Feature Selection for Enhancing Purpose Imputation using Global Positioning System Data without Geographic Information System Data

On the requirements on spatial accuracy and sampling rate for transport mode detection in view of a shift to passive signalling data

(2020) O. Burkhard et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Hyperparameters and tuning strategies for random forest

(2019) Philipp Probst et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Integrated imputation of activity-travel diaries incorporating the measurement of uncertainty

(2019) Tao Feng et al.   TRANSPORTATION PLANNING AND TECHNOLOGY

Short-term travel behavior prediction with GPS, land use, and point of interest data

(2018) Cory M. Krause et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Forecasting current and next trip purpose with social media data and Google Places

(2018) Yu Cui et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Detecting trip purposes from smartphone-based travel surveys with artificial neural networks and particle swarm optimization

(2016) Guangnian Xiao et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Semantic Annotation of Global Positioning System Traces

(2014) Sofie Reumers et al.   TRANSPORTATION RESEARCH RECORD

Evaluation of Two Methods for Identifying Trip Purpose in GPS-Based Household Travel Surveys

(2014) Marcelo G. Simas Oliveira et al.   TRANSPORTATION RESEARCH RECORD

Trip Purpose Identification from GPS Tracks

(2014) Lara Montini et al.   TRANSPORTATION RESEARCH RECORD

Spatiotemporal Patterns of Urban Human Mobility

(2012) Samiul Hasan et al.   JOURNAL OF STATISTICAL PHYSICS

Random Forests for Genetic Association Studies

(2011) Benjamin A Goldstein et al.   Statistical Applications in Genetics and Molecular Biology

Evaluating the feasibility of a passive travel survey collection in a complex urban environment: Lessons learned from the New York City case study

(2010) Cynthia Chen et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands

(2009) Wendy Bohte et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Search for a global positioning system device to measure person travel

(2007) Peter Stopher et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES