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vahida.comp@coep.ac.in
Faculty
Dr. Vahida Zakirhusen Attar
Department:
Email:
Phone Number:
Teaching Experience:
Industry Experience:
Qualifications:
M.E Computer Engineering
Ph.D in Computer Engineering
Teaching Responsibility:
B.Tech-
Theory of Computer Science
DataBase Management System
Design and Analysis of Algorithms
Information Retrieval
M.Tech-
Advanced topics in Databases
Advanced Algorithms
Complexity and Algorithms
Data Mining and Warehousing
Publications:
1. SkewBoost: An Algorithm for Classifying Imbalance Datasets, International Conference on Computer and Communication Technology (ICCCT-2011) to be held at Allahabad and for publication in the conference proceedings to be published in IEEE Explorer, 15-17 September 2011
2. An Instance-Window Based Classification
Algorithm for Handling Gradual Concept Drifts, ADMI(Agents and Data Mining Interaction) workshop that is conducted at AAMAS 2011 (The Tenth International Conference on Autonomous Agent and Multiagent Systems) held in Taipei, Taiwan.
To be appeared in Springer LNCS/LNAI, 2-5 May 2011
3. Data Mining for Internal Security, National Conference on Data and Information Management, AIMS Pune, 19-20 February 2011
4. Comparative study of Filters in WEKA, International conference on Systemic cybernetics and Informatics, Hyderabad, India(Best Paper Award Winner), 5-8 January 2011
5. A Fast and Light Classifier for Data Streams, Evolving Systems (2009) Volume 1, Issue: 3, Publisher: Springer, Pages: 1-9, ISSN: 18686478, DOI: 10.1007/s12530-010-9010-1, www.springerlink.com, July 2010
6. An OS for On chip validation, International Conference on Automation Robotics and Control Systems (ARCS-10 ),Orlando, Florida, USA, July 12-14, 2010 ISBN: 978-1-60651-016-2, July 2010
7. Adaptive and Efficient Classifier for Data Streams, International Conference on Artificial Intelligence and Pattern Recognition
(AIPR-10 ), Orlando , Florida,USA
July 12-14, 2010 ISBN: 978-1-60651-015-5, July 2010
8. Network Discovery Protocol LLDP and LLDP-MED, IJFCA (International Journal on Futuristic Computer Applications, March 2010
9. Predictive Model Construction Using Probabilistic Regression Tree, National Conference on Signal and Image Processing Applications ,(2009/001) Maharashtra, India, 19-20 September 2009, ISBN: 978-1-84919-193-7 IET Digest / Volume 2009 / Issue 1 , p.57 DOI:10.1049/ic.2009.0167, September 2009
10. Efficient Decision Tree Construction For Classifying Numerical Data, ARTCOM '09 Proceedings of the 2009 International Conference on Advances in Recent Technologies in Communication and Computing IEEE Computer Society Washington, DC, USA ©2009 ISBN: 978-0-7695-3845-7
DOI:10.1109/ARTCom.2009.172, Oct. 2009
11. Web Browser Architecture Proposal with Local Agent, Intelligent Agent & Multi-Agent Systems, 2009. IAMA 2009. International Conference
Location: Chennai Print ISBN: 978-1-4244-4710-7 INSPEC Accession Number: 10860690 Digital Object Identifier:10.1109/IAMA.2009.5228079, July 2009
12. Distributed Data Stream Management System, International Conference, ICKMIC2009 Gaziabad , India
ISBN: 978-81-8424-420-5, February 2009
13. Research Directions for Building Future Decision Tree Classifiers for Large Datasets, International Journal of Computers Information Technology and Engineering Serial Publications, ISSN:0973-743X, December 2008
14. Steganography in Black & White Picture Images, 2008 Congress on Image and Signal Processing, Vol. 2, May 27-May 30
ISBN: 978-0-7695-3119-9
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CISP.2008.626, May 2008
15. Materialized Views in Data Mining, International Journal of Computer Science and Network Security, Vol 7, N0. 12
ISSN 1738-7906, December 2007
16. Materialized view Refreshment, The National Conference on Digital Information Management on 23rd and 24th March at TSEC Mumbai, India, March 2007
17. Knowledge discovery in Text Mining, National Conference on Communication and Computational Techniques NCCT-2006(Under TEQIP), DIT, Dehradun, India, February 2006
18. Popup Messenger for alerting systems, International Conference of World Congress on Computer Science Engg. and Technology
(WCCSETE) 2006, May 2006
Memberships and Affiliations:
IEEE
CSI
ISTE
IE
Current Projects :
Funded Projects-
1. Data Mining and Intelligent Data Analysis
Project funded by All India Council of Technical Education, New Delhi under Research Proposal Scheme
2. Data Mining Centre
Project funded by All India Council of Technical Education, New Delhi
under MODROB
Other Projects-
Performance improvement of Classification Algorithms
Domain specific applications of Data Mining