Showing 50 publications by Vinod Kumar Chauhan
Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors for new-onset gastric cancer and gastric diseases in patients with type 2 diabetes mellitus: a population-based cohort study
Chou OHI, Chauhan VK, Chung CT, Lu L, Lee TTL et al. (2024), Gastric Cancer
BibTeX
@article{comparativeeffe-2024/6,
title={Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors for new-onset gastric cancer and gastric diseases in patients with type 2 diabetes mellitus: a population-based cohort study},
author={Chou OHI, Chauhan VK, Chung CT, Lu L, Lee TTL et al.},
journal={Gastric Cancer},
publisher={Springer (part of Springer Nature)},
year = "2024"
}
Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors for new-onset gastric cancer and gastric diseases in patients with type 2 diabetes mellitus: a population-based cohort study.
Chou OHI, Chauhan VK, Chung CTS, Lu L, Lee TTL et al. (2024), Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association
BibTeX
@article{comparativeeffe-2024/6,
title={Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors for new-onset gastric cancer and gastric diseases in patients with type 2 diabetes mellitus: a population-based cohort study.},
author={Chou OHI, Chauhan VK, Chung CTS, Lu L, Lee TTL et al.},
journal={Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association},
publisher={Springer Science and Business Media LLC},
year = "2024"
}
Temporal dynamics unleashed: elevating variational graph attention
Molaei S, Niknam G, Ghosheh G, Chauhan VK, Zare H et al. (2024), Knowledge-Based Systems
BibTeX
@article{temporaldynamic-2024/6,
title={Temporal dynamics unleashed: elevating variational graph attention},
author={Molaei S, Niknam G, Ghosheh G, Chauhan VK, Zare H et al.},
journal={Knowledge-Based Systems},
number={112110},
publisher={Elsevier},
year = "2024"
}
Dynamic inter-treatment information sharing for individualized treatment effects estimation
Chauhan VK, Ghosheh G, Clifton DA, Molaei S & Zhou J (2024), Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, 3529-3537
BibTeX
@inproceedings{dynamicintertre-2024/5,
title={Dynamic inter-treatment information sharing for individualized treatment effects estimation},
author={Chauhan VK, Ghosheh G, Clifton DA, Molaei S & Zhou J},
booktitle={27th International Conference on Artificial Intelligence and Statistics (AISTATS)},
pages={3529-3537},
year = "2024"
}
Continuous patient state attention model for addressing irregularity in electronic health records
Chauhan VK, Thakur A, O'Donoghue O, Rohanian O, Molaei S et al. (2024), BMC Medical Informatics and Decision Making, 24(1)
BibTeX
@article{continuouspatie-2024/5,
title={Continuous patient state attention model for addressing irregularity in electronic health records},
author={Chauhan VK, Thakur A, O'Donoghue O, Rohanian O, Molaei S et al.},
journal={BMC Medical Informatics and Decision Making},
volume={24},
number={117 },
publisher={BioMed Central},
year = "2024"
}
Sample selection bias in machine learning for healthcare
Chauhan VK, Clifton L, Salaün A, Lu HY, Branson K et al. (2024)
BibTeX
@misc{sampleselection-2024/5,
title={Sample selection bias in machine learning for healthcare},
author={Chauhan VK, Clifton L, Salaün A, Lu HY, Branson K et al.},
year = "2024"
}
GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks
Singh S, Sharma A & Chauhan VK (2024)
BibTeX
@misc{gtagcngeneraliz-2024/3,
title={GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks},
author={Singh S, Sharma A & Chauhan VK},
year = "2024"
}
HCR-Net: a deep learning based script independent handwritten character recognition network
Chauhan VK, Singh S & Sharma A (2024), Multimedia Tools and Applications, 1-35
BibTeX
@article{hcrnetadeeplear-2024/2,
title={HCR-Net: a deep learning based script independent handwritten character recognition network},
author={Chauhan VK, Singh S & Sharma A},
journal={Multimedia Tools and Applications},
pages={1-35},
publisher={Springer Nature},
year = "2024"
}
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation
Chauhan VK, Zhou J, Ghosheh G, Molaei S & Clifton DA (2024), Proceedings of Machine Learning Research, 238, 3529-3537
BibTeX
@inproceedings{dynamicintertre-2024/1,
title={Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation},
author={Chauhan VK, Zhou J, Ghosheh G, Molaei S & Clifton DA},
pages={3529-3537},
year = "2024"
}
Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey
Singh S, Sharma A & Chauhan VK (2023), Artificial Intelligence Review, 56(Suppl 3), 3003-3055
BibTeX
@article{indicscriptfami-2023/12,
title={Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey},
author={Singh S, Sharma A & Chauhan VK},
journal={Artificial Intelligence Review},
volume={56},
pages={3003-3055},
publisher={Springer Nature},
year = "2023"
}
Exploitation of material consolidation trade-offs in multi-tier complex supply networks
Chauhan VK, Alomari M, Arney J, Parlikad AK & Brintrup A (2023)
BibTeX
@misc{exploitationofm-2023/11,
title={Exploitation of material consolidation trade-offs in multi-tier complex supply networks},
author={Chauhan VK, Alomari M, Arney J, Parlikad AK & Brintrup A},
year = "2023"
}
Exploitation of material consolidation trade-offs in multi-tier complex supply networks
Chauhan VK, Alomari M, Arney J, Parlikad AK & Brintrup A (2023), Supply Chain Analytics, 4
BibTeX
@article{exploitationofm-2023/11,
title={Exploitation of material consolidation trade-offs in multi-tier complex supply networks},
author={Chauhan VK, Alomari M, Arney J, Parlikad AK & Brintrup A},
journal={Supply Chain Analytics},
volume={4},
number={100050},
publisher={Elsevier},
year = "2023"
}
1567P The effect of SGLT2i and DPP4i on new-onset gastric cancer and gastric diseases in type 2 diabetes mellitus: A population-based cohort study
Chou HI, Chauhan VK, Lu L, Chung CT, Lee TTL et al. (2023), Annals of Oncology, 34, s876
BibTeX
@inproceedings{ptheeffectofsgl-2023/10,
title={1567P The effect of SGLT2i and DPP4i on new-onset gastric cancer and gastric diseases in type 2 diabetes mellitus: A population-based cohort study},
author={Chou HI, Chauhan VK, Lu L, Chung CT, Lee TTL et al.},
pages={s876},
year = "2023"
}
Using bottleneck adapters to identify cancer in clinical notes under low-resource constraints
Rohanian M, Jauncey H, Nouriborji M, Kumar VK, Gonçalves B et al. (2023), Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks (BioNLP 2023), 62-78
BibTeX
@inproceedings{usingbottleneck-2023/8,
title={Using bottleneck adapters to identify cancer in clinical notes under low-resource constraints},
author={Rohanian M, Jauncey H, Nouriborji M, Kumar VK, Gonçalves B et al.},
booktitle={22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks (BioNLP 2023)},
pages={62-78},
year = "2023"
}
Improving diagnostics with deep forest applied to electronic health records
Khodadadi A, Ghanbari Bousejin N, Molaei S, Kumar Chauhan V, Zhu T et al. (2023), Sensors, 23(14)
BibTeX
@article{improvingdiagno-2023/7,
title={Improving diagnostics with deep forest applied to electronic health records},
author={Khodadadi A, Ghanbari Bousejin N, Molaei S, Kumar Chauhan V, Zhu T et al.},
journal={Sensors},
volume={23},
number={6571},
publisher={MDPI},
year = "2023"
}
Adversarial de-confounding in individualised treatment effects estimation
Kumar V, Molaei S, Hoque Tania M, Thakur A, Zhu T et al. (2023), Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, 206, 837-849
BibTeX
@inproceedings{adversarialdeco-2023/4,
title={Adversarial de-confounding in individualised treatment effects estimation},
author={Kumar V, Molaei S, Hoque Tania M, Thakur A, Zhu T et al.},
booktitle={26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023)},
pages={837-849},
year = "2023"
}
Network science approach for identifying disruptive elements of an airline
Chauhan VK, Ledwoch A, Brintrup A, Herrera M, Giannikas V et al. (2023)
BibTeX
@misc{networksciencea-2023/4,
title={Network science approach for identifying disruptive elements of an airline},
author={Chauhan VK, Ledwoch A, Brintrup A, Herrera M, Giannikas V et al.},
year = "2023"
}
Network science approach for identifying disruptive elements of an airline
Chauhan VK, Ledwoch A, Brintrup A, Herrera M, Giannikas V et al. (2023), Data Science and Management, 6(2), 110-121
BibTeX
@article{networksciencea-2023/4,
title={Network science approach for identifying disruptive elements of an airline},
author={Chauhan VK, Ledwoch A, Brintrup A, Herrera M, Giannikas V et al.},
journal={Data Science and Management},
volume={6},
pages={110-121},
publisher={Elsevier},
year = "2023"
}
Synthesizing Mixed-type Electronic Health Records using Diffusion Models
Ceritli T, Ghosheh GO, Chauhan VK, Zhu T, Creagh AP et al. (2023)
BibTeX
@misc{synthesizingmix-2023/2,
title={Synthesizing Mixed-type Electronic Health Records using Diffusion Models},
author={Ceritli T, Ghosheh GO, Chauhan VK, Zhu T, Creagh AP et al.},
year = "2023"
}
Adversarial De-confounding in Individualised Treatment Effects Estimation
Chauhan VK, Molaei S, Tania MH, Thakur A, Zhu T et al. (2023), Proceedings of Machine Learning Research, 206, 837-849
BibTeX
@inproceedings{adversarialdeco-2023/1,
title={Adversarial De-confounding in Individualised Treatment Effects Estimation},
author={Chauhan VK, Molaei S, Tania MH, Thakur A, Zhu T et al.},
pages={837-849},
year = "2023"
}
Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey
Singh S, Sharma A & Chauhan VK (2023), ARTIFICIAL INTELLIGENCE REVIEW
BibTeX
@article{indicscriptfami-2023/,
title={Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey},
author={Singh S, Sharma A & Chauhan VK},
journal={ARTIFICIAL INTELLIGENCE REVIEW},
year = "2023"
}
Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing
Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al. (2022)
BibTeX
@misc{realtimelargesc-2022/12,
title={Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing},
author={Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al.},
year = "2022"
}
Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing
Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al. (2022), Computers and Industrial Engineering, 176
BibTeX
@article{realtimelargesc-2022/12,
title={Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing},
author={Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al.},
journal={Computers and Industrial Engineering},
volume={176},
number={108928},
publisher={Elsevier },
year = "2022"
}
Continuous patient state attention models
Chauhan VK, Rohanian O, Thakur A, O'Donoghue O & Clifton DA (2022)
BibTeX
@misc{continuouspatie-2022/12,
title={Continuous patient state attention models},
author={Chauhan VK, Rohanian O, Thakur A, O'Donoghue O & Clifton DA},
year = "2022"
}
COPER: continuous patient state Perceiver
Chauhan VK, Thakur A, O'Donoghue O & Clifton D (2022), 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 1-4
BibTeX
@inproceedings{copercontinuous-2022/11,
title={COPER: continuous patient state Perceiver},
author={Chauhan VK, Thakur A, O'Donoghue O & Clifton D},
booktitle={IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2022)},
pages={1-4},
year = "2022"
}
A data-driven method to assess the causes and impact of delay propagation in air transportation systems
Giannikas V, Ledwoch A, Stojković G, Costas P, Brintrup A et al. (2022), Transportation Research Part C Emerging Technologies, 143, 103862
BibTeX
@article{adatadrivenmeth-2022/10,
title={A data-driven method to assess the causes and impact of delay propagation in air transportation systems},
author={Giannikas V, Ledwoch A, Stojković G, Costas P, Brintrup A et al.},
journal={Transportation Research Part C Emerging Technologies},
volume={143},
pages={103862},
publisher={Elsevier},
year = "2022"
}
Adversarial De-confounding in Individualised Treatment Effects Estimation
Chauhan VK, Molaei S, Tania MH, Thakur A, Zhu T et al. (2022)
BibTeX
@misc{adversarialdeco-2022/10,
title={Adversarial De-confounding in Individualised Treatment Effects Estimation},
author={Chauhan VK, Molaei S, Tania MH, Thakur A, Zhu T et al.},
year = "2022"
}
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints
Rohanian O, Jauncey H, Nouriborji M, Chauhan VK, Gonçalves BP et al. (2022)
BibTeX
@misc{usingbottleneck-2022/10,
title={Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints},
author={Rohanian O, Jauncey H, Nouriborji M, Chauhan VK, Gonçalves BP et al.},
year = "2022"
}
Trolley optimisation: An extension of bin packing to load PCB components
Chauhan VK, Bass M, Parlikad AK & Brintrup A (2022)
BibTeX
@misc{trolleyoptimisa-2022/9,
title={Trolley optimisation: An extension of bin packing to load PCB components},
author={Chauhan VK, Bass M, Parlikad AK & Brintrup A},
year = "2022"
}
COPER: Continuous Patient State Perceiver
Chauhan VK, Thakur A, O'Donoghue O & Clifton DA (2022)
BibTeX
@misc{copercontinuous-2022/8,
title={COPER: Continuous Patient State Perceiver},
author={Chauhan VK, Thakur A, O'Donoghue O & Clifton DA},
year = "2022"
}
LIBS2ML: A library for scalable second order machine learning algorithms
Chauhan VK, Sharma A & Dahiya K (2021)
BibTeX
@misc{libsmlalibraryf-2021/11,
title={LIBS2ML: A library for scalable second order machine learning algorithms},
author={Chauhan VK, Sharma A & Dahiya K},
year = "2021"
}
LIBS2ML: A library for scalable second order machine learning algorithms
Chauhan VK, Sharma A & Dahiya K (2021), Software Impacts, 10
BibTeX
@article{libsmlalibraryf-2021/11,
title={LIBS2ML: A library for scalable second order machine learning algorithms},
author={Chauhan VK, Sharma A & Dahiya K},
journal={Software Impacts},
volume={10},
number={100123},
publisher={Elsevier},
year = "2021"
}
HCR-Net: A deep learning based script independent handwritten character recognition network
Chauhan VK, Singh S & Sharma A (2021), Multimedia Tools and Applications
BibTeX
@article{hcrnetadeeplear-2021/8,
title={HCR-Net: A deep learning based script independent handwritten character
recognition network},
author={Chauhan VK, Singh S & Sharma A},
journal={Multimedia Tools and Applications},
publisher={Springer (part of Springer Nature)},
year = "2021"
}
Online handwritten Gurmukhi word recognition using fine-tuned deep convolutional neural network on offline features
Singh S, Sharma A & Chauhan VK (2021), Machine Learning with Applications, 5
BibTeX
@article{onlinehandwritt-2021/5,
title={Online handwritten Gurmukhi word recognition using fine-tuned deep convolutional neural network on offline features},
author={Singh S, Sharma A & Chauhan VK},
journal={Machine Learning with Applications},
volume={5},
number={100037},
publisher={Elsevier},
year = "2021"
}
The relationship between nested patterns and the ripple effect in complex supply networks
Chauhan VK, Perera S & Brintrup A (2021), International Journal of Production Research, 59(1), 325-341
BibTeX
@article{therelationship-2021/1,
title={The relationship between nested patterns and the ripple effect in complex supply networks},
author={Chauhan VK, Perera S & Brintrup A},
journal={International Journal of Production Research},
volume={59},
pages={325-341},
publisher={Taylor & Francis},
year = "2021"
}
A self controlled RDP approach for feature extraction in online handwriting recognition using deep learning
Singh S, Chauhan VK & Smith EHB (2020), Applied Intelligence, 50(7), 2093-2104
BibTeX
@article{aselfcontrolled-2020/7,
title={A self controlled RDP approach for feature extraction in online handwriting recognition using deep learning},
author={Singh S, Chauhan VK & Smith EHB},
journal={Applied Intelligence},
volume={50},
pages={2093-2104},
publisher={Springer Nature},
year = "2020"
}
Problem formulations and solvers in linear SVM: a review
Chauhan VK, Dahiya K & Sharma A (2019), Artificial Intelligence Review, 52(2), 803-855
BibTeX
@article{problemformulat-2019/8,
title={Problem formulations and solvers in linear SVM: a review},
author={Chauhan VK, Dahiya K & Sharma A},
journal={Artificial Intelligence Review},
volume={52},
pages={803-855},
publisher={Springer Nature},
year = "2019"
}
Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning
Chauhan VK, Sharma A & Dahiya K (2018)
BibTeX
@article{stochastictrust-2018/12,
title={Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning},
author={Chauhan VK, Sharma A & Dahiya K},
journal={},
year = "2018"
}
Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning
Chauhan VK, Sharma A & Dahiya K (2018)
BibTeX
@misc{stochastictrust-2018/12,
title={Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning},
author={Chauhan VK, Sharma A & Dahiya K},
year = "2018"
}
SAAGs: Biased Stochastic Variance Reduction Methods for Large-scale Learning
Chauhan VK, Sharma A & Dahiya K (2018)
BibTeX
@article{saagsbiasedstoc-2018/7,
title={SAAGs: Biased Stochastic Variance Reduction Methods for Large-scale Learning},
author={Chauhan VK, Sharma A & Dahiya K},
journal={},
year = "2018"
}
SAAGs: Biased Stochastic Variance Reduction Methods for Large-scale Learning
Chauhan VK, Sharma A & Dahiya K (2018)
BibTeX
@misc{saagsbiasedstoc-2018/7,
title={SAAGs: Biased Stochastic Variance Reduction Methods for Large-scale Learning},
author={Chauhan VK, Sharma A & Dahiya K},
year = "2018"
}
Faster Learning by Reduction of Data Access Time
Chauhan VK, Sharma A & Dahiya K (2018)
BibTeX
@article{fasterlearningb-2018/1,
title={Faster Learning by Reduction of Data Access Time},
author={Chauhan VK, Sharma A & Dahiya K},
journal={},
year = "2018"
}
Faster Learning by Reduction of Data Access Time
Chauhan VK, Sharma A & Dahiya K (2018)
BibTeX
@misc{fasterlearningb-2018/1,
title={Faster Learning by Reduction of Data Access Time},
author={Chauhan VK, Sharma A & Dahiya K},
year = "2018"
}
Trust Region Levenberg-Marquardt Method for Linear SVM
Chauhan VK, Dahiya K & Sharma A (2017), 00, 1-6
BibTeX
@inproceedings{trustregionleve-2017/12,
title={Trust Region Levenberg-Marquardt Method for Linear SVM},
author={Chauhan VK, Dahiya K & Sharma A},
booktitle={2017 Ninth International Conference on Advances in Pattern Recognition (ICAPR)},
pages={1-6},
year = "2017"
}
Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems
Chauhan VK, Dahiya K & Sharma A (2017), Journal of Machine Learning Research, 77, 49-64
BibTeX
@inproceedings{minibatchblockc-2017/1,
title={Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems},
author={Chauhan VK, Dahiya K & Sharma A},
pages={49-64},
year = "2017"
}
Online Support Vector Machine Based on Minimum Euclidean Distance
Dahiya K, Kumar Chauhan V & Sharma A (2017), 459, 89-99
BibTeX
@misc{onlinesupportve-2017/,
title={Online Support Vector Machine Based on Minimum Euclidean Distance},
author={Dahiya K, Kumar Chauhan V & Sharma A},
year = "2017"
}
Trust Region Levenberg-Marquardt Method for Linear SVM Trust Region Levenberg-Marquardt Method for Linear SVM
Chauhan VK, Dahiya K & Sharma A (2017), 2017 NINTH INTERNATIONAL CONFERENCE ON ADVANCES IN PATTERN RECOGNITION (ICAPR), 380-385
BibTeX
@inproceedings{trustregionleve-2017/,
title={Trust Region Levenberg-Marquardt Method for Linear SVM Trust Region Levenberg-Marquardt Method for Linear SVM},
author={Chauhan VK, Dahiya K & Sharma A},
pages={380-385},
year = "2017"
}
How to reduce user story reopen count in scrum development?
Chauhan VK (2015), 2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015, 2204-2208
BibTeX
@inproceedings{howtoreduceuser-2015/1,
title={How to reduce user story reopen count in scrum development?},
author={Chauhan VK},
pages={2204-2208},
year = "2015"
}
Stochastic Optimization for Large-scale Machine Learning
Chauhan VK (0)
BibTeX
@article{stochasticoptim-/,
title={Stochastic Optimization for Large-scale Machine Learning},
author={Chauhan VK},
journal={},
publisher={Taylor & Francis}
}
A brief review of hypernetworks in deep learning
Chauhan VK, Zhou J, Lu P, Molaei S & Clifton DA (0)
BibTeX
@misc{abriefreviewofh-/,
title={A brief review of hypernetworks in deep learning},
author={Chauhan VK, Zhou J, Lu P, Molaei S & Clifton DA}
}