Home > CSC-OpenAccess Library > Manuscript Information
EXPLORE PUBLICATIONS BY COUNTRIES |
 |
 |
EUROPE |
|
MIDDLE EAST |
|
ASIA |
|
AFRICA |
| ............................. | |
|
United States of America |
|
United Kingdom |
|
Canada |
|
Australia |
|
Italy |
|
France |
|
Brazil |
|
Germany |
|
Malaysia |
|
Turkey |
|
China |
|
Taiwan |
|
Japan |
|
Saudi Arabia |
|
Jordan |
|
Egypt |
|
United Arab Emirates |
|
India |
|
Nigeria |
Applying statistical dependency analysis techniques
In a Data mining Domain
Sudheep Elayidom.M, Sumam Mary Idikkula, Joseph Alexander
Pages - 14 - 24 | Revised - 30-06-2010 | Published - 10-08-2010
Published in International Journal of Data Engineering (IJDE)
MORE INFORMATION
KEYWORDS
Confusion matrix, Data mining, Decision Tree, Neural Network, Chi-Square
ABSTRACT
Taking wise career decision is so crucial for anybody for sure. In modern days there are excellent decision support tools like data mining tools for the people to make right decisions. This paper is an attempt to help the prospective students to make wise career decisions using technologies like data mining. In India technical manpower analysis is carried out by an organization named NTMIS (National Technical Manpower Information System), established in 1983-84 by India's Ministry of Education & Culture. The NTMIS comprises of a lead center in the IAMR, New Delhi, and 21 nodal centers located at different parts of the country. The Kerala State Nodal Center is located in the Cochin University of Science and Technology. Last 4 years information is obtained from the NODAL Centre of Kerala State (located in CU-SAT, Kochi, India), which stores records of all students passing out from various technical colleges in Kerala State, by sending postal questionnaire. Analysis is done based on Entrance Rank, Branch, Gender (M/F), Sector (rural/urban) and Reservation (OBC/SC/ST/GEN).
| 1 | Patil, g. y., shahade, a. k., & bamnote, d. g. r. (2012). international journal of pure and applied research in engineering and technology. ret, 1(1), 1-7. |
| 1 | Google Scholar  |
| 2 | CiteSeerX |
| 3 | refSeek |
| 4 | Scribd |
| 5 | SlideShare |
| 6 | PDFCAST |
| 7 | PdfSR |
| Anandavalli, Ghose, Gauthaman. “Mining spatial gene expression data using association rules”. CSC -IJCSS, 3(5): 351-357, 2009 | |
| Anyanwn, Shiva. “Comparitive analysis of serial decision tree classification algorithms”. CSC- IJCSS, 3(3):230-240, 2009 | |
| Elizabeth Murray. “Using Decision Trees to Understand Student Data”. In Proceedings of the 22nd International Conference on Machine Learning, Bonn, Germany, 2005 | |
| Fayyad, R. Uthurusamy. “From Data mining to knowledge discovery”, Advances in data mining and knowledge discovery Cambridge, MA: MIT Press., pp. 1-34, (1996) | |
| Kohavi R. and F. Provost, Editorial for the Special Issue on application of machine learning and the knowledge of discovery process, Machine Learning, 30: 271-274, 1998 | |
| L. Breiman, J. Friedman, R. Olshen, and C. Stone. “Classification and Regression Trees”, Wadsworth Inc., Chapter 3, (1984.) | |
| Lewis D. D. & Gale W. A. “A sequential algorithm for training text classifiers”. In proceedings of SIGIR, Dublin, Ireland, 1994 | |
| M. Kubat, S. Matwin. “Addressing the Curse of Imbalanced Training Sets: One-Sided Selection”. In Proceedings of the 14th International Conference on Machine Learning, ICML, Nashville, Tennessee, USA, 1997 | |
| Oyelade, Oladipupo, Olufunke. “Knowledge Discovery from students result repository: Association Rules mining approach”. CSC- IJCSS, 4(2):199-207, 2010 | |
| Sreerama K. Murthy, Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey, Data Mining and Knowledge Discovery, pp. 345-389, 1998 | |
| SudheepElayidom.M, Sumam Mary Idikkula, Joseph Alexander. “Applying Data mining techniques for placement chance prediction”. In Proceedings of international conference on advances in computing, control and telecommunication technologies, India, 2009 | |
| SudheepElayidom.M, Sumam Mary Idikkula, Joseph Alexander. “Applying datamining using statistical techniques for career selection”. IJRTE, 1(1):446-449, 2009 | |
Mr. Sudheep Elayidom.M
Cochin University of Science and Technology - India
sudheepelayidom@hotmail.com
Mr. Sumam Mary Idikkula
Department of Computer Science - India
Mr. Joseph Alexander
Cochin University of Science and Technology - India
|
|
|
|
| View all special issues >> | |
|
|
