Yong Ge

Orcid: 0000-0002-9630-795X

According to our database1, Yong Ge authored at least 248 papers between 2001 and 2024.

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Bibliography

2024
Attacking Social Media via Behavior Poisoning.
ACM Trans. Knowl. Discov. Data, August, 2024

Boosting Factorization Machines via Saliency-Guided Mixup.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Enhance Knowledge Graph Embedding by Mixup.
IEEE Trans. Knowl. Data Eng., February, 2024

Digital Surface Model Super-Resolution by Integrating High-Resolution Remote Sensing Imagery Using Generative Adversarial Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Downscaling Solar-Induced Chlorophyll Fluorescence to a 0.05° Monthly Product Using AVHRR Data in East Asia (1995-2003).
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

TTT4Rec: A Test-Time Training Approach for Rapid Adaption in Sequential Recommendation.
CoRR, 2024

A fuzzy rough sets-based data-driven approach for quantifying local and overall fuzzy relations between variables for spatial data.
Appl. Soft Comput., 2024

Optimizing the detection of emerging infections using mobility-based spatial sampling.
Int. J. Appl. Earth Obs. Geoinformation, 2024

MFI: A mudflat index based on hyperspectral satellite images for mapping coastal mudflats.
Int. J. Appl. Earth Obs. Geoinformation, 2024

Category-sensitive semi-supervised semantic segmentation framework for land-use/land-cover mapping with optical remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, 2024

The 5th International Workshop on Talent and Management Computing (TMC'2024).
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Introduction to the Minitrack on Economic and Societal Impacts of Technology, Data, and Algorithms.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023
The Spatial Effects of Regional Poverty: Spatial Dependence, Spatial Heterogeneity and Scale Effects.
ISPRS Int. J. Geo Inf., December, 2023

Mapping Gross Domestic Product Distribution at 1 km Resolution across Thailand Using the Random Forest Area-to-Area Regression Kriging Model.
ISPRS Int. J. Geo Inf., November, 2023

Multi-scale Feature Fusion and Transformer Network for urban green space segmentation from high-resolution remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023

Influence-Driven Data Poisoning for Robust Recommender Systems.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Super-Resolution Rural Road Extraction from Sentinel-2 Imagery Using a Spatial Relationship-Informed Network.
Remote. Sens., September, 2023

Job and Employee Embeddings: A Joint Deep Learning Approach.
IEEE Trans. Knowl. Data Eng., July, 2023

Data-Driven Models Informed by Spatiotemporal Mobility Patterns for Understanding Infectious Disease Dynamics.
ISPRS Int. J. Geo Inf., July, 2023

Network Representation Lightening From Hashing to Quantization.
IEEE Trans. Knowl. Data Eng., May, 2023

Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop.
IEEE Trans. Knowl. Data Eng., 2023

Correcting the nighttime lighting data underestimation effect based on light source detection and luminance reconstruction.
Int. J. Appl. Earth Obs. Geoinformation, 2023

Knowledge Distillation for High Dimensional Search Index.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The 4th International Workshop on Talent and Management Computing (TMC'2023).
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Learning Balanced Tree Indexes for Large-Scale Vector Retrieval.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Bring Me a Good One: Seeking High-potential Startups using Heterogeneous Venture Information Networks.
Proceedings of the 44th International Conference on Information Systems, 2023

Tool Condition Monitoring and Maintenance Based on Deep Reinforcement Learning.
Proceedings of the Advanced Hybrid Information Processing, 2023

Research on Control of Virtual and Real Drive System of Intelligent Factory Robot Based on Digital Twin.
Proceedings of the Advanced Hybrid Information Processing, 2023

2022
Improved Spatiotemporal Information Fusion Approach Based on Bayesian Decision Theory for Land Cover Classification.
Remote. Sens., December, 2022

DiffNet++: A Neural Influence and Interest Diffusion Network for Social Recommendation.
IEEE Trans. Knowl. Data Eng., 2022

CrimeTensor: Fine-Scale Crime Prediction via Tensor Learning with Spatiotemporal Consistency.
ACM Trans. Intell. Syst. Technol., 2022

Fast and Slow Changes Constrained Spatio-Temporal Subpixel Mapping.
IEEE Trans. Geosci. Remote. Sens., 2022

Spatiotemporal Remote Sensing Image Fusion Using Multiscale Two-Stream Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2022

Mapping Gridded Gross Domestic Product Distribution of China Using Deep Learning With Multiple Geospatial Big Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Spatial rough set-based geographical detectors for nominal target variables.
Inf. Sci., 2022

Mapping monthly population distribution and variation at 1-km resolution across China.
Int. J. Geogr. Inf. Sci., 2022

Village-level poverty identification using machine learning, high-resolution images, and geospatial data.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Impacts of worldwide individual non-pharmaceutical interventions on COVID-19 transmission across waves and space.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Winning Tracker: A New Model for Real-time Winning Prediction in MOBA Games.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Collaborative Neural Social Recommendation.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Deep Attributed Network Embedding by Preserving Structure and Attribute Information.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation.
IEEE Trans. Neural Networks Learn. Syst., 2021

Computing Co-Location Patterns in Spatial Data with Extended Objects: A Scalable Buffer-Based Approach.
IEEE Trans. Knowl. Data Eng., 2021

Route Recommendations for Intelligent Transportation Services.
IEEE Trans. Knowl. Data Eng., 2021

Object-Based Area-to-Point Regression Kriging for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2021

Ranking of VGI contributor reputation using an evaluation-based weighted pagerank.
Trans. GIS, 2021

Graph Convolutional Networks-Based Super-Resolution Land Cover Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Machine Learning-Based Geostatistical Downscaling Method for Coarse-Resolution Soil Moisture Products.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Spatiotemporal Characteristics of Freeze-Thawing Erosion in the Source Regions of the Chin-Sha, Ya-Lung and Lantsang Rivers on the Basis of GIS.
Remote. Sens., 2021

What Will Be Popular Next? Predicting Hotspots in Two-Mode Social Networks.
MIS Q., 2021

Understanding the Relationship between Dominant Geo-Environmental Factors and Rural Poverty in Guizhou, China.
ISPRS Int. J. Geo Inf., 2021

A georeferenced graph model for geospatial data matching by optimising measures of similarity across multiple scales.
Int. J. Geogr. Inf. Sci., 2021

A trajectory restoration algorithm for low-sampling-rate floating car data and complex urban road networks.
Int. J. Geogr. Inf. Sci., 2021

Mismatches between vegetation greening and primary productivity trends in South Asia - A satellite evidence.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Mapping water bodies under cloud cover using remotely sensed optical images and a spatiotemporal dependence model.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Online Additive Quantization.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Modeling Dynamic Spatial Influence for Air Quality Prediction with Atmospheric Prior.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

2020
On Scalability of Association-rule-based Recommendation: A Unified Distributed-computing Framework.
ACM Trans. Web, 2020

Voice of Charity: Prospecting the Donation Recurrence & Donor Retention in Crowdfunding.
IEEE Trans. Knowl. Data Eng., 2020

Multi-User Mobile Sequential Recommendation for Route Optimization.
ACM Trans. Knowl. Discov. Data, 2020

A Joint Neural Model for User Behavior Prediction on Social Networking Platforms.
ACM Trans. Intell. Syst. Technol., 2020

Travel Recommendation via Fusing Multi-Auxiliary Information into Matrix Factorization.
ACM Trans. Intell. Syst. Technol., 2020

Micro- and macro-level churn analysis of large-scale mobile games.
Knowl. Inf. Syst., 2020

E-WOM's Impact on App Development.
J. Comput. Inf. Syst., 2020

Land Use and Land Cover Change Modeling and Future Potential Landscape Risk Assessment Using Markov-CA Model and Analytical Hierarchy Process.
ISPRS Int. J. Geo Inf., 2020

Incorporating spatial association into statistical classifiers: local pattern-based prior tuning.
Int. J. Geogr. Inf. Sci., 2020

Leveraging proficiency and preference for online Karaoke recommendation.
Frontiers Comput. Sci., 2020

Offline Meta-level Model-based Reinforcement Learning Approach for Cold-Start Recommendation.
CoRR, 2020

Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning.
CoRR, 2020

Geography-Aware Sequential Location Recommendation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Explainable Recommender Systems via Resolving Learning Representations.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Applying Simulated Annealing and Parallel Computing to the Mobile Sequential Recommendation.
IEEE Trans. Knowl. Data Eng., 2019

Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data.
IEEE Trans. Knowl. Data Eng., 2019

Spatial-Temporal Super-Resolution Land Cover Mapping With a Local Spatial-Temporal Dependence Model.
IEEE Trans. Geosci. Remote. Sens., 2019

Super-Resolution Land Cover Mapping Based on the Convolutional Neural Network.
Remote. Sens., 2019

A spatial heterogeneity-based rough set extension for spatial data.
Int. J. Geogr. Inf. Sci., 2019

Binarized Collaborative Filtering with Distilling Graph Convolutional Networks.
CoRR, 2019

Downscaling Census Data for Gridded Population Mapping With Geographically Weighted Area-to-Point Regression Kriging.
IEEE Access, 2019

Personalized Multimedia Item and Key Frame Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Binarized Collaborative Filtering with Distilling Graph Convolutional Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A Dynamic Neural Network Model for Click-Through Rate Prediction in Real-Time Bidding.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Improvements to the calibration of a geographically weighted regression with parameter-specific distance metrics and bandwidths.
Comput. Environ. Urban Syst., 2018

Exploring the Emerging Type of Comment for Online Videos: <i>DanMu</i>.
ACM Trans. Web, 2018

A Sequential Approach to Market State Modeling and Analysis in Online P2P Lending.
IEEE Trans. Syst. Man Cybern. Syst., 2018

GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization.
ACM Trans. Inf. Syst., 2018

Product Adoption Rate Prediction in a Competitive Market.
IEEE Trans. Knowl. Data Eng., 2018

Scalable Content-Aware Collaborative Filtering for Location Recommendation.
IEEE Trans. Knowl. Data Eng., 2018

Downscaling AMSR-2 Soil Moisture Data With Geographically Weighted Area-to-Area Regression Kriging.
IEEE Trans. Geosci. Remote. Sens., 2018

Object-Based Superresolution Land-Cover Mapping From Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Subpixel Land Cover Mapping Using Multiscale Spatial Dependence.
IEEE Trans. Geosci. Remote. Sens., 2018

Introduction to the Special Issue "Uncertainty in Remote Sensing Image Analysis".
Remote. Sens., 2018

Urban Land Use Mapping by Combining Remote Sensing Imagery and Mobile Phone Positioning Data.
Remote. Sens., 2018

Enhancing Land Cover Mapping through Integration of Pixel-Based and Object-Based Classifications from Remotely Sensed Imagery.
Remote. Sens., 2018

Super-Resolution Mapping of Impervious Surfaces from Remotely Sensed Imagery with Points-of-Interest.
Remote. Sens., 2018

Geographically Weighted Area-to-Point Regression Kriging for Spatial Downscaling in Remote Sensing.
Remote. Sens., 2018

Detecting global and local topics via mining twitter data.
Neurocomputing, 2018

Explainable Social Contextual Image Recommendation with Hierarchical Attention.
CoRR, 2018

Risk assessment of storm surge disaster based on numerical models and remote sensing.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Understand and Assess People's Procrastination by Mining Computer Usage Log.
Proceedings of the Knowledge Science, Engineering and Management, 2018

Multi-User Mobile Sequential Recommendation: An Efficient Parallel Computing Paradigm.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

High-order Proximity Preserving Information Network Hashing.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games.
Proceedings of the IEEE International Conference on Data Mining, 2018

Single Low-Light Image Enhancement by Fusing Multiple Sources.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017
Mobile Sequential Recommendation.
Proceedings of the Encyclopedia of GIS., 2017

An efficient data processing framework for mining the massive trajectory of moving objects.
Comput. Environ. Urban Syst., 2017

Modeling the Evolution of Users' Preferences and Social Links in Social Networking Services.
IEEE Trans. Knowl. Data Eng., 2017

A Proactive Workflow Model for Healthcare Operation and Management.
IEEE Trans. Knowl. Data Eng., 2017

User Vitality Ranking and Prediction in Social Networking Services: A Dynamic Network Perspective.
IEEE Trans. Knowl. Data Eng., 2017

P2P Lending Survey: Platforms, Recent Advances and Prospects.
ACM Trans. Intell. Syst. Technol., 2017

Geographically weighted regression-based determinants of malaria incidences in northern China.
Trans. GIS, 2017

Integrating Object Boundary in Super-Resolution Land-Cover Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Impervious Surface Change Mapping with an Uncertainty-Based Spatial-Temporal Consistency Model: A Case Study in Wuhan City Using Landsat Time-Series Datasets from 1987 to 2016.
Remote. Sens., 2017

Updating Landsat-based forest cover maps with MODIS images using multiscale spectral-spatial-temporal superresolution mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2017

Tracking the Dynamics in Crowdfunding.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Discrete Content-aware Matrix Factorization.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A Context-aware Attention Network for Interactive Question Answering.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Prospecting the Career Development of Talents: A Survival Analysis Perspective.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Qualitative configuration based on generality data in ranch in three-river headwaters region.
Proceedings of the 13th International Conference on Natural Computation, 2017

The research and application of chaotic particle swarm optimization algorithm.
Proceedings of the 13th International Conference on Natural Computation, 2017

Path planning of mobile robot based on genetic algorithm with predictive operator and dynamic parameters.
Proceedings of the 13th International Conference on Natural Computation, 2017

The impact of rating system design on opinion sharing.
Proceedings of the International Conference on Information Systems, 2017

Optimal Design and Experiments of a Wearable Silicone Strain Sensor.
Proceedings of the Intelligent Robotics and Applications - 10th International Conference, 2017

Realization of visualization software for yak body weight calculation (VBWC) in three-river headwaters region based on body size.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Evolutionary algorithm based on cloud model to solve 3-SAT problem.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Identifying Serendipitous Drug Usages in Patient Forum Data - A Feasibility Study.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016
Modeling of Geographic Dependencies for Real Estate Ranking.
ACM Trans. Knowl. Discov. Data, 2016

An Iterative Interpolation Deconvolution Algorithm for Superresolution Land Cover Mapping.
IEEE Trans. Geosci. Remote. Sens., 2016

Enhanced Subpixel Mapping With Spatial Distribution Patterns of Geographical Objects.
IEEE Trans. Geosci. Remote. Sens., 2016

Validation of Regional-Scale Remote Sensing Products in China: From Site to Network.
Remote. Sens., 2016

Predicting Grassland Leaf Area Index in the Meadow Steppes of Northern China: A Comparative Study of Regression Approaches and Hybrid Geostatistical Methods.
Remote. Sens., 2016

Designing an Experiment to Investigate Subpixel Mapping as an Alternative Method to Obtain Land Use/Land Cover Maps.
Remote. Sens., 2016

Tracking the evolution of social emotions with topic models.
Knowl. Inf. Syst., 2016

Detecting nominal variables' spatial associations using conditional probabilities of neighboring surface objects' categories.
Inf. Sci., 2016

Exploiting multi-channels deep convolutional neural networks for multivariate time series classification.
Frontiers Comput. Sci., 2016

A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest Recommendation.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Days on Market: Measuring Liquidity in Real Estate Markets.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Portfolio Selections in P2P Lending: A Multi-Objective Perspective.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Point-of-Interest Recommendations: Learning Potential Check-ins from Friends.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Sparse Bayesian Content-Aware Collaborative Filtering for Implicit Feedback.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Remote sensing products validation activity and observation network in China.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Geostatistical scaling of land surface parameters with spatial heterogeneities in the validation of remote sensing products.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Group Preference Aggregation: A Nash Equilibrium Approach.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Regularized Content-Aware Tensor Factorization Meets Temporal-Aware Location Recommendation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Predicting the Popularity of DanMu-enabled Videos: A Multi-factor View.
Proceedings of the Database Systems for Advanced Applications, 2016

Modeling Users' Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Discovery of Ranking Fraud for Mobile Apps.
IEEE Trans. Knowl. Data Eng., 2015

A WTLS-Based Method for Remote Sensing Imagery Registration.
IEEE Trans. Geosci. Remote. Sens., 2015

Popularity Modeling for Mobile Apps: A Sequential Approach.
IEEE Trans. Cybern., 2015

Super-Resolution Land Cover Mapping Based on Multiscale Spatial Regularization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Hybrid Constraints of Pure and Mixed Pixels for Soft-Then-Hard Super-Resolution Mapping With Multiple Shifted Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Upscaling <i>In Situ</i> Soil Moisture Observations to Pixel Averages with Spatio-Temporal Geostatistics.
Remote. Sens., 2015

Evaluation of Sampling Methods for Validation of Remotely Sensed Fractional Vegetation Cover.
Remote. Sens., 2015

Upscaling Sensible Heat Fluxes With Area-to-Area Regression Kriging.
IEEE Geosci. Remote. Sens. Lett., 2015

Superresolution Land-Cover Mapping Based on High-Accuracy Surface Modeling.
IEEE Geosci. Remote. Sens. Lett., 2015

Sampling design optimization of a wireless sensor network for monitoring ecohydrological processes in the Babao River basin, China.
Int. J. Geogr. Inf. Sci., 2015

Topographical effects of climate data and their impacts on the estimation of net primary productivity in complex terrain: A case study in Wuling mountainous area, China.
Ecol. Informatics, 2015

Information Coverage Maximization in Social Networks.
CoRR, 2015

Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Automated Detection for Probable Homologous Foodborne Disease Outbreaks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Real Estate Ranking via Mixed Land-use Latent Models.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Maximizing the Coverage of Information Propagation in Social Networks.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Short and Sparse Text Topic Modeling via Self-Aggregation.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Regularizing Flat Latent Variables with Hierarchical Structures.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Measure and Mitigate the Dimensional Bias in Online Reviews and Ratings.
Proceedings of the International Conference on Information Systems, 2015

Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Generative Models for Mining Latent Aspects and Their Ratings from Short Reviews.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Point-of-Interest Recommender Systems: A Separate-Space Perspective.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

How to Find Appropriate Automobile Exhibition Halls: Towards a Personalized Recommendation Service for Auto Show.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014
Cost-Aware Collaborative Filtering for Travel Tour Recommendations.
ACM Trans. Inf. Syst., 2014

A Cocktail Approach for Travel Package Recommendation.
IEEE Trans. Knowl. Data Eng., 2014

Hybrid Optimal Design of the Eco-Hydrological Wireless Sensor Network in the Middle Reach of the Heihe River Basin, China.
Sensors, 2014

A Geostatistical Approach to Upscale Soil Moisture With Unequal Precision Observations.
IEEE Geosci. Remote. Sens. Lett., 2014

Spatial Sampling Design for Estimating Regional GPP With Spatial Heterogeneities.
IEEE Geosci. Remote. Sens. Lett., 2014

A method for extracting rules from spatial data based on rough fuzzy sets.
Knowl. Based Syst., 2014

Advance in geocomputation.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Fusion of pan-tropical biomass maps using weighted averaging and regional calibration data.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Spatial data discretization methods for geocomputation.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks.
Proceedings of the Web-Age Information Management - 15th International Conference, 2014

A New Framework for Traffic Anomaly Detection.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

User Preference Learning with Multiple Information Fusion for Restaurant Recommendation.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension Approach.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Mobile app recommendations with security and privacy awareness.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Proactive workflow modeling by stochastic processes with application to healthcare operation and management.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Design and implementation of the online map system based on LBS.
Proceedings of the 2nd International Conference on Systems and Informatics, 2014

Tracking the Evolution of Social Emotions: A Time-Aware Topic Modeling Perspective.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Investment Recommendation in P2P Lending: A Portfolio Perspective with Risk Management.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Metric Ranking of Invariant Networks with Belief Propagation.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Technology Prospecting for High Tech Companies through Patent Mining.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Predicting the Popularity of Online Serials with Autoregressive Models.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Ranking Metric Anomaly in Invariant Networks.
ACM Trans. Knowl. Discov. Data, 2013

Feature selection for high-dimensional imbalanced data.
Neurocomputing, 2013

Sub-pixel land-cover mapping with improved fraction images upon multiple-point simulation.
Int. J. Appl. Earth Obs. Geoinformation, 2013

Efficient Invariant Search for Distributed Information Systems.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Ranking fraud detection for mobile apps: a holistic view.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Stochastic Unsupervised Learning on Unlabeled Data.
Proceedings of the Unsupervised and Transfer Learning, 2012

Scaled total-least-squares-based registration for optical remote sensing imagery.
Earth Sci. Informatics, 2012

Link Graph Analysis for Business Site Selection.
Computer, 2012

Effect of the sampling design of ground control points on the geometric correction of remotely sensed imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2012

Which Distance Metric is Right: An Evolutionary K-Means View.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Influential seed items recommendation.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011
Multifocal learning for customer problem analysis.
ACM Trans. Intell. Syst. Technol., 2011

Impact of discretization methods on the rough set-based classification of remotely sensed images.
Int. J. Digit. Earth, 2011

Collaborative filtering with collective training.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Cost-aware travel tour recommendation.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

A taxi business intelligence system.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Visual Simulation of Upland Rice Root as Related to Soil Compaction.
Proceedings of the Second International Conference on Digital Manufacturing and Automation, 2011

Personalized Travel Package Recommendation.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

A Taxi Driving Fraud Detection System.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010
Using rough set theory to identify villages affected by birth defects: the example of Heshun, Shanxi, China.
Int. J. Geogr. Inf. Sci., 2010

Simulation and analysis of infrastructure interdependencies using a Petri net simulator in a geographical information system.
Int. J. Appl. Earth Obs. Geoinformation, 2010

CCSSM: A Toolkit for Information Extraction from Remotely Sensed Imagery.
Proceedings of the Advances in Spatial Data Handling and GIS, 2010

An energy-efficient mobile recommender system.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Direction clustering for characterizing movement patterns.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Performing Joint Learning for Passive Intrusion Detection in Pervasive Wireless Environments.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Top-Eye: top-k evolving trajectory outlier detection.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Development and Testing of a Subpixel Mapping Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2009

Super-Resolution Reconstruction of Remote Sensing Images Using Multifractal Analysis.
Sensors, 2009

Exploring uncertainty in remotely sensed data with parallel coordinate plots.
Int. J. Appl. Earth Obs. Geoinformation, 2009

Multi-focal learning and its application to customer service support.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

A Probabilistic Framework for Soft Target Learning in Online Cursive Handwriting Recognition.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A Study on the Driving Forces of Urban Expansion Using Rough Sets.
Proceedings of the Computational Science and Its Applications, 2009

Handling Spatial-Correlated Attribute Values in a Rough Set.
Proceedings of the Computational Science and Its Applications, 2009

2008
Geo-spatial Data Analysis, Quality Assessment and Visualization.
Proceedings of the Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30, 2008

2007
Salience Preserving Multi-Focus Image Fusion.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Probability Model for Image Annotation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Salience-Based Evaluation Strategy for Image Annotation.
Proceedings of the Computational Intelligence and Security, International Conference, 2007

2006
GIS modeling for predicting river runoff volume in ungauged drainages in the Greater Toronto Area, Canada.
Comput. Geosci., 2006

An Efficient Candidate Set Size Reduction Method for Coarse-Classification in Chinese Handwriting Recognition.
Proceedings of the Arabic and Chinese Handwriting Recognition, 2006

2005
Reduction of edge effects in spatial information extraction from regional geochemical data: a case study based on multifractal filtering technique.
Comput. Geosci., 2005

Unidimensional scaling classifier and its application to remotely sensed data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Online Chinese Character Recognition System with Handwritten Pinyin Input.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004
Registration of Remote Sensing Image with Measurement Errors and Error Propagation.
Proceedings of the Developments in Spatial Data Handling, 2004

A Compact and Flexible Online Chinese Handwriting Recognizer Based on Hidden Markov Models.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2004

2002
A Comparative Study of Several Modeling Approaches for Large Vocabulary Offline Recognition of Handwritten Chinese Characters.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A study on the use of CDHMM for large vocabulary off-line recognition of handwritten Chinese characters.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Offline recognition of handwritten Chinese characters using Gabor features, CDHMM modeling and MCE training.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
High performance Chinese OCR based on Gabor features, discriminative feature extraction and model training.
Proceedings of the IEEE International Conference on Acoustics, 2001


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