Machine Learning in Agriculture: A Review

Near infrared computer vision and neuro-fuzzy model-based feeding decision system for fish in aquaculture

(2018) Chao Zhou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning models for plant disease detection and diagnosis

(2018) Konstantinos P. Ferentinos   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Towards on-farm pig face recognition using convolutional neural networks

(2018) Mark F. Hansen et al.   COMPUTERS IN INDUSTRY

Recent applications of multivariate data analysis methods in the authentication of rice and the most analyzed parameters: A review

(2018) Camila Maione et al.   CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION

Italian tomato-based products authentication by multi-element approach: A mineral elements database to distinguish the domestic provenance

(2018) Rosaria Fragni et al.   FOOD CONTROL

An extensive evaluation of seven machine learning methods for rainfall prediction in weather derivatives

(2017) Sam Cramer et al.   EXPERT SYSTEMS WITH APPLICATIONS

Machine learning models and bankruptcy prediction

(2017) Flavio Barboza et al.   EXPERT SYSTEMS WITH APPLICATIONS

Explaining machine learning models in sales predictions

(2017) Marko Bohanec et al.   EXPERT SYSTEMS WITH APPLICATIONS

Prolongation of SMAP to Spatiotemporally Seamless Coverage of Continental U.S. Using a Deep Learning Neural Network

(2017) Kuai Fang et al.   GEOPHYSICAL RESEARCH LETTERS

Modeling Managed Grassland Biomass Estimation by Using Multitemporal Remote Sensing Data—A Machine Learning Approach

(2017) Iftikhar Ali et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Detection of biotic and abiotic stresses in crops by using hierarchical self organizing classifiers

(2017) Xanthoula Eirini Pantazi et al.   PRECISION AGRICULTURE

Tool-body assimilation model considering grasping motion through deep learning

(2017) Kuniyuki Takahashi et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Support vector machine-based open crop model (SBOCM): Case of rice production in China

(2017) Ying-xue Su et al.   SAUDI JOURNAL OF BIOLOGICAL SCIENCES

Automated tracking to measure behavioural changes in pigs for health and welfare monitoring

(2017) Stephen G. Matthews et al.   Scientific Reports

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

(2016) Suraj Amatya et al.   BIOSYSTEMS ENGINEERING

Active learning system for weed species recognition based on hyperspectral sensing

(2016) Xanthoula-Eirini Pantazi et al.   BIOSYSTEMS ENGINEERING

Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy

(2016) Antonios Morellos et al.   BIOSYSTEMS ENGINEERING

Detection of tomatoes using spectral-spatial methods in remotely sensed RGB images captured by UAV

(2016) J. Senthilnath et al.   BIOSYSTEMS ENGINEERING

Clinical chemistry in higher dimensions: Machine-learning and enhanced prediction from routine clinical chemistry data

(2016) Alice Richardson et al.   CLINICAL BIOCHEMISTRY

An extreme learning machine approach for modeling evapotranspiration using extrinsic inputs

(2016) Amit Prakash Patil et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detecting Bakanae disease in rice seedlings by machine vision

(2016) Chia-Lin Chung et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Soil moisture modeling based on stochastic behavior of forces on a no-till chisel opener

(2016) André L. Johann et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning for plant identification using vein morphological patterns

(2016) Guillermo L. Grinblat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Early warning in egg production curves from commercial hens: A SVM approach

(2016) Iván Ramírez Morales et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Classification of geographic origin of rice by data mining and inductively coupled plasma mass spectrometry

(2016) Camila Maione et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using self-adaptive evolutionary algorithm to improve the performance of an extreme learning machine for estimating soil temperature

(2016) Behnaz Nahvi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Wheat yield prediction using machine learning and advanced sensing techniques

(2016) X.E. Pantazi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A novel Grouping Genetic Algorithm–Extreme Learning Machine approach for global solar radiation prediction from numerical weather models inputs

(2016) A. Aybar-Ruiz et al.   SOLAR ENERGY

Accuracy Analysis Mechanism for Agriculture Data Using the Ensemble Neural Network Method

(2016) Hsu-Yang Kung et al.   Sustainability

Improved estimation of bovine weight trajectories using Support Vector Machine Classification

(2015) Jaime Alonso et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Dynamic cattle behavioural classification using supervised ensemble classifiers

(2015) Ritaban Dutta et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Extreme learning machine based prediction of daily dew point temperature

(2015) Kasra Mohammadi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine Learning Approaches for Predicting Radiation Therapy Outcomes: A Clinician's Perspective

(2015) John Kang et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Deep learning

(2015) Yann LeCun et al.   NATURE

A tensor-based approach to touch modality classification by using machine learning

(2015) P. Gastaldo et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

In Vivo Pattern Classification of Ingestive Behavior in Ruminants Using FBG Sensors and Machine Learning

(2015) Vinicius Pegorini et al.   SENSORS

Prediction of Synergism from Chemical-Genetic Interactions by Machine Learning

(2015) Jan Wildenhain et al.   Cell Systems

Machine learning assessments of soil drying for agricultural planning

(2014) Evan J. Coopersmith et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine Learning for Outcome Prediction of Acute Ischemic Stroke Post Intra-Arterial Therapy

(2014) Hamed Asadi et al.   PLoS One

Water stress detection based on optical multisensor fusion with a least squares support vector machine classifier

(2013) Dimitrios Moshou et al.   BIOSYSTEMS ENGINEERING

Identification and determination of the number of immature green citrus fruit in a canopy under different ambient light conditions

(2013) Subhajit Sengupta et al.   BIOSYSTEMS ENGINEERING

Support Vector Regression to predict carcass weight in beef cattle in advance of the slaughter

(2013) Jaime Alonso et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Self-Adaptive Evolutionary Extreme Learning Machine

(2012) Jiuwen Cao et al.   NEURAL PROCESSING LETTERS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Multiple regression analysis of factors influencing dominant hand grip strength in an adult Malaysian population

(2011) M. G. Hossain et al.   Journal of Hand Surgery-European Volume

A variable elimination method to improve the parsimony of MLR models using the successive projections algorithm

(2008) Roberto Kawakami Harrop Galvão et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Artificial neural network models of the rumen fermentation pattern in dairy cattle

(2007) M. Craninx et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE