| Machine learning using intrinsic genomic signatures for rapid classification of novel pathogens: COVID-19 case study GS Randhawa, MPM Soltysiak, H El Roz, CPE de Souza, KA Hill, L Kari Plos one 15 (4), e0232391, 2020 | 483 | 2020 |
| ML-DSP: Machine Learning with Digital Signal Processing for ultrafast, accurate, and scalable genome classification at all taxonomic levels GS Randhawa, KA Hill, L Kari BMC genomics 20, 1-21, 2019 | 69 | 2019 |
| MLDSP-GUI: an alignment-free standalone tool with an interactive graphical user interface for DNA sequence comparison and analysis GS Randhawa, KA Hill, L Kari Bioinformatics 36 (7), 2258-2259, 2020 | 35 | 2020 |
| Environment and taxonomy shape the genomic signature of prokaryotic extremophiles PM Arias, J Butler, GS Randhawa, MPM Soltysiak, KA Hill, L Kari Scientific Reports 13 (1), 16105, 2023 | 7 | 2023 |
| Cost optimization of pipeline systems using genetic algorithm P Sharma, GSR Shelza, RS Virk Int J Comput Engin Technol (IJCET) 4 (4), 485-94, 2013 | 4 | 2013 |
| An inclusive approach to crop soil moisture estimation: Leveraging satellite thermal infrared bands and vegetation indices on Google Earth engine F Imtiaz, AA Farooque, GS Randhawa, X Wang, TJ Esau, B Acharya, ... Agricultural Water Management 306, 109172, 2024 | 3 | 2024 |
| The potential of biochar incorporation into agricultural soils to promote sustainable agriculture: Insights from soil health, crop productivity, greenhouse gas emission … MS Ullah, R Malekian, GS Randhawa, YS Gill, S Singh, TJ Esau, ... Reviews in Environmental Science and Bio/Technology, 1-26, 2024 | 3 | 2024 |
| Efficacy of Genetic Algorithms in Staging Cervical Cancer SRP Singh, GS Randhawa, RS Virk International journal of cancer research 47 (2), 1164, 2013 | 3 | 2013 |
| Machine Learning with Digital Signal Processing for Rapid and Accurate Alignment-Free Genome Analysis: From Methodological Design to a Covid-19 Case Study GS Randhawa The University of Western Ontario (Canada), 2020 | 1 | 2020 |
| Evaluation of deep learning models for RGB image-based detection of potato virus y strain symptoms (O, NO, and NTN) in potato plants C Singh, GS Randhawa, AA Farooque, YS Gill, LK KM, M Singh, ... Smart Agricultural Technology 10, 100755, 2025 | | 2025 |
| Remote sensing-based spatiotemporal dynamics of agricultural drought on Prince Edward Island using Google Earth engine F Imtiaz, AA Farooque, GS Randhawa, SEH Garmdareh, X Wang, ... Ecological Informatics, 103073, 2025 | | 2025 |
| Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review A Kaur, GS Randhawa, F Abbas, M Ali, TJ Esau, AA Farooque, R Singh IEEE Access, 2024 | | 2024 |
| Monitoring of greenhouse gas emission drivers in Atlantic Canadian Potato production: A robust explainable intelligent glass-box M Jamei, M Hassan, AA Faroouqe, M Ali, M Karbasi, GS Randhawa, ... Results in Engineering 24, 103297, 2024 | | 2024 |
| Innovative multi-temporal evapotranspiration forecasting using empirical fourier decomposition and bidirectional long short-term memory M Karbasi, M Ali, GS Randhawa, M Jamei, A Malik, SHH Shah, M Bos, ... Smart Agricultural Technology 9, 100619, 2024 | | 2024 |
| From Extreme Life to Genomic Insights: Optimized Parameters for Extremophile Genomic Signature Classification by Taxonomy and Environment M Safari, JW Butler, GS Randhawa, L Kari, KA Hill ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 65, 98-98, 2024 | | 2024 |
| Optimized Machine Learning Methods Permit the Discovery of an Environmental Component of Genomic Signatures Associated With Radioresistant Microbes JW Butler, M Safari, P Millan Arias, GS Randhawa, L Kari, KA Hill ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 65, 28-29, 2024 | | 2024 |
| Heaps' Law in GPT-Neo Large Language Model Emulated Corpora U Lai, GS Randhawa, P Sheridan arXiv preprint arXiv:2311.06377, 2023 | | 2023 |
| Enhancing Efficiency and Accuracy of DNA Sequence Classification through Dimensionality Reduction of Chaos Game Representation Features using Principal Component Analysis R Pandey, GS Randhawa, KA Hill, L Kari ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 64, 101-102, 2023 | | 2023 |
| Extreme Environments and their Impact on Microbial Genomic Signature Composition JW Butler, PM Arias, GS Randhawa, MPM Soltysiak, L Kari, KA Hill ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 64, 103-104, 2023 | | 2023 |
| Alignment-Free Genomic Analysis of Microbial Organisms in Extreme Environments: Uncovering Convergent Evolution through Deep Learning. PAM Arias, JW Butler, GS Randhawa, MPM Soltysiak, KA Hill, L Kari ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 64, 102-103, 2023 | | 2023 |
Kathleen HillWestern UniversityVerified email at uwo.ca
