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export results for "Rachneet Kaur"
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@article{DBLP:journals/corr/abs-2403-11047,
author = {Zhen Zeng and
Rachneet Kaur and
Suchetha Siddagangappa and
Tucker Balch and
Manuela Veloso},
title = {From Pixels to Predictions: Spectrogram and Vision Transformer for
Better Time Series Forecasting},
journal = {CoRR},
volume = {abs/2403.11047},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11047},
doi = {10.48550/ARXIV.2403.11047},
eprinttype = {arXiv},
eprint = {2403.11047},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-16563,
author = {Elizabeth Fons and
Rachneet Kaur and
Soham Palande and
Zhen Zeng and
Svitlana Vyetrenko and
Tucker Balch},
title = {Evaluating Large Language Models on Time Series Feature Understanding:
{A} Comprehensive Taxonomy and Benchmark},
journal = {CoRR},
volume = {abs/2404.16563},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.16563},
doi = {10.48550/ARXIV.2404.16563},
eprinttype = {arXiv},
eprint = {2404.16563},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-16563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12908,
author = {Kausik Lakkaraju and
Rachneet Kaur and
Zhen Zeng and
Parisa Zehtabi and
Sunandita Patra and
Biplav Srivastava and
Marco Valtorta},
title = {Rating Multi-Modal Time-Series Forecasting Models {(MM-TSFM)} for
Robustness Through a Causal Lens},
journal = {CoRR},
volume = {abs/2406.12908},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12908},
doi = {10.48550/ARXIV.2406.12908},
eprinttype = {arXiv},
eprint = {2406.12908},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/DaduSKKIQRAHGCWSCNF23,
author = {Anant Dadu and
Vipul Satone and
Rachneet Kaur and
Mathew J. Koretsky and
Hirotaka Iwaki and
Yue A. Qi and
Daniel M. Ramos and
Brian B. Avants and
Jacob Hesterman and
Roger Gunn and
Mark R. Cookson and
Michael E. Ward and
Andrew B. Singleton and
Roy H. Campbell and
Mike A. Nalls and
Faraz Faghri},
title = {Application of Aligned-UMAP to longitudinal biomedical studies},
journal = {Patterns},
volume = {4},
number = {6},
pages = {100741},
year = {2023},
url = {https://doi.org/10.1016/j.patter.2023.100741},
doi = {10.1016/J.PATTER.2023.100741},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/DaduSKKIQRAHGCWSCNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/SinghPKSBH23,
author = {Mehar Singh and
Prithvi Prakash and
Rachneet Kaur and
Richard B. Sowers and
James Robert Brasic and
Manuel Enrique Hernandez},
title = {A Deep Learning Approach for Automatic and Objective Grading of the
Motor Impairment Severity in Parkinson's Disease for Use in Tele-Assessments},
journal = {Sensors},
volume = {23},
number = {21},
pages = {9004},
year = {2023},
url = {https://doi.org/10.3390/s23219004},
doi = {10.3390/S23219004},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/SinghPKSBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/KaurLMSH23,
author = {Rachneet Kaur and
Joshua Levy and
Robert W. Motl and
Richard B. Sowers and
Manuel E. Hernandez},
title = {Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride
Dynamics in Gait},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {70},
number = {7},
pages = {2181--2192},
year = {2023},
url = {https://doi.org/10.1109/TBME.2023.3238680},
doi = {10.1109/TBME.2023.3238680},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/KaurLMSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/KaurMSH23,
author = {Rachneet Kaur and
Robert W. Motl and
Richard B. Sowers and
Manuel E. Hernandez},
title = {A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's
Disease Gait Dysfunctions - {A} Deep Learning Approach},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {27},
number = {1},
pages = {190--201},
year = {2023},
url = {https://doi.org/10.1109/JBHI.2022.3208077},
doi = {10.1109/JBHI.2022.3208077},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/KaurMSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/PrakashKLSBH23,
author = {Prithvi Prakash and
Rachneet Kaur and
Joshua Levy and
Richard B. Sowers and
James R. Brasic and
Manuel E. Hernandez},
title = {A Deep Learning Approach for Grading of Motor Impairment Severity
in Parkinson's Disease},
booktitle = {45th Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2023, Sydney, Australia,
July 24-27, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/EMBC40787.2023.10341122},
doi = {10.1109/EMBC40787.2023.10341122},
timestamp = {Sun, 21 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/PrakashKLSBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/ZengKSBV23,
author = {Zhen Zeng and
Rachneet Kaur and
Suchetha Siddagangappa and
Tucker Balch and
Manuela Veloso},
title = {From Pixels to Predictions: Spectrogram and Vision Transformer for
Better Time Series Forecasting},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {82--90},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626905},
doi = {10.1145/3604237.3626905},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/ZengKSBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04912,
author = {Zhen Zeng and
Rachneet Kaur and
Suchetha Siddagangappa and
Saba Rahimi and
Tucker Balch and
Manuela Veloso},
title = {Financial Time Series Forecasting using {CNN} and Transformer},
journal = {CoRR},
volume = {abs/2304.04912},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04912},
doi = {10.48550/ARXIV.2304.04912},
eprinttype = {arXiv},
eprint = {2304.04912},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/KaurCMHS21,
author = {Rachneet Kaur and
Zizhang Chen and
Robert W. Motl and
Manuel E. Hernandez and
Richard B. Sowers},
title = {Predicting Multiple Sclerosis From Gait Dynamics Using an Instrumented
Treadmill: {A} Machine Learning Approach},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {68},
number = {9},
pages = {2666--2677},
year = {2021},
url = {https://doi.org/10.1109/TBME.2020.3048142},
doi = {10.1109/TBME.2020.3048142},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/KaurCMHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/KaurGS21,
author = {Rachneet Kaur and
Hamid Gholamhosseini and
Roopak Sinha},
title = {Lesion Border Detection of Skin Cancer Images Using Deep Fully Convolutional
Neural Network with Customized Weights},
booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
2021},
pages = {3035--3038},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EMBC46164.2021.9630512},
doi = {10.1109/EMBC46164.2021.9630512},
timestamp = {Wed, 22 Dec 2021 13:55:55 +0100},
biburl = {https://dblp.org/rec/conf/embc/KaurGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ZiegelmanAHBKSH21,
author = {Liran Ziegelman and
Abdulrahman Alkurdi and
Yang Hu and
Alka Bishnoi and
Rachneet Kaur and
Richard B. Sowers and
Elizabeth T. Hsiao{-}Wecksler and
Manuel E. Hernandez},
title = {Feasibility of {VR} Technology in Eliciting State Anxiety Changes
While Walking in Older Women},
booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
2021},
pages = {583--586},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EMBC46164.2021.9630542},
doi = {10.1109/EMBC46164.2021.9630542},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/ZiegelmanAHBKSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/HuBKSH20,
author = {Yang Hu and
Alka Bishnoi and
Rachneet Kaur and
Richard B. Sowers and
Manuel E. Hernandez},
title = {Exploration of Machine Learning to Identify Community Dwelling Older
Adults with Balance Dysfunction Using Short Duration Accelerometer
Data},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {812--815},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9175871},
doi = {10.1109/EMBC44109.2020.9175871},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/HuBKSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/KaurGS20,
author = {Rachneet Kaur and
Hamid Gholamhosseini and
Roopak Sinha},
title = {Deep Convolutional Neural Network for Melanoma Detection using Dermoscopy
Images},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {1524--1527},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9175391},
doi = {10.1109/EMBC44109.2020.9175391},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/KaurGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/KaurKHS20,
author = {Rachneet Kaur and
Maxim Korolkov and
Manuel E. Hernandez and
Richard B. Sowers},
title = {Automatic Identification of Brain Independent Components in Electroencephalography
Data Collected while Standing in a Virtually Immersive Environment
- {A} Deep Learning-Based Approach},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {95--98},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9175741},
doi = {10.1109/EMBC44109.2020.9175741},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/KaurKHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/SunKZYSH19,
author = {Rongyi Sun and
Rachneet Kaur and
Liran Ziegelman and
Shuo Yang and
Richard B. Sowers and
Manuel E. Hernandez},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Using Virtual Reality to Examine the Correlation between Balance Function
and Anxiety in Stance},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {1633--1640},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983331},
doi = {10.1109/BIBM47256.2019.8983331},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/SunKZYSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/KaurMZSH19,
author = {Rachneet Kaur and
Sanjana Menon and
Xiaomiao Zhang and
Richard B. Sowers and
Manuel E. Hernandez},
title = {Exploring Characteristic Features in Gait Patterns for Predicting
Multiple Sclerosis},
booktitle = {41st Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27,
2019},
pages = {4217--4220},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMBC.2019.8857604},
doi = {10.1109/EMBC.2019.8857604},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/KaurMZSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/KaurSZSH19,
author = {Rachneet Kaur and
Rongyi Sun and
Liran Ziegelman and
Richard B. Sowers and
Manuel E. Hernandez},
title = {Using Virtual Reality to Examine the Neural and Physiological Responses
to Height and Perturbations in Quiet Standing},
booktitle = {41st Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27,
2019},
pages = {5233--5236},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMBC.2019.8857647},
doi = {10.1109/EMBC.2019.8857647},
timestamp = {Thu, 26 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/KaurSZSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/KaurSZSH19,
author = {Rachneet Kaur and
Rongyi Sun and
Liran Ziegelman and
Richard B. Sowers and
Manuel E. Hernandez},
title = {Using Virtual Reality to Examine the Neural and Physiological Anxiety-Related
Responses to Balance-Demanding Target-Reaching Leaning Tasks},
booktitle = {19th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
2019, Toronto, ON, Canada, October 15-17, 2019},
pages = {1--7},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/Humanoids43949.2019.9035020},
doi = {10.1109/HUMANOIDS43949.2019.9035020},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/humanoids/KaurSZSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/KaurLLHS18,
author = {Rachneet Kaur and
Xun Lin and
Alexander Layton and
Manuel E. Hernandez and
Richard B. Sowers},
title = {Virtual Reality, Visual Cliffs, and Movement Disorders},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {81--84},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8512246},
doi = {10.1109/EMBC.2018.8512246},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/KaurLLHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-00546,
author = {Vipul Satone and
Rachneet Kaur and
Faraz Faghri and
Mike A. Nalls and
Andrew B. Singleton and
Roy H. Campbell},
title = {Learning the progression and clinical subtypes of Alzheimer's disease
from longitudinal clinical data},
journal = {CoRR},
volume = {abs/1812.00546},
year = {2018},
url = {http://arxiv.org/abs/1812.00546},
eprinttype = {arXiv},
eprint = {1812.00546},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-00546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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