Applying a random forest method approach to model travel mode choice behavior

L Cheng, X Chen, J De Vos, X Lai, F Witlox - Travel behaviour and society, 2019 - Elsevier
… “best” tree model, the RF strategically combines multiple simple … The review of these studies
reveals that RF is a promising data … of the RF model results, we additionally reported the …

Exit choice in built environment evacuation combining immersive virtual reality and discrete choice modelling

R Lovreglio, E Dillies, E Kuligowski, A Rahouti… - Automation in …, 2022 - Elsevier
… during a simulated fire emergency as well as feedback from … Overall, the models' results
showed that participants were … to this study, there are marginal aspects of the reported results …

Sr-lstm: State refinement for lstm towards pedestrian trajectory prediction

P Zhang, W Ouyang, P Zhang… - Proceedings of the …, 2019 - openaccess.thecvf.com
… previous states fail to reveal the newest status of neighbors … To adaptively extract social
effects from neighbors for feature … combined with the cell state of i to obtain the refined cell state. …

The welfare effects of nudges: A case study of energy use social comparisons

H Allcott, JB Kessler - American Economic Journal: Applied Economics, 2019 - aeaweb.org
… We combine a field experiment with a simple theoretical … In support of our revealed
preference approach, the data … of households see their ranking relative to their mean neighbor

Genome-wide association study of susceptibility to idiopathic pulmonary fibrosis

…, A Adegunsoye, ME Strek, M Neighbors… - American journal of …, 2020 - atsjournals.org
studies and meta-analyzed these results to generate the … By combining all previous IPF
genome-wide association studies… did not replicate in our study showed some association with an …

On the heterogeneity in consumer preferences for electric vehicles across generations and cities in China

Y Huang, L Qian, D Tyfield, D Soopramanien - … Forecasting and Social …, 2021 - Elsevier
… This study conducts a nationwide stated preference (SP) … Discrete choice analysis reveals
that the tier of cities has a … Third, we combine SP experimentation with subjective measures of …

Democratic dominoes: Diffusion approaches to the spread of democracy in the international system

H Starr, H Starr - … Starr: Pioneer in the Study of Conflict Processes and …, 2021 - Springer
… In the study of war, we found significant neighbor effects, … In 1974 the combined total of F
and PF states was 78, or 56.5% … It was shown above that a number of states were exposed to a …

A deep feature learning model for pneumonia detection applying a combination of mRMR feature selection and machine learning models

M Toğaçar, B Ergen, Z Cömert, F Özyurt - Irbm, 2020 - Elsevier
… This study suggests that the proposed CAD system reveal … (DT) [27], k-nearest neighbors
(kNN) [28], linear discriminant … could be viewed as influencing the work reported in this paper. …

[HTML][HTML] Wind speed prediction using a hybrid model of the multi-layer perceptron and whale optimization algorithm

S Samadianfard, S Hashemi, K Kargar, M Izadyar… - Energy Reports, 2020 - Elsevier
… wind speed values of neighboring stations. So, the aim of this … the impact of implementing
both mentioned models revealed … and genetic algorithms combined with standalone MLP for …

[HTML][HTML] Mapping of crop types and crop sequences with combined time series of Sentinel-1, Sentinel-2 and Landsat 8 data for Germany

L Blickensdörfer, M Schwieder, D Pflugmacher… - Remote sensing of …, 2022 - Elsevier
revealed in the Northwest of Germany. We showcased that high spatial and thematic detail in
combination with annual mapping will stimulate research … nearest neighbor resampling. We …