Vinod Kumar Chauhan

Multim. Tools Appl., September, 2024

CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks.

[BibT_eX]

[DOI]

Soheila Molaei

Nima Ghanbari Bousejin

J. Heal. Informatics Res., September, 2024

A brief review of hypernetworks in deep learning.

[BibT_eX]

[DOI]

Artif. Intell. Rev., September, 2024

Temporal dynamics unleashed: Elevating variational graph attention.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Sample Selection Bias in Machine Learning for Healthcare.

[BibT_eX]

[DOI]

CoRR, 2024

GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., December, 2023

Improving Diagnostics with Deep Forest Applied to Electronic Health Records.

[BibT_eX]

[DOI]

Atieh Khodadadi

Nima Ghanbari Bousejin

Sensors, July, 2023

Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing.

[BibT_eX]

[DOI]

Comput. Ind. Eng., February, 2023

Dynamic Inter-treatment Information Sharing for Heterogeneous Treatment Effects Estimation.

[BibT_eX]

[DOI]

CoRR, 2023

Synthesizing Mixed-type Electronic Health Records using Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

Adversarial De-confounding in Individualised Treatment Effects Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

A network science approach to identify disruptive elements of an airline.

[BibT_eX]

[DOI]

CoRR, 2022

Exploitation of material consolidation trade-offs in a multi-tier complex supply networks.

[BibT_eX]

[DOI]

CoRR, 2022

Trolley optimisation: An extension of bin packing to load PCB components.

[BibT_eX]

[DOI]

CoRR, 2022

COPER: Continuous Patient State Perceiver.

[BibT_eX]

[DOI]

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

LIBS2ML: A library for scalable second order machine learning algorithms.

[BibT_eX]

[DOI]

Softw. Impacts, 2021

The relationship between nested patterns and the ripple effect in complex supply networks.

[BibT_eX]

[DOI]

Supun Perera

Alexandra Brintrup

Int. J. Prod. Res., 2021

2020

Stochastic trust region inexact Newton method for large-scale machine learning.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

A self controlled RDP approach for feature extraction in online handwriting recognition using deep learning.

[BibT_eX]

[DOI]

Elisa H. Barney Smith

Appl. Intell., 2020

2019

SAAGs: Biased stochastic variance reduction methods for large-scale learning.

[BibT_eX]

[DOI]

Appl. Intell., 2019

Problem formulations and solvers in linear SVM: a review.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2019

2018

SAAGs: Biased Stochastic Variance Reduction Methods.

[BibT_eX]

[DOI]

CoRR, 2018

Faster Algorithms for Large-scale Machine Learning using Simple Sampling Techniques.

[BibT_eX]

[DOI]

CoRR, 2018

Faster learning by reduction of data access time.

[BibT_eX]

[DOI]

Appl. Intell., 2018

2017

Trust Region Levenberg-Marquardt Method for Linear SVM.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems.

[BibT_eX]

[DOI]

Proceedings of The 9th Asian Conference on Machine Learning, 2017

2016

Online Support Vector Machine Based on Minimum Euclidean Distance.

[BibT_eX]

[DOI]