Amin Emad

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 12

Top Topics

Drosophila Melanogaster

Gene Expression

Top Venues

IEEE Trans. Inf. Theory

Publications

David Earl Hostallero, Lixuan Wei, Liewei Wang, Junmei Cairns, Amin Emad
Preclinical-to-clinical Anti-cancer Drug Response Prediction and Biomarker Identification Using TINDL. Genom. Proteom. Bioinform. 21 (3) (2023)
Mohamed Reda El Khili, Safyan Aman Memon, Amin Emad
MARSY: a multitask deep-learning framework for prediction of drug combination synergy scores. Bioinform. 39 (4) (2023)
Joseph Szymborski, Amin Emad
RAPPPID: towards generalizable protein interaction prediction with AWD-LSTM twin networks. Bioinform. 38 (16) (2022)
David Earl Hostallero, Yihui Li, Amin Emad
Looking at the BiG picture: incorporating bipartite graphs in drug response prediction. Bioinform. 38 (14) (2022)
Jun Ding, David Earl Hostallero, Mohamed Reda El Khili, Gregory Joseph Fonseca, Simon Milette, Nuzha Noorah, Myriam Guay-Belzile, Jonathan Spicer, Noriko Daneshtalab, Martin Sirois, Karine Tremblay, Amin Emad, Simon Rousseau
A network-informed analysis of SARS-CoV-2 and hemophagocytic lymphohistiocytosis genes' interactions points to Neutrophil extracellular traps as mediators of thrombosis in COVID-19. PLoS Comput. Biol. 17 (3) (2021)
Edward W. Huang, Ameya Bhope, Jing Lim, Saurabh Sinha, Amin Emad
Tissue-guided LASSO for prediction of clinical drug response using preclinical samples. PLoS Comput. Biol. 16 (1) (2020)
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
From Gene Expression to Drug Response: A Collaborative Filtering Approach. ICASSP (2019)
Cheng Qian, Amin Emad, Nicholas D. Sidiropoulos
REP: Predicting the Time-Course of Drug Sensitivity. CoRR (2019)
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
From Gene Expression to Drug Response: A Collaborative Filtering Approach. CoRR (2018)
Jack P. Hou, Amin Emad, Gregory J. Puleo, Jian Ma, Olgica Milenkovic
A new correlation clustering method for cancer mutation analysis. CoRR (2016)
Amin Emad, Olgica Milenkovic
Code Construction and Decoding Algorithms for Semi-Quantitative Group Testing With Nonuniform Thresholds. IEEE Trans. Inf. Theory 62 (4) (2016)
Jack P. Hou, Amin Emad, Gregory J. Puleo, Jian Ma, Olgica Milenkovic
A new correlation clustering method for cancer mutation analysis. Bioinform. 32 (24) (2016)
Amin Emad, Olgica Milenkovic
Poisson Group Testing: A Probabilistic Model for Boolean Compressed Sensing. IEEE Trans. Signal Process. 63 (16) (2015)
Amin Emad, Olgica Milenkovic
Semiquantitative Group Testing. IEEE Trans. Inf. Theory 60 (8) (2014)
Amin Emad, Olgica Milenkovic
Group testing for non-uniformly quantized adder channels. ISIT (2014)
Amin Emad, Olgica Milenkovic
Code Construction and Decoding Algorithms for Semi-Quantitative Group Testing with Nonuniform Thresholds. CoRR (2014)
Amin Emad, Olgica Milenkovic
Poisson Group Testing: A Probabilistic Model for Boolean Compressed Sensing. CoRR (2014)
Amin Emad, Olgica Milenkovic
Poisson group testing: A probabilistic model for nonadaptive streaming boolean compressed sensing. ICASSP (2014)
Jonathan G. Ligo, MinJi Kim, Amin Emad, Olgica Milenkovic, Venugopal V. Veeravalli
MCUIUC - A new framework for metagenomic read compression. ITW (2013)
Amin Emad, Olgica Milenkovic
Compression of noisy signals with information bottlenecks. ITW (2013)
MinJi Kim, Jonathan G. Ligo, Amin Emad, Farzad Farnoud, Olgica Milenkovic, Venugopal V. Veeravalli
MetaPar: Metagenomic sequence assembly via iterative reclassification. GlobalSIP (2013)
Amin Emad, Olgica Milenkovic
Semi-Quantitative Group Testing CoRR (2012)
Mo Deng, Amin Emad, Olgica Milenkovic
Causal compressive sensing for gene network inference. SSP (2012)
Amin Emad, Olgica Milenkovic
Semi-quantitative group testing. ISIT (2012)
Amin Emad, Olgica Milenkovic
Semi-Quantitative Group Testing: a General Paradigm with Applications in Genotyping CoRR (2012)
Amin Emad, Olgica Milenkovic
Information Theoretic Bounds for Tensor Rank Minimization over Finite Fields CoRR (2011)
Amin Emad, Olgica Milenkovic
Information Theoretic Bounds for Tensor Rank Minimization over Finite Fields. GLOBECOM (2011)
Amin Emad, Norman C. Beaulieu
On the Performance of an Automatic Frequency Control Loop in Dissimilar Fading Channels in the Presence of Interference. IEEE Trans. Commun. 59 (12) (2011)
Amin Emad, Jun Shen, Olgica Milenkovic
Symmetric Group Testing and Superimposed Codes CoRR (2011)
Amin Emad, Jun Shen, Olgica Milenkovic
Symmetric group testing and superimposed codes. ITW (2011)
Amin Emad, Norman C. Beaulieu
Lower Bounds to the Performance of Bit Synchronization for Bandwidth Efficient Pulse-Shaping. IEEE Trans. Commun. 58 (10) (2010)
Amin Emad, Norman C. Beaulieu
Performance of an AFC Loop in the Presence of a Single Interferer in a Fading Channel. IEEE Trans. Commun. 58 (12) (2010)
Amin Emad, Norman C. Beaulieu
On the Performance of Bit-Synchronizers in an ISI Channel and a Related Lower Bound. GLOBECOM (2009)
Amin Emad, Norman C. Beaulieu
Effect of a cochannel interferer on an automatic frequency control loop in fading channels. WCNC (2009)
Amin Emad, Norman C. Beaulieu
Performance Measures of Automatic Frequency Control Corrupted by Interference and Fading in Dual Dissimilar Channels. VTC Spring (2009)
Amin Emad, Norman C. Beaulieu
Mean Time to Loss of Lock and Average Switching Rate of an Automatic Frequency Control Loop with an Interferer and Noise in a Fading Channel. ICC (2009)