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ORCIDFaraz Hussain 0001
Person information
- affiliation: Clarkson University, NY, USA
- affiliation (former): University of Utah, Salt Lake City, Utah, USA
- affiliation (Ph.D.): University of Central Florida, FL, USA
Other persons with the same name
- Faraz Hussain 0002
![[0000-0002-4910-1342]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-4910-1342")
— University of Illinois at Chicago, Department of Psychiatry, IL, USA - Faraz Hussain 0003 — COMSATS University, Islamabad, Pakistan
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2020 – today
- 2024
[c15]Xiaofei Wang, Rashik Shadman, Daqing Hou, Faraz Hussain, Stephanie Schuckers:
A Novel Keystroke Dataset for Preventing Advanced Persistent Threats. ICPRAM 2024: 894-901- 2023
- [i10]M. G. Sarwar Murshed, Keivan Bahmani, Stephanie Schuckers, Faraz Hussain:
Deep Age-Invariant Fingerprint Segmentation System. CoRR abs/2303.03341 (2023) - [i9]Rashik Shadman, Ahmed Anu Wahab, Michael Manno, Matthew Lukaszewski, Daqing Hou, Faraz Hussain:
Keystroke Dynamics: Concepts, Techniques, and Applications. CoRR abs/2303.04605 (2023) - [i8]M. G. Sarwar Murshed, Syed Konain Abbas, Sandip Purnapatra, Daqing Hou, Faraz Hussain:
Deep Learning-Based Approaches for Contactless Fingerprints Segmentation and Extraction. CoRR abs/2311.15163 (2023) - 2022
- [j5]M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain:
Machine Learning at the Network Edge: A Survey. ACM Comput. Surv. 54(8): 170:1-170:37 (2022) - 2021
- [i7]Edward Verenich, Tobias Martin, Alvaro Velasquez, Nazar Khan, Faraz Hussain:
Pulmonary Disease Classification Using Globally Correlated Maximum Likelihood: an Auxiliary Attention mechanism for Convolutional Neural Networks. CoRR abs/2109.00573 (2021) - [i6]M. G. Sarwar Murshed, Robert Kline, Keivan Bahmani, Faraz Hussain, Stephanie Schuckers:
Deep Slap Fingerprint Segmentation for Juveniles and Adults. CoRR abs/2110.04067 (2021) - 2020
- [c14]M. G. Sarwar Murshed, James J. Carroll, Nazar Khan, Faraz Hussain:
Resource-aware On-device Deep Learning for Supermarket Hazard Detection. ICMLA 2020: 871-876 - [c13]Edward Verenich, Alvaro Velasquez, Nazar Khan, Faraz Hussain:
Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia. ICMLA 2020: 1402-1409 - [c12]Baogang Zhang, M. G. Sarwar Murshed, Faraz Hussain, Rickard Ewetz:
Fast Resilient-Aware Data Layout Organization for Resistive Computing Systems. ISVLSI 2020: 72-77 - [c11]Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain:
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints. OpML 2020 - [i5]Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain:
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints. CoRR abs/2003.01538 (2020) - [i4]M. G. Sarwar Murshed, Edward Verenich, James J. Carroll, Nazar Khan, Faraz Hussain:
Hazard Detection in Supermarkets using Deep Learning on the Edge. CoRR abs/2003.04116 (2020) - [i3]Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain:
The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes. CoRR abs/2003.04117 (2020) - [i2]Edward Verenich, Alvaro Velasquez, Nazar Khan, Faraz Hussain:
Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia. CoRR abs/2008.02866 (2020)
2010 – 2019
- 2019
- [i1]M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain:
Machine Learning at the Network Edge: A Survey. CoRR abs/1908.00080 (2019) - 2017
- [j4]Sunny Raj, Faraz Hussain, Zubir Husein, Neslisah Torosdagli, Damla Turgut, Narsingh Deo, Sumanta N. Pattanaik, Chung-Che Jeff Chang, Sumit Kumar Jha:
A theorem proving approach for automatically synthesizing visualizations of flow cytometry data. BMC Bioinform. 18(8): 245:1-245:11 (2017) - 2016
- [c10]Arvind Ramanathan, Laura L. Pullum, Faraz Hussain, Dwaipayan Chakrabarty, Sumit Kumar Jha:
Integrating symbolic and statistical methods for testing intelligent systems: Applications to machine learning and computer vision. DATE 2016: 786-791 - 2015
- [j3]Faraz Hussain, Christopher J. Langmead, Qi Mi, Joyeeta Dutta-Moscato, Yoram Vodovotz, Sumit Kumar Jha:
Automated parameter estimation for biological models using Bayesian statistical model checking. BMC Bioinform. 16(S17): S8 (2015) - [c9]Faraz Hussain, Zubir Husein, Neslisah Torosdagli, Narsingh Deo, Sumanta N. Pattanaik, Chung-Che Chang, Sumit Kumar Jha:
SANJAY: Automatically synthesizing visualizations of flow cytometry data using decision procedures. ICCABS 2015: 1 - 2014
- [j2]Faraz Hussain, Sumit Kumar Jha, Susmit Jha, Christopher James Langmead:
Parameter discovery in stochastic biological models using simulated annealing and statistical model checking. Int. J. Bioinform. Res. Appl. 10(4/5): 519-539 (2014) - [j1]Arup Kumar Ghosh, Faraz Hussain, Susmit Jha, Christopher James Langmead, Sumit Kumar Jha:
Discovering rare behaviours in stochastic differential equations using decision procedures: applications to a minimal cell cycle model. Int. J. Bioinform. Res. Appl. 10(4/5): 540-558 (2014) - [c8]Faraz Hussain, Christopher James Langmead, Qi Mi, Joyeeta Dutta-Moscato, Yoram Vodovotz, Sumit Kumar Jha:
Parameter discovery for stochastic computational models in systems biology using Bayesian model checking. ICCABS 2014: 1-2 - [c7]Faraz Hussain, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha:
EpiSpec: A formal specification language for parameterized agent-based models against epidemiological ground truth. ICCABS 2014: 1-6 - [c6]Faraz Hussain, Alvaro Velasquez, Emily Sassano, Sumit Kumar Jha:
Putting humpty-dumpty together: Mining causal mechanistic biochemical models from big data. ICCABS 2014: 1-6 - 2012
- [c5]Aditya Reddy Kolli, Frank Sommerhage, Peter Molnar, Jonathan E. Hood, Jerry J. Jenkins, Faraz Hussain, Arup K. Ghosh, Sumit Kumar Jha, James J. Hickman:
A computational metabolic model of the NG108-15 cell for high content drug screening with electrophysiological readout. BCB 2012: 530-532 - [c4]Arup K. Ghosh, Faraz Hussain, Sumit Kumar Jha, Christopher James Langmead, Susmit Jha:
Decision procedure based discovery of rare behaviors in Stochastic Differential Equation models of biological systems. ICCABS 2012: 1-6 - [c3]Faraz Hussain, Raj Gautam Dutta, Sumit Kumar Jha, Christopher James Langmead, Susmit Jha:
Parameter discovery for stochastic biological models against temporal behavioral specifications using an SPRT based Metric for simulated annealing. ICCABS 2012: 1-6 - 2010
- [c2]Ghaith Haddad, Faraz Hussain, Gary T. Leavens:
The design of SafeJML, a specification language for SCJ with support for WCET specification. JTRES 2010: 155-163 - [c1]Faraz Hussain, Gary T. Leavens:
temporaljmlc: A JML Runtime Assertion Checker Extension for Specification and Checking of Temporal Properties. SEFM 2010: 63-72
Coauthor Index
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