Simulation of Bin Loading Process During Manual Harvest of Specialty Crops Using the Machine Repair Model. - Yiannis Ampatzidis; Stavros Vougioukas; Matthew D. Whiting (HAICTA, 2011)

An integrated cloud-based platform for labor monitoring and data analysis in precision agriculture. - Li Tan; Ronald Haley; Riley Wortman; Yiannis Ampatzidis; Matthew D. Whiting (IRI, 2013)

Cloud-based harvest management information system for hand-harvested specialty crops. - Yiannis Ampatzidis; Li Tan; Ronald Haley; Matthew D. Whiting (Comput. Electron. Agric., 2016)

Evaluating the performance of spectral features and multivariate analysis tools to detect laurel wilt disease and nutritional deficiency in avocado. - Jaafar Abdulridha; Yiannis Ampatzidis; Reza Ehsani; Ana I. de Castro (Comput. Electron. Agric., 2018)

Particle Swarm Optimization for Solving a Class of Type-1 and Type-2 Fuzzy Nonlinear Equations. - Sheriff Sadiqbatcha; Saeed Jafarzadeh; Yiannis Ampatzidis (J. Artif. Intell. Soft Comput. Res., 2018)

Automatic Diagnosis of Olive Quick Decline Syndrome and Grapevine Yellows for the Agriculture Industry. - Alberto C. Cruz; Yiannis Ampatzidis; Luigi De Bellis; Roberto Pierro; Alessandra Panattoni; Alberto Materazzi; Andrea Luvisi (AI4I, 2019)

A remote sensing technique for detecting laurel wilt disease in avocado in presence of other biotic and abiotic stresses. - Jaafar Abdulridha; Reza Ehsani; Amr H. Abd-Elrahman; Yiannis Ampatzidis (Comput. Electron. Agric., 2019)

Citrus rootstock evaluation utilizing UAV-based remote sensing and artificial intelligence. - Yiannis Ampatzidis; Victor Partel; Bo Meyering; Ute Albrecht (Comput. Electron. Agric., 2019)

Detection of grapevine yellows symptoms in Vitis vinifera L. with artificial intelligence. - Alberto C. Cruz; Yiannis Ampatzidis; Roberto Pierro; Alberto Materazzi; Alessandra Panattoni; Luigi De Bellis; Andrea Luvisi (Comput. Electron. Agric., 2019)

Development and evaluation of a low-cost and smart technology for precision weed management utilizing artificial intelligence. - Victor Partel; Sri Charan Kakarla; Yiannis Ampatzidis (Comput. Electron. Agric., 2019)

Automated vision-based system for monitoring Asian citrus psyllid in orchards utilizing artificial intelligence. - Victor Partel; Leon Nunes; Phil Stansly; Yiannis Ampatzidis (Comput. Electron. Agric., 2019)

UAV-Based Remote Sensing Technique to Detect Citrus Canker Disease Utilizing Hyperspectral Imaging and Machine Learning. - Jaafar Abdulridha; Ozgur Batuman; Yiannis Ampatzidis (Remote. Sens., 2019)

UAV-Based High Throughput Phenotyping in Citrus Utilizing Multispectral Imaging and Artificial Intelligence. - Yiannis Ampatzidis; Victor Partel (Remote. Sens., 2019)

Finite Difference Analysis and Bivariate Correlation of Hyperspectral Data for Detecting Laurel Wilt Disease and Nutritional Deficiency in Avocado. - Jeanette Hariharan; John Fuller; Yiannis Ampatzidis; Jaafar Abdulridha; Andrew Lerwill (Remote. Sens., 2019)

The Basis for Development of a Foundational Biomarker Reflectance Signature Database System for Plant Cell Identification, Disease Detection, and Classification Purposes. - Jeanette Hariharan; Yiannis Ampatzidis; Jaafar Abdulridha (CCWC, 2020)

Detecting and monitoring the progress of powdery mildew disease in squash using hyperspectral imaging and artificial neural networks. - Jaafar Abdulridha; Yiannis Ampatzidis; Pamela Roberts; Sri Charan Kakarla (ISAIM, 2020)

Horse foraging behavior detection using Recurrent Neural Networks. - Leon Nunes; Yiannis Ampatzidis; Lucas Costa; Marcelo Wallau (ISAIM, 2020)

Smart Sprayer for Precision Weed Control Using Artificial Intelligence: Comparison of Deep Learning Frameworks. - Victor Partel; Jinho Kim; Lucas Costa; Panos M. Pardalos; Yiannis Ampatzidis (ISAIM, 2020)

Agroview: Cloud-based application to process, analyze and visualize UAV-collected data for precision agriculture applications utilizing artificial intelligence. - Yiannis Ampatzidis; Victor Partel; Lucas Costa (Comput. Electron. Agric., 2020)

A new visible band index (vNDVI) for estimating NDVI values on RGB images utilizing genetic algorithms. - Lucas Costa; Leon Nunes; Yiannis Ampatzidis (Comput. Electron. Agric., 2020)

Laboratory and UAV-Based Identification and Classification of Tomato Yellow Leaf Curl, Bacterial Spot, and Target Spot Diseases in Tomato Utilizing Hyperspectral Imaging and Machine Learning. - Jaafar Abdulridha; Yiannis Ampatzidis; Jawwad Qureshi; Pamela Roberts (Remote. Sens., 2020)

Measuring pecan nut growth utilizing machine vision and deep learning for the better understanding of the fruit growth curve. - Lucas Costa; Yiannis Ampatzidis; Charles Rohla; Niels Maness; Becky Cheary; Lu Zhang (Comput. Electron. Agric., 2021)

Horse foraging behavior detection using sound recognition techniques and artificial intelligence. - Leon Nunes; Yiannis Ampatzidis; Lucas Costa; Marcelo Wallau (Comput. Electron. Agric., 2021)

Smart tree crop sprayer utilizing sensor fusion and artificial intelligence. - Victor Partel; Lucas Costa; Yiannis Ampatzidis (Comput. Electron. Agric., 2021)

Deep learning-based postharvest strawberry bruise detection under UV and incandescent light. - Xue Zhou; Yiannis Ampatzidis; Won Suk Lee; Congliang Zhou; Shinsuke Agehara; John K. Schueller (Comput. Electron. Agric., 2022)

Detection of citrus black spot disease and ripeness level in orange fruit using learning-to-augment incorporated deep networks. - Mohammad Momeny; Ahmad Jahanbakhshi; Ali Asghar Neshat; Ramazan Hadipour-Rokni; Yu-Dong Zhang 001; Yiannis Ampatzidis (Ecol. Informatics, 2022)

An AI-based spectral data analysis process for recognizing unique plant biomarkers and disease features. - Jeanette Hariharan; Yiannis Ampatzidis; Jaafar Abdulridha; Ozgur Batuman (Comput. Electron. Agric., 2023)

Unmanned aerial vehicle (UAV) imaging and machine learning applications for plant phenotyping. - Fitsum T. Teshome; Haimanote K. Bayabil; Gerrit Hoogenboom; Bruce Schaffer; Aditya Singh; Yiannis Ampatzidis (Comput. Electron. Agric., 2023)

Precision agriculture in the United States: A comprehensive meta-review inspiring further research, innovation, and adoption. - Marcelo Rodrigues Barbosa Júnior; Bruno Rafael de Almeida Moreira; Vinicius dos Santos Carreira; Armando Lopes de Brito Filho; Carolina Trentin; Flávia Luize Pereira de Souza; Danilo Tedesco; Tri Setiyono; Joao Paulo Flores 001; Yiannis Ampatzidis; Rouverson Pereira da Silva; Luciano Shozo Shiratsuchi (Comput. Electron. Agric., 2024)

Oxytetracycline injection using automated trunk injection compared to manual injection systems for HLB-affected citrus trees. - Israel Ojo; Yiannis Ampatzidis; Antonio de Oliveira Costa Neto; Hengyue Guan; Ozgur Batuman (Comput. Electron. Agric., 2024)

High-throughput proximal ground crop phenotyping systems - A comprehensive review. - Zhaoyu Rui; Zhao Zhang 016; Man Zhang 003; Afshin Azizi; C. Igathinathane; Haiyan Cen; Stavros Vougioukas; Haigang Li; J. Zhang; Y. Jiang; X. Jiao; M. Wang; et al. (Comput. Electron. Agric., 2024)

Improving soil moisture prediction with deep learning and machine learning models. - Fitsum T. Teshome; Haimanote K. Bayabil; Bruce Schaffer; Yiannis Ampatzidis; Gerrit Hoogenboom (Comput. Electron. Agric., 2024)

Simulating soil hydrologic dynamics using crop growth and machine learning models. - Fitsum T. Teshome; Haimanote K. Bayabil; Bruce Schaffer; Yiannis Ampatzidis; Gerrit Hoogenboom; Aditya Singh (Comput. Electron. Agric., 2024)

A smartphone application for site-specific pest management based on deep learning and spatial interpolation. - Congliang Zhou; Won Suk Lee; Shuhao Zhang; Oscar E. Liburd; Alireza Pourreza; John K. Schueller; Yiannis Ampatzidis (Comput. Electron. Agric., 2024)

Image processing and artificial intelligence for apple detection and localization: A comprehensive review. - Afshin Azizi; Zhao Zhang 016; Wanjia Hua; Meiwei Li; C. Igathinathane; Liling Yang; Yiannis Ampatzidis; Mahdi Ghasemi-Varnamkhasti; Radi; Man Zhang 003; Han Li 003 (Comput. Sci. Rev., 2024)

Infield corn kernel detection using image processing, machine learning, and deep learning methodologies under natural lighting. - Xiaohang Liu; Zhao Zhang 016; C. Igathinathane; Paulo Flores 001; Man Zhang 003; Han Li 003; Xiongzhe Han; Tuan Ha; Yiannis Ampatzidis; Hak-Jin Kim (Expert Syst. Appl., 2024)

Diagnosing the spores of tomato fungal diseases using microscopic image processing and machine learning. - Seyed Mohamad Javidan; Ahmad Banakar; Keyvan Asefpour Vakilian; Yiannis Ampatzidis; Kamran Rahnama (Multim. Tools Appl., 2024)

Advanced canopy size estimation in strawberry production: a machine learning approach using YOLOv11 and SAM. - Zijing Huang; Won Suk Lee; Peng Yang; Yiannis Ampatzidis; Shinsuke Agehara; Natalia A. Peres (Comput. Electron. Agric., 2025)

Cost-efficient high-resolution monitoring for specialty crops using AgI-GAN and AI-driven analytics. - Christian Filgueiras Lacerda; Yiannis Ampatzidis; Antonio de Oliveira Costa Neto; Victor Partel (Comput. Electron. Agric., 2025)

AI-driven time series analysis for predicting strawberry weekly yields integrating fruit monitoring and weather data for optimized harvest planning. - Shiyu Liu; Yiannis Ampatzidis; Congliang Zhou; Won Suk Lee (Comput. Electron. Agric., 2025)

AgriSenAI: Automating UAV thermal and multispectral image processing for precision agriculture. - Boaz B. Tulu; Fitsum T. Teshome; Yiannis Ampatzidis; Niguss Solomon Hailegnaw; Haimanote K. Bayabil (SoftwareX, 2025)