data, classification, statistical, regression, mining, models, neural, methods, using, analysis, techniques, performance, predictive, networks, accuracy, method, variables, prediction, problem, measure
| Sinha, Atish P. (1.12) |
May, Jerrold H. (0.98) |
Sarkar, Sumit (0.87) |
Li, Xiao-Bai (0.73) |
| Chen, Hsinchun (0.65) |
OConnor, Patrick J. (0.55) |
Walczak, Steven (0.55) |
Bansal, Gaurav (0.54) |
| Zhao, Huimin (0.54) |
Koehler, Gary J. (0.51) |
Jr., Jay F. Nunamaker (0.48) |
Jain, Bharat A. (0.45) |
| Nag, Barin N. (0.45) |
Provost, Foster (0.40) |
Spangler, William E. (0.40) |
Vargas, Luis G. (0.40) |
| Chung, H. Michael (0.38) |
Gray, Paul (0.38) |
Anandarajan, Murugan (0.36) |
Kiang, Melody Y. (0.32) |
| Kumar, Ajith (0.32) |
Nunamaker, Jay F. (0.30) |
Burgoon, Judee K. (0.30) |
QIN, TIANTIAN (0.30) |
| TWITCHELL, DOUGLAS P. (0.30) |
Zhou, Lina (0.30) |
Adams, Dennis A. (0.30) |
Kattan, Michael W. (0.30) |
| Parks, Michael S. (0.30) |
Fang, Xiao (0.30) |
Zheng, Zhiqiang (Eric) (0.30) |
Pant, Gautam (0.29) |
| Bagirov, Adyl (0.29) |
Churilov, Leonid (0.29) |
Dally, Michael (0.29) |
Schwartz, Daniel (0.29) |
| Smith, Kate (0.29) |
Bansal, Arun (0.27) |
Kauffman, Robert J. (0.27) |
Weitz, Rob R. (0.27) |
| Aytug, Haldun (0.26) |
Boylu, Fidan (0.26) |
Cui, Geng (0.25) |
Wan, Xiang (0.25) |
| Wong, Man Leung (0.25) |
Zhang, Zhu (0.25) |
Goodhue, Dale L. (0.25) |
Haldun (0.24) |
| Zhang, Juheng (0.24) |
Kimbrough, Steven O. (0.24) |
Chang, Namsik (0.23) |
Lee, Gunhee (0.23) |
| Sung, Tae Kyung (0.23) |
Sheng, Olivia R. L. (0.22) |
Saar-Tsechansky, Maytal (0.21) |
Pavlou, Paul A. (0.20) |
| Lin, Chienting (0.20) |
Martens, David (0.20) |
Adam, Nabil R. (0.19) |
Jones, Douglas H. (0.19) |
| Goes, Paulo B. (0.19) |
Li, Jiexun (0.18) |
Li, Xin (0.18) |
Baroudi, Jack J. (0.18) |
| Orlikowski, Wanda J. (0.18) |
Mani, Deepa (0.18) |
Shmueli, Galit (0.18) |
Yahav, Inbal (0.18) |
| Abbasi, Ahmed (0.17) |
Trippi, Robert (0.16) |
Turban, Efraim (0.16) |
Lewis, William (0.16) |
| Thompson, Ron (0.16) |
Efron, N. (0.16) |
Geva, T. (0.16) |
Oestreicher-Singer, G. (0.16) |
| Shimshoni, Y. (0.16) |
Jen-Hwa Hu, Paul (0.15) |
Li, Zhepeng (Lionel) (0.15) |
Tsai, Weiyu (0.15) |
Articles (52)
|
Title
|
Topic Weight
|
Author
|
Year
|
Journal
|
| Evaluating and Timing Predictive Data Mining Models Using Receiver Operating Characteristic Curves. |
0.576 |
Sinha, Atish P.;
May, Jerrold H.;
|
2004
|
JMIS
|
| Performance Evaluation of Neural Network Decision Models. |
0.449 |
Jain, Bharat A.;
Nag, Barin N.;
|
1997
|
JMIS
|
| Choosing Data-Mining Methods for Multiple Classification: Representational and Performance Measurement Implications for Decision Support. |
0.401 |
Spangler, William E.;
May, Jerrold H.;
Vargas, Luis G.;
|
1999
|
JMIS
|
| Digression and Value Concatenation to Enable Privacy-Preserving Regression |
0.367 |
Li, Xiao-Bai;
Sarkar, Sumit;
|
2014
|
MISQ
|
| Profiling Web Usage in the Workplace: A Behavior-Based Artificial Intelligence Approach. |
0.357 |
Anandarajan, Murugan;
|
2002
|
JMIS
|
| An Evaluation of Self-Organizing Map Networks as a Robust Alternative to Factor Analysis in Data Mining Applications. |
0.325 |
Kiang, Melody Y.;
Kumar, Ajith;
|
2001
|
ISR
|
| A Comparison of Classification Methods for Predicting Deception in Computer-Mediated Communication. |
0.303 |
Zhou, Lina;
Burgoon, Judee K.;
TWITCHELL, DOUGLAS P.;
QIN, TIANTIAN;
Nunamaker, Jr., Jay F.;
|
2004
|
JMIS
|
| An Empirical Analysis of Data Requirements for Financial Forecasting with Neural Networks. |
0.301 |
Walczak, Steven;
|
2001
|
JMIS
|
| Data Mining with Combined Use of Optimization Techniques and Self-Organizing Maps for Improving Risk Grouping Rules: Application to Prostate Cancer Patients. |
0.288 |
Churilov, Leonid;
Bagirov, Adyl;
Schwartz, Daniel;
Smith, Kate;
Dally, Michael;
|
2005
|
JMIS
|
| Comparing the Modeling Performance of Regression and Neural Networks as Data Quality Varies: A Business Value Approach. |
0.268 |
Bansal, Arun;
Kauffman, Robert J.;
Weitz, Rob R.;
|
1993
|
JMIS
|
| Induction over Strategic Agents. |
0.264 |
Boylu, Fidan;
Aytug, Haldun;
Koehler, Gary J.;
|
2010
|
ISR
|
| Cost-Sensitive Learning via Priority Sampling to Improve the Return on Marketing and CRM Investment. |
0.251 |
Cui, Geng;
Wong, Man Leung;
Wan, Xiang;
|
2012
|
JMIS
|
| Gaining Competitive Advantage for Trading in Emerging Capital Markets with Neural Networks. |
0.246 |
Walczak, Steven;
|
1999
|
JMIS
|
| Protecting Privacy Against Record Linkage Disclosure: A Bounded Swapping Approach for Numeric Data. |
0.242 |
Li, Xiao-Bai;
Sarkar, Sumit;
|
2011
|
ISR
|
| Dynamics of Modeling in Data Mining: Interpretive Approach to Bankruptcy Prediction. |
0.233 |
Sung, Tae Kyung;
Chang, Namsik;
Lee, Gunhee;
|
1999
|
JMIS
|
| Web Footprints of Firms: Using Online Isomorphism for Competitor Identification |
0.222 |
Pant, Gautam;
Sheng, Olivia R. L.;
|
2015
|
ISR
|
| Decision-Centric Active Learning of Binary-Outcome Models. |
0.207 |
Saar-Tsechansky, Maytal;
Provost, Foster;
|
2007
|
ISR
|
| Toward a Causal Interpretation from Observational Data: A New Bayesian Networks Method for Structural Models with Latent Variables. |
0.205 |
Zheng, Zhiqiang (Eric);
Pavlou, Paul A.;
|
2010
|
ISR
|
| Verifying the Proximity and Size Hypothesis for Self-Organizing Maps. |
0.199 |
Lin, Chienting;
Chen, Hsinchun;
Nunamaker, Jr., Jay F.;
|
1999
|
JMIS
|
| Explaining Data-Driven Document Classifications |
0.195 |
Martens, David;
Provost, Foster;
|
2014
|
MISQ
|