Chang-Tien Lu

IEEE Trans. Comput. Soc. Syst., April, 2023

Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., March, 2023

Memetic Algorithms for Spatial Partitioning Problems.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., March, 2023

Fast and adaptive dynamics-on-graphs to dynamics-of-graphs translation.

[BibT_eX]

[DOI]

Frontiers Big Data, January, 2023

Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization.

[BibT_eX]

[DOI]

CoRR, 2023

Med-MMHL: A Multi-Modal Dataset for Detecting Human- and LLM-Generated Misinformation in the Medical Domain.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning.

[BibT_eX]

[DOI]

Dongjie Wang

Yanjie Fu

CoRR, 2023

DG-Trans: Dual-level Graph Transformer for Spatiotemporal Incident Impact Prediction on Traffic Networks.

[BibT_eX]

[DOI]

Yanshen Sun

CoRR, 2023

LANS: Large-scale Arabic News Summarization Corpus.

[BibT_eX]

[DOI]

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

MetroScope: An Advanced System for Real-Time Detection and Analysis of Metro-Related Threats and Events via Twitter.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Infinitely Deep Graph Transformation Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Spatial Temporal Graph Neural Networks for Decentralized Control of Robot Swarms.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

More than Just a Diagnosis: A Multi-Task Approach to Analyzing Bipolar Disorder on Reddit via DeMHeM.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Stock Movement and Volatility Prediction from Tweets, Macroeconomic Factors and Historical Prices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

RoadFormer: Road-Anchored Adversarial Dynamic Graph Transformer for Unlimited-Range Traffic Incident Impact Prediction.

[BibT_eX]

[DOI]

Yanshen Sun

Proceedings of the IEEE International Conference on Big Data, 2023

Balancing the Scales: HyperSMOTE for Enhanced Hypergraph Classification.

[BibT_eX]

[DOI]

Lulwah Alkulaib

Proceedings of the IEEE International Conference on Big Data, 2023

UniMHe: Unified Multi Hyperedge Prediction A Case Study on Crime Dataset.

[BibT_eX]

[DOI]

Melike Yildiz Aktas

Lulwah Alkulaib

Proceedings of the IEEE International Conference on Big Data, 2023

LightK-DSGCN: Depression Detection in EEGs with Lightweight Kalman Filter-aided Dual-Stream Graph Convolutional Networks.

[BibT_eX]

[DOI]

Yanshen Sun

Jianger Yu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

ALERTA-Net: A Temporal Distance-Aware Recurrent Networks for Stock Movement and Volatility Prediction.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

Hypergraph Text Classification for Mental Health Misleading Advice.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

From Guest to Family: An Innovative Framework for Enhancing Memorable Experiences in the Hotel Industry.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Spatio-Temporal Event Forecasting Using Incremental Multi-Source Feature Learning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Online and Distributed Robust Regressions with Extremely Noisy Labels.

[BibT_eX]

[DOI]

Shuo Lei

ACM Trans. Knowl. Discov. Data, 2022

Detecting anomalous traffic behaviors with seasonal deep Kalman filter graph convolutional neural networks.

[BibT_eX]

[DOI]

J. King Saud Univ. Comput. Inf. Sci., 2022

Semantic inpainting on segmentation map via multi-expansion loss.

[BibT_eX]

[DOI]

Neurocomputing, 2022

LANS: Large-scale Arabic News Summarization Corpus.

[BibT_eX]

[DOI]

CoRR, 2022

Sampling-based techniques for designing school boundaries.

[BibT_eX]

[DOI]

CoRR, 2022

Early Forecasting of the Impact of Traffic Accidents Using a Single Shot Observation.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Granger Causal Inference for Interpretable Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Cross-Domain Few-Shot Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Towards a Patient-Centered Virtual Hospital Ecosystem: A Fine Grained VHealth-AC Model for Hospitals' Legacy Information Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Explainable Prediction of the Severity of COVID-19 Outbreak for US Counties.

[BibT_eX]

[DOI]

Shailik Sarkar

Abdulaziz Alhamadani

Proceedings of the IEEE International Conference on Big Data, 2022

HateNet: A Graph Convolutional Network Approach to Hate Speech Detection.

[BibT_eX]

[DOI]

Charles Duong

Lei Zhang

Proceedings of the IEEE International Conference on Big Data, 2022

Building a Patient-Centered Virtual Hospital Ecosystem Using Both Access Control and CNN-Based Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Twitter Bot Identification: An Anomaly Detection Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

HyperTwitter: A Hypergraph-based Approach to Identify Influential Twitter Users and Tweets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

DOD-Explainer: Explainable Drug Overdose Deaths Predictor from Crime and Socioeconomic Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Predicting Depression and Anxiety on Reddit: a Multi-task Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

PRISTINE: Semi-supervised Deep Learning Opioid Crisis Detection on Reddit.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

From "Dynamics on Graphs" to "Dynamics of Graphs": An Adaptive Echo-State Network Solution (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Blocking Influence at Collective Level with Hard Constraints (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Fine-Grained Balanced Cyberbullying Dataset.

[BibT_eX]

[DOI]

Jason Wang

Sai Manoj Pudukotai Dinakarrao

Dataset, March, 2021

DIGDUG: Scalable Separable Dense Graph Pruning and Join Operations in MapReduce.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2021

Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing.

[BibT_eX]

[DOI]

Frontiers Big Data, 2021

Deep Graph Learning for Circuit Deobfuscation.

[BibT_eX]

[DOI]

Houman Homayoun

Frontiers Big Data, 2021

Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Few-Shot Semantic Segmentation via Prototype Augmentation with Image-Level Annotations.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Reducing Noise Pixels and Metric Bias in Semantic Inpainting on Segmentation Map.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

A Hierarchical Attention Graph Convolutional Network for Traffic Incident Impact Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Forecasting High-risk Areas of COVID-19 Infection Through Socioeconomic and Static Spatial Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Probabilistic Topic Modeling for Comparative Analysis of Document Collections.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

The 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020): virtual, online, USA November 3-6, 2020: conference report.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2020

Online flu epidemiological deep modeling on disease contact network.

[BibT_eX]

[DOI]

GeoInformatica, 2020

Learning evolving user's behaviors on location-based social networks.

[BibT_eX]

[DOI]

GeoInformatica, 2020

Semantic Editing On Segmentation Map Via Multi-Expansion Loss.

[BibT_eX]

[DOI]

CoRR, 2020

Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations.

[BibT_eX]

[DOI]

CoRR, 2020

Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Reimagining City Configuration: Automated Urban Planning via Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Graph Convolutional Networks with Kalman Filtering for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Incorporating domain knowledge into Memetic Algorithms for solving Spatial Optimization problems.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Towards More Accurate Uncertainty Estimation In Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

SOSNet: A Graph Convolutional Network Approach to Fine-Grained Cyberbullying Detection.

[BibT_eX]

[DOI]

Jason Wang

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

RISECURE: Metro Incidents And Threat Detection Using Social Media.

[BibT_eX]

[DOI]

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

Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data.

[BibT_eX]

[DOI]

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

TapNet: Multivariate Time Series Classification with Attentional Prototypical Network.

[BibT_eX]

[DOI]

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

Geospatial Clustering for Balanced and Proximal Schools.

[BibT_eX]

[DOI]

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

2019

Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation.

[BibT_eX]

[DOI]

Shuo Lei

ACM Trans. Knowl. Discov. Data, 2019

Detection of clusters in traffic networks based on spatio-temporal flow modeling.

[BibT_eX]

[DOI]

Trans. GIS, 2019

Batman or the joker?: the powerful urban computing and its ethics issues.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2019

Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Collect Ethically: Reduce Bias in Twitter Datasets.

[BibT_eX]

[DOI]

Proceedings of the Information Management and Big Data - 6th International Conference, 2019

Mitigating Uncertainty in Document Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Spatio-temporal Event Forecasting and Precursor Identification.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

TITAN: A Spatiotemporal Feature Learning Framework for Traffic Incident Duration Prediction.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

REGAL: A Regionalization framework for school boundaries.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Modeling the Relationship between User Comments and Edits in Document Revision.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Feature driven learning framework for cybersecurity event detection.

[BibT_eX]

[DOI]

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

2018

CATrust: Context-Aware Trust Management for Service-Oriented Ad Hoc Networks.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

DIMPL: a distributed in-memory drone flight path builder system.

[BibT_eX]

[DOI]

J. Big Data, 2018

Preface: special issue on geo-social media analytics.

[BibT_eX]

[DOI]

GeoInformatica, 2018

Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator.

[BibT_eX]

[DOI]

CoRR, 2018

Water Disaggregation via Shape Features based Bayesian Discriminative Sparse Coding.

[BibT_eX]

[DOI]

CoRR, 2018

Distributed Self-Paced Learning in Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Social Media based Simulation Models for Understanding Disease Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Robust Regression via Online Feature Selection Under Adversarial Data Corruption.

[BibT_eX]

[DOI]

Shuo Lei

Proceedings of the IEEE International Conference on Data Mining, 2018

Rational Neural Networks for Approximating Graph Convolution Operator on Jump Discontinuities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

StreetNet: preference learning with convolutional neural network on urban crime perception.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Situation-Based Interpretable Learning for Personality Prediction in Social Media.

[BibT_eX]

[DOI]

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

Multi-Task Learning for Transit Service Disruption Detection.

[BibT_eX]

[DOI]

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

2017

Geography Markup Language (GML).

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2017

Outlier Detection, Spatial.

[BibT_eX]

[DOI]

Yufeng Kou

Proceedings of the Encyclopedia of GIS., 2017

Outlier Detection.

[BibT_eX]

[DOI]

Yufeng Kou

Proceedings of the Encyclopedia of GIS., 2017

Concurrency Control for Spatial Access Method.

[BibT_eX]

[DOI]

Jing (David) Dai

Proceedings of the Encyclopedia of GIS., 2017

Concurrency Control for Spatial Access.

[BibT_eX]

[DOI]

Jing (David) Dai

Proceedings of the Encyclopedia of GIS., 2017

Nearest Neighbor Query, Definition.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2017

Nearest Neighbor Query.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2017

Feature Constrained Multi-Task Learning Models for Spatiotemporal Event Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Spatial Prediction for Multivariate Non-Gaussian Data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Spatial Event Forecasting in Social Media With Geographically Hierarchical Regularization.

[BibT_eX]

[DOI]

Proc. IEEE, 2017

DERIV: distributed brand perception tracking framework.

[BibT_eX]

[DOI]

Andrew Fong

J. Big Data, 2017

SAFEBIKE: A Bike-sharing Route Recommender with Availability Prediction and Safe Routing.

[BibT_eX]

[DOI]

CoRR, 2017

DISCRN: A Distributed Storytelling Framework for Intelligence Analysis.

[BibT_eX]

[DOI]

Big Data, 2017

Absenteeism Detection in Social Media.

[BibT_eX]

[DOI]

Fang Jin

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Robust Regression via Heuristic Hard Thresholding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multimodal Storytelling via Generative Adversarial Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Online and Distributed Robust Regressions Under Adversarial Data Corruption.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Learning to Fuse Music Genres with Generative Adversarial Dual Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics.

[BibT_eX]

[DOI]

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

TRACES: Generating Twitter stories via shared subspace and temporal smoothness.

[BibT_eX]

[DOI]

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

Determining Relative Airport Threats from News and Social Media.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Online Spatial Event Forecasting in Microblogs.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2016

Discovering Anomalies on Mixed-Type Data Using a Generalized Student- t Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Urban Traffic Flow Prediction Using a Spatio-Temporal Random Effects Model.

[BibT_eX]

[DOI]

J. Intell. Transp. Syst., 2016

A Framework for Discovering Evolving Domain Related Spatio-Temporal Patterns in Twitter.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2016

A framework for intelligence analysis using spatio-temporal storytelling.

[BibT_eX]

[DOI]

Sumit Shah

GeoInformatica, 2016

The big data of violent events: algorithms for association analysis using spatio-temporal storytelling.

[BibT_eX]

[DOI]

GeoInformatica, 2016

Automatic targeted-domain spatiotemporal event detection in twitter.

[BibT_eX]

[DOI]

GeoInformatica, 2016

A topic-focused trust model for Twitter.

[BibT_eX]

[DOI]

Comput. Commun., 2016

An Unsupervised Approach to Anomaly Detection in Music Datasets.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Hierarchical Incomplete Multi-source Feature Learning for Spatiotemporal Event Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System.

[BibT_eX]

[DOI]

Sathappan Muthiah

Patrick Butler

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Automatic Outlier Detection in Music Genre Datasets.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

DERIV: Distributed In-Memory Brand Perception Tracking Framework.

[BibT_eX]

[DOI]

Andrew Fong

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Multi-resolution Spatial Event Forecasting in Social Media.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

DISTL: Distributed In-Memory Spatio-Temporal Event-based Storyline Categorization Platform in Social Media.

[BibT_eX]

[DOI]

Proceedings of the GISTAM 2016, 2016

Event Categorization and Key Prospect Identification from Storylines.

[BibT_eX]

[DOI]

Andrew Fong

Proceedings of the Geographical Information Systems Theory, Applications and Management, 2016

Automatical Storyline Generation with Help from Twitter.

[BibT_eX]

[DOI]

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

Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing.

[BibT_eX]

[DOI]

Weisheng Zhong

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

Topical Analysis of Interactions Between News and Social Media.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

How events unfold: spatiotemporal mining in social media.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2015

Fast adaptive kernel density estimator for data streams.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Model-Based Forecasting of Significant Societal Events.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2015

Spatiotemporal Event Forecasting in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Multi-Task Learning for Spatio-Temporal Event Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Steds: Social Media Based Transportation Event Detection with Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

SimNest: Social Media Nested Epidemic Simulation via Online Semi-Supervised Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

DIFPL - Distributed Drone Flight Path Builder System.

[BibT_eX]

[DOI]

Ziqian Chen

Proceedings of the GISTAM 2015, 2015

Find the butterfly: a social media based arterial incidents detection and causality analysis system.

[BibT_eX]

[DOI]

Weisheng Zhong

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Dynamic theme tracking in Twitter.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

SpecMonitor: Toward Efficient Passive Traffic Monitoring for Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2014

On detecting spatial categorical outliers.

[BibT_eX]

[DOI]

GeoInformatica, 2014

Misinformation Propagation in the Age of Twitter.

[BibT_eX]

[DOI]

Computer, 2014

Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System.

[BibT_eX]

[DOI]

Andy Doyle

Graham Katz

Youssef Fayed

Big Data, 2014

'Beating the news' with EMBERS: forecasting civil unrest using open source indicators.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Forecasting location-based events with spatio-temporal storytelling.

[BibT_eX]

[DOI]

Sumit Shah

Proceedings of the 7th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2014

Shopaholic: a crowd-sourced spatio-temporal product-deals evaluation system (demo paper).

[BibT_eX]

[DOI]

Proceedings of the 5th ACM SIGSPATIAL International Workshop on GeoStreaming, 2014

A search and summary application for traffic events detection based on Twitter data.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

TREADS: a safe route recommender using social media mining and text summarization.

[BibT_eX]

[DOI]

Yen-Cheng Lu

Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

The EMBERS architecture for streaming predictive analytics.

[BibT_eX]

[DOI]

Andy Doyle

Graham Katz

Youssef Fayed

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

A two-layer framework for appearance based recognition using spatial and discriminant influences.

[BibT_eX]

[DOI]

Qi Li

Neurocomputing, 2013

Analyzing Civil Unrest through Social Media.

[BibT_eX]

[DOI]

Computer, 2013

A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

STED: semi-supervised targeted-interest event detectionin in twitter.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Non-parametric passive traffic monitoring in cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Deep Sparse Coding based Recursive Disaggregation Model for Water Conservation.

[BibT_eX]

[DOI]

Haili Dong

Proceedings of the IJCAI 2013, 2013

Kongress: a search and data mining application for U.S. congressional voting and Twitter data.

[BibT_eX]

[DOI]

Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

A carpooling recommendation system based on social VANET and geo-social data.

[BibT_eX]

[DOI]

Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

A Generalized Student-t Based Approach to Mixed-Type Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Signal Disaggregation via Sparse Coding with Featured Discriminative Dictionary.

[BibT_eX]

[DOI]

Haili Dong

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Robust Prediction and Outlier Detection for Spatial Datasets.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

An integrated framework for spatio-temporal-textual search and mining.

[BibT_eX]

[DOI]

Haili Dong

Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011

A Graph-Based Approach to Detect Abnormal Spatial Points and Regions.

[BibT_eX]

[DOI]

Yufeng Kou

Int. J. Artif. Intell. Tools, 2011

A framework for the expansion of spatial features based on semantic footprints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2011

DIME: Disposable Index for Moving Objects.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011

Activity analysis based on low sample rate smart meters.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Community Situational Awareness and Resilience through Mobile Applications.

[BibT_eX]

[DOI]

Yuan-Chi Chang

Huong Morris

Pamela M. Murray-Tuite

Quoc-Bao Nguyen

Proceedings of the IEEE 8th International Conference on e-Business Engineering, 2011

CROWDSAFE: crowd sourcing of crime incidents and safe routing on mobile devices.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Spatial categorical outlier detection: pair correlation function based approach.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Learning from positive and unlabeled documents for automated detection of alternative splicing sentences in medline abstracts.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010

GLS-SOD: a generalized local statistical approach for spatial outlier detection.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Appearance Based Recognition Using Spatial and Discriminant Influence.

[BibT_eX]

[DOI]

Qi Li

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

C3: Concurrency control on continuous queries over moving objects.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

Spatial outlier detection: random walk based approaches.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

A spatio-temporal-textual crime search engine.

[BibT_eX]

[DOI]

Changshu Jian

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

2009

GLIP: A Concurrency Control Protocol for Clipping Indexing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

A Concurrency Control Protocol for Continuously Monitoring Moving Objects.

[BibT_eX]

[DOI]

Lien Fu Lai

Proceedings of the MDM 2009, 2009

2008

Geography Markup Language (GML).

[BibT_eX]

[DOI]