Ashima Singh

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Survival Prediction

Top Venues

Neural Comput. Appl.

Appl. Soft Comput.

Comput. Electron. Agric.

Publications

Arwinder Dhillon, Ashima Singh, Vinod Kumar Bhalla
HBS-STACK: hierarchical biomarker selection and stacked ensemble model for biomarker identification and cancer prediction on multi-omics. Neural Comput. Appl. 36 (10) (2024)
Amrita Kaur, Lakhwinder Kaur, Ashima Singh
DeepCONN: patch-wise deep convolutional neural networks for the segmentation of multiple sclerosis brain lesions. Multim. Tools Appl. 83 (8) (2024)
Riya Sharma, Anju Bala, Ashima Singh, Mukesh Singh
State of Health Estimation for Li-Ion Battery Using Machine Learning. MetroXRAINE (2023)
Arwinder Dhillon, Ashima Singh, Vinod Kumar Bhalla
iMVAN: integrative multimodal variational autoencoder and network fusion for biomarker identification and cancer subtype classification. Appl. Intell. 53 (22) (2023)
Arwinder Dhillon, Ashima Singh, Vinod Kumar Bhalla
Biomarker identification and cancer survival prediction using random spatial local best cat swarm and Bayesian optimized DNN. Appl. Soft Comput. 146 (2023)
Ashima Singh, Amrita Kaur, Arwinder Dhillon, Sahil Ahuja, Harpreet Vohra
Software system to predict the infection in COVID-19 patients using deep learning and web of things. Softw. Pract. Exp. 52 (4) (2022)
Arwinder Dhillon, Ashima Singh, Harpreet Vohra, Caroline Ellis, Blesson Varghese, Sukhpal Singh Gill
IoTPulse: machine learning-based enterprise health information system to predict alcohol addiction in Punjab (India) using IoT and fog computing. Enterp. Inf. Syst. 16 (7) (2022)
Gitika Sharma, Ashima Singh, Sushma Jain
DeepEvap: Deep reinforcement learning based ensemble approach for estimating reference evapotranspiration. Appl. Soft Comput. 125 (2022)
Gitika Sharma, Ashima Singh, Sushma Jain
Correction to: A hybrid deep neural network approach to estimate reference evapotranspiration using limited climate data. Neural Comput. Appl. 34 (8) (2022)
Parampreet Kaur, Ashima Singh, Inderveer Chana
BSense: A parallel Bayesian hyperparameter optimized Stacked ensemble model for breast cancer survival prediction. J. Comput. Sci. 60 (2022)
Gitika Sharma, Ashima Singh, Sushma Jain
A hybrid deep neural network approach to estimate reference evapotranspiration using limited climate data. Neural Comput. Appl. 34 (5) (2022)
Gitika Sharma, Ashima Singh, Sushma Jain
Hybrid deep learning techniques for estimation of daily crop evapotranspiration using limited climate data. Comput. Electron. Agric. 202 (2022)
Ashima Singh, Arwinder Dhillon, Neeraj Kumar, M. Shamim Hossain, Ghulam Muhammad, Manoj Kumar
eDiaPredict: An Ensemble-based Framework for Diabetes Prediction. ACM Trans. Multim. Comput. Commun. Appl. 17 (2s) (2021)
Amrita Kaur, Lakhwinder Kaur, Ashima Singh
GA-UNet: UNet-based framework for segmentation of 2D and 3D medical images applicable on heterogeneous datasets. Neural Comput. Appl. 33 (21) (2021)
Parampreet Kaur, Ashima Singh, Sukhpal Singh Gill
RGIM: An Integrated Approach to Improve QoS in AODV, DSR and DSDV Routing Protocols for FANETS Using the Chain Mobility Model. Comput. J. 63 (10) (2020)
Ashima Singh, Sukhpal Singh Gill
Measuring the maturity of Indian small and medium enterprises for unofficial readiness for capability maturity model integration-based software process improvement. J. Softw. Evol. Process. 32 (9) (2020)
Kashish Bansal, Kashish Mittal, Gautam Ahuja, Ashima Singh, Sukhpal Singh Gill
DeepBus: Machine learning based real time pothole detection system for smart transportation using IoT. Internet Technol. Lett. 3 (3) (2020)
Harpreet Vohra, Ashima Singh, Sukhpal Singh Gill
An innovative two-stage data compression scheme using adaptive block merging technique. Integr. 73 (2020)
Ashima Singh, Harjinder Singh, J. M. Khurana
Computational study of new 1, 2, 3-triazole derivative of lithocholic acid: Structural aspects, non-linear optical properties and molecular docking studies as potential PTP 1B enzyme inhibitor. Comput. Biol. Chem. 78 (2019)
Janhavi, Ashima Singh
Efficient regression test selection and recommendation approach for component based software. ICACCI (2014)
Inderjit Singh, Ashima Singh
Gray testing support in software repository with keyword based extraction. ICACCI (2014)