MANJU BHARDWAJ

Associate Professor

Department Of Computer Science

Maitreyi College,

Chanakya Puri,

New Delhi-110021

E-mail: mbhardwaj@maitreyi.du.ac.in

                           Phone: +91-9818328553

                               

EDUCATIONAL  QUALIFICATIONS:

 

MCA, Deptt of Computer Science, University of Delhi, Delhi, India

B.Sc (H) Mathematics, Miranda House, University of Delhi, Delhi, India

 

*Currently Pursuing Ph.D from Department of Computer Science, University of Delhi                                                                                   

 

 

TEACHING  EXPERIENCE

 

·         Teaching undergraduate courses in Maitreyi College (Delhi University) as Assistant Professor (Sr. Scale) in Department of Computer Science since September, 1996.

·         Visiting faculty for M.Sc(Applied OR) in South Campus, University of Delhi from 1996 to 2006.

·         Taught Diploma Courses in Maharaja Surajmal Institute of Pharmacy and Technology, New Delhi (AICTE approved) from September 1995 to September, 1996.

PAPERS  TAUGHT

 

·         Programming in Python

·         Programming in C++

·         Programming with Visual Basic

·         Computer System Architecture

·         Database Systems

·         Data Structures

·         Computer graphics

·         Data Mining

·         Computer Fundamentals

 

 

CONFERENCE PARTICIPATION

·         Participated and presented a paper in International Conference on Data Mining (ICDM 2015)  held from November 14-17, 2015.

·         Member of Organizing Committee in International Conference On Big Data Analytics (BDA 2012) held from December 24-26 2012.

·         Participated and presented a paper in International Conference on Methods and Models in Computer Science (ICM2CS 2009) held on December 14-15, 2009.

·         Participated in IUCAA workshop on Machine Learning Methods in Astronomy held from January 19 -23, 2009.

·         Participated in the Pre-ICM International Conference on Mathematical Sciences (Pre-ICM ICMS-2008) on December 18-20, 2008.

RESOURCE PERSON :

·         Delivered a lecture on “Stacks and Queues” to PGT Computer Science Teachers of Kendra Vidyalaya In Service course participants on June10, 2015.

·         Delivered a talk on “Basic Statistical Analysis using Spreadsheet” on October 6, 2006 organized by Campus of Open Learning.

·         Resource Person for MS Excel in a 3 week Refresher Course in Computer Applications conducted by CPDHE, University of Delhi from May 1-3, 2006.

 

TRAINING COURSES/WORKSHOPS ATTENDED

·         Participated in a one-day workshop on “Design Science Research in Information Technology” on November 12 , 2010 organized by Department of Computer Science, University of Delhi.

·         Participated in Project Planning Workshop from October 31 – November 2, 2007 under the UK India Education and Research Initiative.

·         Participated in a one day “ Workshop on Bioinformatics” organized by Department of Computer Science on September 28, 2007.

·         Participated in Supported Blended Learning Workshop May 28- 30, 2007 under the UK India Education and Research Initiative.

·         3-day training Programme on “WINDOWS PROGRAMMING” from July 12-14, 1999 conducted by River Run Software Group at The Department of Computer Science, University of Delhi.

 

AREAS  OF  RESEARCH 

 

Ø  Classification Ensembles

Ø  Bioinformatics

 

 

LIST OF PUBLICATIONS

 

JOURNAL PUBLICATIONS

 

1.      Manju Bhardwaj, Vasudha Bhatnagar, and Kapil Sharma. ”Cost-effectiveness of classification  ensembles.” In Pattern Recognition (Elsevier). Volume 57, Pp. 84-96, May 2016. c Elsevier.  Print ISSN 0031-3203.

 

2.      Manju Bhardwaj and Vasudha Bhatnagar. “Towards an optimally pruned classifier ensemble”. International Journal of Machine Learning and Cybernetics. Volume 6, Issue 5, Pp. 699-718,  Oct 2015. c Springer Berlin Heidelberg. ISSN 1868-8071.

 

3.      Vasudha Bhatnagar, Manju Bhardwaj, Shivam Sharma and Sufyan Haroon. “Accuracy-Diversity based Pruning of Classifier Ensembles” in Progress in Artificial Intelligence (Springer), Volume 2, Issue 2-3 (pp. 97-111), June 2014. c Springer Berlin Heidelberg. ISSN 2192-6352. 

 

4.      Rishi Das Roy, Manju Bhardwaj, Vasudha Bhatnagar, Kausik Chakraborty and Debasis  Dash. “How do eubacterial organisms manage aggregation-prone proteome?” in F1000Research,  Jan 2014. DOI:10.12688/f1000research.4307.1

 

 

PAPERS ACCEPTED/PRESENTED IN CONFERENCES

 

1.      Manju Bhardwaj, Debasis Dash, and Vasudha Bhatnagar. ”Accurate classification of biological data using ensembles.” In 2015 IEEE International Conference on Data Mining Workshop (ICDMW), pp. 1486-1493. IEEE, held in Atlantic City, USA on 14-17 November, 2015.Print ISBN 978-1-4673-8492-6. (Indexed in Scopus)

 

 

2.      Vasudha Bhatnagar, Manju Bhardwaj and Ashish Mahabal. “Comparing SVM ensembles for imbalanced datasets” in 10th International Conference on Intelligent Systems Design and  Applications (ISDA) (IEEE, Pp. 651-657) held in Cairo, Egypt on November 29-December 1,  2010. (IEEE). ISSN 2164-7143. Print ISBN 978-1-4244-8134-7. (Indexed in Scopus)

 

 

3.      Vasudha Bhatnagar, Eman Zaman, Yayati Rajpal and Manju Bhardwaj. “VisTree : Generic  Decision Tree Inducer and Visualizer” in 6th International Workshop on Databases in Networked Information Systems (DNIS) (LNCS, Volume 5999, 2010, Pp. 225-243) held in Aizu,  Japan on March 29-31, 2010. Print ISBN 978-3-642-12037-4.

 

 

4.      Manju Bhardwaj, Trasha Gupta, Tanu Grover and Vasudha Bhatnagar. “An Efficient Classifier Ensemble using SVM” in Proceedings of International Conference on Methods and Models in  Computer Science(ICM2CS 2009) (IEEE sponsored) (Pp. 240-246) held in JNU, Delhi, India  on 4-5 December, 2009. Print ISBN 978-1-4244-5051-0.