| Classifying airborne LiDAR point clouds via deep features learned by a multi-scale convolutional neural network |
23 |
| Social media analytics for natural disaster management |
23 |
| Urban growth simulation by incorporating planning policies into a CA-based future land-use simulation model |
22 |
| Examining the sensitivity of spatial scale in cellular automata Markov chain simulation of land use change |
19 |
| Multiscale geographically and temporally weighted regression: exploring the spatiotemporal determinants of housing prices |
16 |
| Spatial subdivision of complex indoor environments for 3D indoor navigation |
15 |
| Simulating urban growth boundaries using a patch-based cellular automaton with economic and ecological constraints |
14 |
| Uncertainties in the geographic context of health behaviors: a study of substance users' exposure to psychosocial stress using GPS data |
13 |
| Reflections and speculations on the progress in Geographic Information Systems (GIS): a geographic perspective |
13 |
| Fast Geographically Weighted Regression (FastGWR): a scalable algorithm to investigate spatial process heterogeneity in millions of observations |
12 |
| Simulation of urban expansion via integrating artificial neural network with Markov chain - cellular automata |
11 |
| Mining transition rules of cellular automata for simulating urban expansion by using the deep learning techniques |
10 |
| A discrete global grid system for earth system modeling |
10 |
| RecNet: a deep neural network for personalized POI recommendation in location-based social networks |
10 |
| Computational reproducibility in geoscientific papers: Insights from a series of studies with geoscientists and a reproduction study |
9 |
| A context-based geoprocessing framework for optimizing meetup location of multiple moving objects along road networks |
9 |
| An Extended Minimum Spanning Tree method for characterizing local urban patterns |
9 |
| Fast map matching, an algorithm integrating hidden Markov model with precomputation |
9 |
| Inferring spatial interaction patterns from sequential snapshots of spatial distributions |
9 |
| Describing and comparing landscapes using tags, texts, and free lists: an interdisciplinary approach |
9 |
| Modeling urban growth in a metropolitan area based on bidirectional flows, an improved gravitational field model, and partitioned cellular automata |
9 |
| Towards an integrated science of movement: converging research on animal movement ecology and human mobility science |
8 |
| Characterizing mixed-use buildings based on multi-source big data |
8 |
| Spatial association between regionalizations using the information-theoretical V-measure |
8 |
| A high-performance cellular automata model for urban simulation based on vectorization and parallel computing technology |
8 |
| Inferring user tasks in pedestrian navigation from eye movement data in real-world environments |
8 |
| Integration of nighttime light remote sensing images and taxi GPS tracking data for population surface enhancement |
8 |
| Optimize taxi driving strategies based on reinforcement learning |
8 |
| A Time Monte Carlo method for addressing uncertainty in land-use change models |
8 |
| A comment on geographically weighted regression with parameter-specific distance metrics |
8 |
| Fine-grained prediction of urban population using mobile phone location data |
8 |
| A new approach to simplifying polygonal and linear features using superpixel segmentation |
7 |
| Detecting spatial community structure in movements |
7 |
| Mapping spatiotemporal patterns of events using social media: a case study of influenza trends |
7 |
| Integrating spatial and temporal contexts into a factorization model for POI recommendation |
7 |
| A critical evaluation of 3D spatial information models for managing legal arrangements of multi-owned developments in Victoria, Australia |
7 |
| Simulating urban dynamics in China using a gradient cellular automata model based on S-shaped curve evolution characteristics |
7 |
| A fuzzy formal concept analysis-based approach to uncovering spatial hierarchies among vague places extracted from user-generated data |
7 |
| Measuring inter-city connectivity in an urban agglomeration based on multi-source data |
7 |
| Metrics for characterizing network structure and node importance in Spatial Social Networks |
6 |
| Placing Wikimapia: an exploratory analysis |
6 |
| A human-machine adversarial scoring framework for urban perception assessment using street-view images |
6 |
| Using multiple scale spatio-temporal patterns for validating spatially explicit agent-based models |
6 |
| A surface network based method for studying urban hierarchies by night time light remote sensing data |
6 |
| A multidimensional spatial scan statistics approach to movement pattern comparison |
6 |
| Testing time-geographic density estimation for home range analysis using an agent-based model of animal movement |
6 |
| Are all cities with similar urban form or not? Redefining cities with ubiquitous points of interest and evaluating them with indicators at city and block levels in China |
6 |
| A comparison of scenario-based hybrid bilevel and multi-objective location-allocation models for earthquake emergency shelters: a case study in the central area of Beijing, China |
6 |
| A natural language processing and geospatial clustering framework for harvesting local place names from geotagged housing advertisements |
6 |
| GeoCorpora: building a corpus to test and train microblog geoparsers |
6 |
