| Feature selection for classification M Dash, H Liu Intelligent data analysis 1 (1-4), 131-156, 1997 | 5418 | 1997 |
| Fake news detection on social media: A data mining perspective K Shu, A Sliva, S Wang, J Tang, H Liu ACM SIGKDD explorations newsletter 19 (1), 22-36, 2017 | 4793 | 2017 |
| Feature selection: A data perspective J Li, K Cheng, S Wang, F Morstatter, RP Trevino, J Tang, H Liu ACM computing surveys (CSUR) 50 (6), 1-45, 2017 | 4541 | 2017 |
| Cross-validation P Refaeilzadeh, L Tang, H Liu Encyclopedia of Database Systems, 532-538, 2009 | 4172* | 2009 |
| Toward integrating feature selection algorithms for classification and clustering H Liu, L Yu IEEE Transactions on knowledge and data engineering 17 (4), 491-502, 2005 | 3861 | 2005 |
| Feature selection for high-dimensional data: A fast correlation-based filter solution L Yu, H Liu Proceedings of the 20th international conference on machine learning (ICML …, 2003 | 3820 | 2003 |
| Feature selection for knowledge discovery and data mining H Liu, H Motoda Springer science & business media, 2012 | 3273 | 2012 |
| Efficient feature selection via analysis of relevance and redundancy L Yu, H Liu Journal of machine learning research 5 (Oct), 1205-1224, 2004 | 3095 | 2004 |
| Feature selection for classification: A review J Tang, S Alelyani, H Liu Data classification: Algorithms and applications, 37, 2014 | 2109 | 2014 |
| Subspace clustering for high dimensional data: a review L Parsons, E Haque, H Liu Acm sigkdd explorations newsletter 6 (1), 90-105, 2004 | 2019 | 2004 |
| Computational Methods of Feature Selection H Liu, H Motoda CRC Press, 2007 | 1928 | 2007 |
| Fakenewsnet: A data repository with news content, social context, and spatiotemporal information for studying fake news on social media K Shu, D Mahudeswaran, S Wang, D Lee, H Liu Big data 8 (3), 171-188, 2020 | 1820 | 2020 |
| Chi2: Feature selection and discretization of numeric attributes H Liu, R Setiono Proceedings of 7th IEEE international conference on tools with artificial …, 1995 | 1580 | 1995 |
| Discretization: An enabling technique H Liu, F Hussain, CL Tan, M Dash Data mining and knowledge discovery 6 (4), 393-423, 2002 | 1496 | 2002 |
| Is the sample good enough? Comparing data from Twitter's streaming API with Twitter's firehose F Morstatter, J Pfeffer, H Liu, K Carley Proceedings of the international AAAI conference on web and social media 7 …, 2013 | 1450 | 2013 |
| Feature extraction, construction and selection: A data mining perspective H Liu, H Motoda Springer Science & Business Media, 1998 | 1288 | 1998 |
| Spectral feature selection for supervised and unsupervised learning Z Zhao, H Liu Proceedings of the 24th international conference on Machine learning, 1151-1157, 2007 | 1245 | 2007 |
| Consistency-based search in feature selection M Dash, H Liu Artificial intelligence 151 (1-2), 155-176, 2003 | 1207 | 2003 |
| Social Media Mining: An Introduction R Zafarani, A Abbasi, H Liu Cambridge University Press, 2014 | 1196 | 2014 |
| Beyond news contents: The role of social context for fake news detection K Shu, S Wang, H Liu Proceedings of the twelfth ACM international conference on web search and …, 2019 | 1126* | 2019 |
Jiliang TangUniversity Foundation Professor of Computer Science and Engineering, Michigan State UniversityVerified email at msu.edu
