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. Author manuscript; available in PMC: 2021 Jun 7.
Published in final edited form as: Chem Soc Rev. 2020 May 1;49(11):3525–3564. doi: 10.1039/d0cs00098a

Table 1.

Examples of QSAR-“inspired” studies from diverse research areas.

Cited
Paper
Title Journal Year/Ref
292 Sensory analysis of red wines: Discrimination by adaptive fuzzy partition Journal of Sensory Studies 2008/295
14 Improved wheat yield and production forecasting with a moisture stress index, AVHRR and MODIS data Crop and Pasture Science 2009/296
14 Use of genetic algorithm and neural network approaches for risk factor selection: A case study of West Nile virus dynamics in an urban environment Computers Environment and Urban Systems 2010/10
14 Whole cell-catalyzed transesterification of waste vegetable oil Global Change Biology Bioenergy 2010/297
14 New Ground-Motion Prediction Equations Using Multi Expression Programing Journal of Earthquake Engineering 2011/298
93 Qualitocracy: A Data Quality Collaborative Framework Applied to Citizen Science IEEE Conference Proceedings 2012/299
14 Gene expression programming as a basis for new generation of electricity demand prediction models Computers and Industrial Engineering 2014/300
292 Development of a model for quality evaluation of litchi fruit Computers and Electronics in Agriculture 2014/301
14,292 Good practices in LIBS analysis: Review and advices Spectrochimica Acta Part B-Atomic Spectroscopy 2014/302
303 Characterization of Softwood and Hardwood LignoBoost Kraft Lignins with Emphasis on their Antioxidant Activity15 BioResources 2014/304
292 Gene expression models for prediction of dam breach parameters Journal of Hydroinformatics 2014/305
292 An entrainment model for non-uniform sediment Earth Surface Processes and Landforms 2015/306
14 Indirect estimation of the ultimate bearing capacity of shallow foundations resting on rock masses International Journal of Rock Mechanics and Mining Sciences 2015/307
14 A novel protocol for assessment of aboveground biomass in rangeland environments Rangeland Journal 2015/308
14 Statistical Modeling of Soil Moisture, Integrating Satellite Remote-Sensing (SAR) and Ground-Based Data Remote Sensing 2015/12
292 Testing and Prediction of Material Compatibility of Biofuel Candidates with Elastomeric Materials International Journal of Fuels and Lubricants 2015/309
292 Regression Algorithms in Hyperspectral Data Analysis for Meat Quality Detection and Evaluation Comprehensive Reviews in Food Science and Food Safety 2016/310
292 Evolutionary patterns and physicochemical properties explain macroinvertebrate sensitivity to heavy metals Ecological Applications 2016/311
292 Restricted attention to social cues in schizophrenia patients European Archives of Psychiatry and Clinical Neuroscience 2016/312
93 Molecular descriptor data explain market prices of a large commercial chemical compound library Scientific Reports 2016/313
14 A hybrid intelligent fuzzy predictive model with simulation for supplier evaluation and selection Expert Systems with Applications 2016/314
292 Development of a stage-dependent prognostic model to predict psychosis in ultra-high-risk patients seeking treatment for co-morbid psychiatric disorders Psychological Medicine 2016/315
292 Prediction of Timing of Watermain Failure Using Gene Expression Models Water Resources Management 2016/316
14 A new approach for modeling of flow number of asphalt mixtures Archives of Civil and Mechanical Engineering 2017/317
14 Next generation prediction model for daily solar radiation on horizontal surface using a hybrid neural network and simulated annealing method Energy Conversion and Management 2017/318
93 Computer-Assisted Decision Support for Student Admissions Based on their Predicted Academic Performance Journal of American Pharmaceutical Education 2017/11
292 Predicting Bond Strength between FRP Plates and Concrete Substrate: Applications of GMDH and MNLR Approaches Journal of Advanced Concrete Technology 2017/319
14 Gene Expression Programming Approach to Cost Estimation Formulation for Utility Projects Journal of Civil Engineering and Management 2017/320
292 Prediction of flow duration curves for ungauged basins Journal of Hydrology 2017/321
14 Maize [Zea Mays (L.)] crop-nutrient response functions extrapolation for Sub-Saharan Africa Nutrient Cycling in Agroecosystems 2017/322
14 Performance assessment of existing models to predict brittle failure modes of steel-to-timber connections loaded parallel-to-grain with dowel-type fasteners Engineering Structures 2018/323
292 A comparative study on groundwater spring potential analysis based on statistical index, index of entropy and certainty factors models Geocarto International 2018/324
325 Environmental factors influencing snowfall and snowfall prediction in the Tianshan Mountains, Northwest China Journal of Arid Land 2018/326
14,292 Prediction of riprap stone size under overtopping flow using data-driven models International Journal of River Basin Management 2018/327
14 Forecasting experiments of a dynamical-statistical model of the sea surface temperature anomaly field based on the improved self-memorization principle Ocean Science 2018/9
292 Expressed emotion as a predictor of the first psychotic episode - Results of the European prediction of psychosis study Schizophrenia Research 2018/328