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W. Scott Spangler

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affiliation: IBM Research

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Journal Articles

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2015
[j10]
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Ming Ji, Qi He, Jiawei Han, W. Scott Spangler:
Mining strong relevance between heterogeneous entities from unstructured biomedical data. Data Min. Knowl. Discov. 29(4): 976-998 (2015)
2013
[j9]
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Su Yan, W. Scott Spangler, Ying Chen:
Chemical Name Extraction Based on Automatic Training Data Generation and Rich Feature Set. IEEE ACM Trans. Comput. Biol. Bioinform. 10(5): 1218-1233 (2013)
2010
[j8]
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W. Scott Spangler, Jeffrey T. Kreulen, Ying Chen, Larry Proctor, Alfredo Alba, Ana Lelescu, Amit Behal:
A smarter process for sensing the information space. IBM J. Res. Dev. 54(4): 1-13 (2010)
[j7]
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Keke Cai, W. Scott Spangler, Ying Chen, Li Zhang:
Leveraging sentiment analysis for topic detection. Web Intell. Agent Syst. 8(3): 291-302 (2010)
2009
[j6]
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W. Scott Spangler, Ying Chen, Larry Proctor, Ana Lelescu, Amit Behal, Bin He, Thomas D. Griffin, Anna Liu, Brad Wade, Trevor Davis:
COBRA - mining web for COrporate Brand and Reputation Analysis. Web Intell. Agent Syst. 7(3): 243-254 (2009)
2006
[j5]
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W. Scott Spangler, Jeffrey T. Kreulen, James F. Newswanger:
Machines in the conversation: Detecting themes and trends in informal communication streams. IBM Syst. J. 45(4): 785-800 (2006)
2003
[j4]
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W. Scott Spangler, Jeffrey T. Kreulen, Justin Lessler:
Generating and Browsing Multiple Taxonomies Over a Document Collection. J. Manag. Inf. Syst. 19(4): 191-212 (2003)
[j3]
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Dharmendra S. Modha, W. Scott Spangler:
Feature Weighting in k-Means Clustering. Mach. Learn. 52(3): 217-237 (2003)
2002
[j2]
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Inderjit S. Dhillon, Dharmendra S. Modha, W. Scott Spangler:
Class visualization of high-dimensional data with applications. Comput. Stat. Data Anal. 41(1): 59-90 (2002)
[j1]
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William F. Cody, Jeffrey T. Kreulen, Vikas Krishna, W. Scott Spangler:
The integration of business intelligence and knowledge management. IBM Syst. J. 41(4): 697-713 (2002)

Conference and Workshop Papers

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2016
[c28]
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Daniel E. O'Leary, W. Scott Spangler:
Monitoring and Mining Digital Media for Brand and Reputation Information. ICIS 2016
2015
[c27]
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  - conf/kdd/NagarajanWBNBHT15
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Meenakshi Nagarajan, Angela D. Wilkins, Benjamin J. Bachman, Ilya B. Novikov, Shenghua Bao, Peter J. Haas, María E. Terrón-Díaz, Sumit Bhatia, Anbu K. Adikesavan, Jacques J. Labrie, Sam Regenbogen, Christie M. Buchovecky, Curtis R. Pickering, Linda Kato, Andreas Martin Lisewski, Ana Lelescu, Houyin Zhang, Stephen Boyer, Griff Weber, Ying Chen, Lawrence A. Donehower, W. Scott Spangler, Olivier Lichtarge:
Predicting Future Scientific Discoveries Based on a Networked Analysis of the Past Literature. KDD 2015: 2019-2028
2014
[c26]
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W. Scott Spangler, Angela D. Wilkins, Benjamin J. Bachman, Meena Nagarajan, Tajhal Dayaram, Peter J. Haas, Sam Regenbogen, Curtis R. Pickering, Austin Comer, Jeffrey N. Myers, Ioana Stanoi, Linda Kato, Ana Lelescu, Jacques J. Labrie, Neha Parikh, Andreas Martin Lisewski, Lawrence A. Donehower, Ying Chen, Olivier Lichtarge:
Automated hypothesis generation based on mining scientific literature. KDD 2014: 1877-1886
[c25]
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  - conf/srii/AhnS14
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Hyung-Il Ahn, W. Scott Spangler:
Sales Prediction with Social Media Analysis. SRII Global Conference 2014: 213-222
2012
[c24]
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  - conf/asist/CarmanSCOSAJ12
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Stephen Carman, Ray Strong, Anca Chandra, Sechan Oh, W. Scott Spangler, Laura Anderson, Bernard J. Jansen:
Predictive value of comments in the service engagement process. ASIST 2012: 1-6
[c23]
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Sumit Bhatia, Bin He, Qi He, W. Scott Spangler:
A scalable approach for performing proximal search for verbose patent search queries. CIKM 2012: 2603-2606
[c22]
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Su Yan, W. Scott Spangler, Ying Chen:
Learning to extract chemical names based on random text generation and incomplete dictionary. BIOKDD 2012: 21-25
[c21]
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  - conf/srii/HeSHCK12
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Qi He, W. Scott Spangler, Bin He, Ying Chen, Linda Kato:
Prospective Client Driven Technology Recommendation. SRII Global Conference 2012: 110-119
2011
[c20]
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Su Yan, W. Scott Spangler, Ying Chen:
Cross Media Entity Extraction and Linkage for Chemical Documents. AAAI 2011: 1455-1460
[c19]
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Xin Jin, W. Scott Spangler, Ying Chen, Keke Cai, Rui Ma, Li Zhang, Xian Wu, Jiawei Han:
Patent Maintenance Recommendation with Patent Information Network Model. ICDM 2011: 280-289
2010
[c18]
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W. Scott Spangler, Ying Chen, Jeffrey T. Kreulen, Stephen Boyer, Thomas D. Griffin, Alfredo Alba, Linda Kato, Ana Lelescu, Su Yan:
SIMPLE: Interactive Analytics on Patent Data. ICDM Workshops 2010: 426-433
[c17]
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  - conf/www/JinSMH10
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Xin Jin, W. Scott Spangler, Rui Ma, Jiawei Han:
Topic initiator detection on the world wide web. WWW 2010: 481-490
2009
[c16]
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  - conf/icdm/ChenSKBGABHKLKWZ09
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Ying Chen, W. Scott Spangler, Jeffrey T. Kreulen, Stephen Boyer, Thomas D. Griffin, Alfredo Alba, Amit Behal, Bin He, Linda Kato, Ana Lelescu, Cheryl A. Kieliszewski, Xian Wu, Li Zhang:
SIMPLE: A Strategic Information Mining Platform for Licensing and Execution. ICDM Workshops 2009: 270-275
[c15]
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  - conf/kdd/HasanSGA09
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Mohammad Al Hasan, W. Scott Spangler, Thomas D. Griffin, Alfredo Alba:
COA: finding novel patents through text analysis. KDD 2009: 1175-1184
2008
[c14]
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  - conf/webi/SpanglerPC08
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W. Scott Spangler, Larry Proctor, Ying Chen:
Multi-taxonomy: Determining Perceived Brand Characteristics from Web Data. Web Intelligence 2008: 258-264
[c13]
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Keke Cai, W. Scott Spangler, Ying Chen, Li Zhang:
Leveraging Sentiment Analysis for Topic Detection. Web Intelligence 2008: 265-271
2007
[c12]
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  - conf/chimit/BehalCKLHCKMRS07
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Amit Behal, Ying Chen, Cheryl A. Kieliszewski, Ana Lelescu, Bin He, Jie Cui, Jeffrey T. Kreulen, E. Michael Maximilien, James Rhodes, W. Scott Spangler:
Understanding complex IT environments using information analytics and visualization. CHIMIT 2007: 8
[c11]
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Amit Behal, Ying Chen, Cheryl A. Kieliszewski, Ana Lelescu, Bin He, Jie Cui, Jeffrey T. Kreulen, James Rhodes, W. Scott Spangler:
Business Insights Workbench - An Interactive Insights Discovery Solution. HCI (9) 2007: 834-843
[c10]
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  - conf/icail/HasanS07
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Mohammad Al Hasan, W. Scott Spangler:
Assessing patent value through advanced text analysis. ICAIL 2007: 191-192
[c9]
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  - conf/iceis/MaximilienCLRKS07
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E. Michael Maximilien, Ying Chen, Ana Lelescu, James Rhodes, Jeffrey T. Kreulen, W. Scott Spangler:
Text analytics and data access as services - a case study in transforming a legacy client-server text analytics workbench and framework to SOA. ICEIS (1) 2007: 581-588
[c8]
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W. Scott Spangler, Ying Chen, Larry Proctor, Ana Lelescu, Amit Behal, Bin He, Thomas D. Griffin, Anna Liu, Brad Wade, Trevor Davis:
COBRA - Mining Web for Corporate Brand and Reputation Analysis. Web Intelligence 2007: 11-17
2006
[c7]
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  - conf/edbt/HacigumusRSK06
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Hakan Hacigümüs, James Rhodes, W. Scott Spangler, Jeffrey T. Kreulen:
BISON: Providing Business Information Analysis as a Service. EDBT 2006: 1084-1087
2002
[c6]
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  - conf/cikm/SpanglerK02
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W. Scott Spangler, Jeffrey T. Kreulen:
Interactive methods for taxonomy editing and validation. CIKM 2002: 665-668
[c5]
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  - conf/hicss/SpanglerKL02
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W. Scott Spangler, Jeffrey T. Kreulen, Justin Lessler:
Mindmap: Utilizing Multiple Taxonomies and Visualization to Understand a Document Collection. HICSS 2002: 102
2001
[c4]
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  - conf/kdd/SpanglerK01
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W. Scott Spangler, Jeffrey T. Kreulen:
Knowledge base maintenance using knowledge gap analysis. KDD 2001: 462-466
2000
[c3]
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  - conf/ht/ModhaS00
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Dharmendra S. Modha, W. Scott Spangler:
Clustering hypertext with applications to web searching. Hypertext 2000: 143-152
1992
[c2]
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  - conf/iaai/ParkerS92
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Andrew B. Parker, W. Scott Spangler:
An Application of Model-Based Reasoning in Experiment Design. IAAI 1992: 217-234
1989
[c1]
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  - conf/icml/SpanglerFU89
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W. Scott Spangler, Usama M. Fayyad, Ramasamy Uthurusamy:
Induction of Decision Trees from Inconclusive Data. ML 1989: 146-150

Parts in Books or Collections

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1991
[p1]
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Ramasamy Uthurusamy, Usama M. Fayyad, W. Scott Spangler:
Learning Useful Rules from Inconclusive Data. Knowledge Discovery in Databases 1991: 141-158

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