ML based sustainable precision agriculture: A future generation perspective

Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques

(2019) Sherrie Wang et al.   REMOTE SENSING OF ENVIRONMENT

Performance Evaluation of Best Feature Subsets for Crop Yield Prediction Using Machine Learning Algorithms

(2019) Maya Gopal P. S. et al.   APPLIED ARTIFICIAL INTELLIGENCE

Determining the number of instars in potato tuber moth Phthorimaea operculella (Zeller) using density‐based DBSCAN clustering

(2019) Yaqiang Zheng et al.   JOURNAL OF APPLIED ENTOMOLOGY

Probabilistic maize yield prediction over East Africa using dynamic ensemble seasonal climate forecasts

(2018) Geoffrey E.O. Ogutu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Assessment of the agro-climatic indices to improve crop yield forecasting

(2018) Jordane A. Mathieu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Selecting training sets for support vector machines: a review

(2018) Jakub Nalepa et al.   ARTIFICIAL INTELLIGENCE REVIEW

Machine learning: Overview of the recent progresses and implications for the process systems engineering field

(2018) Jay H. Lee et al.   COMPUTERS & CHEMICAL ENGINEERING

Rainfall prediction for the Kerala state of India using artificial intelligence approaches

(2018) Yajnaseni Dash et al.   COMPUTERS & ELECTRICAL ENGINEERING

AgroDSS: A decision support system for agriculture and farming

(2018) Rok Rupnik et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Big data and machine learning for crop protection

(2018) Ryan H.L. Ip et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

(2018) Anna Chlingaryan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Is terrestrial water storage a useful indicator in assessing the impacts of climate variability on crop yield in semi-arid ecosystems?

(2018) Christopher E. Ndehedehe et al.   ECOLOGICAL INDICATORS

The use of machine learning algorithms in recommender systems: A systematic review

(2018) Ivens Portugal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Early assessment of crop yield from remotely sensed water stress and solar radiation data

(2018) Mauro E. Holzman et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Big Data and Machine Learning in Health Care

(2018) Andrew L. Beam et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Comparison of soil strength measurements of agricultural soils in Nebraska

(2018) Wendy Wieder et al.   JOURNAL OF TERRAMECHANICS

A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach

(2018) Yaping Cai et al.   REMOTE SENSING OF ENVIRONMENT

Assessment of climate change impact on yield of major crops in the Banas River Basin, India

(2018) Swatantra Kumar Dubey et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Group Decision Making Model for Integrating Heterogeneous Information

(2018) Guangxu Li et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Forecasting yield by integrating agrarian factors and machine learning models: A survey

(2018) Dhivya Elavarasan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A novel digital analysis method for measuring and identifying of wool and cashmere fibers

(2018) Wenyu Xing et al.   MEASUREMENT

Ensemble learning for data stream analysis: A survey

(2017) Bartosz Krawczyk et al.   Information Fusion

Spatiotemporal analysis the precipitation extremes affecting rice yield in Jiangsu province, southeast China

(2017) Jin Huang et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Use of the Decision Tree Technique to Estimate Sugarcane Productivity Under Edaphoclimatic Conditions

(2017) João Rossi Neto et al.   Sugar Tech

Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions

(2016) Seonyoung Park et al.   AGRICULTURAL AND FOREST METEOROLOGY

Crop yield forecasting on the Canadian Prairies by remotely sensed vegetation indices and machine learning methods

(2016) Michael D. Johnson et al.   AGRICULTURAL AND FOREST METEOROLOGY

Modelling the sensitivity of agricultural systems to climate change and extreme climatic events

(2016) Matthew T. Harrison et al.   AGRICULTURAL SYSTEMS

Detection of cherry tree branches with full foliage in planar architecture for automated sweet-cherry harvesting

(2016) Suraj Amatya et al.   BIOSYSTEMS ENGINEERING

Machine Learning for High-Throughput Stress Phenotyping in Plants

(2016) Arti Singh et al.   TRENDS IN PLANT SCIENCE

Strategies and Principles of Distributed Machine Learning on Big Data

(2016) Eric P. Xing et al.   Engineering

Management of wireworm damage in maize fields using new, landscape-scale strategies

(2015) Stéphanie Saussure et al.   Agronomy for Sustainable Development

Prediction of Antimicrobial Peptides Based on Sequence Alignment and Support Vector Machine-Pairwise Algorithm Utilizing LZ-Complexity

(2015) Xin Yi Ng et al.   Biomed Research International

Evaluation of three simulation approaches for assessing yield of rainfed sunflower in a Mediterranean environment for climate change impact modelling

(2014) J. García-López et al.   CLIMATIC CHANGE

Evaluation of clustering algorithms for financial risk analysis using MCDM methods

(2014) Gang Kou et al.   INFORMATION SCIENCES

Prediction analysis of a wastewater treatment system using a Bayesian network

(2012) Dan Li et al.   ENVIRONMENTAL MODELLING & SOFTWARE

EVALUATION OF CLASSIFICATION ALGORITHMS USING MCDM AND RANK CORRELATION

(2012) GANG KOU et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING