Dong Wang

Nitesh V. Chawla

IEEE Trans. Big Data, 2020

FauxWard: a graph neural network approach to fauxtography detection using social media comments.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2020

DASC: Towards a road Damage-Aware Social-media-driven Car sensing framework for disaster response applications.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2020

Toward Privacy-Aware Task Allocation in Social Sensing-Based Edge Computing Systems.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Towards Privacy-aware Task Allocation in Social Sensing based Edge Computing Systems.

[BibT_eX]

[DOI]

CoRR, 2020

CovidSens: A Vision on Reliable Social Sensing based Risk Alerting Systems for COVID-19 Spread.

[BibT_eX]

[DOI]

CoRR, 2020

TransRes: A Deep Transfer Learning Approach to Migratable Image Super-Resolution in Remote Urban Sensing.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

A Multi-modal Graph Neural Network Approach to Traffic Risk Forecasting in Smart Urban Sensing.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

PQA-CNN: Towards Perceptual Quality Assured Single-Image Super-Resolution in Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

SocialDrone: An Integrated Social Media and Drone Sensing System for Reliable Disaster Response.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Poster Abstract: A Computational Model-Driven Hybrid Social Media and Drone-Based Wildfire Monitoring Framework.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Demo Abstract: Social Media-Driven UAV Sensing Frameworks in Disaster Response Applications.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

CompDrone: Towards Integrated Computational Model and Social Drone Based Wildfire Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Distributed Computing in Sensor Systems, 2020

FairFL: A Fair Federated Learning Approach to Reducing Demographic Bias in Privacy-Sensitive Classification Models.

[BibT_eX]

[DOI]

Ziyi Kou

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

ExFaux: A Weakly Supervised Approach to Explainable Fauxtography Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Hybrid Transfer Learning Approach to Migratable Disaster Assessment in Social Media Sensing.

[BibT_eX]

[DOI]

Ruohan Zong

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

CaMR: Towards Connotation-aware Music Retrieval on Social Media with Visual Inputs.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

Crowd-Assisted Disaster Scene Assessment with Human-AI Interactive Attention.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

On Scalable and Robust Truth Discovery in Big Data Social Media Sensing Applications.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2019

An online reinforcement learning approach to quality-cost-aware task allocation for multi-attribute social sensing.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2019

Towards reliable online clickbait video detection: A content-agnostic approach.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Characterizing online health and wellness information consumption: A study.

[BibT_eX]

[DOI]

Inf. Fusion, 2019

The Age of Social Sensing.

[BibT_eX]

[DOI]

Heng Ji

Lance M. Kaplan

Computer, 2019

Towards Reliability in Online High-Churn Edge Computing: A Deviceless Pipelining Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Smart Computing, 2019

EdgeBatch: Towards AI-Empowered Optimal Task Batching in Intelligent Edge Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time Systems Symposium, 2019

SocialCar: A Task Allocation Framework for Social Media Driven Vehicular Network Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

HeteroEdge: taming the heterogeneity of edge computing system in social sensing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

Heterogeneous social sensing edge computing system for deep learning based disaster response: demo abstract.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

An Integrated Top-down and Bottom-up Task Allocation Approach in Social Sensing based Edge Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Demo Abstract: Real-time Social Sensing Task Allocation Strategies in Heterogeneous Edge Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2019, 2019

Poster Abstract: A Dynamic Data-Driven Prediction Model for Sparse Collaborative Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2019, 2019

SEAD: Towards A Social-Media-Driven Energy-Aware Drone Sensing Framework.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

CrowdLearn: A Crowd-AI Hybrid System for Deep Learning-based Damage Assessment Applications.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

When Social Sensing Meets Edge Computing: Vision and Challenges.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

CollabDrone: A Collaborative Spatiotemporal-Aware Drone Sensing System Driven by Social Sensing Signals.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

EdgeCache: A Game-Theoretic Edge-Based Content Caching System for Crowd Video Sharing.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Towards Optimal Incentive-Driven Verification in Social Sensing Based Smart City Applications.

[BibT_eX]

[DOI]

EdgeStore: Towards an Edge-Based Distributed Storage System for Emergency Response.

[BibT_eX]

[DOI]

DeepRisk: A Deep Transfer Learning Approach to Migratable Traffic Risk Estimation in Intelligent Transportation Using Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

Social Edge Intelligence: Integrating Human and Artificial Intelligence at the Edge.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019

TransLand: An Adversarial Transfer Learning Approach for Migratable Urban Land Usage Classification using Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

VulnerCheck: A Content-Agnostic Detector for Online Hatred-Vulnerable Videos.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

RiskCast: social sensing based traffic risk forecasting via inductive multi-view learning.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Through the eyes of a poet: classical poetry recommendation with visual input on social media.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

A syntax-based learning approach to geo-locating abnormal traffic events using social sensing.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

Who to select: Identifying critical sources in social sensing.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Simulating Large-Scale Social Sensing Based Edge Computing Systems with Heterogeneous Network Configurations.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

Towards Reliable Hypothesis Validation in Social Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

Demo Abstract: Real-Time Heterogeneous Edge Computing System for Social Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2018

A Real-Time and Non-Cooperative Task Allocation Framework for Social Sensing Applications in Edge Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2018

Robust State Prediction with Incomplete and Noisy Measurements in Collaborative Sensing.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018

Towards Optimized Online Task Allocation in Cost-Sensitive Crowdsensing Applications.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

A Light-Weight and Quality-Aware Online Adaptive Sampling Approach for Streaming Social Sensing in Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Privacy-Aware Edge Computing in Social Sensing Applications Using Ring Signatures.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Optimizing Online Task Allocation for Multi-Attribute Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

Cooperative-Competitive Task Allocation in Edge Computing for Delay-Sensitive Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018

Poster: On Cost-Sensitive Task Allocation in Social Sensing: An Online Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Distributed Computing in Sensor Systems, 2018

On Opinion Characterization in Social Sensing: A Multi-view Subspace Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Distributed Computing in Sensor Systems, 2018

StreamGuard: A Bayesian Network Approach to Copyright Infringement Detection Problem in Large-scale Live Video Sharing Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

FauxBuster: A Content-free Fauxtography Detector Using Social Media Comments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

RiskSens: A Multi-view Learning Approach to Identifying Risky Traffic Locations in Intelligent Transportation Systems Using Social and Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Crowdsourcing-Based Copyright Infringement Detection in Live Video Streams.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Towards Reliable Missing Truth Discovery in Online Social Media Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

An End-to-End Scalable Copyright Detection System for Online Video Sharing Platforms.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

An Unsupervised Approach to Inferring the Localness of People Using Incomplete Geotemporal Online Check-In Data.

[BibT_eX]

[DOI]

Jun Tao

ACM Trans. Intell. Syst. Technol., 2017

Toward local family relationship discovery in location-based social network.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2017

ClariSense+: An enhanced traffic anomaly explanation service using social network feeds.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2017

Towards social-aware interesting place finding in social sensing applications.

[BibT_eX]

[DOI]

Brian Mann

Knowl. Based Syst., 2017

Exploring Scalability and Time-Sensitiveness in Reliable Social Sensing With Accuracy Assessment.

[BibT_eX]

[DOI]

IEEE Access, 2017

UAPD: Predicting Urban Anomalies from Spatial-Temporal Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

A Neural Network Approach for Truth Discovery in Social Sensing.

[BibT_eX]

[DOI]

Arturo Argueta

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Where are you from: Home location profiling of crowd sensors from noisy and sparse crowdsourcing data.

[BibT_eX]

[DOI]

Shenglong Zhu

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Towards Scalable and Dynamic Social Sensing Using A Distributed Computing Framework.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Critical Source Selection in Social Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Distributed Computing in Sensor Systems, 2017

Large-scale point-of-interest category prediction using natural language processing models.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Constraint-aware dynamic truth discovery in big data social media sensing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Towards Diversified Local Users Identification Using Location Based Social Networks.

[BibT_eX]

[DOI]

Shenglong Zhu

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016

Gender Differences in Communication Behaviors, Spatial Proximity Patterns, and Mobility Habits.

[BibT_eX]

[DOI]

CoRR, 2016

Towards Emotional-Aware Truth Discovery in Social Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Mood-Sensitive Truth Discovery For Reliable Recommendation Systems in Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Topic-Aware Social Sensing with Arbitrary Source Dependency Graphs.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Towards Reliable Social Sensing in Cyber-Physical-Social Systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Theme-Relevant Truth Discovery on Twitter: An Estimation Theoretic Approach.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Hardness-Aware Truth Discovery in Social Sensing Applications.

[BibT_eX]

[DOI]

Munira Syed

Proceedings of the International Conference on Distributed Computing in Sensor Systems, 2016

Unsupervised Interesting Places Discovery in Location-Based Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Distributed Computing in Sensor Systems, 2016

Crowdsourcing-based Urban Anomaly Prediction System for Smart Cities.

[BibT_eX]

[DOI]

Xian Wu

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

On robust truth discovery in sparse social media sensing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Towards unsupervised home location inference from online social media.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Exploiting spatial-temporal-social constraints for localness inference using online social media.

[BibT_eX]

[DOI]

Nooreddin Naghibolhosseini

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Reliable social sensing with physical constraints: analytic bounds and performance evaluation.

[BibT_eX]

[DOI]

Real Time Syst., 2015

Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response.

[BibT_eX]

[DOI]

Mohammad Hosseini

CoRR, 2015

Spatial-Temporal Aware Truth Finding in Big Data Social Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

On Interesting Place Finding in Social Sensing: An Emerging Smart City Application Paradigm.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Confidence-aware truth estimation in social sensing applications.

[BibT_eX]

[DOI]

Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015

On spatial-temporal truth finding in social sensing.

[BibT_eX]

[DOI]

Nitesh V. Chawla

Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015

Demo paper: A confidence-aware truth estimation tool for social sensing applications.

[BibT_eX]

[DOI]

Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015

Towards Time-Sensitive Truth Discovery in Social Sensing Applications.

[BibT_eX]

[DOI]

Nitesh V. Chawla

Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

Time-Aware Truth Discovery in Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

Link weight based truth discovery in social sensing.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

2014

Maximum likelihood analysis of conflicting observations in social sensing.

[BibT_eX]

[DOI]

Lance M. Kaplan

ACM Trans. Sens. Networks, 2014

Provenance-Assisted Classification in Social Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

Surrogate mobile sensing.

[BibT_eX]

[DOI]

Lance M. Kaplan

IEEE Commun. Mag., 2014

Towards Cyber-Physical Systems in Social Spaces: The Data Reliability Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Using humans as sensors: an estimation-theoretic perspective.

[BibT_eX]

[DOI]

Hieu Khac Le

Proceedings of the IPSN'14, 2014

Data Extrapolation in Social Sensing for Disaster Response.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2014

Crowd-Sensing with Polarized Sources.

[BibT_eX]

[DOI]

Md. Tanvir Al Amin

Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2014

2013

On Credibility Estimation Tradeoffs in Assured Social Sensing.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Extrapolation from participatory sensing data.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Exploitation of Physical Constraints for Reliable Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 34th Real-Time Systems Symposium, 2013

Recursive Fact-Finding: A Streaming Approach to Truth Estimation in Crowdsourcing Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

2012

On quantifying the quality of information in social sensing

[BibT_eX]

[DOI]

PhD thesis, 2012

Energy-optimal Batching periods for asynchronous multistage data processing on sensor nodes: foundations and an mPlatform case study.

[BibT_eX]

[DOI]

Real Time Syst., 2012

On scalability and robustness limitations of real and asymptotic confidence bounds in social sensing.

[BibT_eX]

[DOI]

Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

On truth discovery in social sensing: a maximum likelihood estimation approach.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

Free-form text summarization in social sensing.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

Tweet Ranking Based on Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the COLING 2012, 2012

2011

OptiTuner: On Performance Composition and Server Farm Energy Minimization Application.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2011

Distilling likely truth from noisy streaming data with Apollo.

[BibT_eX]

[DOI]

Hieu Khac Le

Hossein Ahmadi

Md. Yusuf Sarwar Uddin

Raghu K. Ganti

Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

On Bayesian interpretation of fact-finding in information networks.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Fusion, 2011

Optimizing quality-of-information in cost-sensitive sensor data fusion.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing in Sensor Systems, 2011

2010

Energy-optimal Batching Periods for Asynchronous Multistage Data Processing on Sensor Nodes: Foundations and an mPlatform Case Study.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE Real-Time and Embedded Technology and Applications Symposium, 2010

2009

End-User Diagnosis of Communication Paths in Sensor Network Systems.

[BibT_eX]

[DOI]

Qing Cao