Publications

44 entries « 4 of 5 »

2022

31.
Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion

Harsha Kokel; Nikhilesh Prabhakar; Balaraman Ravindran; Erik Blasch; Prasad Tadepalli; Sriraam Natarajan

Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion Proceedings Article

In: 2022 25th International Conference on Information Fusion (FUSION), pp. 1–8, 2022, ISBN: 978-1-73774-972-1.

Abstract | Links | BibTeX | Tags: AI

32.
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 (TPAMI), 2022, (arXiv:2207.04308 [cs]).

Abstract | Links | BibTeX | Tags: AI

33.
Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach

Taha Belkhouja; Yan Yan; Janardhan Rao Doppa

Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach Proceedings Article

In: arXiv, 2022, (arXiv:2207.04306 [cs]).

Abstract | Links | BibTeX | Tags: AI

34.
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis

Taha Belkhouja; Yan Yan; Janardhan Rao Doppa

Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis Journal Article

In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, no. 6, pp. 6055–6063, 2022, ISSN: 2374-3468, 2159-5399.

Abstract | Links | BibTeX | Tags: AI

35.
Special report: The AgAID AI institute for transforming workforce and decision support in agriculture

Kalyanaraman, Ananth; Burnett, Margaret; Fern, Alan; Khot, Lav; Viers, Joshua

Special report: The AgAID AI institute for transforming workforce and decision support in agriculture Journal Article

In: Computers and Electronics in Agriculture, vol. 197, pp. 106944, 2022, ISSN: 0168-1699.

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

36.
An autonomous robot for pruning modern, planar fruit trees

Alexander You; Nidhi Parayil; Josyula Gopala Krishna; Uddhav Bhattarai; Ranjan Sapkota; Dawood Ahmed; Matthew Whiting; Manoj Karkee; Cindy M. Grimm; Joseph R. Davidson

An autonomous robot for pruning modern, planar fruit trees Proceedings Article

In: arXiv, 2022, (arXiv:2206.07201 [cs]).

Abstract | Links | BibTeX | Tags: AI, Labor, Pruning

37.
Offline Policy Comparison with Confidence: Benchmarks and Baselines

Anurag Koul; Mariano Phielipp; Alan Fern

Offline Policy Comparison with Confidence: Benchmarks and Baselines Journal Article

In: 2022, (arXiv:2205.10739 [cs]).

Abstract | Links | BibTeX | Tags: AI

38.
How to Debug Inclusivity Bugs? A Debugging Process with Information Architecture

Mariam Guizani; Igor Steinmacher; Jillian Emard; Abrar Fallatah; Margaret Burnett; Anita Sarma

How to Debug Inclusivity Bugs? A Debugging Process with Information Architecture Proceedings Article

In: 2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS), pp. 90–101, IEEE Computer Society, 2022, ISBN: 978-1-66549-594-3.

Abstract | Links | BibTeX | Tags: Human-Computer Interaction

39.
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features

Belkhouja, Taha; Doppa, Janardhan Rao

Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features Journal Article

In: Journal of Artificial Intelligence Research, vol. 73, pp. 1435–1471, 2022, ISSN: 1076-9757.

Abstract | Links | BibTeX | Tags: AI

40.
Estimation of proper shaking parameters for pistachio trees based on their trunk size

Homayouni, Taymaz; Gholami, Akram; Toudeshki, Arash; Afsah-Hejri, Leili; Ehsani, Reza

Estimation of proper shaking parameters for pistachio trees based on their trunk size Journal Article

In: Biosystems Engineering, vol. 216, pp. 121–131, 2022, ISSN: 1537-5110.

Abstract | Links | BibTeX | Tags: Labor

44 entries « 4 of 5 »

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