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Works (29)

Feature-Driven Density Prediction of Maraging Steel Additively Manufactured Samples Using Pyrometer Sensor and Supervised Machine Learning

IEEE Access
2024 | Journal article
Contributors: Rajesh Kumar Balaraman; Shaista Hussain; John Kgee Ong; Qing Yang Tan; Nagarajan Raghavan
Source: check_circle
Crossref

Enhanced Automated Determination of Optimal Positions for Electroencephalography (EEG) Electrode Placements Using Data-Driven Hybrid Machine Learning (ML) Models

IEEE Sensors Journal
2023-11-01 | Journal article
Contributors: M. Souganttika; Shaista Hussain; Shaohui Foong
Source: check_circle
Crossref

A Perspective into Analysing Tool Wear Condition in Hard-Turning Process—The Key Lessons Learnt

Intelligent Systems Reference Library
2021 | Book chapter
EID:

2-s2.0-85103822837

Part of ISSN: 18684408 18684394
Contributors: Habibullah, M.S.; Shen, Y.; Yang, F.; Aggarwal, S.; Zhou, Y.; Hussain, S.; Das, A.K.; Jhinaoui, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Federated Learning for Advanced Manufacturing Based on Industrial IoT Data Analytics

Intelligent Systems Reference Library
2021 | Book chapter
EID:

2-s2.0-85103845534

Part of ISSN: 18684408 18684394
Contributors: Kanagavelu, R.; Li, Z.; Samsudin, J.; Hussain, S.; Yang, F.; Yang, Y.; Goh, R.S.M.; Cheah, M.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Hybrid Particle Filter Trained Neural Network for Prognosis of Lithium-Ion Batteries

IEEE Access
2021 | Journal article
EID:

2-s2.0-85117025687

Part of ISSN: 21693536
Contributors: Pugalenthi, K.; Park, H.; Hussain, S.; Raghavan, N.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Online prognosis of bimodal crack evolution for fatigue life prediction of composite laminates using particle filters

Applied Sciences (Switzerland)
2021 | Journal article
EID:

2-s2.0-85109377264

Part of ISSN: 20763417
Contributors: Pugalenthi, K.; Trung Duong, P.L.; Doh, J.; Hussain, S.; Jhon, M.H.; Raghavan, N.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Data Driven Prognosis of Fracture Dynamics Using Tensor Train and Gaussian Process Regression

IEEE Access
2020 | Journal article
EID:

2-s2.0-85097931212

Part of ISSN: 21693536
Contributors: Duong, P.L.T.; Hussain, S.; Jhon, M.H.; Raghavan, N.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Dilated convolutional recurrent deep network with transfer learning for remaining useful life prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
EID:

2-s2.0-85093843724

Part of ISSN: 16113349 03029743
Contributors: Lee, J.Y.; Das, A.K.; Hussain, S.; Feng, Y.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Generative modeling for synthesis of cellular imaging data for low-cost drug repurposing application

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
EID:

2-s2.0-85093828973

Part of ISSN: 16113349 03029743
Contributors: Hussain, S.; Anees, A.; Das, A.K.; Nguyen, B.P.; Marzuki, M.; Lin, S.; Wright, G.; Singhal, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

High-content image generation for drug discovery using generative adversarial networks

Neural Networks
2020 | Journal article
EID:

2-s2.0-85091217786

Part of ISSN: 18792782 08936080
Contributors: Hussain, S.; Anees, A.; Das, A.; Nguyen, B.P.; Marzuki, M.; Lin, S.; Wright, G.; Singhal, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier
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Temporal convolutional network based transfer learning for structural health monitoring of composites

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
EID:

2-s2.0-85093849780

Part of ISSN: 16113349 03029743
Contributors: Hussain, S.; Duong, L.T.P.; Raghavan, N.; Jhon, M.H.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Tensor Train Decomposition for Data-Driven Prognosis of Fracture Dynamics in Composite Materials

IEEE Aerospace Conference Proceedings
2020 | Conference paper
EID:

2-s2.0-85092549592

Part of ISSN: 1095323X
Contributors: Duong, P.L.T.; Raghavan, N.; Hussain, S.; Jhon, M.H.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Deep Recurrent Architecture with Attention for Remaining Useful Life Estimation

IEEE Region 10 Annual International Conference, Proceedings/TENCON
2019 | Conference paper
EID:

2-s2.0-85077721676

Part of ISSN: 21593450 21593442
Contributors: Das, A.; Hussain, S.; Yang, F.; Habibullah, M.S.; Kumar, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

DeLHCA: Deep transfer learning for high-content analysis of the effects of drugs on immune cells

IEEE Region 10 Annual International Conference, Proceedings/TENCON
2019 | Conference paper
EID:

2-s2.0-85077698098

Part of ISSN: 21593450 21593442
Contributors: Hussain, S.; Das, A.; Nguyen, B.P.; Marzuki, M.; Lin, S.; Kumar, A.; Wright, G.; Singhal, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Two-Stage Ensemble of Deep Convolutional Neural Networks for Object Recognition

2018 International Conference on Intelligent Rail Transportation, ICIRT 2018
2019 | Conference paper
EID:

2-s2.0-85063109972

Contributors: Uddamvathanak, R.; Yang, F.; Yang, X.; Das, A.K.; Shen, Y.; Salahuddin, M.; Hussain, S.; Chawla, S.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

“HCS-phenocluster” - Machine learning based high-content phenotypic analysis tool

ACM International Conference Proceeding Series
2018 | Conference paper
EID:

2-s2.0-85047119282

Contributors: Hussain, S.; Ling, T.M.; Le Guezennec, X.; Bard, F.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Digging deep into Golgi phenotypic diversity with unsupervised machine learning

Molecular Biology of the Cell
2017 | Journal article
EID:

2-s2.0-85035802539

Part of ISSN: 19394586 10591524
Contributors: Hussain, S.; Guezennec, X.L.; Yi, W.; Dong, H.; Chia, J.; Yiping, K.; Khoon, L.K.; Bard, F.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Learning Spike Time Codes Through Morphological Learning with Binary Synapses

IEEE Transactions on Neural Networks and Learning Systems
2016 | Journal article
EID:

2-s2.0-84937010723

Part of ISSN: 21622388 2162237X
Contributors: Roy, S.; San, P.P.; Hussain, S.; Wei, L.W.; Basu, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Morphological learning in multicompartment neuron model with binary synapses

Proceedings - IEEE International Symposium on Circuits and Systems
2016 | Conference paper
EID:

2-s2.0-84983399084

Part of ISSN: 02714310
Contributors: Hussain, S.; Basu, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Multiclass classification by adaptive network of dendritic neurons with binary synapses using structural plasticity

Frontiers in Neuroscience
2016 | Journal article
EID:

2-s2.0-84964345296

Part of ISSN: 1662453X 16624548
Contributors: Hussain, S.; Basu, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Hardware-Amenable structural learning for spike-based pattern classification using a simple model of active dendrites

Neural Computation
2015 | Journal article
EID:

2-s2.0-84924974710

Part of ISSN: 1530888X 08997667
Contributors: Hussain, S.; Liu, S.-C.; Basu, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Delay learning architectures for memory and classification

Neurocomputing
2014 | Journal article
EID:

2-s2.0-84899936810

Part of ISSN: 18728286 09252312
Contributors: Hussain, S.; Basu, A.; Wang, R.M.; Julia Hamilton, T.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Improved margin multi-class classification using dendritic neurons with morphological learning

Proceedings - IEEE International Symposium on Circuits and Systems
2014 | Conference paper
EID:

2-s2.0-84907384663

Part of ISSN: 02714310
Contributors: Hussain, S.; Liu, S.-C.; Basu, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Spike-timing dependent morphological learning for a neuron with nonlinear active dendrites

Proceedings of the International Joint Conference on Neural Networks
2014 | Conference paper
EID:

2-s2.0-84908471904

Contributors: San, P.P.; Hussain, S.; Basu, A.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Computation using mismatch: Neuromorphic extreme learning machines

2013 IEEE Biomedical Circuits and Systems Conference, BioCAS 2013
2013 | Conference paper
EID:

2-s2.0-84893561481

Contributors: Yao, E.; Hussain, S.; Basu, A.; Huang, G.-B.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Hardware efficient, neuromorphic dendritically enhanced readout for liquid state machines

2013 IEEE Biomedical Circuits and Systems Conference, BioCAS 2013
2013 | Conference paper
EID:

2-s2.0-84893554565

Contributors: Roy, S.; Basu, A.; Hussain, S.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration

Proceedings of the International Joint Conference on Neural Networks
2013 | Conference paper
EID:

2-s2.0-84893611590

Contributors: Hussain, S.; Gopalakrishnan, R.; Basu, A.; Liu, S.-C.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

DELTRON: Neuromorphic architectures for delay based learning

IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS
2012 | Conference paper
EID:

2-s2.0-84874185723

Contributors: Hussain, S.; Basu, A.; Wang, M.; Hamilton, T.J.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Development of cortical orientation selectivity in the absence of visual experience with contour

Journal of Neurophysiology
2011 | Journal article
EID:

2-s2.0-80054015262

Part of ISSN: 00223077 15221598
Contributors: Ohshiro, T.; Hussain, S.; Weliky, M.
Source: Self-asserted source
Shaista Hussain via Scopus - Elsevier

Peer review (2 reviews for 2 publications/grants)

Review activity for BMC bioinformatics (1)
Review activity for Nature communications (1)