Publications

91 entries « 1 of 10 »

2025

1.
Transfer Learning via Auxiliary Labels with Application to Cold-Hardiness Prediction

Kristen Goebel; Paola Pesantez-Cabrera; Markus Keller; Alan Fern

Transfer Learning via Auxiliary Labels with Application to Cold-Hardiness Prediction Working paper

2025, (arXiv:2504.13142 [cs]).

Abstract | Links | BibTeX | Tags:

2.
Maximum Likelihood Estimation of Stable ARX Models using Randomized Coordinate Descent

Ozmen Erkin Kokten; Raviv Raich

Maximum Likelihood Estimation of Stable ARX Models using Randomized Coordinate Descent Proceedings Article

In: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1–5, 2025, (ISSN: 2379-190X).

Abstract | Links | BibTeX | Tags: autoregressive model with exogenous variables, Convergence, coordinate descent, Data models, Finance, Numerical models, Numerical stability, optimization, parameter estimation, Signal processing, Speech processing, stability, Stability criteria

3.
Assessing Crucial Shaking Parameters in the Mechanical Harvesting of Nut Trees: A Review

Mohsen Farajijalal; Ali Abedi; Cristian Manzo; Amir Kouravand; Mohammadmehdi Maharlooei; Arash Toudeshki; Reza Ehsani

Assessing Crucial Shaking Parameters in the Mechanical Harvesting of Nut Trees: A Review Journal Article

In: Horticulturae, vol. 11, no. 4, pp. 392, 2025, ISSN: 2311-7524, (Number: 4 Publisher: Multidisciplinary Digital Publishing Institute).

Abstract | Links | BibTeX | Tags: amplitude, frequency, harvest efficiency, shaker, vibration

4.
A definition and taxonomy of digital twins: case studies with machine learning and scientific applications

Adam Weingram; Carolyn Cui; Stephanie Lin; Samuel Munoz; Toby Jacob; Joshua Viers; Xiaoyi Lu

A definition and taxonomy of digital twins: case studies with machine learning and scientific applications Journal Article

In: Frontiers in High Performance Computing, vol. 3, 2025, ISSN: 2813-7337, (Publisher: Frontiers).

Links | BibTeX | Tags:

5.
WOFOSTGym: A Crop Simulator for Learning Annual and Perennial Crop Management Strategies

William Solow; Sandhya Saisubramanian; Alan Fern

WOFOSTGym: A Crop Simulator for Learning Annual and Perennial Crop Management Strategies Miscellaneous

2025, (arXiv:2502.19308 [cs]).

Abstract | Links | BibTeX | Tags:

6.
Estimating optimal crop-load for individual branches in apple tree canopies using YOLOv8

Dawood Ahmed; Ranjan Sapkota; Martin Churuvija; Manoj Karkee

Estimating optimal crop-load for individual branches in apple tree canopies using YOLOv8 Journal Article

In: Computers and Electronics in Agriculture, vol. 229, pp. 109697, 2025, ISSN: 0168-1699.

Abstract | Links | BibTeX | Tags:

2024

7.
Learning Extended Forecasts of Soil Water Content via Physically-Inspired Autoregressive Models

Ozmen Erkin Kokten; Raviv Raich; James Holmes; Alan Fern

Learning Extended Forecasts of Soil Water Content via Physically-Inspired Autoregressive Models Proceedings Article

In: 2024 International Conference on Machine Learning and Applications (ICMLA), pp. 400–407, 2024, (ISSN: 1946-0759).

Abstract | Links | BibTeX | Tags: autoregressive training, non-linear state-space models, Pipelines, Predictive models, Soil measurements, State-space methods, Stress, teacher-forcing, time-series, Training, Training data, Weather forecasting

8.
Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning

Yassine Chemingui; Aryan Deshwal; Honghao Wei; Alan Fern; Janardhan Rao Doppa

Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning Proceedings Article

In: arXiv, 2024, (arXiv:2412.18946 [cs]).

Abstract | Links | BibTeX | Tags:

9.
Agricultural Innovations CDE: Preparing Students for Agriculture 4.0

Lily Oliphant

Agricultural Innovations CDE: Preparing Students for Agriculture 4.0 Journal Article

In: NAAE The Agricultural Education Magazine, vol. 97, no. 3, pp. 43–45, 2024.

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10.
Synthetic meets authentic: Leveraging LLM generated datasets for YOLO11 and YOLOv10-based apple detection through machine vision sensors

Ranjan Sapkota; Zhichao Meng; Manoj Karkee

Synthetic meets authentic: Leveraging LLM generated datasets for YOLO11 and YOLOv10-based apple detection through machine vision sensors Journal Article

In: Smart Agricultural Technology, vol. 9, pp. 100614, 2024, ISSN: 2772-3755.

Abstract | Links | BibTeX | Tags:

91 entries « 1 of 10 »