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Projects 2004 2023

Computational methods
Big data

Research Output 1970 2018

Virtual Memory
Constrained Systems
Message passing

Detecting significant genotype–phenotype association rules in bipolar disorder: market research meets complex genetics

Breuer, R., Mattheisen, M., Frank, J., Krumm, B., Treutlein, J., Kassem, L., Strohmaier, J., Herms, S., Mühleisen, T. W., Degenhardt, F., Cichon, S., Nöthen, M. M., Karypis, G., Kelsoe, J., Greenwood, T., Nievergelt, C., Shilling, P., Shekhtman, T., Edenberg, H., Craig, D. & 32 othersSzelinger, S., Nurnberger, J., Gershon, E., Alliey-Rodriguez, N., Zandi, P., Goes, F., Schork, N., Smith, E., Koller, D., Zhang, P., Badner, J., Berrettini, W., Bloss, C., Byerley, W., Coryell, W., Foroud, T., Guo, Y., Hipolito, M., Keating, B., Lawson, W., Liu, C., Mahon, P., McInnis, M., Murray, S., Nwulia, E., Potash, J., Rice, J., Scheftner, W., Zöllner, S., McMahon, F. J., Rietschel, M. & Schulze, T. G., Dec 1 2018, In : International Journal of Bipolar Disorders. 6, 1, 24.

Research output: Contribution to journalArticle

Genetic Association Studies
Bipolar Disorder
Genome-Wide Association Study

Distributed representation of multi-sense words: A loss driven approach

Manchanda, S. & Karypis, G., Jan 1 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Ho, B., Phung, D., Webb, G. I., Tseng, V. S., Ganji, M. & Rashidi, L. (eds.). Springer- Verlag, p. 337-349 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10938 LNAI).

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

2 Citations

Enriching course-Specific regression models with content features for grade prediction

Hu, Q., Polyzou, A., Karypis, G. & Rangwala, H., Jan 16 2018, Proceedings - 2017 International Conference on Data Science and Advanced Analytics, DSAA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 504-513 10 p.

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

Regression Model

HPC formulations of optimization algorithms for tensor completion

Smith, S., Park, J. & Karypis, G., May 1 2018, In : Parallel Computing. 74, p. 99-117 19 p.

Research output: Contribution to journalArticle

Alternating Least Squares
Charge coupled devices
Optimization Algorithm


Regions of High Confidence in Chinese Hamster and CHO-K1 Genome Assemblies

Bandyopadhyay, A. (Creator), Fu, H. (Creator), Hu, W. (Creator), Jacob, N. M. (Creator), Johnson, K. (Creator), Karypis, G. (Creator), Le, H. (Creator), Mudge, J. (Creator), Onsongo, G. (Creator), Ramaraj, T. (Creator), Sharma, M. (Creator), Silverstein, K. A. (Creator), Vishwanathan, N. (Creator), Data Repository for the University of Minnesota, 2016