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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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