Cyrus Shahabi
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American computer scientist
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Computer Science
Cyrus Shahabi's Degrees
- PhD Computer Science University of Southern California
- Masters Computer Science University of Southern California
- Bachelors Computer Engineering Sharif University of Technology
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Why Is Cyrus Shahabi Influential?
(Suggest an Edit or Addition)According to Wikipedia, Cyrus Shahabi is an Iranian-American computer scientist and a 2003 recipient of the Presidential Early Career Award for Scientists and Engineers. Biography Shahabi received his bachelor's degree in computer engineering from the Sharif University of Technology in 1989, followed by a master's degree and PhD in computer science from the University of Southern California in May 1993 and August 1996 respectively. He currently serves as director of the Integrated Media Systems Center and the Information Laboratory at USC.
Cyrus Shahabi's Published Works
Published Works
- Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting (2017) (1549)
- Big data and its technical challenges (2014) (946)
- Private queries in location based services: anonymizers are not necessary (2008) (893)
- REACT (2020) (658)
- Voronoi-Based K Nearest Neighbor Search for Spatial Network Databases (2004) (530)
- GeoCrowd: enabling query answering with spatial crowdsourcing (2012) (457)
- Knowledge discovery from users Web-page navigation (1997) (405)
- Crowd sensing of traffic anomalies based on human mobility and social media (2013) (371)
- Blind Evaluation of Nearest Neighbor Queries Using Space Transformation to Preserve Location Privacy (2007) (338)
- A Framework for Protecting Worker Location Privacy in Spatial Crowdsourcing (2014) (335)
- Deep Learning: A Generic Approach for Extreme Condition Traffic Forecasting (2017) (303)
- The spatial skyline queries (2006) (300)
- A PCA-based similarity measure for multivariate time series (2004) (270)
- A Road Network Embedding Technique for K-Nearest Neighbor Search in Moving Object Databases (2002) (236)
- The Clustered AGgregation (CAG) technique leveraging spatial and temporal correlations in wireless sensor networks (2007) (217)
- Feature subset selection and feature ranking for multivariate time series (2005) (201)
- The optimal sequenced route query (2008) (182)
- Maximizing the number of worker's self-selected tasks in spatial crowdsourcing (2013) (175)
- GeoTruCrowd: trustworthy query answering with spatial crowdsourcing (2013) (173)
- Multi-task Representation Learning for Travel Time Estimation (2018) (172)
- Utilizing Real-World Transportation Data for Accurate Traffic Prediction (2012) (171)
- WSPDS: Web Services Peer-to-Peer Discovery Service (2004) (159)
- EBM: an entropy-based model to infer social strength from spatiotemporal data (2013) (156)
- Latent Space Model for Road Networks to Predict Time-Varying Traffic (2016) (150)
- A Server-Assigned Spatial Crowdsourcing Framework (2015) (142)
- Voronoi-Based Geospatial Query Processing with MapReduce (2010) (139)
- Image retrieval by shape: a comparative study (2000) (138)
- Spatial crowdsourcing: a survey (2019) (136)
- TSA-tree: a wavelet-based approach to improve the efficiency of multi-level surprise and trend queries on time-series data (2000) (132)
- Location privacy: going beyond K-anonymity, cloaking and anonymizers (2011) (129)
- Alternative Solutions for Continuous K Nearest Neighbor Queries in Spatial Network Databases (2005) (127)
- Differentially Private Location Protection for Worker Datasets in Spatial Crowdsourcing (2017) (124)
- Exploiting spatial correlation towards an energy efficient clustered aggregation technique (CAG) [wireless sensor network applications] (2005) (118)
- Distance-based Outlier Detection in Data Streams (2016) (113)
- Dynamically Composing Web Services from On-line Sources (2002) (110)
- SWATS: Wireless sensor networks for steamflood and waterflood pipeline monitoring (2011) (109)
- Yoda: An Accurate and Scalable Web-Based Recommendation System (2001) (100)
- A comparison of different haptic compression techniques (2002) (97)
- Supporting spatial aggregation in sensor network databases (2004) (95)
- Online Computation of Fastest Path in Time-Dependent Spatial Networks (2011) (94)
- Automatically Conflating Road Vector Data with Orthoimagery (2006) (94)
- Price-aware real-time ride-sharing at scale: an auction-based approach (2016) (93)
- On configuring a single disk continuous media server (1995) (91)
- A privacy-aware framework for participatory sensing (2011) (90)
- Task matching and scheduling for multiple workers in spatial crowdsourcing (2015) (89)
- Real-time task assignment in hyperlocal spatial crowdsourcing under budget constraints (2016) (88)
- Efficient and Anonymous Web-Usage Mining for Web Personalization (2003) (87)
- Spatial Query Integrity with Voronoi Neighbors (2013) (85)
- Criticality-based analysis and design of unstructured peer-to-peer networks as "Complex systems" (2003) (82)
- SCADDAR: an efficient randomized technique to reorganize continuous media blocks (2002) (82)
- Spatial Crowdsourcing: Challenges, Techniques, and Applications (2017) (82)
- Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning (2018) (81)
- VoR-tree (2010) (80)
- SWAM: a family of access methods for similarity-search in peer-to-peer data networks (2004) (79)
- Geospatial stream query processing using Microsoft SQL Server StreamInsight (2010) (78)
- Graph Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting (2017) (76)
- Automatically and accurately conflating orthoimagery and street maps (2004) (76)
- Hybrid Indexing and Seamless Ranking of Spatial and Textual Features of Web Documents (2010) (74)
- Prediction-Based Task Assignment in Spatial Crowdsourcing (2015) (71)
- Web Information Personalization: Challenges and Approaches (2003) (68)
- A Framework for Efficient and Anonymous Web Usage Mining Based on Client-Side Tracking (2001) (68)
- The Haptic Museum (2000) (66)
- On multimedia repositories, personal computers, and hierarchical storage systems (1994) (66)
- A Deep Learning Approach for Road Damage Detection from Smartphone Images (2018) (65)
- Privacy-Preserving Online Task Assignment in Spatial Crowdsourcing with Untrusted Server (2018) (64)
- Mining the Situation: Spatiotemporal Traffic Prediction With Big Data (2015) (64)
- An Adaptive Recommendation System without Explicit Acquisition of User Relevance Feedback (2003) (64)
- An efficient k nearest neighbor search for multivariate time series (2007) (63)
- Yima: A Second-Generation Continuous Media Server (2002) (63)
- Virtual Environments for the Assessment of Attention and Memory Processes: The Virtual Classroom and Office (2002) (60)
- Automatic and Accurate Extraction of Road Intersections from Raster Maps (2008) (59)
- MediaQ: mobile multimedia management system (2014) (58)
- Pipelining Mechanism to Minimize the Latency Time in Hierarchical Multimedia Storage Managers (1995) (58)
- A case for time-dependent shortest path computation in spatial networks (2010) (57)
- A brief overview of machine learning methods for short-term traffic forecasting and future directions (2018) (55)
- Forecasting Spatiotemporal Impact of Traffic Incidents on Road Networks (2013) (55)
- Private Information Retrieval Techniques for Enabling Location Privacy in Location-Based Services (2009) (52)
- Automatically and Accurately Conflating Raster Maps with Orthoimagery (2007) (52)
- Audit Trail (2020) (52)
- SPIRAL: A Scalable Private Information Retrieval Approach to Location Privacy (2008) (52)
- A Real-Time Framework for Task Assignment in Hyperlocal Spatial Crowdsourcing (2017) (51)
- Change Detection in Time Series Data Using Wavelet Footprints (2005) (51)
- Processing spatial skyline queries in both vector spaces and spatial network databases (2009) (51)
- Efficient K-Nearest Neighbor Search in Time-Dependent Spatial Networks (2010) (49)
- On the stationarity of multivariate time series for correlation-based data analysis (2005) (49)
- Processing Optimal Sequenced Route Queries Using Voronoi Diagrams (2008) (49)
- Challenges and Opportunities with Big Data 2011-1 (2011) (47)
- Task selection in spatial crowdsourcing from worker’s perspective (2016) (45)
- Query Integrity Assurance of Location-Based Services Accessing Outsourced Spatial Databases (2009) (44)
- On Identifying Disaster-Related Tweets: Matching-Based or Learning-Based? (2017) (44)
- Automatically Annotating and Integrating Spatial Datasets (2003) (43)
- Towards preserving privacy in participatory sensing (2011) (43)
- Privacy assurance in mobile sensing networks: Go beyond trusted servers (2010) (42)
- Diagnosing Attention Disorders in a Virtual Classroom (2004) (42)
- PrivGeoCrowd: A toolbox for studying private spatial Crowdsourcing (2015) (42)
- Proteus: A System for Dynamically Composing and Intelligently Executing Web Services (2003) (42)
- Efficient Algorithms and Cost Models for Reverse Spatial-Keyword k-Nearest Neighbor Search (2014) (41)
- Efficient Continuous Nearest Neighbor Query in Spatial Networks Using Euclidean Restriction (2009) (41)
- Robust Time-Referenced Segmentation of Moving Object Trajectories (2008) (40)
- An Approach to Glove-Based Gesture Recognition (2009) (40)
- Scalable Spatial Crowdsourcing: A Study of Distributed Algorithms (2015) (40)
- Geo-Spatial Multimedia Sentiment Analysis in Disasters (2017) (39)
- A Supervised Feature Subset Selection Technique for Multivariate Time Series (2005) (39)
- Spatial Crowdsourcing: Challenges and Opportunities (2016) (38)
- Decentralized Resource Management for a Distributed Continuous Media Server (2002) (38)
- Probabilistic estimation of link travel times in dynamic road networks (2015) (38)
- Real-time Pattern Isolation and Recognition Over Immersive Sensor Data Streams (2003) (38)
- I3: An IoT Marketplace for Smart Communities (2018) (35)
- An On-line Truthful and Individually Rational Pricing Mechanism for Ride-sharing (2017) (35)
- Authentication of k Nearest Neighbor Query on Road Networks (2014) (34)
- Selectively materializing data in mediators by analyzing user queries (1999) (34)
- Towards modeling the traffic data on road networks (2009) (34)
- A taxonomy of approaches to preserve location privacy in location-based services (2010) (34)
- On Disk Scheduling and Data Placement for Video Servers (1995) (33)
- An experimental study of alternative shape-based image retrieval techniques (2006) (33)
- Private Buddy Search: Enabling Private Spatial Queries in Social Networks (2009) (32)
- AIMS: An Immersidata Management System (2003) (32)
- SHIFT-SPLIT: I/O efficient maintenance of wavelet-transformed multidimensional data (2005) (32)
- Verifying spatial queries using Voronoi neighbors (2010) (32)
- A query integrity assurance scheme for accessing outsourced spatial databases (2012) (31)
- Alternative techniques for the efficient acquisition of haptic data (2001) (31)
- GeoDec: A framework to visualize and query geospatial data for decision-making (2010) (31)
- GeoUGV: user-generated mobile video dataset with fine granularity spatial metadata (2016) (31)
- Accurate Discovery of Valid Convoys from Moving Object Trajectories (2009) (31)
- Social-Textual Search and Ranking (2012) (31)
- Towards K-Nearest Neighbor Search in Time-Dependent Spatial Network Databases (2010) (30)
- Situation Aware Multi-task Learning for Traffic Prediction (2017) (30)
- Blind evaluation of location based queries using space transformation to preserve location privacy (2013) (30)
- TAPAS: Trustworthy privacy-aware participatory sensing (2013) (29)
- Real-Time Multi-Criteria Social Graph Partitioning: A Game Theoretic Approach (2015) (29)
- Analysis and design of server informative WWW-sites (1997) (29)
- Data Integration and Access - The Digital Government Research Center's Energy Data Collection (EDC) Project (2002) (29)
- m-TSNE: A Framework for Visualizing High-Dimensional Multivariate Time Series (2017) (28)
- Indexing land surface for efficient kNN query (2008) (28)
- Device independence and extensibility in gesture recognition (2003) (28)
- Utilizing Road Network Data for Automatic Identification of Road Intersections from High Resolution Color Orthoimagery (2004) (28)
- Management of Physical Replicas in Parallel Multimedia in Information Systems (1993) (28)
- Avoiding Retrieval Contention for Composite Multimedia Objects (1998) (27)
- Graph-based informative-sentence selection for opinion summarization (2013) (27)
- Indexing Network Voronoi Diagrams (2012) (27)
- Entropy-based histograms for selectivity estimation (2013) (27)
- An arc orienteering algorithm to find the most scenic path on a large-scale road network (2015) (27)
- ProPolyne: A Fast Wavelet-Based Algorithm for Progressive Evaluation of Polynomial Range-Sum Queries (2002) (27)
- The TheaterLoc Virtual Application (2000) (27)
- Effectively crowdsourcing the acquisition and analysis of visual data for disaster response (2015) (27)
- Forecasting spatiotemporal impact of traffic incidents for next-generation navigation systems (2015) (26)
- Activity Recognition Using Wrist-Worn Sensors for Human Performance Evaluation (2015) (26)
- Efficient Reachability Query Evaluation in Large Spatiotemporal Contact Datasets (2012) (26)
- Automatically Improving the Accuracy of User Profiles with Genetic Algorithm (2001) (26)
- An Adaptive Probe-Based Technique to Optimize Join Queries in Distributed Internet Databases (2001) (25)
- Privacy-preserving inference of social relationships from location data: a vision paper (2015) (25)
- INSITE: A Tool for Real-Time Knowledge Discovery from Users Web Navigation * (2000) (25)
- PaRE: A System for Personalized Route Guidance (2017) (25)
- Neural-Network based Sensitivity Analysis for Injector-Producer Relationship Identification (2008) (25)
- An algorithmic approach for static and dynamic gesture recognition utilising mechanical and biomechanical characteristics (2007) (25)
- Towards a generic framework for trustworthy spatial crowdsourcing (2013) (24)
- TransDec:A spatiotemporal query processing framework for transportation systems (2010) (23)
- SCAWG: A toolbox for generating synthetic workload for spatial crowdsourcing (2016) (23)
- User Experiences and Lessons Learned from Developing and Implementing an Immersive Game for the Science Classroom (2005) (23)
- Intelligent Caching for Information Mediators: A KR Based Approach (1998) (23)
- Discovering patterns in traffic sensor data (2011) (23)
- Differentially private publication of location entropy (2016) (23)
- A multilevel distance-based index structure for multivariate time series (2005) (23)
- Continuous Monitoring of Nearest Neighbors on Land Surface (2009) (23)
- A Reliable, Efficient, and Scalable System for Web Usage Data Acquisition (2001) (22)
- Challenges and Opportunities with Big Data 2012-2 (2011) (22)
- Real-Time Distance-Based Outlier Detection in Data Streams (2020) (22)
- Janus - Multi Source Event Detection and Collection System for Effective Surveillance of Criminal Activity (2014) (22)
- Efficient indexing and retrieval of large-scale geo-tagged video databases (2016) (22)
- Feature Subset Selection on Multivariate Time Series with Extremely Large Spatial Features (2006) (22)
- Real-Time Traffic Video Analysis Using Intel Viewmont Coprocessor (2013) (21)
- Shape Analysis and Retrieval of Multimedia Objects (2002) (21)
- Yet Another Deep Learning Approach for Road Damage Detection using Ensemble Learning (2020) (21)
- Analysis of haptic data for sign language recognition (2001) (21)
- Towards integrating real-world spatiotemporal data with social networks (2011) (21)
- Energy-efficient data organization and query processing in sensor networks (2004) (20)
- Patient reported outcomes can improve performance status assessment: a pilot study (2019) (20)
- Game development for experience through staying there (2006) (20)
- CLeVer : a Feature Subset Selection Technique for Multivariate Time Series ? ( Full Version ) (2005) (20)
- 2D topological and direction relations in the world of minimum bounding circles (1999) (20)
- Immersidata Management: Challenges in Management of Data Generated within an Immersive Environment (1999) (20)
- Yima: Design and Evaluation of a Streaming Media System for Residential Broadband Services (2001) (20)
- A Probe-Based Technique to Optimize Join Queries in Distributed Internet Databases (2000) (20)
- Towards Fast and Accurate Solutions to Vehicle Routing in a Large-Scale and Dynamic Environment (2015) (19)
- Key Frame Selection Algorithms for Automatic Generation of Panoramic Images from Crowdsourced Geo-tagged Videos (2014) (19)
- Fair task assignment in spatial crowdsourcing (2020) (19)
- Inferring Social Strength from Spatiotemporal Data (2016) (19)
- GeoSocialBound: an efficient framework for estimating social POI boundaries using spatio--textual information (2016) (19)
- Retrieval of Composite Multimedia Objects (1995) (18)
- Efficient viewpoint assignment for urban texture documentation (2009) (18)
- Retransmission-based error control in a many-to-many client-server environment (2003) (18)
- Spatial influence - measuring followship in the real world (2016) (18)
- Automating the detection of breaks in continuous user experience with computer games (2005) (18)
- Approximate voronoi cell computation on spatial data streams (2007) (18)
- SKIF-P: a point-based indexing and ranking of web documents for spatial-keyword search (2012) (17)
- A PCA-based Kernel for Kernel PCA on Multivariate Time Series (2005) (17)
- REACT: real-time contact tracing and risk monitoring using privacy-enhanced mobile tracking (2020) (17)
- Analysis of clustering techniques to detect hand signs (2001) (17)
- A Redundant Hierachical Structure for a Distributed Continuous Media Server (1997) (17)
- CL eVer: A Feature Subset Selection Technique for Multivariate Time Series (2005) (17)
- Location Privacy in Spatial Crowdsourcing (2017) (17)
- Feature Matrices: A Model for Efficient and Anonymous Web Usage Mining (2001) (17)
- Image Similarity Measures (2003) (16)
- Efficient retrieval and spatial querying of 2D objects (1999) (16)
- Touch in Immersive Environments (2000) (16)
- Learning Approximate Thematic Maps from Labeled Geospatial Data (2004) (16)
- Identification of Developmental Delay in Infants Using Wearable Sensors: Full-Day Leg Movement Statistical Feature Analysis (2019) (16)
- Automatically and Efficiently Matching Road Networks with Spatial Attributes in Unknown Geometry Systems (2006) (16)
- Image Classification to Determine the Level of Street Cleanliness: A Case Study (2018) (16)
- 2D TSA-tree: a wavelet-based approach to improve the efficiency of multi-level spatial data mining (2001) (15)
- Geodec: Enabling Geospatial Decision Making (2006) (15)
- Resource Scheduling (2009) (15)
- Bipartite Graph Neural Networks for Efficient Node Representation Learning (2019) (15)
- Efficiently querying moving objects with pre-defined paths in a distributed environment (2001) (15)
- Utilizing Voronoi Cells of Location Data Streams for Accurate Computation of Aggregate Functions in Sensor Networks (2006) (15)
- Active key frame selection for 3D model reconstruction from crowdsourced geo-tagged videos (2014) (14)
- TheaterLoc: using information integration technology to rapidly build virtual applications (2000) (14)
- How to evaluate multiple range-sum queries progressively (2002) (14)
- Toward Accurate Spatiotemporal COVID-19 Risk Scores Using High-Resolution Real-World Mobility Data (2020) (14)
- DeepTRANS: A Deep Learning System for Public Bus Travel Time Estimation using Traffic Forecasting (2020) (14)
- DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis (2019) (14)
- Searchable Querical Data Networks (2003) (14)
- Scenic Routes Now: Efficiently Solving the Time-Dependent Arc Orienteering Problem (2016) (14)
- Cascade-BGNN: Toward Efficient Self-supervised Representation Learning on Large-scale Bipartite Graphs (2022) (14)
- ADAPT-pricing: a dynamic and predictive technique for pricing to maximize revenue in ridesharing platforms (2018) (14)
- SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling (2021) (13)
- A Utility-Preserving and Scalable Technique for Protecting Location Data with Geo-Indistinguishability (2019) (13)
- On on-line task assignment in spatial crowdsourcing (2017) (13)
- Soft query in image retrieval systems (1999) (13)
- ToSS-it: A Cloud-Based Throwaway Spatial Index Structure for Dynamic Location Data (2014) (13)
- An efficient index structure for large-scale geo-tagged video databases (2014) (13)
- Spatiotemporal summarization of traffic data streams (2010) (13)
- Spatial Coverage Measurement of Geo- Tagged Visual Data: A Database Approach (2018) (12)
- Differentially Private H-Tree (2015) (12)
- A Review on the Applications of Crowdsourcing in Human Pathology (2017) (12)
- A hybrid aggregation and compression technique for road network databases (2008) (12)
- Automatically and Accurately Conflating Satellite Imagery and Maps (2003) (12)
- INSITE: A Tool for Interpreting Users? Interaction with a Web Space (2000) (12)
- Web data retrieval: solving spatial range queries using k-nearest neighbor searches (2009) (12)
- A Privacy-Preserving, Accountable and Spam-Resilient Geo-Marketplace (2019) (12)
- Hybrid Query and Data Ordering for Fast and Progressive Range-Aggregate Query Answering (2005) (12)
- On Scheduling Atomic and Composite Continuous Media Objects (2002) (11)
- Continuous archival and analysis of user data in virtual and immersive game environments (2005) (11)
- Automatic Abstracting (2009) (11)
- Supporting Range Queries on Web Data Using k-Nearest Neighbor Search (2007) (11)
- Proceedings of the 13th annual ACM international workshop on Geographic information systems (2005) (11)
- Super-Streaming: A New Object Delivery Paradigm for Continuous Media Servers (2000) (11)
- Enforcing k nearest neighbor query integrity on road networks (2012) (11)
- Resiliency and robustness of alternative shape-based image retrieval techniques (2000) (11)
- Inferring Traffic Incident Start Time with Loop Sensor Data (2016) (10)
- Utilizing Bio-Mechanical Characteristics For User-Independent Gesture Recognition (2005) (10)
- Temporal-Textual Retrieval: Time and Keyword Search in Web Documents (2012) (10)
- Crowdsourcing What Is Where: Community-Contributed Photos as Volunteered Geographic Information (2010) (10)
- Optimal traversal planning in road networks with navigational constraints (2007) (10)
- Alternative representations and abstractions for moving sensors databases (2001) (10)
- Hybrid Indexes for Spatial-Visual Search (2017) (10)
- MultiFusionNet: Atrial Fibrillation Detection With Deep Neural Networks. (2020) (10)
- Efficient Viewpoint Selection for Urban Texture Documentation (2009) (10)
- A general approach to discovering, registering, and extracting features from raster maps (2010) (9)
- A multi-threshold online smoothing technique for variable rate multimedia streams (2006) (9)
- On scheduling atomic and composite multimedia objects (1995) (9)
- TheaterLoc: A Case Study in Building An Information Integration System (1999) (9)
- Use of Wearable Activity Tracker in Patients With Cancer Undergoing Chemotherapy: Toward Evaluating Risk of Unplanned Health Care Encounters (2020) (9)
- Modelling P2P data networks under complex system theory (2007) (9)
- Los angeles metro bus data analysis using GPS trajectory and schedule data (demo paper) (2018) (9)
- A Multi-Resolution Compression Scheme for EfficientWindow Queries over Road Network Databases (2006) (9)
- Outlier Detection in Non-stationary Data Streams (2019) (9)
- Proceedings of the 2013 IEEE International Conference on Big Data (2013) (9)
- INsite: introduction to a generic paradigm for interpreting user-Web space interaction (1999) (9)
- Fast Approximate Evaluation of OLAP Queries for Integrated Statistical Data (2001) (9)
- Nearest neighbor queries in spatial network databases (2004) (8)
- Rich Media (2009) (8)
- Cost-efficient partitioning of spatial data on cloud (2015) (8)
- ADMSv2: A Modern Architecture for Transportation Data Management and Analysis (2019) (8)
- GEOSO - A Geo-Social Model: From Real-World Co-occurrences to Social Connections (2011) (8)
- TVDP: Translational Visual Data Platform for Smart Cities (2019) (8)
- Scheduling the retrievals of continuous media objects (1996) (8)
- ProDA: An End-to-End Wavelet-Based OLAP System for Massive Datasets (2008) (8)
- Personalization of Web Search Using Social Signals (2015) (8)
- Recognizing Material of a Covered Object: A Case Study With Graffiti (2019) (8)
- TheaterLoc: a case study in building an information integration application (1999) (8)
- Immersidata Analysis: Four Case Studies (2007) (8)
- Hash-based labeling techniques for storage scaling (2005) (8)
- Voronoi Diagrams for Query Processing (2008) (8)
- Additively Weighted Voronoi Diagrams for Optimal Sequenced Route Queries (2006) (8)
- Yoda, an adaptive soft classification model: content-based similarity queries and beyond (2003) (8)
- Improving User Profiles for E-Commerce by Genetic Algorithms (2002) (7)
- A Data-Centric Approach for Image Scene Localization (2018) (7)
- An entropy-based framework for efficient post-disaster assessment based on crowdsourced data (2016) (7)
- A Class of R*-tree Indexes for Spatial-Visual Search of Geo-tagged Street Images (2020) (7)
- D-ToSS: A Distributed Throwaway Spatial Index Structure for Dynamic Location Data (2016) (7)
- A secure location-based alert system with tunable privacy-performance trade-off (2020) (7)
- Profile Aware Retrieval Optimizer for Continuous Media (1997) (7)
- Efficient Indexing and Querying of Geo-tagged Aerial Videos (2017) (7)
- An Experimental Study of the Effectiveness of Clustered AGgregation ( CAG ) Leveraging Spatial and Temporal Correlations in Wireless Sensor Networks (2005) (7)
- Privacy Preserving Reverse k-Nearest Neighbor Queries (2018) (7)
- SWAM : A Family of Access Methods for Similarity Search in Querical Data Networks (2004) (7)
- ProDA: a suite of web-services for progressive data analysis (2005) (7)
- Approximate Voronoi Cell Computation on Geometric Data Streams (2004) (6)
- CrimeForecaster: Crime Prediction by Exploiting the Geographical Neighborhoods' Spatiotemporal Dependencies (2020) (6)
- Traffic Accident Detection with Spatiotemporal Impact Measurement (2018) (6)
- Exploring the inherent technical challenges in realizing the potential of Big Data (2014) (6)
- RMI system: Internet meets the future home theatre (2004) (6)
- The Pareto Principle Is Everywhere: Finding Informative Sentences for Opinion Summarization Through Leader Detection (2015) (6)
- EntityBases: Compiling, Organizing and Querying Massive Entity Repositories (2007) (6)
- Optimal group route query: Finding itinerary for group of users in spatial databases (2018) (6)
- Yima : A Second Generation of Continuous Media Servers (6)
- ASTRO: Reducing COVID-19 Exposure through Contact Prediction and Avoidance (2021) (6)
- Geospatial Data Integration (2008) (6)
- An empirical study of workers' behavior in spatial crowdsourcing (2016) (6)
- Distributed Spatial Skyline Query Processing in Wireless Sensor Networks ⋆ (2009) (6)
- Scalable shortest paths browsing on land surface (2010) (6)
- Audio Feature Extraction (2009) (6)
- Incorporating Geo-Tagged Mobile Videos into Context-Aware Augmented Reality Applications (2016) (6)
- Visual Similarity (2009) (6)
- A Crowd-Based Image Learning Framework using Edge Computing for Smart City Applications (2019) (6)
- A Neural Database for Differentially Private Spatial Range Queries (2021) (6)
- The WorlInfo Assistant: Spatio-Temporal Information Integration on the Web (2001) (5)
- Multi-user Itinerary Planning for Optimal Group Preference (2017) (5)
- Leveraging georeferenced meta-data for the management of large video collections (2010) (5)
- Alternative strategies for Performing Spatial Joins on Web Sources (2004) (5)
- A Run-Time Based Technique to Optimize Queries in Distributed Internet Databases (2003) (5)
- An overview of techniques to support continuous retrieval of multimedia objects (1993) (5)
- HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting (2021) (5)
- The Neuroanatomical Rat Brain Viewer (NeuARt) (2001) (5)
- Software engineering tools and approaches for neuroinformatics: the design and implementation of the View-Primitive Data Model framework (VPDMf) (2002) (5)
- Monitoring mobility disorders at home using 3D visual sensors and mobile sensors (2013) (5)
- Automatic alignment of vector data and orthoimagery for the national map (2006) (5)
- Integrating the World : The WorldInfo Assistant (5)
- Low‐dimensional dynamical characterization of human performance of cancer patients using motion data (2018) (5)
- Privacy in location-based applications; going beyond k-anonymity, cloaking and anonymizers (2010) (5)
- HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data (2021) (5)
- BroadScale: Efficient scaling of heterogeneous storage systems (2006) (5)
- Modeling Data of Immersive Environments (2002) (5)
- PerNav: A Route Summarization Framework for Personalized Navigation (2016) (5)
- Visualization of Spatial Neuroanatomical Data (1999) (5)
- Data placement techniques for serpentine tapes (2000) (5)
- Efficient algorithms for answering reverse spatial-keyword nearest neighbor queries (2015) (4)
- Fixed-precision approximate continuous aggregate queries in peer-to-peer databases (2008) (4)
- Enhancing the Performance of Spatial Queries on Encrypted Data Through Graph Embedding (2020) (4)
- VAMBC: A Variational Approach for Mobility Behavior Clustering (2021) (4)
- Mobility Data Science (Dagstuhl Seminar 22021) (2022) (4)
- Restricted Data (2009) (4)
- Web and Big Data (2017) (4)
- Geographic Segmentation via Latent Poisson Factor Model (2016) (4)
- TransDec: A Data-Driven Framework for Decision-Making in Transportation Systems (2009) (4)
- Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling (2020) (4)
- Fast Distance-based Outlier Detection in Data Streams based on Micro-clusters (2019) (4)
- Partial Selection Query in Peer-to-Peer Databases (2006) (4)
- Multiple index structures for efficient retrieval of 2D objects (1999) (4)
- Adversarial Representation Learning on Large-Scale Bipartite Graphs (2019) (4)
- Brief announcement: efficient flooding in power-law networks (2003) (4)
- Selectively materializing data in mediators by analyzing source structure, query distribution and maintenance cost (1999) (4)
- Partial read from peer-to-peer databases (2008) (4)
- Mining Human Mobility to Quantify Performance Status (2017) (4)
- A Wavelet-Based Approach to Improve the E ciency of Multi-Level Surprise Mining? (2001) (4)
- Using location based social networks for quality-aware participatory data transfer (2010) (4)
- Querying geo-tagged videos for vision applications using spatial metadata (2017) (4)
- Visual Data Analysis (2009) (3)
- Wavelet Disk Placement for E � cient Querying of Large Multidimensional Data Sets (2003) (3)
- REACT: Real-Time Contact Tracing and Risk Monitoring via Privacy-Enhanced Mobile Tracking (2021) (3)
- POLAP: A Fast Wavelet-based Technique for Progressive Evaluation of OLAP Queries (2001) (3)
- Continuous Display of Video Objects Using Multi-Zone Disks (2007) (3)
- Two-Phase Decision Fusion Based On User Preference ∗ (2003) (3)
- EFFICIENT SUPPORT OF SOFT QUERY IN IMAGE RETRIEVAL SYSTEMS (2000) (3)
- Plot Query Processing with Wavelets (2008) (3)
- Validation of Automated Mobility Assessment Using a Single 3D Sensor (2016) (3)
- Integer-arithmetic-only Certified Robustness for Quantized Neural Networks (2021) (3)
- Continuous Media Retrieval Optimizer for Hierarchical Storage Structures (1998) (3)
- Vicariously there: connected with and through our own and other characters (2005) (3)
- GeoSIM: A Geospatial Data Collection System for Participatory Urban Texture Documentation (2010) (3)
- Location Privacy in Geospatial Decision-Making (2007) (3)
- Clustering Mixed-Type Data with Correlation-Preserving Embedding (2021) (3)
- GeoMatchMaker : Automatic and Efficient Matching of Vector Data with Spatial Attributes in Unknown Geometry Systems (2005) (3)
- Secure Dynamic Skyline Queries Using Result Materialization (2021) (3)
- Poster abstract: A distributed algorithm to compute spatial skyline in wireless sensor networks (2009) (3)
- Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems (2007) (3)
- MBC-based shape retrieval: basics, optimizations, and open problems (2006) (3)
- Modelling Peer-to-Peer Data Networks Under Complex System Theory (2005) (3)
- Quantifying Intrinsic Value of Information of Trajectories (2021) (3)
- Visualizing Spatial Data (2009) (3)
- Spatial Privacy Pricing: The Interplay between Privacy, Utility and Price in Geo-Marketplaces (2020) (3)
- Utilizing Voronoi Cells of Location Data Streams for Accurate Computation of Aggregate Functions in Sensor Networks (2007) (3)
- Disk Labeling Techniques : Hash-Based Approaches to Disk Scaling ∗ (2003) (2)
- Efficient Approximate Visibility Query in Large Dynamic Environments (2010) (2)
- Epidemic Sampling for Search in Unstructured Peer-to-Peer Networks (2004) (2)
- Centralized Routing for Bike-Sharing Systems (2023) (2)
- The Future of Driverless Cars (2016) (2)
- Protecting against Inference Attacks on Co-Location Data (2019) (2)
- Wavelets for Querying Multidimensional Datasets (2005) (2)
- GeoDec: a multi-layered query processing framework for spatio-temporal data (2009) (2)
- A Case Study of Participatory Data Transfer for Urban Temperature Monitoring (2011) (2)
- Road Networks (2009) (2)
- Rapid Integration of Online and Geospatial Data Sources for Knowledge Discovery (2003) (2)
- Quantified Kinematics to Evaluate Patient Chemotherapy Risks in Clinic (2020) (2)
- On Acquisition and Analysis of Visual Data for Crowdsourcing Disaster Response (2016) (2)
- MASAA: a case study in building a distributed integrated media database (2000) (2)
- A Mutual Information-Based Metric for Identification of Nonlinear Injector Producer Relationships in Waterfloods (2009) (2)
- WOLAP : Wavelet-Based Range Aggregate Query Processing (2007) (2)
- Database Systems for Advanced Applications (2015) (2)
- Scalability evaluation of the Yima streaming media architecture (2005) (2)
- Predictive Path Planning (2017) (2)
- Label Propagation on K-Partite Graphs with Heterophily (2017) (2)
- AIDA: an Adaptive Immersive Data Analyzer (2004) (2)
- Hybrid Indexes to Expedite Spatial-Visual Search (2017) (2)
- Continuous display of presentations sharing clips (1995) (2)
- A Benchmark to Evaluate Mobile Video Upload to Cloud Infrastructures (2014) (2)
- A Web-Based Visualization Tool for 3D Spatial Coverage Measurement of Aerial Images (2020) (2)
- Gift: A geospatial image and video filtering tool for computer vision applications with geo-tagged mobile videos (2015) (2)
- DeepTRANS (2020) (2)
- Data-driven Traffic Index from Sparse and Incomplete Data (2022) (1)
- Efficient minimum bounding circle-based shape retrieval and spatial querying (2000) (1)
- PLACEMENT OF CONTINUOUS MEDIA IN MULTI-ZONE DISKS (2015) (1)
- A Buffering Policy for Distributed Continuous Media Servers (1998) (1)
- An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes (2021) (1)
- Applications of Sensor Network Data Management (2009) (1)
- Models and Mechanisms for Spatial Data Fairness (2022) (1)
- Users plan optimization for participatory urban texture documentation (2012) (1)
- Reverse Nearest Neighbor Search (2009) (1)
- Introduction to the Special Issue on Intelligent Trajectory Analytics: Part II (2022) (1)
- A Unified Framework to Incorporate Soft Query into Image Retrieval Systems (2001) (1)
- Piaget: A Probabilistic Inference Approach for Geolocating Historical Buildings (2020) (1)
- CrowdMap: Spatiotemporal Visualization of Anonymous Occupancy Data for Pandemic Response (2021) (1)
- Multidimensional Index Structures (2003) (1)
- The Remote Media Immersion System ∗ Internet Meets the Future Home Theater (2003) (1)
- EPICGen: An Experimental Platform for Indoor Congestion Generation and Forecasting (2021) (1)
- NeuroDB: A Neural Network Framework for Answering Range Aggregate Queries and Beyond (2021) (1)
- Dynamic Skyline Queries on Encrypted Data Using Result Materialization (2020) (1)
- Resource management in distributed continuous media servers (1999) (1)
- Chapter 4.2 – Perspective: Geographical Information Systems (2001) (1)
- 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, ACM-GIS 2009, November 4-6, 2009, Seattle, Washington, USA, Proceedings (2009) (1)
- 15th ACM International Symposium on Geographic Information Systems, ACM-GIS 2007, November 7-9, 2007, Seattle, Washington, USA, Proceedings (2007) (1)
- L-BGNN: Layerwise Trained Bipartite Graph Neural Networks. (2022) (1)
- Selective placement and replication strategies for storing audio clips in a naval application (1998) (1)
- A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy (2022) (1)
- Unveiling and Mitigating Bias in Ride-Hailing Pricing for Equitable Policy Making (2023) (1)
- 3D Spatial Coverage Measurement of Aerial Images (2020) (1)
- Yima: real-time multimedia storage and retrieval (2002) (1)
- Kartta Labs: Collaborative Time Travel (2020) (1)
- Moball-Buoy Network: A Near-Real-Time Ground-Truth Distributed Monitoring System to Map Ice, Weather, Chemical Species, and Radiations, in the Arctic (2014) (1)
- Database Systems for Advanced Applications (2011) (1)
- Differentially Private Publication of Location Entropy ( Technical Report ) (2016) (1)
- Querical Data Networks (2005) (1)
- Spatial Aggregation of Visual Features for Image Data Search in a Large Geo-Tagged Image Dataset (2019) (1)
- Advances in Spatial and Temporal Databases - 14th International Symposium, SSTD 2015 (proceedings) (Editors) (2015) (1)
- Report on the first IEEE international workshop on networking meets databases (NetDB'05) (2005) (1)
- Representation Learning for Early Sepsis Prediction (2019) (1)
- Understanding of User Behavior in Immersive Environments (2001) (1)
- Raster Data Management (2009) (1)
- Crosstown Foundry: A Scalable Data-driven Journalism Platform for Hyper-local News (2021) (1)
- Analysis and Prediction of Spatiotemporal Impact of Traffic Incidents for Better Mobility and Safety inTransportation Systems (2015) (1)
- Spatial Keyframe Extraction Of Mobile Videos For Efficient Object Detection At The Edge (2020) (1)
- Run-Time Optimizations of Join Queries forDistributed Databases over the Internet (2003) (1)
- Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops (2022) (1)
- Distributed Multimedia Systems (1999) (1)
- Accident Impact Prediction (2017) (1)
- Enabling query answering in a trustworthy privacy-aware spatial crowdsourcing (2012) (1)
- Inferring Real-World Relationships from Spatiotemporal Data (2015) (1)
- Multi-Layer Gesture Recognition : An Experimental Evaluation (1)
- Towards Automated Performance Status Assessment: Temporal Alignment of Motion Skeleton Time Series (2020) (1)
- Anonymity in Location-Based Services (2009) (1)
- Placement of DNN Models on Mobile Edge Devices for Effective Video Analysis (2021) (1)
- Proceedings of the 13th ACM International Workshop on Geographic Information Systems (ACM-GIS 2005) (2005) (0)
- MBC Optimization Techniques (2003) (0)
- Temporal Modeling of Spatiotemporal Networks (2009) (0)
- Proceedings of the 2nd international workshop on Web information and data management (1999) (0)
- Voronoi Diagrams (2009) (0)
- Object delivery in distributed continuous media servers (1998) (0)
- SPATIAL AND TEMPORAL QUERY SUPPORT FOR GEOSPATIAL DECISION MAKING (2006) (0)
- Spatial crowdsourcing: a survey (2019) (0)
- Spatial gems: a new type of workshop at the SIGSPATIAL conference (2019) (0)
- Deep-Learning Traffic Flow Prediction for Forecasting Performance Measurement of Public Transportation Systems (2020) (0)
- FloraVision: A Spatial Crowd-based Learning System for California Native Plants (2021) (0)
- Stream Traffic Data Archival, Querying, and Analysis with TransDec (2011) (0)
- Ensuring query integrity for spatial data in the cloud (2012) (0)
- Image Shape Features (2003) (0)
- Scalable randomization for dynamic data storage (2003) (0)
- Institutional Knowledge at Singapore Management University Institutional Knowledge at Singapore Management University A survey of spatial crowdsourcing A survey of spatial crowdsourcing (2020) (0)
- Database Systems for Advanced Applications: Part II (2015) (0)
- Performance Analysis of Audio-Based Similarity Queries Using Clustering (2007) (0)
- Scalability Evaluation of the (2004) (0)
- ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), Kansas City, Missouri, USA, November 5-6, 1999 (1999) (0)
- Objective metrics of patient activity: Use of wearable trackers and patient reported outcomes in predicting unexpected healthcare events in cancer patients undergoing highly emetogenic chemotherapy. (2018) (0)
- k-NN Search in Time-Dependent Road Networks (2017) (0)
- 13th ACM International Workshop on Geographic Information Systems, ACM-GIS 2005, November 4-5, 2005, Bremen, Germany, Proceedings (2005) (0)
- Title: Analysis and Prediction of Spatiotemporal Impact of Traffic Incidents for Better Mobility and Safety in Transportation System (2016) (0)
- Location Privacy and Autonomous Evaluation of Distance Queries in Mobile Sensor Networks (2007) (0)
- Urban Sensing or Personal and Participatory Sensing (2009) (0)
- Video Skimming (2009) (0)
- Towards Scalable and Efficient Client Selection for Federated Object Detection (2022) (0)
- Proceedings of the second International Workshop on Web Information and Data Management (WIDM '99) : in conjunction with the International Conference on Information and Knowledge Management (CIKM '99), November 5 and 6, 1999, Kansas City, Missouri (1999) (0)
- Technical perspective: Computing the value of location data (2020) (0)
- Progression‐Preserving Dimension Reduction for High‐Dimensional Sensor Data Visualization (2013) (0)
- Towards Private Navigation of Tree Structured Spatial Indexes (2011) (0)
- TeraWorld: Efficiently Accessing and Integrating Worldwide Geographic Data (2003) (0)
- Video Indexing (2009) (0)
- Adaptive Database Replication (2009) (0)
- Cost Analysis of Serpentine Tape Data Placement Techniques in Support of Continuous Media Display (2015) (0)
- An Evaluation of Time-Series Anomaly Detection in Computer Networks (2023) (0)
- Models and Mechanisms for Fairness in Location Data Processing (2022) (0)
- Exploring the Spatial-Visual Locality of Geo-tagged Urban Street Images (2021) (0)
- Efficient and accurate in-network processing for monitoring applications in wireless sensor networks (2008) (0)
- Essentials for Modern Data Analysis Systems ∗ (2006) (0)
- D IFFUSION C ONVOLUTIONAL R ECURRENT N EURAL N ETWORK : D ATA -D RIVEN T RAFFIC F ORECASTING (2022) (0)
- Proteus : A System for Execution of Dynamically Composed Web Services Using GXA Topic Area : Global XML Web Services Architecture ( GXA ) (2002) (0)
- Goal: To study, design, and develop a peer-to-peer stream-sharing framework that enables applications such as distance collaborative learning and virtual reality film-making, on a large scale. Peer-to-Peer Streaming (2003) (0)
- Accident Impact Prediction. (2015) (0)
- MR-Cubes: On-the-Fly Computation of Location Popularity from Check-in Data Streams (2019) (0)
- Shape Similarity Matching Queries (2003) (0)
- Supporting Secure Dynamic Alert Zones Using Searchable Encryption and Graph Embedding (2023) (0)
- Immersidata Management and Analysis For Game Development and Assessment For Staying There (2006) (0)
- Big Data: Challenges and Opportunities for Disaster Recovery (NII Shonan Meeting 2016-6) (2016) (0)
- Data placement techniques for multimedia hierarchical storage systems (1999) (0)
- Web and Big Data (2017) (0)
- BroadScale : Heterogeneous Scaling of Randomly Labeled Disks (2003) (0)
- Combining textual web search with spatial, temporal and social aspects of the web (2013) (0)
- Adversarial Information Retrieval (2009) (0)
- The 2nd ACM SIGSPATIAL International Workshop on Spatial Gems (2021) (0)
- Gaussian Process for Trajectories (2021) (0)
- Visualization of Spatial Neuroanatomical Data (extended Abstract) (1998) (0)
- Differentially-Private Next-Location Prediction with Neural Networks (2020) (0)
- Alternative Image Description Techniques (2003) (0)
- GeoSocial Data Analytics (2017) (0)
- IWGS 2010 workshop report: The First ACM SIGSPATIAL International Workshop on Geostreaming (San Jose, California - November 2, 2010) (2011) (0)
- Differentially Private Occupancy Monitoring from WiFi Access Points (2022) (0)
- Multivariate time series analysis based on principal component analysis (2007) (0)
- Geospatial query processing in surface and hybrid spaces (2012) (0)
- Location Privacy (2008) (0)
- NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks (2022) (0)
- Vicariously there : connected with our own and other characters (2005) (0)
- Video Search (2009) (0)
- Spatial query processing using voronoi diagrams (2007) (0)
- Prototypical extensions to the paradigm of spatial search (2000) (0)
- Time-Dependent Reachability Analysis: A Data-Driven Approach (2019) (0)
- 2 3 A pr 2 01 7 Location Privacy in Spatial Crowdsourcing (2018) (0)
- Observations on MBC and MBR Approaches (2003) (0)
- Querying geo-tagged videos for vision applications using spatial metadata (2017) (0)
- Case Study: Scoop for Partial Read from P2P Database (2010) (0)
- SDPF: A Framework for Online, Real-time Cleansing of Upstream Operating Data (2013) (0)
- Query processing in time-dependent spatial networks (2012) (0)
- Learning a Contextual and Topological Representation of Areas-of-Interest for On-Demand Delivery Application (2020) (0)
- TAPAS: Trustworthy privacy-aware participatory sensing (2012) (0)
- 3 Querical Data Networks (2015) (0)
- CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GAN (2023) (0)
- Table of Contents. (2015) (0)
- Adaptive Metric Techniques (2009) (0)
- INTACT: a spatial query integrity assurance framework for location-based services (2010) (0)
- Fair Spatial Indexing: A paradigm for Group Spatial Fairness (2023) (0)
- Visual interaction design (2000) (0)
- Forecasting spatiotemporal impact of traffic incidents for next-generation navigation systems (2014) (0)
- Immersidata Four Case Studies (2007) (0)
- Chapter LXXXIII Querical Data Networks (2019) (0)
- Industry Perspective: Revolutionary Approach to Network Storage for the New Millennium (1998) (0)
- A Geospatial Framework for Dynamic Route Planning Using Congestion Prediction in Transportation Systems (2011) (0)
- HTF: Homogeneous Tree Framework for Differentially-Private Release of Large Geospatial Datasets with Self-Tuning Structure Height (2022) (0)
- GIS '05 : proceedings of the 13th ACM International Workshop on Geographic Information Systems : November 4-5, 2005, Bremen, Germany, co-located with CIKM 2005 (2005) (0)
- Wolap: wavelet-based on-line analytical processing (2008) (0)
- Approximate query answering in unstructured peer-to-peer databases (2007) (0)
- Introduction to the Special Issue on Intelligent Trajectory Analytics: Part I (2021) (0)
- Generation of Synthetic Urban Vehicle Trajectories (2022) (0)
- Image Description Techniques (2003) (0)
- Recovery Manager (2009) (0)
- On-the-fly Visualization of Scientific Geospatial Data Using Waveltes (2008) (0)
- Spatial gems 2019 workshop report: The 1st ACM SIGSPATIAL International Workshop on Spatial Gems (2020) (0)
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