Ganesh Baliga

Professor

  • 98 Citations
  • 5 h-Index
1992 …2018
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Personal profile

Research interests

Research Expertise:
Data Analytics | Machine Learning | Algorithm Design and Analysis | Cloud Computing

My research focus is on the design of algorithms and software systems for machine learning and data analytics. I have published over 15 papers in machine learning in international conferences and journals. Presently, I am the Technical Lead and co-PI of the Perka First Data-Rowan CS Lab, an innovative industry academia collaboration where Perka engineers work closely with faculty and students to develop active production software. At present I am establishing a lab with a focus on data analytics using deep neural networks. I am the co-PI of a grant from the National Science Foundation to develop materials for an undergraduate curriculum for algorithms design and NP-Completeness. Over the past four years, I have served as co-PI in projects funded by Bristol-Myers Squibb and Mission Solutions Engineering and have been involved in nine external grants and contracts.

Member of:
ACM

Education/Academic qualification

Master of Science, Master, University of Delaware

Doctor of Philosophy, doctorate, University of Delaware

Bachelor of Science, Bachelor, University of Delaware

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Learning systems Engineering & Materials Science
Learnability Mathematics
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Gold Engineering & Materials Science
Students Engineering & Materials Science
Learning Theory Mathematics
Recursive functions Engineering & Materials Science
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Research Output 1992 2018

  • 98 Citations
  • 5 h-Index
  • 8 Conference contribution
  • 6 Article
  • 1 Paper
  • 1 innovation

Neuropsychological digital assessment test that identifies discrete

Libon, D., Baliga, G., Kerwin, M. & Swenson, R., Sep 2018

Research output: Innnovationinnovation

Dementia
Sorbus
Technology Transfer
Health Care Sector
Licensure

Unlearning helps

Baliga, G., Case, J., Merkle, W. & Stephan, F., Jan 1 2000, Automata, Languages and Programming - 27th International Colloquium, ICALP 2000, Proceedings. Montanari, U., Welzl, E. & Rolim, J. D. P. (eds.). Springer Verlag, p. 844-856 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1853).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gold
Learning Curve
Accidents
Grammar
Learning
1 Citation (Scopus)

A CS1 maze lab, using joysticks and MIPPETs

Stone, D. C., Bergmann, S., Baliga, G., Berman, A. M. & Schmalzel, J., Jan 1 1999, In : SIGCSE Bulletin (Association for Computing Machinery, Special Interest Group on Computer Science Education). 31, 1, p. 170-173 4 p.

Research output: Contribution to journalArticle

students
Students
Teaching
Motivation
Equipment and Supplies

A CSI maze lab, using joysticks and MIPPETs

Stone, D. C., Bergmann, S., Baliga, G., Berman, A. M. & Schmalzel, J., Mar 24 1999, SIGCSE 1999 - Proceedings of the 13th SIGCSE Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 170-173 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
Teaching
programming
student
comprehension
28 Citations (Scopus)

The Synthesis of Language Learners

Baliga, G., Case, J. & Jain, S., Jun 10 1999, In : Information and Computation. 152, 1, p. 16-43 28 p.

Research output: Contribution to journalArticle

Synthesis
Learnability
Subset
Decision Procedures
Grammar