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Papers related to crime analysis: Spatial Analysis of Crime Report Datasets Crime pattern analysis A spatial frequent pattern mining approach - Technical Report Spatio-Temporal Modeling of Criminal Incidents A Spatio-Temporal-Textual Crime Search Engine - Demo Paper Safe Step A Real-time GPS Tracking and Analysis System for Criminal Activities using Ankle Bracelets Should SDBMS Support a Join Index - A case study on CrimeStat Visualizing the Spatial Movement Patterns of Offenders Understanding the Link Between Social and Spatial Distance in Crime World Papers related to Outlier Detection: Detecting Graph Based Spatial Outliers Discovering and Quantifying Mean Streets - A Summary of Results Spatial Outlier Detection Random Walk Based Approaches A Unified Approach to Detecting Spatial Outliers A Unified Approach to Spatial Outliers Detection Papers related to General Mining: Extracting Moving Regions from Spatial Data An Integrated Framework for Spatio-Temporal-Textual Search and Mining Papers related to Mining using social network data: Probabilistic Approach to Mining Geospatial Knowledge from Social Annotations Spatio-temporal Characteristics of Bursty Words in Twitter Streams Latent Geographic Feature Extraction from Social Media A Probablistic Model for Spatio-temporal Signal Extraction from Social Media Understanding the Link Between Social and Spatial Distance in Crime World Social-Textual Search and Ranking A Carpooling Recommendation System Based on Social VANET and Geo-social Data What you are is When you are The Temporal Dimension of Feature Types in Location-based Social Networks Papers related to Traffic Analysis: Crowd Sensing of Traffic Anomalies based on Human Mobility and Social Media Discovering Patterns in Traffic Sensor Data Papers related to Spatial Decision Trees: Focal Test Based Spatial Decision Tree Learning- Summary of Results - Shashi Shekhar Learning Spatial Decision Tree For Geographical Classification A Summary of Result Papers related to Trajectories mining: Extracting Significant Places from Mobile User GPS Trajectories A Bearing Change Based Approach Mining Multi-object Spatial-temporal Movement Patterns A System for Discovering Regions of Interest Of Motifs and Goals Mining Trajectory Data Semantic Trajectory Mining for Location Prediction Papers related to Location-Based Services: Towards Scalable Location-aware Services - Requirements and Research Issues Using Location Based Social Networks for Quality-Aware Participatory Data Transfer GeoCrowd Enabling Query Answering with Spatial CrowdSourcing GeoFeed - A Location Aware News Feed System CALBA Capacity-Aware Location-Based Advertising in Temporary Social Networks Location Recommendation in Location-based Social Networks using User Check-in Data Towards Integrating Real-World Spatiotemporal Data with Social Networks Learning Location Naming from User Check-In Histories Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data Personalized Trip Recommendation with Multiple Constraints by Mining User Check-in Behaviors Personalization, Socialization, and Recommendations in Location-based Services 2.0 The Anatomy of Sindbad A Location-Aware Social Networking System. A Geo-Social Model From Real-World Co-occurrences to Social Connections Location and Content Aware Recommender Systems (LCARS) Towards Location-based Social Networking Services MobiFeed A Location-Aware News Feed System for Mobile Users LARS - A Location Aware Recommender System iGSLR Personalized Geo-Social Location Recommendation - A Kernel Density Estimation Approach GeoRank An Efficient Location-Aware News Feed Ranking System Probabilistic Sequential POIs Recommendation via Check-In Data Finding Similar Users Using Category-Based Location History Toward Context and Preference-Aware Location-based Services Papers related to Privacy Preserving in LBS: (not related to DataMining mostly) A Privacy-Preserving Location-Based Alert System Towards Privacy-Aware Location-Based Database Servers A User Location Anonymization Method for Location Based Services in a Real Environment Private Geo Social Networking SPIRAL-A Scalable Private Information Retrieval Approach to Location Privacy Privacy in Location-based Services - A System Architecture Perspective Location privacy attacks based on distance and density information Private Queries in Location Based Services - Anonymizers Not Necessary Papers related to other Predictions: Improving Route Prediction through User Journey Detection Pedestrian-movement Prediction based on Mixed Markov-chain Model Location Recommendation based on Location History and Spatio-Temporal Correlations for an OnDemand Bus System Finding Sequential Patterns from Massive Number of Spatio-Temporal Events Predicting Locations Using Map Similarity(PLUMS) A Framework for Spatial Data Mining Semantic Trajectory Mining for Location Prediction Papers related to Hotspots detection: Discovering Multiple HotSpots using Geo-tagged Photographs Forecasting Hotspots - A Predictive Analytics Approach Algorithms for Hotspot Computation on Trajectory Data Papers related to Flow pattern analysis: Flow Mapping and Multivariate Visualization of Large Spatial Interaction Data Papers related to SAR and its parallelization: Spatial Dependency Modeling Using Spatial Auto-Regression Parameter Estimation for the Spatial Autoregression Model - A rigorous Approach Comparing Exact and Approximate Spatial Auto-Regression Model Solutions for Spatial Data Analysis A Parallel Formulation of the Spatial Auto-Regression Model for Mining Large Geospatial Datasets A PARALLEL FORMULATION OF THE SPATIAL AUTO-REGRESSION MODEL NORTHSTAR - A Parameter Estimation Method for the Spatial Autoregression Model - Technical Report SCALABLE PARALLEL APPROXIMATE FORMULATIONS OF MULTIDIMENSIONAL SPATIAL AUTO-REGRESSION MODELS FOR SPATIAL DATA MINING Papers related to Colocation rules: Mining Confident Colocation Rules Without a Support Threshold A Partial Join Approach for Mining Colocation patterns A Filter-and-Refine Approach to Mine Spatiotemporal Co-occurences Discovering Co-location Patterns from Spatial Datasets - A General Approach Discovering Colocation Patterns sshekhar A Joinless Approach for Mining Spatial Colocation Patterns Discovering Spatial Colocation Patterns Mixed-Drove Spatio-Temporal Co-occurrence Pattern Mining Discovering Spatial Co-location Patterns – Report Mixed Drove Spatio-temporal Co-occurence Pattern Mining - A Summary of Results Mixed-Drove Spatio-Temporal Co-occurrence Pattern Mining - Technical Report Discovering Spatial Colocation Patterns - A summary of results A Join-less Approach for Co-location Pattern Mining A Summary of Results Sustained Emerging Spatio-Temporal Co-occurrence Pattern Mining - A Summary of Results A Framework for Discovering Colocation Patterns in Datasets with Extended Spatial Objects Mining At Most Top-K% Mixed-drove Spatio-temporal Co-occurrence Patterns A Summary of Results Extracting Patterns from Location History Other Papers: Spatio-Temporal Small Worlds for Decentralized Information Retrieval in Social Networking Location Recommendation for Location-based Social Networks Locating Lucrative Passengers for Taxicab Drivers Kongress A Search and Data Mining Application for U.S. Congressional Voting and Twitter Data Football Analysis Using SpatioTemporal Tools Finding Competitive Price GeoXLS - Searching Web Documents as Location Sets Spatial and Spatiotemporal Analysis of Soccer Cascading spatio-temporal pattern discovery A Mixed Autoregressive Hidden-Markov-chain Model applied to People's Movements Mining Multivariate Spatiotemporal Patterns from Heterogeneous Mobility Data Spatial Probabilistic Modeling of Calls to Businesses Panda A Predictive Spatio-Temporal Query Processor An Integrated Framework for Spatio-Temporal-Textual Search and Mining Annotating and Navigating Tourist Videos Cascading spatio-temporal pattern discovery A summary of results Cascading spatio-temporal pattern discovery - Technical Report