Xin Wang

Orcid: 0000-0003-3569-2126

Affiliations:
  • Northwest University, School of Information Science and Technology, Xi'an, China
  • University of Calgary, Department of Geomatics Engineering, AB, Canada
  • University of Regina, SK, Canada (former)


According to our database1, Xin Wang authored at least 68 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2023
Trailer allocation and truck routing using bipartite graph assignment and deep reinforcement learning.
Trans. GIS, June, 2023

An Interactive Map-based System for Visually Exploring Goods Movement based on GPS Traces.
Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

Reinforcement Learning for Intermodal Transportation Planning with Time Windows and Limited Cargo Capacity.
Proceedings of the 16th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2023

2022
Utilization of Real Time Behavior and Geographical Attraction for Location Recommendation.
ACM Trans. Spatial Algorithms Syst., 2022

A Dynamic Ridesplitting Method With Potential Pick-Up Probability Based on GPS Trajectories.
IEEE Trans. Intell. Transp. Syst., 2022

How Many Vehicles Do We Need? Fleet Sizing for Shared Autonomous Vehicles With Ridesharing.
IEEE Trans. Intell. Transp. Syst., 2022

Learning Causal Structures Based on Divide and Conquer.
IEEE Trans. Cybern., 2022

GeoSDVA: A Semi-Supervised Dirichlet Variational Autoencoder Model for Transportation Mode Identification.
ISPRS Int. J. Geo Inf., 2022

Optimal Routing of Wide Multi-Modal Energy and Infrastructure Corridors.
ISPRS Int. J. Geo Inf., 2022

Personalized route recommendation through historical travel behavior analysis.
GeoInformatica, 2022

Contextual location recommendation for location-based social networks by learning user intentions and contextual triggers.
GeoInformatica, 2022

Reverse keyword-based location search on road networks.
GeoInformatica, 2022

A Survey of Deep Active Learning.
ACM Comput. Surv., 2022

A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions.
ACM Comput. Surv., 2022

Multi-task graph neural network for truck speed prediction under extreme weather conditions.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021
Land Use Change Ontology and Traffic Prediction through Recurrent Neural Networks: A Case Study in Calgary, Canada.
ISPRS Int. J. Geo Inf., 2021

Hidden Markov map matching based on trajectory segmentation with heading homogeneity.
GeoInformatica, 2021

2020
Structured Optimal Graph-Based Clustering With Flexible Embedding.
IEEE Trans. Neural Networks Learn. Syst., 2020

Profitable Taxi Travel Route Recommendation Based on Big Taxi Trajectory Data.
IEEE Trans. Intell. Transp. Syst., 2020

A Trajectory Collaboration Based Map Matching Approach for Low-Sampling-Rate GPS Trajectories.
Sensors, 2020

Unlabelled text mining methods based on two extension models of concept lattices.
Int. J. Mach. Learn. Cybern., 2020

Tracking and climbing behavior recognition of heavy-duty trucks on roadways.
Int. J. Distributed Sens. Networks, 2020

Semantic trajectory segmentation based on change-point detection and ontology.
Int. J. Geogr. Inf. Sci., 2020

Behavior-based location recommendation on location-based social networks.
GeoInformatica, 2020

A Survey of Deep Active Learning.
CoRR, 2020

BR<sup>2</sup>: A Travel Behavioral Approach to Personalized Route Recommendation Based on GPS Trajectories.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

2019
Anomalous Urban Mobility Pattern Detection Based on GPS Trajectories and POI Data.
ISPRS Int. J. Geo Inf., 2019

Optimized Random Walk with Restart for Recommendation Systems.
Proceedings of the Advances in Artificial Intelligence, 2019

Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

RS3CIS: Robust Single-Step Spectral Clustering with Intrinsic Subspace.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Personalized travel route recommendation using collaborative filtering based on GPS trajectories.
Int. J. Digit. Earth, 2018

Robust Auto-Weighted Multi-View Clustering.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
A Study of Pattern Prediction in the Monitoring Data of Earthen Ruins with the Internet of Things.
Sensors, 2017

Assessing Lightning and Wildfire Hazard by Land Properties and Cloud to Ground Lightning Data with Association Rule Mining in Alberta, Canada.
Sensors, 2017

MaP2R: A Personalized Maximum Probability Route Recommendation Method Using GPS Trajectories.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Sequence-Based Bidirectional Merge Map-Matching Algorithm for Simplified Road Network.
Proceedings of the Advances in Artificial Intelligence, 2017

2016
Similarity-based probabilistic category-based location recommendation utilizing temporal and geographical influence.
Int. J. Data Sci. Anal., 2016

A Data Cleaning Method and Its Application for Earthen Site Data Monitored by WSN.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2014
A data mining approach to finding relationships between reservoir properties and oil production for CHOPS.
Comput. Geosci., 2014

Editorial.
Ann. GIS, 2014

Probabilistic Category-based Location Recommendation Utilizing Temporal Influence and Geographical Influence.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

A Kernel Density Method for Aggregating Boundary Collision Data into Areal Units.
Proceedings of the Database Systems for Advanced Applications, 2014

Use of Ontology and Cluster Ensembles for Geospatial Clustering Analysis.
Proceedings of the Advances in Artificial Intelligence, 2014

2013
A hybrid framework for reservoir characterization using fuzzy ranking and an artificial neural network.
Comput. Geosci., 2013

Location Recommendation Based on Periodicity of Human Activities and Location Categories.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

2012
A density-based spatial clustering for physical constraints.
J. Intell. Inf. Syst., 2012

A Spatial Clustering Method for Points-with-Directions.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

A Preliminary Study Using Granular Computing for Remote Sensing Image Segmentation Involving Roughness.
Proceedings of the Brain Informatics - International Conference, 2012

2011
Identifying dominant factors for the calibration of a land-use cellular automata model using Rough Set Theory.
Comput. Environ. Urban Syst., 2011

An Ontology-Based Traffic Accident Risk Mapping Framework.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Spatial Entropy-Based Clustering for Mining Data with Spatial Correlation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

An Integrated Approach to Multi-criteria-Based Health Care Facility Location Planning.
Proceedings of the New Frontiers in Applied Data Mining, 2011

2010
An ontology-based framework for geospatial clustering.
Int. J. Geogr. Inf. Sci., 2010

2009
GIS-FLSolution: A Spatial Analysis Platform for Static and Transportation Facility Location Allocation Problem.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Discovering Structured Event Logs from Unstructured Audit Trails for Workflow Mining.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Studies on the Performance of a Heuristic Algorithm for Static and Transportation Facility Location Allocation Problem.
Proceedings of the High Performance Computing and Applications, 2009

An Ontology-Based Spatial Clustering Selection System.
Proceedings of the Advances in Artificial Intelligence, 2009

STFLS: A Heuristic Method for Static and Transportation Facility Location Allocation in Large Spatial Datasets.
Proceedings of the Advances in Artificial Intelligence, 2009

2008
Adapting LDA Model to Discover Author-Topic Relations for Email Analysis.
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

Finding Topics in Email Using Formal Concept Analysis and Fuzzy Membership Functions.
Proceedings of the Advances in Artificial Intelligence , 2008

Using Data Mining Methods to Predict Personally Identifiable Information in Emails.
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2005
Clustering Spatial Data in The Presence of Obstacles.
Int. J. Artif. Intell. Tools, 2005

Towards an Ontology-Based Spatial Clustering Framework.
Proceedings of the Advances in Artificial Intelligence, 2005

A Comparative Study of Two Density-Based Spatial Clustering Algorithms for Very Large Datasets.
Proceedings of the Advances in Artificial Intelligence, 2005

2004
Density-Based Spatial Clustering in the Presence of Obstacles and Facilitators.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

2003
DBRS: A Density-Based Spatial Clustering Method with Random Sampling.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

2002
Design of knowledge-based systems with the ontology-domain-system approach.
Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002

2001
Ontology Modeling Using UML.
Proceedings of the 7th International Conference on Object Oriented Information Systems, 2001


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