Publications

39 entries « 1 of 4 »

2024

1.
Attention-based Models for Snow-Water Equivalent Prediction

Krishu K. Thapa; Bhupinderjeet Singh; Supriya Savalkar; Alan Fern; Kirti Rajagopalan; Ananth Kalyanaraman

Attention-based Models for Snow-Water Equivalent Prediction Proceedings Article

In: Thirty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-24), 2024, (arXiv:2311.03388 [physics]).

Abstract | Links | BibTeX | Tags: AI, Water

2.
AgAID Institute—AI for agricultural labor and decision support

Alan Fern; Margaret Burnett; Joseph Davidson; Janardhan Rao Doppa; Paola Pesantez-Cabrera; Ananth Kalyanaraman

AgAID Institute—AI for agricultural labor and decision support Journal Article

In: AI Magazine, vol. n/a, no. n/a, 2024, ISSN: 2371-9621, (_eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1002/aaai.12156).

Abstract | Links | BibTeX | Tags: AI, Farm Ops, Humans, Labor, Water

2023

3.
Model Evaluation for Geospatial Problems

Jing Wang; Tyler Hallman; Laurel Hopkins; John Burns Kilbride; W. Douglas Robinson; Rebecca Hutchinson

Model Evaluation for Geospatial Problems Proceedings Article

In: 2023.

Abstract | Links | BibTeX | Tags: AI, Farm Ops

4.
Identifying Complicated Contagion Scenarios from Cascade Data

Harrison, Galen; Alabsi Aljundi, Amro; Chen, Jiangzhuo; Ravi, S.S.; Vullikanti, Anil Kumar; Marathe, Madhav V.; Adiga, Abhijin

Identifying Complicated Contagion Scenarios from Cascade Data Proceedings Article

In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 4135–4145, Association for Computing Machinery, New York, NY, USA, 2023, ISBN: 9798400701030.

Abstract | Links | BibTeX | Tags: AI

5.
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract)

Belkhouja, Taha; Doppa, Janardhan Rao

Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract) Proceedings Article

In: pp. 6845–6850, 2023, (ISSN: 1045-0823).

Abstract | Links | BibTeX | Tags: AI

6.
“Regular” CS × Inclusive Design = Smarter Students and Greater Diversity textbar ACM Transactions on Computing Education

Garcia, Rosalinda; Patricia Morreale; Lara Letaw; Amreeta Chatterjee; Pakati Patel; Sarah Yang; Isaac Tijerina Escobar; Geraldine Jimena Noa;; Margaret Burnett

“Regular” CS × Inclusive Design = Smarter Students and Greater Diversity textbar ACM Transactions on Computing Education Journal Article

In: ACM Transactions on Computing Education, 2023.

Links | BibTeX | Tags: Human-Computer Interaction

7.
Automatic estimation of trunk cross sectional area using deep learning

Wang, T.; Sankari, P.; Brown, J.; Paudel, A.; He, L.; Karkee, M.; Thompson, A.; Grimm, C.; Davidson, J.r.; Todorovic, S.

Automatic estimation of trunk cross sectional area using deep learning Proceedings Article

In: Precision agriculture, pp. 491–498, Wageningen Academic Publishers, 2023, ISBN: 978-90-8686-393-8, (Section: 62).

Links | BibTeX | Tags: AI, Labor, Pruning

8.
Follow the leader: a path generator and controller for precision tree scanning with a robotic manipulator

Parayil, N.; You, A.; Grimm, C.; Davidson, J.r.

Follow the leader: a path generator and controller for precision tree scanning with a robotic manipulator Proceedings Article

In: Precision agriculture, pp. 167–174, Wageningen Academic Publishers, 2023, ISBN: 978-90-8686-393-8, (Section: 19).

Links | BibTeX | Tags:

9.
Dynamic Time Warping Based Adversarial Framework for Time-Series Domain

Belkhouja, Taha; Yan, Yan; Doppa, Janardhan Rao

Dynamic Time Warping Based Adversarial Framework for Time-Series Domain Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 6, pp. 7353–7366, 2023, ISSN: 1939-3539, (Conference Name: IEEE Transactions on Pattern Analysis and Machine Intelligence).

Abstract | Links | BibTeX | Tags: AI

10.
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis

Ghosh, Subhankar; Belkhouja, Taha; Yan, Yan; Doppa, Janardhan Rao

Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis Journal Article

In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 37, no. 6, pp. 7722–7730, 2023, ISSN: 2374-3468, (Number: 6).

Abstract | Links | BibTeX | Tags: AI, Water

39 entries « 1 of 4 »

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