Amin Emad
Amin Emad
Assistant Professor, McGill University
Verifierad e-postadress på mcgill.ca - Startsida
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Semiquantitative group testing
A Emad, O Milenkovic
IEEE transactions on information theory 60 (8), 4614-4636, 2014
282014
A new correlation clustering method for cancer mutation analysis
JP Hou, A Emad, GJ Puleo, J Ma, O Milenkovic
Bioinformatics 32 (24), 3717-3728, 2016
232016
Poisson group testing: A probabilistic model for nonadaptive streaming boolean compressed sensing
A Emad, O Milenkovic
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
202014
Learning interpretable classification rules with boolean compressed sensing
DM Malioutov, KR Varshney, A Emad, S Dash
Transparent Data Mining for Big and Small Data, 95-121, 2017
172017
CaSPIAN: A causal compressive sensing algorithm for discovering directed interactions in gene networks
A Emad, O Milenkovic
PloS one 9 (3), e90781, 2014
162014
Knowledge-guided gene prioritization reveals new insights into the mechanisms of chemoresistance
A Emad, J Cairns, KR Kalari, L Wang, S Sinha
Genome biology 18 (1), 153, 2017
142017
A closer look at cross-validation for assessing the accuracy of gene regulatory networks and models
S Tabe-Bordbar, A Emad, SD Zhao, S Sinha
Scientific reports 8 (1), 1-11, 2018
102018
A semiquantitative group testing approach for learning interpretable clinical prediction rules
A Emad, KR Varshney, DM Malioutov
Proc. Signal Process. Adapt. Sparse Struct. Repr. Workshop, Cambridge, UK, 2015
102015
Symmetric group testing and superimposed codes
A Emad, J Shen, O Milenkovic
2011 IEEE Information Theory Workshop, 20-24, 2011
92011
Poisson group testing: A probabilistic model for boolean compressed sensing
A Emad, O Milenkovic
IEEE Transactions on Signal Processing 63 (16), 4396-4410, 2015
82015
Compression of noisy signals with information bottlenecks
A Emad, O Milenkovic
2013 IEEE Information Theory Workshop (ITW), 1-5, 2013
62013
Performance of an AFC loop in the presence of a single interferer in a fading channel
A Emad, NC Beaulieu
IEEE transactions on communications 58 (12), 3386-3391, 2010
62010
Causal compressive sensing for gene network inference
M Deng, A Emad, O Milenkovic
2012 IEEE Statistical Signal Processing Workshop (SSP), 696-699, 2012
52012
On the performance of an automatic frequency control loop in dissimilar fading channels in the presence of interference
A Emad, NC Beaulieu
IEEE transactions on communications 59 (12), 3234-3239, 2011
52011
Lower bounds to the performance of bit synchronization for bandwidth efficient pulse-shaping
A Emad, NC Beaulieu
IEEE transactions on communications 58 (10), 2789-2794, 2010
52010
Knowledge-guided analysis of" omics" data using the KnowEnG cloud platform
C Blatti III, A Emad, MJ Berry, L Gatzke, M Epstein, D Lanier, P Rizal, J Ge, ...
PLoS biology 18 (1), e3000583, 2020
42020
From Gene Expression to Drug Response: A Collaborative Filtering Approach
C Qian, ND Sidiropoulos, M Amiridi, A Emad
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
32019
Methods and systems for determining crosstalk for a line in a vectored system
A Emad, CJ Nuzman, E Soljanin
US Patent 9,948,769, 2018
32018
MetaPar: metagenomic sequence assembly via iterative reclassification
M Kim, JG Ligo, A Emad, F Farnoud, O Milenkovic, VV Veeravalli
2013 IEEE Global Conference on Signal and Information Processing, 43-46, 2013
32013
MCUIUC—A new framework for metagenomic read compression
JG Ligo, M Kim, A Emad, O Milenkovic, VV Veeravalli
2013 IEEE Information Theory Workshop (ITW), 1-5, 2013
32013
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Artiklar 1–20