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Aleksandra Mojsilovic
Aleksandra Mojsilovic
Google Research
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Leto
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ...
IBM Journal of Research and Development 63 (4/5), 4: 1-4: 15, 2019
17622019
System and method for measuring image similarity based on semantic meaning
A Mojsilovic, B Rogowitz, J Gomes
US Patent 7,478,091, 2009
7582009
One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques
V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...
arXiv preprint arXiv:1909.03012, 2019
5212019
FactSheets: Increasing trust in AI services through supplier's declarations of conformity
M Arnold, RKE Bellamy, M Hind, S Houde, S Mehta, A Mojsilović, R Nair, ...
IBM Journal of Research and Development 63 (4/5), 6: 1-6: 13, 2019
5182019
Adaptive perceptual color-texture image segmentation
J Chen, TN Pappas, A Mojsilovic, BE Rogowitz
IEEE transactions on image processing 14 (10), 1524-1536, 2005
3462005
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
P Das, T Sercu, K Wadhawan, I Padhi, S Gehrmann, F Cipcigan, ...
Nature Biomedical Engineering 5 (6), 613-623, 2021
3372021
Method for market risk assessment for healthcare applications
S Mahatma, A Mojsilovic, KN Ramamurthy, KR Varshney, D Wei, ...
US Patent App. 14/699,482, 2016
3252016
Matching and retrieval based on the vocabulary and grammar of color patterns
A Mojsilovic, J Kovacevic, J Hu, RJ Safranek, SK Ganapathy
IEEE transactions on image processing 9 (1), 38-54, 2000
2782000
Retrieval and matching of color patterns based on a predetermined vocabulary and grammar
SK Ganapathy, J Hu, J Kovacevic, A Mojsilovic, RJ Safranek
US Patent 6,411,953, 2002
2312002
On the selection of an optimal wavelet basis for texture characterization
A Mojsilovic, MV Popovic, DM Rackov
IEEE Transactions on image processing 9 (12), 2043-2050, 2000
2292000
Capturing image semantics with low-level descriptors
A Mojsilovic, B Rogowitz
Proceedings 2001 International Conference on Image Processing (Cat. No …, 2001
2022001
Extraction of perceptually important colors and similarity measurement for image matching, retrieval and analysis
A Mojsilovic, H Hu, E Soljanin
IEEE Transactions on Image Processing 11 (11), 1238-1248, 2002
1832002
A computational model for color naming and describing color composition of images
A Mojsilovic
IEEE Transactions on Image processing 14 (5), 690-699, 2005
1812005
Characterization of visually similar diffuse diseases from B-scan liver images using nonseparable wavelet transform
A Mojsilovic, M Popovic, S Markovic, M Krstic
IEEE Transactions on Medical Imaging 17 (4), 541-549, 1998
1731998
TED: Teaching AI to explain its decisions
M Hind, D Wei, M Campbell, NCF Codella, A Dhurandhar, A Mojsilović, ...
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 123-129, 2019
1702019
High-utility pattern mining: A method for discovery of high-utility item sets
J Hu, A Mojsilovic
Pattern Recognition 40 (11), 3317-3324, 2007
1642007
How data scientistswork together with domain experts in scientific collaborations: To find the right answer or to ask the right question?
Y Mao, D Wang, M Muller, KR Varshney, I Baldini, C Dugan, A Mojsilović
Proceedings of the ACM on Human-Computer Interaction 3 (GROUP), 1-23, 2019
1582019
Ranking expert responses and finding experts based on rank
J Hu, J Lai, A Mojsilovic, V Sindhwani, K Singley
US Patent 8,266,098, 2012
1372012
Adaptive image segmentation based on color and texture
J Chen, TN Pappas, A Mojsilovic, B Rogowitz
Proceedings. International Conference on Image Processing 3, 777-780, 2002
1292002
Ai explainability 360 toolkit
V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...
Proceedings of the 3rd ACM India joint international conference on data …, 2021
1152021
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