[-] Name Disambiguation results for 5 "Huan Liu": [Show all "Huan Liu"]

<
1 h-index:34 #papers:121
School of Computing, Informatics, and Decision Systems Engineeri ...
2 h-index:2 #papers:5
3 h-index:3 #papers:4
4 h-index:2 #papers:3
Accenture Technology Labs, San Jose, CA, USA
5 h-index:2 #papers:2
>
[Edit]

Huan Liu [FOAF]  [Follow]

Position: Professor
Affiliation: School of Computing, Informatics, and Decision Systems Engineering
Address: Ira A. Fulton School of Engineering Brickyard Suite 501, 699 South Mill Avenue Arizona State University Box 878809 Tempe, AZ85287-8809, U.S.A.
Phone: 480-727-7349
Fax: 480-965-2751
Email:
Homepage: http://www.public.asu.edu/~huanliu/
[Edit]
Statistics: H-index: 34 (See all experts' h-index.)
total citation number: 5211
highest-cited paper: Feature Selection for Classification (1997) at Intell. Data Anal. (Cited By 879)

Research Interest:

Feature Selection, Data Mining, Feature Transformation, Efficient Feature Selection, Evolving Feature Selection

Show Temporal Interests (Do you want to see the change of his/her research interests?)


National Science Foundation - US

[4] NSF Workshop Sponsorship for the Second International Workshop on Social Computing, Behavioral Modeling, and Prediction (0908506), 2009-01-15 － 2009-12-31
[3] III-COR-Small: Beyond Feature Selection and Extraction - An Integrated Framework for High-Dimensional Data of Small Labeled Samples (0812551), 2008-09-01 － 2009-08-31
[2] A Collaborative Project: Development of An Undergraduate Data Mining Course (0231448), 2003-01-01 － 2004-12-31
[1] SGER: Toward a Unifying Taxonomy for Feature Selection (0127815), 2001-09-15 － 2002-08-31

National Science Foundation - CN

[1] 刘欢, 纳米碳材料（碳纳米管薄膜及金刚石薄膜）的表面浸润性研究 (20601005), 2007-01-01 - 2009-12-01

Publications: [Edit disambiguation Result]

2010(1)
[121]Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya. WisColl: Collective wisdom based blog clustering. Inf. Sci., 2010: 39~61    Cited By 3[Bibtex]
2009(14)
[120]Lei Tang, Xufei Wang, Huan Liu. Uncoverning Groups via Heterogeneous Interaction Analysis. 2009. pp.503~512    Cited By 3[Bibtex]
[119]Zheng Zhao, Shashvata Sharma, Nitin Agarwal, Huan Liu, Jiangxin Wang, Yung Chang. Integrating Knowledge in Search of Biologically Relevant Genes. 2009. pp.88~93   [Bibtex]
[118]Nitin Agarwal, Huan Liu, Shankara B. Subramanya, John J. Salerno, Philip S. Yu. Connecting Sparsely Distributed Similar Bloggers. 2009. pp.11~20   [Bibtex]
[117]Lei Tang, Huan Liu. Scalable learning of collective behavior based on sparse social dimensions.  CIKM'2009. pp.1107~1116    Cited By 7[Bibtex]
[116]Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye. Multiclass Probabilistic Kernel Discriminant Analysis.  IJCAI'2009. pp.1363~1368    Cited By 1[Bibtex]
[115]Lei Tang, Huan Liu. Relational learning via latent social dimensions.  KDD'2009. pp.817~826    Cited By 12[Bibtex]
[114]Zheng Zhao, Huan Liu. Searching for interacting features in subset selection. Intell. Data Anal., 2009: 207~228    Cited By 48[Bibtex]
[113]Huan Liu, John J. Salerno, Michael Young, Rakesh Agrawal, Philip S. Yu. Introduction to special issue on social computing, behavioral modeling, and prediction. TKDD, 2009.    [Bibtex]
[112]Sai T. Moturu, Jian Yang, Huan Liu. Quantifying Utility and Trustworthiness for Advice Shared on Online Social Media.  Computers & Electrical Engineering'2009. pp.489~494   [Bibtex]
[111]Zoran Obradovic, Huan Liu. Special issue on the best papers of SDM'09. Statistical Analysis and Data Mining, 2009: 291~293   [Bibtex]
[110]Huan Liu, Zheng Zhao. Manipulating Data and Dimension Reduction Methods: Feature Selection.  ACM SIGMICRO Newsletter, 2009: 5348~5359    Cited By 8[Bibtex]
[109]Payam Refaeilzadeh, Lei Tang, Huan Liu. Cross-Validation.  Theory of Computing Systems, 2009: 532~538   [Bibtex] [PDF]
[108]Nitin Agarwal, Huan Liu. Trust in Blogosphere.  Theory of Computing Systems, 2009: 3187~3191   [Bibtex]
[107]Nitin Agarwal, Huan Liu. Modeling and Data Mining in Blogosphere. null: Applied Intelligence, 2009.     Cited By 3[Bibtex]
2008(14)
[106]Shankara B. Subramanya, Huan Liu. Socialtagger - collaborative tagging for blogs in the long tail.  SSM'2008. pp.19~26    Cited By 2[Bibtex]
[105]Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya. Clustering Blogs with Collective Wisdom.  ICWE'2008. pp.336~339    Cited By 7[Bibtex]
[104]Shankara B. Subramanya, Baoxin Li, Huan Liu. Robust integration of multiple information sources by view completion.  IRI'2008. pp.398~403    Cited By 1[Bibtex]
[103]Zheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Yung Chang. Identifying biologically relevant genes via multiple heterogeneous data sources.  KDD'2008. pp.839~847    Cited By 9[Bibtex]
[102]Lei Tang, Huan Liu, Jianping Zhang, Zohreh Nazeri. Community evolution in dynamic multi-mode networks.  KDD'2008. pp.677~685    Cited By 30[Bibtex]
[101]Jieping Ye, Kewei Chen, Teresa Wu, Jing Li, Zheng Zhao, Rinkal Patel, Min Bae, Ravi Janardan, Huan Liu, Gene Alexander, Eric Reiman. Heterogeneous data fusion for alzheimer's disease study.  KDD'2008. pp.1025~1033    Cited By 7[Bibtex]
[100]Wai Kit Wong, David W. Cheung, Edward Hung, Huan Liu. Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining.  PAKDD'2008. pp.381~392    Cited By 2[Bibtex]
[99]Nitin Agarwal, Huan Liu, Lei Tang, Philip S. Yu. Identifying the influential bloggers in a community.  WSDM'2008. pp.207~218    Cited By 65[Bibtex]
[98]Sai T. Moturu, Huan Liu, William G. Johnson. Healthcare Risk Modeling for Medicaid Patients - The Impact of Sampling on the Prediction of High-Cost Patients.  HEALTHINF (1)'2008. pp.126~133    Cited By 1[Bibtex]
[97]Nitin Agarwal, Huan Liu. Blogosphere: research issues, tools, and applications. SIGKDD Explorations, 2008: 18~31    Cited By 22[Bibtex]
[96]Lei Tang, Huan Liu, Jianping Zhang, Nitin Agarwal, John J. Salerno. Topic taxonomy adaptation for group profiling. TKDD, 2008.     Cited By 8[Bibtex]
[95]Shankara B. Subramanya, Zheshen Wang, Baoxin Li, Huan Liu. Completing missing views for multiple sources of web media. IJDMMM, 2008: 23~44    Cited By 2[Bibtex]
[94]Manoranjan Dash, Huan Liu. Dimensionality Reduction.  Wiley Encyclopedia of Computer Science and Engineering, 2008.     Cited By 1[Bibtex]
[93]Sai T. Moturu, Huan Liu, William G. Johnson. Understanding the Effects of Sampling on Healthcare Risk Modeling for the Prediction of Future High-Cost Patients.  BIOSTEC (Selected Papers)'2008. pp.493~506   [Bibtex]
2007(7)
[92]Jieping Ye, Zheng Zhao, Huan Liu. Adaptive Distance Metric Learning for Clustering.  CVPR'2007.     Cited By 12[Bibtex]
[91]Zheng Zhao, Huan Liu. Spectral feature selection for supervised and unsupervised learning.  ICML'2007. pp.1151~1157    Cited By 43[Bibtex]
[90]Zheng Zhao, Huan Liu. Searching for Interacting Features.  IJCAI'2007. pp.1156~1161    Cited By 48[Bibtex] [PDF]
[89]Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Huan Liu, Philip S. Yu. Time-dependent event hierarchy construction.  KDD'2007. pp.300~309    Cited By 9[Bibtex]
[88]Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu. Nonlinear adaptive distance metric learning for clustering.  KDD'2007. pp.123~132    Cited By 12[Bibtex]
[87]Zheng Zhao, Huan Liu. Semi-supervised Feature Selection via Spectral Analysis.  SDM'2007.     Cited By 28[Bibtex]
[86]Sai T. Moturu, William G. Johnson, Huan Liu. Predicting Future High-Cost Patients: A Real-World Risk Modeling Application.  BIBM'2007. pp.202~208    Cited By 3[Bibtex]
2006(7)
[85]Ping Wu, Ji-Rong Wen, Huan Liu, Wei-Ying Ma. Query Selection Techniques for Efficient Crawling of Structured Web Sources.  ICDE'2006. pp.47~47    Cited By 43[Bibtex] [PDF]
[84]Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Haixun Wang, David W. Cheung, Huan Liu. A Balanced Ensemble Approach to Weighting Classifiers for Text Classification.  ICDM'2006. pp.869~873    Cited By 1[Bibtex] [PDF]
[83]Surendra K. Singhi, Huan Liu. Feature subset selection bias for classification learning.  ICML'2006. pp.849~856    Cited By 19[Bibtex]
[82]Lei Tang, Jianping Zhang, Huan Liu. Acclimatizing taxonomic semantics for hierarchical content classification from semantics to data-driven taxonomy.  KDD'2006. pp.384~393    Cited By 9[Bibtex]
[81]Jianping Zhang, Huan Liu, Paul P. Wang. Some current issues of streaming data mining. Inf. Sci., 2006: 1949~1951    Cited By 2[Bibtex]
[80]K. Selcuk Candan, Jong Wook Kim, Huan Liu, Reshma Suvarna. Discovering mappings in hierarchical data from multiple sources using the inherent structure. Knowl. Inf. Syst., 2006: 185~210    Cited By 8[Bibtex]
[79]Nitin Agarwal, Huan Liu, Jianping Zhang. Blocking objectionable web content by leveraging multiple information sources. SIGKDD Explorations, 2006: 17~26    Cited By 7[Bibtex]
2005(10)
[78]Prabhdeep Singh, R. Bhimavarapu, Hasan Davulcu, Chitta Baral, Seungchan Kim, Huan Liu, Michael L. Bittner, I. V. Ramakrishnan. BioLog: A Browser Based Collaboration and Resource Navigation Assistant for BioMedical Researchers.  DILS'2005. pp.19~30    Cited By 1[Bibtex]
[77]Surendra K. Singhi, Huan Liu. Error-Sensitive Grading for Model Combination.  ECML'2005. pp.724~732   [Bibtex]
[76]Kari Torkkola, Srihari Venkatesan, Huan Liu. Sensor Sequence Modeling for Driving.  FLAIRS Conference'2005. pp.721~727    Cited By 8[Bibtex]
[75]Lei Tang, Huan Liu. Bias Analysis in Text Classification for Highly Skewed Data.  ICDM'2005. pp.781~784    Cited By 18[Bibtex] [PDF]
[74]Rong Jin, Huan Liu. Learning with Labeled Sessions.  IJCAI'2005. pp.740~745    Cited By 1[Bibtex]
[73]Rong Jin, Huan Liu. A Novel Approach to Model Generation for Heterogeneous Data Classification.  IJCAI'2005. pp.746~751   [Bibtex]
[72]Nitin Agarwal, Ehtesham Haque, Huan Liu, Lance Parsons. Research Paper Recommender Systems: A Subspace Clustering Approach.  WAIM'2005. pp.475~491    Cited By 8[Bibtex]
[71]Jian-Tao Sun, Hua-Jun Zeng, Huan Liu, Yuchang Lu, Zheng Chen. CubeSVD: a novel approach to personalized Web search.  WWW'2005. pp.382~390    Cited By 118[Bibtex] [PDF]
[70]Huan Liu, Edward R. Dougherty, Jennifer G. Dy, Kari Torkkola, Eugene Tuv, Hanchuan Peng, Chris H. Q. Ding, Fuhui Long, Michael E. Berens, Lance Parsons, Zheng Zhao, Lei Yu, George Forman. Evolving Feature Selection. IEEE Intelligent Systems, 2005: 64~76    Cited By 51[Bibtex]
[69]Huan Liu, Lei Yu. Toward Integrating Feature Selection Algorithms for Classification and Clustering. IEEE Trans. Knowl. Data Eng., 2005: 491~502    Cited By 443[Bibtex]
2004(10)
[68]Rong Jin, Huan Liu. SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data.  ECML'2004. pp.560~562    Cited By 1[Bibtex]
[67]Rong Jin, Huan Liu. Robust feature induction for support vector machines.  ICML'2004.     Cited By 5[Bibtex] [PDF]
[66]Lei Yu, Huan Liu. Redundancy based feature selection for microarray data.  KDD'2004. pp.737~742    Cited By 101[Bibtex] [PDF]
[65]Amit Mandvikar, Huan Liu, Hiroshi Motoda. Compact Dual Ensembles for Active Learning.  PAKDD'2004. pp.293~297    Cited By 2[Bibtex] [PDF]
[64]Amit Mandvikar, Huan Liu. Class-Specific Ensembles for Active Learning.  SDM'2004.    [Bibtex]
[63]Huan Liu, Amit Mandvikar, Jigar Mody. An Empirical Study of Building Compact Ensembles.  WAIM'2004. pp.622~627    Cited By 7[Bibtex]
[62]Huan Liu, Hiroshi Motoda, Lei Yu. A selective sampling approach to active feature selection. Artif. Intell., 2004: 49~74    Cited By 34[Bibtex]
[61]Lei Yu, Huan Liu. Efficient Feature Selection via Analysis of Relevance and Redundancy. Journal of Machine Learning Research, 2004: 1205~1224    Cited By 323[Bibtex]
[60]Patricia G. Foschi, Huan Liu. Active learning for detecting a spectrally variable subject in color infrared imagery. Pattern Recognition Letters, 2004: 1509~1517    Cited By 2[Bibtex]
[59]Lance Parsons, Ehtesham Haque, Huan Liu. Subspace clustering for high dimensional data: a review. SIGKDD Explorations, 2004: 90~105    Cited By 289[Bibtex]
2003(7)
[58]Hung V. Nguyen, P. Velamuru, Deepak Kolippakkam, Hasan Davulcu, Huan Liu, M. Ates. Mining 'Hidden Phrase' Definitions from the Web.  APWeb'2003. pp.156~165    Cited By 4[Bibtex] [PDF]
[57]Lei Yu, Huan Liu. Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution.  ICML'2003. pp.856~863    Cited By 277[Bibtex] [PDF]
[56]Huan Liu, Amit Mandvikar, Patricia G. Foschi, Kari Torkkola. Active Learning with Ensembles for Image Classification.  IJCAI'2003. pp.1435~1436    Cited By 3[Bibtex] [PDF]
[55]Lei Yu, Huan Liu. Efficiently handling feature redundancy in high-dimensional data.  KDD'2003. pp.685~690    Cited By 25[Bibtex] [PDF]
[54]Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda. Active Feature Selection Using Classes.  PAKDD'2003. pp.474~485    Cited By 16[Bibtex] [PDF]
[53]Manoranjan Dash, Huan Liu. Consistency-based search in feature selection. Artif. Intell., 2003: 155~176    Cited By 118[Bibtex]
[52]Manoranjan Dash, Huan Liu, Peter Scheuermann, Kian-Lee Tan. Fast hierarchical clustering and its validation. Data Knowl. Eng., 2003: 109~138    Cited By 15[Bibtex] [PDF]
2002(7)
[51]Manoranjan Dash, Kiseok Choi, Peter Scheuermann, Huan Liu. Feature Selection for Clustering - A Filter Solution.  ICDM'2002. pp.115~122    Cited By 205[Bibtex] [PDF]
[50]Huan Liu, Hiroshi Motoda, Lei Yu. Feature Selection with Selective Sampling.  ICML'2002. pp.395~402    Cited By 43[Bibtex] [PDF]
[49]Patricia G. Foschi, Deepak Kolippakkam, Huan Liu, Amit Mandvikar. Feature Extraction for Image Mining.  Multimedia Information Systems'2002. pp.103~109    Cited By 25[Bibtex]
[48]Zheng Chen, Fan Lin, Huan Liu, Wei-Ying Ma, Liu Wenyin. User Intention Modelling in Web Applications Using Data Mining. World Wide Web, 2002: 181~192   [Bibtex]
[47]Huan Liu, Hiroshi Motoda. On Issues of Instance Selection. Data Min. Knowl. Discov., 2002: 115~130    Cited By 59[Bibtex]
[46]Huan Liu, Farhad Hussain, Chew Lim Tan, Manoranjan Dash. Discretization: An Enabling Technique. Data Min. Knowl. Discov., 2002: 393~423    Cited By 278[Bibtex]
[45]Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu. Sampling from databases using B^+-Trees. Intell. Data Anal., 2002: 359~377    Cited By 4[Bibtex]
2001(10)
[44]Manoranjan Dash, Huan Liu, X. Xu. 1 + 1 2': Merging Distance and Density Based Clustering.  DASFAA'2001. pp.32~39    Cited By 22[Bibtex]
[43]Baohua Gu, Bing Liu, Feifang Hu, Huan Liu. Efficiently Determine the Starting Sample Size for Progressive Sampling.  DMKD'2001.    [Bibtex] [PDF]
[42]Baohua Gu, Bing Liu, Feifang Hu, Huan Liu. Efficiently Determining the Starting Sample Size for Progressive Sampling.  ECML'2001. pp.192~202    Cited By 14[Bibtex]
[41]Manoranjan Dash, Kian-Lee Tan, Huan Liu. Efficient Yet Accurate Clustering.  ICDM'2001. pp.99~106    Cited By 5[Bibtex] [PDF]
[40]Manoranjan Dash, Huan Liu. Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions.  PAKDD'2001. pp.495~506    Cited By 13[Bibtex]
[39]Baohua Gu, Feifang Hu, Huan Liu. Modelling Classification Performance for Large Data Sets.  WAIM'2001. pp.317~328    Cited By 3[Bibtex]
[38]Catherine W. Wen, Huan Liu, Wilson X. Wen, Jeffery Zheng. A Distributed Hierarchical Clustering System for Web Mining.  WAIM'2001. pp.103~113    Cited By 7[Bibtex]
[37]Zonglin Zhou, Huan Liu, Stan Z. Li, Chin-Seng Chua. Rule mining with prior knowledge - a belief networks approach. Intell. Data Anal., 2001: 95~110    Cited By 8[Bibtex]
[36]K. Selcuk Candan, Huan Liu, Reshma Suvarna. Resource Description Framework: Metadata and Its Applications. SIGKDD Explorations, 2001: 6~19    Cited By 41[Bibtex]
[35]Huan Liu, Hongjun Lu, Jun Yao. Toward Multidatabase Mining: Identifying Relevant Databases. IEEE Trans. Knowl. Data Eng., 2001: 541~553    Cited By 25[Bibtex] [PDF]
2000(6)
[34]Zonglin Zhou, Huan Liu, Stan Z. Li. Rule Mining via Learning Belief Networks.  Artificial Intelligence and Soft Computing'2000. pp.217~221    Cited By 1[Bibtex]
[33]Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu. Sampling from Databases Using B+-Trees.  CIKM'2000. pp.158~164    Cited By 4[Bibtex]
[32]Manoranjan Dash, Huan Liu. Feature Selection for Clustering.  PAKDD'2000. pp.110~121   [Bibtex] [PDF]
[31]Farhad Hussain, Huan Liu, Einoshin Suzuki, Hongjun Lu. Exception Rule Mining with a Relative Interestingness Measure.  PAKDD'2000. pp.86~97    Cited By 88[Bibtex]
[30]Manoranjan Dash, Huan Liu, Hiroshi Motoda. Consistency Based Feature Selection.  PAKDD'2000. pp.98~109    Cited By 55[Bibtex] [PDF]
[29]KianSing Ng, Huan Liu. Customer Retention via Data Mining. Artif. Intell. Rev., 2000: 569~590    Cited By 42[Bibtex]
1999(5)
[28]Huan Liu, Hongjun Lu. Mining Weak Rules.  COMPSAC'1999. pp.309~309   [Bibtex]
[27]Manoranjan Dash, Huan Liu, Hiroshi Motoda. Feature Selection Using Consistency Measure.  Discovery Science'1999. pp.319~320    Cited By 2[Bibtex]
[26]Manoranjan Dash, Huan Liu. Handling Large Unsupervised Data via Dimensionality Reduction.  1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery'1999.     Cited By 19[Bibtex] [PDF]
[25]Huan Liu, Hongjun Lu, Ling Feng, Farhad Hussain. Efficient Search of Reliable Exceptions.  PAKDD'1999. pp.194~203    Cited By 60[Bibtex] [PDF]
[24]Rudy Setiono, Huan Liu. A connectionist approach to generating oblique decision trees. IEEE Transactions on Systems, Man, and Cybernetics, Part B, 1999: 440~444    Cited By 16[Bibtex]
1998(9)
[23]Huan Liu, Rudy Setiono. Feature Transformation and Multivariate Decision Tree Induction.  Discovery Science'1998. pp.279~290    Cited By 8[Bibtex]
[22]Huan Liu, Hiroshi Motoda, Manoranjan Dash. A Monotonic Measure for Optimal Feature Selection.  ECML'1998. pp.101~106    Cited By 55[Bibtex] [PDF]
[21]Huan Liu, Hongjun Lu, Jun Yao. Identifying Relevant Databases for Multidatabase Mining.  PAKDD'1998. pp.210~221    Cited By 38[Bibtex] [PDF]
[20]Ying Lu, Huan Liu, Chew Lim Tan. CFMD: A Conflict-Free Multivariate Discretization Algorithm.  PAKDD'1998. pp.397~398   [Bibtex]
[19]Manoranjan Dash, Huan Liu. Hybrid Search of Feature Subsets.  PRICAI'1998. pp.238~249    Cited By 22[Bibtex]
[18]KianSing Ng, Huan Liu, HweeBong Kwah. A Data Mining Application: Customes Retention at the Port of Singapore Authority (PSA).  SIGMOD Conference'1998. pp.522~525   [Bibtex]
[17]Huan Liu, Rudy Setiono. Incremental Feature Selection. Appl. Intell., 1998: 217~230    Cited By 52[Bibtex]
[16]Rudy Setiono, Huan Liu. Analysis of Hidden Representations by Greedy Clustering. Connect. Sci., 1998: 21~42    Cited By 3[Bibtex]
[15]Huan Liu, Hiroshi Motoda. Guest Editors' Introduction: Feature Transformation and Subset Selection. IEEE Intelligent Systems, 1998: 26~28    Cited By 37[Bibtex]
1997(4)
[14]Rudy Setiono, Huan Liu. NeuroLinear: A System for Extracting Oblique Decision Rules from Neural Networks.  ECML'1997. pp.221~233    Cited By 11[Bibtex]
[13]Manoranjan Dash, Huan Liu. Feature Selection for Classification. Intell. Data Anal., 1997: 131~156    Cited By 879[Bibtex]
[12]Rudy Setiono, Huan Liu. NeuroLinear: From neural networks to oblique decision rules. Neurocomputing, 1997: 1~24    Cited By 66[Bibtex]
[11]Huan Liu, Rudy Setiono. Feature Selection via Discretization. IEEE Trans. Knowl. Data Eng., 1997: 642~645    Cited By 120[Bibtex]
1996(6)
[10]Huan Liu, Rudy Setiono. A Probabilistic Approach to Feature Selection - A Filter Solution.  ICML'1996. pp.319~327    Cited By 290[Bibtex] [PDF]
[9]Huan Liu, Rudy Setiono. Feature Selection and Classification - A Probabilistic Wrapper Approach.  IEA/AIE'1996. pp.419~424    Cited By 76[Bibtex] [PDF]
[8]Rudy Setiono, Huan Liu. Improving Backpropagation Learning with Feature Selection. Appl. Intell., 1996: 129~139    Cited By 19[Bibtex]
[7]Rudy Setiono, Huan Liu. Symbolic Representation of Neural Networks. IEEE Computer, 1996: 71~77    Cited By 137[Bibtex]
[6]Huan Liu, Rudy Setiono. Dimensionality reduction via discretization. Knowl.-Based Syst., 1996: 67~72    Cited By 25[Bibtex]
[5]Hongjun Lu, Rudy Setiono, Huan Liu. Effective Data Mining Using Neural Networks. IEEE Trans. Knowl. Data Eng., 1996: 957~961    Cited By 192[Bibtex] [PDF]
1995(4)
[4]Hongjun Lu, Rudy Setiono, Huan Liu. Towards Effective Classfication Rule Extraction (Abstract).  KDOOD/TDOOD'1995. pp.47~49   [Bibtex]
[3]Rudy Setiono, Huan Liu. Understanding Neural Networks via Rule Extraction.  IJCAI'1995. pp.480~487    Cited By 78[Bibtex] [PDF]
[2]Hongjun Lu, Rudy Setiono, Huan Liu. NeuroRule: A Connectionist Approach to Data Mining.  VLDB'1995. pp.478~489    Cited By 121[Bibtex]
[1]Huan Liu, Chris D. Rowles, Wilson X. Wen. Critics for Knowledge-Based Design Systems. IEEE Trans. Knowl. Data Eng., 1995: 740~750   [Bibtex]