Projects per year
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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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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Early Dementia Detection
New Jersey Health Foundation, Inc. (NJHF)
4/5/19 → 2/5/20
Project: Other project
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Neurocognitive Operations Underlying Working Memory Abilities: An Analysis of Latency and Time-Based Parameters
Emrani, S., Lamar, M., Price, C. C., Swenson, R., Libon, D. J. & Baliga, G., 2023, In: Journal of Alzheimer's Disease. 94, 4, p. 1535-1547 13 p.Research output: Contribution to journal › Article › peer-review
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The Boston Process Approach and Digital Neuropsychological Assessment: Past Research and Future Directions
Libon, D. J., Swenson, R., Lamar, M., Price, C. C., Baliga, G., Pascual-Leone, A., Au, R., Cosentino, S. & Andersen, S. L., 2022, In: Journal of Alzheimer's Disease. 87, 4, p. 1419-1432 14 p.Research output: Contribution to journal › Review article › peer-review
2 Scopus citations -
Assessing the capacity for mental manipulation in patients with statically-determined mild cognitive impairment using digital technology
Emrani, S., Lamar, M., Price, C. C., Baliga, S., Wasserman, V., Matusz, E., Swenson, R., Baliga, G. & Libon, D. J., 2021, In: Exploration of Medicine. 2, 1, p. 86-97 12 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Digital Neuropsychological Assessment: New Technology for Measuring Subtle Neuropsychological Behavior
Libon, D. J., Baliga, G., Swenson, R. & Au, R., 2021, In: Journal of Alzheimer's Disease. 82, 1, p. 421-433 13 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Neurocognitive Constructs Underlying Executive Control in Statistically-Determined Mild Cognitive Impairment
Emrani, S., Lamar, M., Price, C., Baliga, S., Wasserman, V., Matusz, E. F., Saunders, J., Gietka, V., Strate, J., Swenson, R., Baliga, G. & Libon, D. J., 2021, In: Journal of Alzheimer's Disease. 82, 1, p. 5-16 12 p.Research output: Contribution to journal › Article › peer-review
7 Scopus citations