-
1
-
-
77953578166
-
Expanding the Role of Institutional Research at Small Private Universities: A Case Study in Enrollment Management Using Data Mining
-
Antons, C., E. Maltz. Expanding the Role of Institutional Research at Small Private Universities: A Case Study in Enrollment Management Using Data Mining. - New Directions for Institutional Research, Vol. 131, 2006, 69-81.
-
(2006)
New Directions for Institutional Research
, vol.131
, pp. 69-81
-
-
Antons, C.1
Maltz, E.2
-
2
-
-
77954605151
-
The State of Educational Data Mining in 2009: A Review and Future Visions
-
October
-
Baker, R., K. Yacef. The State of Educational Data Mining in 2009: A Review and Future Visions. - Journal of Educational Data Mining, Vol. 1, October 2009, Issue 1, 3-17.
-
(2009)
Journal of Educational Data Mining
, vol.1
, Issue.1
, pp. 3-17
-
-
Baker, R.1
Yacef, K.2
-
3
-
-
84876080766
-
-
CRISP-DM 1.0: Step-by-Step Data Mining Guide 2000. SPSS Inc. CRISPWP-0800
-
Chapman, P., et al. CRISP-DM 1.0: Step-by-Step Data Mining Guide 2000. SPSS Inc. CRISPWP-0800, 2000. http://www.spss.ch/upload/1107356429_CrispDM1.0.pdf
-
(2000)
-
-
Chapman, P.1
-
4
-
-
84961731164
-
Using Data Mining to Predict Secondary School Student Performance
-
A. Brito and J. Teixeira, Eds
-
Cortez, P., A. Silva. Using Data Mining to Predict Secondary School Student Performance. EUROSIS. A. Brito and J. Teixeira, Eds. 2008, 5-12.
-
(2008)
EUROSIS
, pp. 5-12
-
-
Cortez, P.1
Silva, A.2
-
5
-
-
84876087967
-
Recruiting for Retention: Using Data Mining and Machine Learning to Leverage the Admissions Process for Improved Freshman Retention
-
De Long, C., P. Radclie, L. Gorny. Recruiting for Retention: Using Data Mining and Machine Learning to Leverage the Admissions Process for Improved Freshman Retention. - In: Proc. of the Nat. Symposium on Student Retention, 2007.
-
(2007)
Proc. of the Nat. Symposium on Student Retention
-
-
De Long, C.1
Radclie, P.2
Gorny, L.3
-
6
-
-
77955155102
-
Predicting Students Drop Out: A Case Study
-
1-3 July, Cordoba, Spain
-
Dekker, G., M. Pechenizkiy, J. Vleeshouwers. Predicting Students Drop Out: A Case Study. - In: Proceedings of 2nd International Conference on Educational Data Mining (EDM'09), 1-3 July 2009, Cordoba, Spain, 41-50.
-
(2009)
Proceedings of 2nd International Conference on Educational Data Mining (EDM'09)
, pp. 41-50
-
-
Dekker, G.1
Pechenizkiy, M.2
Vleeshouwers, J.3
-
7
-
-
2942552288
-
Prediction of Student's Performance in Distance Learning Using Machine Learning Techniques
-
Kotsiantis, S., C. Pierrakeas, P. Pintelas. Prediction of Student's Performance in Distance Learning Using Machine Learning Techniques. - Applied Artificial Intelligence, Vol. 18, 2004, No 5, 411-426.
-
(2004)
Applied Artificial Intelligence
, vol.18
, Issue.5
, pp. 411-426
-
-
Kotsiantis, S.1
Pierrakeas, C.2
Pintelas, P.3
-
9
-
-
14744274287
-
Data Mining and Its Applications in Higher Education. - New Directions for Institutional Research
-
Luan, J. Data Mining and Its Applications in Higher Education. - New Directions for Institutional Research, Special Issue Titled Knowledge Management: Building a Competitive Advantage in Higher Education, Vol. 2002, 2002, Issue 113, 17-36.
-
(2002)
Special Issue Titled Knowledge Management: Building a Competitive Advantage in Higher Education
, vol.2002
, Issue.113
, pp. 17-36
-
-
Luan, J.1
-
10
-
-
77950853060
-
Data Mining Applications in Higher Education
-
Luan, J. Data Mining Applications in Higher Education. SPSS Executive Report. SPSS Inc., 2004. http://www.spss.ch/upload/1122641492_Data%20mining%20applications%20in%2 0higher%20education.pdf
-
(2004)
SPSS Executive Report. SPSS Inc.
-
-
Luan, J.1
-
11
-
-
0034592765
-
Targeting the Right Students Using Data Mining
-
Boston
-
Ma, Y., B. Liu, C. K. Wong, P. S. Yu, S. M. Lee. Targeting the Right Students Using Data Mining. - In: Proceedings of 6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Boston, 2000, 457-464.
-
(2000)
Proceedings of 6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 457-464
-
-
Ma, Y.1
Liu, B.2
Wong, C.K.3
Yu, P.S.4
Lee, S.M.5
-
14
-
-
79955810892
-
A CHAID Based Performance Prediction Model in Educational Data Mining
-
January
-
Ramaswami, M., R. Bhaskaran. A CHAID Based Performance Prediction Model in Educational Data Mining. - IJCSI International Journal of Computer Science Issues, Vol. 7, January 2010, Issue 1, No 1, 10-18.
-
(2010)
IJCSI International Journal of Computer Science Issues
, vol.7
, Issue.1
, pp. 10-18
-
-
Ramaswami, M.1
Bhaskaran, R.2
-
15
-
-
33845663518
-
Educational Data Mining: A Survey from 1995 to 2005
-
Romero, C., S. Ventura. Educational Data Mining: A Survey from 1995 to 2005. - Expert Systems with Applications, Vol. 33, 2007, 135-146.
-
(2007)
Expert Systems with Applications
, vol.33
, pp. 135-146
-
-
Romero, C.1
Ventura, S.2
-
16
-
-
51949102480
-
Predicting Academic Performance by Data Mining Methods
-
17
-
Vandamme, J., N. Meskens, J. Superby. Predicting Academic Performance by Data Mining Methods. - Education Economics, Vol. 15, 2007, No 4, 405-419. 17.
-
(2007)
Education Economics
, vol.15
, Issue.4
, pp. 405-419
-
-
Vandamme, J.1
Meskens, N.2
Superby, J.3
-
17
-
-
0003957032
-
Data Mining: Practical Machine Learning Tools and Techniques
-
Morgan Kaufmann Publishers
-
Witten, I., E. Frank. Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann Publishers, Elsevier Inc., 2005.
-
(2005)
Elsevier Inc
-
-
Witten, I.1
Frank, E.2
-
18
-
-
84858782597
-
A Data Mining Approach for Identifying Predictors of Student Retention from Sophomore to Junior Year
-
Yu, C., S. Di Gangi, A. Jannasch-Pennell, C. Kaprolet. A Data Mining Approach for Identifying Predictors of Student Retention from Sophomore to Junior Year. - Journal of Data Science, Vol. 8, 2010, 307-325.
-
(2010)
Journal of Data Science
, vol.8
, pp. 307-325
-
-
Yu, C.1
Di Gangi, S.2
Jannasch-Pennell, A.3
Kaprolet, C.4
-
19
-
-
84857493461
-
Analyzing University Data for Determining Student Profiles and Predicting Performance
-
6-8 July, Eindhoven, The Netherlands
-
Kabakchieva, D., K. Stefanova, V. Kisimov. Analyzing University Data for Determining Student Profiles and Predicting Performance. - In: Proceedings of 4th International Conference on Educational Data Mining (EDM'2011), 6-8 July 2011, Eindhoven, The Netherlands, 347-348.
-
(2011)
Proceedings of 4th International Conference on Educational Data Mining (EDM'2011)
, pp. 347-348
-
-
Kabakchieva, D.1
Stefanova, K.2
Kisimov, V.3
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