Publications

BibTeX

@misc{individualisedt-2025/2,
  title={Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes},
  author={Chauhan VK, Clifton L, Nigam G & Clifton DA},
  year = "2025"
}

BibTeX

@article{abriefreviewofh-2024/8,
  title={A brief review of hypernetworks in deep learning},
  author={Chauhan VK, Zhou J, Lu P, Molaei S & Clifton DA},
  journal={Artificial Intelligence Review},
  volume={57},
  number={250},
  publisher={Springer},
  year = "2024"
}

BibTeX

@article{trolleyoptimisa-2024/8,
  title={Trolley Optimisation for Loading Printed Circuit Board Components},
  author={Chauhan VK, Bass M, Parlikad AK & Brintrup A},
  journal={SN Operations Research Forum},
  volume={5},
  number={72},
  publisher={Springer},
  year = "2024"
}

BibTeX

@article{cliquefluxnetun-2024/8,
  title={CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks},
  author={Molaei S, Bousejin NG, Ghosheh GO, Thakur A, Chauhan VK et al.},
  journal={Journal of Healthcare Informatics Research},
  volume={8},
  pages={555-575},
  publisher={Springer},
  year = "2024"
}

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"
}

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"
}

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},
  volume={299},
  number={112110},
  publisher={Elsevier},
  year = "2024"
}

@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"
}

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"
}

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"
}

@misc{gtagcngeneraliz-2024/3,
  title={GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks},
  author={Singh S, Sharma A & Chauhan VK},
  year = "2024"
}

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"
}

@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"
}

BibTeX

@misc{cliquefluxnetun-2024/,
  title={CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation using Graph Neural Networks},
  author={Molaei S, Bousejin NG, Ghosheh G, Thakur A, Chauhan VK et al.},
  year = "2024"
}

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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

@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"
}

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"
}

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"
}

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"
}

@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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

BibTeX

@misc{trolleyoptimisa-2022/9,
  title={Trolley Optimisation for Loading Printed Circuit Board Components},
  author={Chauhan VK, Bass M, Parlikad AK & Brintrup A},
  year = "2022"
}

BibTeX

@misc{copercontinuous-2022/8,
  title={COPER: Continuous Patient State Perceiver},
  author={Chauhan VK, Thakur A, O'Donoghue O & Clifton DA},
  year = "2022"
}

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"
}

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"
}

@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"
}

BibTeX

@misc{hcrnetadeeplear-2021/8,
  title={HCR-Net: A deep learning based script independent handwritten character recognition network},
  author={Chauhan VK, Singh S & Sharma A},
  year = "2021"
}

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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

BibTeX

@article{fasterlearningb-2018/1,
  title={Faster Learning by Reduction of Data Access Time},
  author={Chauhan VK, Sharma A & Dahiya K},
  journal={},
  year = "2018"
}

BibTeX

@misc{fasterlearningb-2018/1,
  title={Faster Learning by Reduction of Data Access Time},
  author={Chauhan VK, Sharma A & Dahiya K},
  year = "2018"
}

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"
}