi-Armed and Contextual Bandits
著者: Djallel Bouneffouf, Irina Rish, Charu C. Aggarwal - IEEE Congress on Evolutionary Computation (CEC) 2020 被引用: 239
- Data Classification: Algorithms and Applications
著者: Charu C. Aggarwal - CRC 2014 被引用: 887
- A Framework for Clustering Evolving Data Streams
著者: Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu - Elsevier eBooks, VLDB 2003 被引用: 1,795
- Data Mining - The Textbook
著者: Charu C. Aggarwal - IEEE Symposium on Security and Privacy, SP 2015 被引用: 812
- Outlier Detection with Autoencoder Ensembles
著者: Jinghui Chen, Saket Sathe, Charu C. Aggarwal, Deepak S. Turaga - Society for Industrial and Applied Mathematics eBooks, SDM 2017 被引用: 450
- A Survey of Text Classification Algorithms
著者: Charu C. Aggarwal, ChengXiang Zhai - Mining Text Data 2012 被引用: 842
- Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks
著者: Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Yiqi Wang, Jiliang Tang, Charu C. Aggarwal, Prasenjit Mitra, Suhang Wang - International Conference on Information & Knowledge Management, CIKM 2020 被引用: 94
- An Introduction to Recommender Systems
著者: Charų C. Aggarwal - Recommender Systems 2016 被引用: 217
- A Comprehensive Survey on Data Augmentation
著者: Zaitian Wang, Pengfei Wang, Kunpeng Liu, Pengyang Wang, Yanjie Fu, Chang-Tien Lu, Charu C. Aggarwal, Jian Pei, Yuanchun Zhou - IEEE Transactions on Knowledge and Data Engineering, IEEE Trans. Knowl. Data Eng. 2025 被引用: 40
- Neural Networks and Deep Learning - A Textbook
著者: Charu C. Aggarwal - IEEE Symposium on Security and Privacy, SP 2018 被引用: 2,506
- CTLA4 blockade abrogates KEAP1/STK11-related resistance to PD-(L)1 inhibitors
著者: Ferdinandos Skoulidis, Haniel A. Araújo, Minh Truong, Yu Qian, Xin Sun, Ana Galán‐Cobo, John T. Le, Meagan Montesion, Rachael Palmer, Nadine S. Jahchan, Joseph Juan, Chengyin Min, Yi Yu, Xuewen Pan, Kathryn C. Arbour, Natalie I. Vokes, Stephanie Schmidt, David Molkentine, Dwight H. Owen, Regan Memmott, Pradnya D. Patil, Melina E. Marmarelis, Mark M. Awad, Joseph C. Murray, Jessica A. Hellyer, Justin F. Gainor, Anastasios Dimou, Christine M. Bestvina, Catherine A. Shu, Jonathan W. Riess, Collin M. Blakely, Chad V. Pecot, Laura Mezquita, Fabrizio Tabbò, Matthias Scheffler, Subba R. Digumarthy, Meghan J. Mooradian, Adrian G. Sacher, Sally C. M. Lau, Andreas Saltos, Julia Rotow, Rocio Perez Johnson, Corinne Liu, Tyler F. Stewart, Sarah B. Goldberg, Jonathan Killam, Zenta Walther, Kurt A. Schalper, Kurtis D. Davies, Mark G. Woodcock, Valsamo Anagnostou, Kristen A. Marrone, Patrick M. Forde, Biagio Ricciuti, Deepti Venkatraman, Eliezer M. Van Allen, Amy L. Cummings, Jonathan W. Goldman, Hiram Shaish, Melanie Wain Kier, Sharyn I. Katz, Charu C. Aggarwal, Ying Ni, Joseph T. Azok, Jeremy Segal, Lauren L. Ritterhouse, Joel W. Neal, Ludovic Lacroix, Yasir Y. Elamin, Marcelo V. Negrão, Xiuning Le, Vincent K. Lam, Whitney E. Lewis, Haley N. Kemp, Brett Carter, Jack A. Roth, Stephen G. Swisher, Richard Lee, Teng Zhou, Alissa Poteete, Yifan Kong, Tomohiro Takehara, Alvaro Guimaraes Paula, Edwin R. Parra, Carmen Behrens, Ignacio I. Wistuba, Jianjun Zhang, George R. Blumenschein, Carl M. Gay, Lauren A. Byers, Don L. Gibbons, Anne S. Tsao, J. Jack Lee, Trever G. Bivona, D. Ross Camidge, Jhannelle E Gray, Natasha B. Leighl, Benjamin Levy, Julie R. Brahmer, Marina Chiara Garassino ほか 31 名 - Nature 2024 被引用: 155
- DATA CLUSTERING
著者: Charų C. Aggarwal - 2013 被引用: 606
- Theoretical Foundations and Algorithms for Outlier Ensembles
著者: Charu C. Aggarwal, Saket Sathe - ACM SIGKDD Explorations Newsletter, SIGKDD Explor. 2015 被引用: 284
- An Introduction to Data Mining
著者: Charų C. Aggarwal - Data Mining 2015 被引用: 307
- Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
著者: Jing Ren, Feng Xia, Ivan Lee, Azadeh Noori Hoshyar, Charu C. Aggarwal - ACM Transactions on Intelligent Systems and Technology, ACM Trans. Intell. Syst. Technol. 2022 被引用: 47
- Heterogeneous Network Embedding via Deep Architectures
著者: Shiyu Chang, Wei Han, Jiliang Tang, Guo-Jun Qi, Charu C. Aggarwal, Thomas S. Huang - SIGKDD International Conference on Knowledge Discovery and Data Mining 2015 被引用: 629
- DAGAD: Data Augmentation for Graph Anomaly Detection
著者: Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal - IEEE International Conference on Data Mining (ICDM) 2022 被引用: 48
- Managing and Mining Graph Data
著者: Charu C. Aggarwal, Haixun Wang - The Kluwer international series on advances in database systems, Managing and Mining Graph Data 2010 被引用: 586
- A Survey of Text Clustering Algorithms
著者: Charu C. Aggarwal, ChengXiang Zhai - Mining Text Data 2012 被引用: 569
