Publications

21 entries « 1 of 3 »

2023

1.

Aseem Saxena; Paola Pesantez-Cabrera; Rohan Ballapragada; Markus Keller; Alan Fern

Multi-Task Learning for Budbreak Prediction Workshop

2nd AAAI Workshop on AI for Agriculture and Food Systems (AIAFS), arXiv, 2023, (arXiv:2301.01815 [cs]).

Abstract | Links | BibTeX | Tags: Computer Science - Machine Learning

2.

Welankar Sejal; Paola Pesantez-Cabrera; Bala Krishnamoorthy; Ananth Kalyanaraman

Persistence homology to study cold hardiness of grape cultivars Workshop

2nd AAAI Workshop on AI for Agriculture and Food Systems (AIAFS), arXiv, 2023.

BibTeX | Tags: Computer Science - Machine Learning

3.

Aseem Saxena; Paola Pesantez-Cabrera; Rohan Ballapragada; Kin-Ho Lam; Markus Keller; Alan Fern

Grape Cold Hardiness Prediction via Multi-Task Learning Conference

Association for the Advancement of Artificial Intelligence (AAAI) 2023, arXiv, 2023.

Abstract | Links | BibTeX | Tags: FOS: Computer and information sciences, Machine Learning (cs.LG)

2022

4.
Grape Cold Hardiness Prediction via Multi-Task Learning

Aseem Saxena; Paola Pesantez-Cabrera; Rohan Ballapragada; Kin-Ho Lam; Markus Keller; Alan Fern

Grape Cold Hardiness Prediction via Multi-Task Learning Workshop

Fourth International Workshop on Machine Learning for Cyber-Agricultural Systems (MLCAS2022), 2022.

Abstract | BibTeX | Tags: AI, Farm Ops

5.
Extracting patterns in cold hardiness behavior using topological data analysis

Sejal Welankar; Paola Pesantez-Cabrera; Ananth Kalyanaraman

Extracting patterns in cold hardiness behavior using topological data analysis Workshop

arXiv, 2022.

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

6.
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps

Donald Bertucci; Md Montaser Hamid; Yashwanthi Anand; Anita Ruangrotsakun; Delyar Tabatabai; Melissa Perez; Minsuk Kahng

DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps Miscellaneous

2022, (arXiv:2205.06935 [cs]).

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

7.
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 Inproceedings

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

Abstract | Links | BibTeX | Tags: AI

8.
Dynamic Time Warping based Adversarial Framework for Time-Series Domain

Taha Belkhouja; Yan Yan; Janardhan Rao Doppa

Dynamic Time Warping based Adversarial Framework for Time-Series Domain Inproceedings

In: arXiv, 2022, (arXiv:2207.04308 [cs]).

Abstract | Links | BibTeX | Tags: AI

9.
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 Inproceedings

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

Abstract | Links | BibTeX | Tags: AI

10.
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 Inproceedings

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

Abstract | Links | BibTeX | Tags: Labor

21 entries « 1 of 3 »