Faraz Hussain

37 papers A 1B 1C 4Journal 20Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Conditional Synthetic Live and Spoof Fingerprint Generation.
CoRR
Syed Konain Abbas, Sandip Purnapatra, M. G. Sarwar Murshed, Conor Miller-Lynch, Lambert Igene, Soumyabrata Dey, Stephanie Schuckers, Faraz Hussain
2025 J jnl
Deep Age-Invariant Fingerprint Segmentation System.
IEEE Trans. Biom. Behav. Identity Sci.
M. G. Sarwar Murshed, Keivan Bahmani, Stephanie Schuckers, Faraz Hussain
2025 — conf
Deep Learning-Based Approaches for Contactless Fingerprints Segmentation and Extraction.
BIOSIG
M. G. Sarwar Murshed, Syed Konain Abbas, Sandip Purnapatra, Daqing Hou, Faraz Hussain
2025 J jnl
Explainable Face Presentation Attack Detection via Ensemble-CAM.
CoRR
Rashik Shadman, M. G. Sarwar Murshed, Faraz Hussain
2025 J jnl
Explainable Face Recognition via Improved Localization.
CoRR
Rashik Shadman, Daqing Hou, Faraz Hussain, M. G. Sarwar Murshed
2025 J jnl
Keystroke Dynamics: Concepts, Techniques, and Applications.
ACM Comput. Surv.
Rashik Shadman, Ahmed Anu Wahab, Michael Manno, Matthew Lukaszewski, Daqing Hou, Faraz Hussain
2024 C conf
A Novel Keystroke Dataset for Preventing Advanced Persistent Threats.
ICPRAM
Xiaofei Wang, Rashik Shadman, Daqing Hou, Faraz Hussain, Stephanie Schuckers
2024 C conf
WIP: Comparison of Large Language Models for Applied Mathematics Questions in Engineering Courses.
FIE
Carlos Merlos, Faraz Hussain, Swati Kar, Lavanya Shri, Olaoluwayimika Olugbenle, Mahesh Banavar, Abd AlRahman AlMomani
2023 J jnl
Deep Age-Invariant Fingerprint Segmentation System.
CoRR
M. G. Sarwar Murshed, Keivan Bahmani, Stephanie Schuckers, Faraz Hussain
2023 J jnl
Deep Learning-Based Approaches for Contactless Fingerprints Segmentation and Extraction.
CoRR
M. G. Sarwar Murshed, Syed Konain Abbas, Sandip Purnapatra, Daqing Hou, Faraz Hussain
2023 J jnl
Keystroke Dynamics: Concepts, Techniques, and Applications.
CoRR
Rashik Shadman, Ahmed Anu Wahab, Michael Manno, Matthew Lukaszewski, Daqing Hou, Faraz Hussain
2022 J jnl
Machine Learning at the Network Edge: A Survey.
ACM Comput. Surv.
M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
2021 J jnl
Deep Slap Fingerprint Segmentation for Juveniles and Adults.
CoRR
M. G. Sarwar Murshed, Robert Kline, Keivan Bahmani, Faraz Hussain, Stephanie Schuckers
2021 J jnl
Pulmonary Disease Classification Using Globally Correlated Maximum Likelihood: an Auxiliary Attention mechanism for Convolutional Neural Networks.
CoRR
Edward Verenich, Tobias Martin, Alvaro Velasquez, Nazar Khan, Faraz Hussain
2020 — conf
Fast Resilient-Aware Data Layout Organization for Resistive Computing Systems.
ISVLSI
Baogang Zhang, M. G. Sarwar Murshed, Faraz Hussain, Rickard Ewetz
2020 — conf
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints.
OpML
Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain
2020 J jnl
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints.
CoRR
Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain
2020 J jnl
Hazard Detection in Supermarkets using Deep Learning on the Edge.
CoRR
M. G. Sarwar Murshed, Edward Verenich, James J. Carroll, Nazar Khan, Faraz Hussain
2020 C conf
Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia.
ICMLA
Edward Verenich, Alvaro Velasquez, Nazar Khan, Faraz Hussain
2020 J jnl
Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia.
CoRR
Edward Verenich, Alvaro Velasquez, Nazar Khan, Faraz Hussain
2020 C conf
Resource-aware On-device Deep Learning for Supermarket Hazard Detection.
ICMLA
M. G. Sarwar Murshed, James J. Carroll, Nazar Khan, Faraz Hussain
2020 J jnl
The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes.
CoRR
Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain
2019 J jnl
Machine Learning at the Network Edge: A Survey.
CoRR
M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
2017 J jnl
A theorem proving approach for automatically synthesizing visualizations of flow cytometry data.
BMC Bioinform.
Sunny Raj, Faraz Hussain, Zubir Husein, Neslisah Torosdagli, Damla Turgut, Narsingh Deo, Sumanta N. Pattanaik, Chung-Che Jeff Chang, Sumit Kumar Jha
2016 A conf
Integrating symbolic and statistical methods for testing intelligent systems: Applications to machine learning and computer vision.
DATE
Arvind Ramanathan, Laura L. Pullum, Faraz Hussain, Dwaipayan Chakrabarty, Sumit Kumar Jha
2015 J jnl
Automated parameter estimation for biological models using Bayesian statistical model checking.
BMC Bioinform.
Faraz Hussain, Christopher J. Langmead, Qi Mi, Joyeeta Dutta-Moscato, Yoram Vodovotz, Sumit Kumar Jha
2015 — conf
SANJAY: Automatically synthesizing visualizations of flow cytometry data using decision procedures.
ICCABS
Faraz Hussain, Zubir Husein, Neslisah Torosdagli, Narsingh Deo, Sumanta N. Pattanaik, Chung-Che Chang, Sumit Kumar Jha
2014 J jnl
Discovering rare behaviours in stochastic differential equations using decision procedures: applications to a minimal cell cycle model.
Int. J. Bioinform. Res. Appl.
Arup Kumar Ghosh, Faraz Hussain, Susmit Jha, Christopher James Langmead, Sumit Kumar Jha
2014 — conf
EpiSpec: A formal specification language for parameterized agent-based models against epidemiological ground truth.
ICCABS
Faraz Hussain, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha
2014 — conf
Parameter discovery for stochastic computational models in systems biology using Bayesian model checking.
ICCABS
Faraz Hussain, Christopher James Langmead, Qi Mi, Joyeeta Dutta-Moscato, Yoram Vodovotz, Sumit Kumar Jha
2014 J jnl
Parameter discovery in stochastic biological models using simulated annealing and statistical model checking.
Int. J. Bioinform. Res. Appl.
Faraz Hussain, Sumit Kumar Jha, Susmit Jha, Christopher James Langmead
2014 — conf
Putting humpty-dumpty together: Mining causal mechanistic biochemical models from big data.
ICCABS
Faraz Hussain, Alvaro Velasquez, Emily Sassano, Sumit Kumar Jha
2012 — conf
A computational metabolic model of the NG108-15 cell for high content drug screening with electrophysiological readout.
BCB
Aditya Reddy Kolli, Frank Sommerhage, Peter Molnar, Jonathan E. Hood, Jerry J. Jenkins, Faraz Hussain, Arup K. Ghosh, Sumit Kumar Jha, James J. Hickman
2012 — conf
Decision procedure based discovery of rare behaviors in Stochastic Differential Equation models of biological systems.
ICCABS
Arup K. Ghosh, Faraz Hussain, Sumit Kumar Jha, Christopher James Langmead, Susmit Jha
2012 — conf
Parameter discovery for stochastic biological models against temporal behavioral specifications using an SPRT based Metric for simulated annealing.
ICCABS
Faraz Hussain, Raj Gautam Dutta, Sumit Kumar Jha, Christopher James Langmead, Susmit Jha
2010 — conf
The design of SafeJML, a specification language for SCJ with support for WCET specification.
JTRES
Ghaith Haddad, Faraz Hussain, Gary T. Leavens
2010 B conf
temporaljmlc: A JML Runtime Assertion Checker Extension for Specification and Checking of Temporal Properties.
SEFM
Faraz Hussain, Gary T. Leavens