Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDCyrus Shahabi
Person information
- affiliation: University of Southern California, Los Angeles, USA
- award (2003): Presidential Early Career Award for Scientists and Engineers
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j110]Ritesh Ahuja
, Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi:
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy. Proc. ACM Manag. Data 1(1): 21:1-21:25 (2023)- [j109]Sepanta Zeighami, Cyrus Shahabi, Vatsal Sharan:
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks. Proc. ACM Manag. Data 1(1): 100:1-100:26 (2023) - [j108]Libin Zheng, Lei Chen, Cyrus Shahabi:
Centralized Routing for Bike-Sharing Systems. IEEE Trans. Knowl. Data Eng. 35(1): 154-166 (2023) - [c251]Sepanta Zeighami, Cyrus Shahabi:
On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing. ICML 2023: 40669-40680 - [c250]Hong Nguyen, Arash Hajisafi, Alireza Abdoli, Seon Ho Kim, Cyrus Shahabi:
An Evaluation of Time-Series Anomaly Detection in Computer Networks. ICOIN 2023: 104-109 - [c249]Minxing Zhang, Haowen Lin, Shun Takagi, Yang Cao, Cyrus Shahabi, Li Xiong:
CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GAN. MDM 2023: 148-157 - [c248]Chrysovalantis Anastasiou, John Krumm, Cyrus Shahabi:
Time-variant road network-based bridgelets. MDM 2023: 265-273 - [i45]Nripsuta Ani Saxena, Wenbin Zhang, Cyrus Shahabi:
Unveiling and Mitigating Bias in Ride-Hailing Pricing for Equitable Policy Making. CoRR abs/2301.03489 (2023) - [i44]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Supporting Secure Dynamic Alert Zones Using Searchable Encryption and Graph Embedding. CoRR abs/2301.06238 (2023) - [i43]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Fair Spatial Indexing: A paradigm for Group Spatial Fairness. CoRR abs/2302.02306 (2023) - [i42]Sepanta Zeighami, Cyrus Shahabi:
On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing. CoRR abs/2306.10651 (2023) - [i41]Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi:
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting. CoRR abs/2306.15927 (2023) - [i40]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Towards Mobility Data Science (Vision Paper). CoRR abs/2307.05717 (2023) - [i39]Sina Shaham, Arash Hajisafi, Minh K. Quan, Dinh C. Nguyen, Bhaskar Krishnamachari, Charith Peris, Gabriel Ghinita, Cyrus Shahabi, Pubudu N. Pathirana:
Holistic Survey of Privacy and Fairness in Machine Learning. CoRR abs/2307.15838 (2023) - 2022
- [j107]Sepanta Zeighami, Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi:
A Neural Database for Differentially Private Spatial Range Queries. Proc. VLDB Endow. 15(5): 1066-1078 (2022) - [j106]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Models and Mechanisms for Spatial Data Fairness. Proc. VLDB Endow. 16(2): 167-179 (2022) - [j105]Kai Zheng, Yong Li, Cyrus Shahabi, Hongzhi Yin:
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part I. ACM Trans. Intell. Syst. Technol. 13(1): 1:1-1:2 (2022) - [j104]Kai Zheng, Yong Li, Cyrus Shahabi, Hongzhi Yin:
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part II. ACM Trans. Intell. Syst. Technol. 13(3): 34:1-34:2 (2022) - [j103]Chrysovalantis Anastasiou, Constantinos Costa, Panos K. Chrysanthis, Cyrus Shahabi, Demetrios Zeinalipour-Yazti:
ASTRO: Reducing COVID-19 Exposure through Contact Prediction and Avoidance. ACM Trans. Spatial Algorithms Syst. 8(2): 1-31 (2022) - [j102]Sirisha Rambhatla, Sepanta Zeighami, Kameron Shahabi, Cyrus Shahabi, Yan Liu:
Toward Accurate Spatiotemporal COVID-19 Risk Scores Using High-Resolution Real-World Mobility Data. ACM Trans. Spatial Algorithms Syst. 8(2): 1-30 (2022) - [c247]Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi:
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting. AAAI 2022: 4193-4200 - [c246]Chrysovalantis Anastasiou, Seon Ho Kim, Cyrus Shahabi:
Generation of Synthetic Urban Vehicle Trajectories. IEEE Big Data 2022: 359-366 - [c245]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. EDBT 2022: 2:131-2:142 - [c244]George Constantinou, Suya You, Cyrus Shahabi:
Towards Scalable and Efficient Client Selection for Federated Object Detection. ICPR 2022: 5140-5146 - [c243]Chrysovalantis Anastasiou, Juanhao Zhao, Seon Ho Kim, Cyrus Shahabi:
Data-driven Traffic Index from Sparse and Incomplete Data. ITSC 2022: 2593-2598 - [c242]Abbas Zaidi, Ritesh Ahuja, Cyrus Shahabi:
Differentially Private Occupancy Monitoring from WiFi Access Points. MDM 2022: 361-366 - [e12]John Krumm, Andreas Züfle, Cyrus Shahabi:
Spatial Gems, Volume 1. ACM Books 46, ACM 2022, ISBN 978-1-4503-9813-8 [contents] - [i38]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. CoRR abs/2202.12342 (2022) - [i37]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Models and Mechanisms for Fairness in Location Data Processing. CoRR abs/2204.01880 (2022) - [i36]Ritesh Ahuja, Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi:
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy. CoRR abs/2208.09744 (2022) - [i35]Sepanta Zeighami, Cyrus Shahabi, Vatsal Sharan:
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks. CoRR abs/2211.10832 (2022) - [i34]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12(1): 1-34 (2022) - 2021
- [j101]Sepanta Zeighami, Cyrus Shahabi, John Krumm:
Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling. Proc. VLDB Endow. 14(9): 1557-1569 (2021) - [j100]Chrysovalantis Anastasiou, Constantinos Costa, Panos K. Chrysanthis, Cyrus Shahabi:
EPICGen: An Experimental Platform for Indoor Congestion Generation and Forecasting. Proc. VLDB Endow. 14(12): 2803-2806 (2021) - [j99]Dingxiong Deng, Fan Bai, Yiqi Tang, Shuigeng Zhou, Cyrus Shahabi, Linhong Zhu:
Label Propagation on K-Partite Graphs with Heterophily. IEEE Trans. Knowl. Data Eng. 33(3): 1064-1077 (2021) - [c241]George Constantinou, Cyrus Shahabi, Seon Ho Kim:
Placement of DNN Models on Mobile Edge Devices for Effective Video Analysis. IEEE BigData 2021: 207-218 - [c240]Luan V. Tran, Liyue Fan, Cyrus Shahabi:
Clustering Mixed-Type Data with Correlation-Preserving Embedding. DASFAA (2) 2021: 342-358 - [c239]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes. EDBT 2021: 265-276 - [c238]Kien Nguyen, John Krumm, Cyrus Shahabi:
Quantifying Intrinsic Value of Information of Trajectories. SIGSPATIAL/GIS 2021: 81-90 - [c237]Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi:
HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data. SIGSPATIAL/GIS 2021: 184-194 - [c236]Sitao Min, Ritesh Ahuja, Yingzhe Liu, Abbas Zaidi, Catherine Phu, Luciano Nocera, Cyrus Shahabi:
CrowdMap: Spatiotemporal Visualization of Anonymous Occupancy Data for Pandemic Response. SIGSPATIAL/GIS 2021: 630-633 - [c235]Sasan Tavakkol, Feng Han, Brandon Mayer, Mark Phillips, Cyrus Shahabi, Yao-Yi Chiang, Raimondas Kiveris:
Kartta Labs: Collaborative Time Travel. HICSS 2021: 1-10 - [c234]Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi:
Integer-arithmetic-only Certified Robustness for Quantized Neural Networks. ICCV 2021: 7808-7817 - [c233]Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi:
Secure Dynamic Skyline Queries Using Result Materialization. ICDE 2021: 157-168 - [c232]George Constantinou, Onur Orhan, Roopal Kondepudi, Hyunjae Cho, Seon Ho Kim, Abdullah Alfarrarjeh, Cyrus Shahabi:
FloraVision: A Spatial Crowd-based Learning System for California Native Plants. ICDE 2021: 2721-2724 - [c231]Yanan Da, Ritesh Ahuja, Li Xiong, Cyrus Shahabi:
REACT: Real-Time Contact Tracing and Risk Monitoring via Privacy-Enhanced Mobile Tracking. ICDE 2021: 2729-2732 - [c230]Abdullah Alfarrarjeh, Xiao Yang, Amani Abu Jabal, Seon Ho Kim, Cyrus Shahabi:
Exploring the Spatial-Visual Locality of Geo-tagged Urban Street Images. MIPR 2021: 104-110 - [c229]Mingxuan Yue, Yao-Yi Chiang, Cyrus Shahabi:
VAMBC: A Variational Approach for Mobility Behavior Clustering. ECML/PKDD (4) 2021: 453-469 - [c228]Luciano Nocera, George Constantinou, Luan V. Tran, Seon Ho Kim, Gabriel Kahn, Cyrus Shahabi:
Crosstown Foundry: A Scalable Data-driven Journalism Platform for Hyper-local News. SIGMOD Conference 2021: 2765-2769 - [i33]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes. CoRR abs/2105.00618 (2021) - [i32]Sepanta Zeighami, Cyrus Shahabi:
NeuroDB: A Neural Network Framework for Answering Range Aggregate Queries and Beyond. CoRR abs/2107.04922 (2021) - [i31]Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi:
HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data. CoRR abs/2107.13749 (2021) - [i30]Sepanta Zeighami, Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi:
A Neural Database for Differentially Private Spatial Range Queries. CoRR abs/2108.01496 (2021) - [i29]Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi:
SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling. CoRR abs/2108.09412 (2021) - [i28]Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi:
Integer-arithmetic-only Certified Robustness for Quantized Neural Networks. CoRR abs/2108.09413 (2021) - [i27]Kien Nguyen, John Krumm, Cyrus Shahabi:
Quantifying Intrinsic Value of Information of Trajectories. CoRR abs/2108.12450 (2021) - [i26]Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi:
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting. CoRR abs/2109.12846 (2021) - [i25]Kien Nguyen, John Krumm, Cyrus Shahabi:
Gaussian Process for Trajectories. CoRR abs/2110.03712 (2021) - 2020
- [j98]Cyrus Shahabi:
Technical perspective: Computing the value of location data. Commun. ACM 63(9): 84 (2020) - [j97]Gabriel Ghinita, Kien Nguyen, Mihai Maruseac, Cyrus Shahabi:
A secure location-based alert system with tunable privacy-performance trade-off. GeoInformatica 24(4): 951-985 (2020) - [j96]Zhao Chen, Peng Cheng, Lei Chen, Xuemin Lin, Cyrus Shahabi:
Fair Task Assignment in Spatial Crowdsourcing. Proc. VLDB Endow. 13(11): 2479-2492 (2020) - [j95]Luan V. Tran, Minyoung Mun, Matthew Lim, Jonah Yamato, Nathan Huh, Cyrus Shahabi:
DeepTRANS: A Deep Learning System for Public Bus Travel Time Estimation using Traffic Forecasting. Proc. VLDB Endow. 13(12): 2957-2960 (2020) - [j94]Luan V. Tran, Minyoung Mun, Cyrus Shahabi:
Real-Time Distance-Based Outlier Detection in Data Streams. Proc. VLDB Endow. 14(2): 141-153 (2020) - [j93]Li Xiong, Cyrus Shahabi, Yanan Da, Ritesh Ahuja, Vicki Hertzberg, Lance Waller, Xiaoqian Jiang, Amy Franklin:
REACT: real-time contact tracing and risk monitoring using privacy-enhanced mobile tracking. ACM SIGSPATIAL Special 12(2): 3-14 (2020) - [j92]John Krumm, Cyrus Shahabi, Andreas Züfle:
The 2nd ACM SIGSPATIAL International Workshop on Spatial Gems: Spatial Gems 2020 workshop report. ACM SIGSPATIAL Special 12(3): 32-34 (2020) - [j91]Yongxin Tong, Zimu Zhou, Yuxiang Zeng, Lei Chen, Cyrus Shahabi:
Spatial crowdsourcing: a survey. VLDB J. 29(1): 217-250 (2020) - [c227]Sasan Tavakkol, Cyrus Shahabi, Feng Han, Raimondas Kiveris:
Piaget: A Probabilistic Inference Approach for Geolocating Historical Buildings. IEEE BigData 2020: 971-978 - [c226]Vinuta Hegde, Dweep Trivedi, Abdullah Alfarrarjeh, Aditi Deepak, Seon Ho Kim, Cyrus Shahabi:
Yet Another Deep Learning Approach for Road Damage Detection using Ensemble Learning. IEEE BigData 2020: 5553-5558 - [c225]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Enhancing the Performance of Spatial Queries on Encrypted Data Through Graph Embedding. DBSec 2020: 289-309 - [c224]Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi:
Differentially-Private Next-Location Prediction with Neural Networks. EDBT 2020: 121-132 - [c223]Kien Nguyen, John Krumm, Cyrus Shahabi:
Spatial Privacy Pricing: The Interplay between Privacy, Utility and Price in Geo-Marketplaces. SIGSPATIAL/GIS 2020: 263-272 - [c222]Abdullah Alfarrarjeh, Seon Ho Kim, Vinuta Hegde, Akshansh, Cyrus Shahabi, Qingyun Xie, Siva Ravada:
A Class of R*-tree Indexes for Spatial-Visual Search of Geo-tagged Street Images. ICDE 2020: 1990-1993 - [c221]George Constantinou, Cyrus Shahabi, Seon Ho Kim:
Spatial Keyframe Extraction Of Mobile Videos For Efficient Object Detection At The Edge. ICIP 2020: 1466-1470 - [c220]Abdullah Alfarrarjeh, Zeyu Ma, Seon Ho Kim, Cyrus Shahabi:
3D Spatial Coverage Measurement of Aerial Images. MMM (1) 2020: 365-377 - [c219]Abdullah Alfarrarjeh, Zeyu Ma, Seon Ho Kim, Yeonsoo Park, Cyrus Shahabi:
A Web-Based Visualization Tool for 3D Spatial Coverage Measurement of Aerial Images. MMM (2) 2020: 715-721 - [c218]Jiao Sun, Mingxuan Yue, Zongyu Lin, Xiaochen Yang, Luciano Nocera, Gabriel Kahn, Cyrus Shahabi:
CrimeForecaster: Crime Prediction by Exploiting the Geographical Neighborhoods' Spatiotemporal Dependencies. ECML/PKDD (5) 2020: 52-67 - [c217]Mingxuan Yue, Tianshu Sun, Fan Wu, Lixia Wu, Yinghui Xu, Cyrus Shahabi:
Learning a Contextual and Topological Representation of Areas-of-Interest for On-Demand Delivery Application. ECML/PKDD (4) 2020: 52-68 - [i24]Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi:
Dynamic Skyline Queries on Encrypted Data Using Result Materialization. CoRR abs/2003.00051 (2020) - [i23]Mingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi:
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis. CoRR abs/2003.01351 (2020) - [i22]Gabriel Ghinita, Kien Nguyen, Mihai Maruseac, Cyrus Shahabi:
A Secure Location-based Alert System with Tunable Privacy-Performance Trade-off. CoRR abs/2004.09005 (2020) - [i21]Kien Nguyen, John Krumm, Cyrus Shahabi:
Spatial Privacy Pricing: The Interplay between Privacy, Utility and Price in Geo-Marketplaces. CoRR abs/2008.11817 (2020) - [i20]Sasan Tavakkol, Feng Han, Brandon Mayer, Mark Phillips, Cyrus Shahabi, Yao-Yi Chiang, Raimondas Kiveris:
Kartta Labs: Collaborative Time Travel. CoRR abs/2010.06536 (2020) - [i19]Sepanta Zeighami, Cyrus Shahabi, John Krumm:
Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling. CoRR abs/2012.06987 (2020) - [i18]Sirisha Rambhatla, Sepanta Zeighami, Kameron Shahabi, Cyrus Shahabi, Yan Liu:
Towards Accurate Spatiotemporal COVID-19 Risk Scores using High Resolution Real-World Mobility Data. CoRR abs/2012.07283 (2020)
2010 – 2019
- 2019
- [j90]John Krumm, Cyrus Shahabi, Andreas Züfle:
Spatial gems: a new type of workshop at the SIGSPATIAL conference. ACM SIGSPATIAL Special 11(1): 36 (2019) - [j89]John Krumm, Cyrus Shahabi, Andreas Züfle:
Spatial gems 2019 workshop report: The 1st ACM SIGSPATIAL International Workshop on Spatial Gems. ACM SIGSPATIAL Special 11(3): 15-17 (2019) - [c216]Mingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi:
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis. IEEE BigData 2019: 988-997 - [c215]Giorgos Constantinou, Gowri Sankar Ramachandran, Abdullah Alfarrarjeh, Seon Ho Kim, Bhaskar Krishnamachari, Cyrus Shahabi:
A Crowd-Based Image Learning Framework using Edge Computing for Smart City Applications. BigMM 2019: 11-20 - [c214]Abdullah Alfarrarjeh, Seon Ho Kim, Arvind Bright, Vinuta Hegde, Akshansh, Cyrus Shahabi:
Spatial Aggregation of Visual Features for Image Data Search in a Large Geo-Tagged Image Dataset. BigMM 2019: 48-57 - [c213]Luan V. Tran, Manh Nguyen, Cyrus Shahabi:
Representation Learning for Early Sepsis Prediction. CinC 2019: 1-4 - [c212]Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi:
A Utility-Preserving and Scalable Technique for Protecting Location Data with Geo-Indistinguishability. EDBT 2019: 217-228 - [c211]Chrysovalantis Anastasiou, Jianfa Lin, Chaoyang He, Yao-Yi Chiang, Cyrus Shahabi:
ADMSv2: A Modern Architecture for Transportation Data Management and Analysis. ARIC@SIGSPATIAL 2019: 25-28 - [c210]Kien Nguyen, Gabriel Ghinita, Muhammad Naveed, Cyrus Shahabi:
A Privacy-Preserving, Accountable and Spam-Resilient Geo-Marketplace. SIGSPATIAL/GIS 2019: 299-308 - [c209]Ritesh Ahuja, Gabriel Ghinita, Nithin Krishna, Cyrus Shahabi:
Protecting against Inference Attacks on Co-Location Data. ICCCN 2019: 1-11 - [c208]Seon Ho Kim, Abdullah Alfarrarjeh, George Constantinou, Cyrus Shahabi:
TVDP: Translational Visual Data Platform for Smart Cities. ICDE Workshops 2019: 45-52 - [c207]Abdullah Alfarrarjeh, Dweep Trivedi, Seon Ho Kim, Hyunjun Park, Chao Huang, Cyrus Shahabi:
Recognizing Material of a Covered Object: A Case Study With Graffiti. ICIP 2019: 2491-2495 - [c206]George Constantinou, Chrysovalantis Anastasiou, Dimitris Stripelis, Cyrus Shahabi:
MR-Cubes: On-the-Fly Computation of Location Popularity from Check-in Data Streams. MDM 2019: 27-36 - [c205]Chrysovalantis Anastasiou, Chao Huang, Seon Ho Kim, Cyrus Shahabi:
Time-Dependent Reachability Analysis: A Data-Driven Approach. MDM 2019: 138-143 - [c204]Luan V. Tran, Liyue Fan, Cyrus Shahabi:
Fast Distance-based Outlier Detection in Data Streams based on Micro-clusters. SoICT 2019: 162-169 - [c203]Luan V. Tran, Liyue Fan, Cyrus Shahabi:
Outlier Detection in Non-stationary Data Streams. SSDBM 2019: 25-36 - [i17]Chaoyang He, Tian Xie, Yu Rong, Wen-bing Huang, Junzhou Huang, Xiang Ren, Cyrus Shahabi:
Adversarial Representation Learning on Large-Scale Bipartite Graphs. CoRR abs/1906.11994 (2019) - [i16]Kien Nguyen, Gabriel Ghinita, Muhammad Naveed, Cyrus Shahabi:
A Privacy-Preserving, Accountable and Spam-Resilient Geo-Marketplace. CoRR abs/1909.00299 (2019) - [i15]Hien To, Kien Nguyen, Cyrus Shahabi:
Differentially Private Publication of Location Entropy. CoRR abs/1909.00882 (2019) - [i14]Kien Nguyen, Jingyun Yang, Yijun Lin, Jianfa Lin, Yao-Yi Chiang, Cyrus Shahabi:
Los Angeles Metro Bus Data Analysis Using GPS Trajectory and Schedule Data (Demo Paper). CoRR abs/1909.00955 (2019) - 2018
- [j88]Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong:
Optimal group route query: Finding itinerary for group of users in spatial databases. GeoInformatica 22(4): 845-867 (2018) - [j87]Yaguang Li, Cyrus Shahabi:
A brief overview of machine learning methods for short-term traffic forecasting and future directions. ACM SIGSPATIAL Special 10(1): 3-9 (2018) - [j86]Luan V. Tran, Hien To, Liyue Fan, Cyrus Shahabi:
A Real-Time Framework for Task Assignment in Hyperlocal Spatial Crowdsourcing. ACM Trans. Intell. Syst. Technol. 9(3): 37:1-37:26 (2018) - [c202]Abdullah Alfarrarjeh, Seon Ho Kim, Shivnesh Rajan, Akshay Deshmukh, Cyrus Shahabi:
A Data-Centric Approach for Image Scene Localization. IEEE BigData 2018: 594-603 - [c201]Abdullah Alfarrarjeh, Dweep Trivedi, Seon Ho Kim, Cyrus Shahabi:
A Deep Learning Approach for Road Damage Detection from Smartphone Images. IEEE BigData 2018: 5201-5204 - [c200]Abdullah Alfarrarjeh, Seon Ho Kim, Sumeet Agrawal, Meghana Ashok, Su Young Kim, Cyrus Shahabi:
Image Classification to Determine the Level of Street Cleanliness: A Case Study. BigMM 2018: 1-5 - [c199]Abdullah Alfarrarjeh, Seon Ho Kim, Akshay Deshmukh, Shivnesh Rajan, Ying Lu, Cyrus Shahabi:
Spatial Coverage Measurement of Geo- Tagged Visual Data: A Database Approach. BigMM 2018: 1-8 - [c198]Mohammad Asghari, Cyrus Shahabi:
ADAPT-pricing: a dynamic and predictive technique for pricing to maximize revenue in ridesharing platforms. SIGSPATIAL/GIS 2018: 189-198 - [c197]Yijun Lin, Nikhit Mago, Yu Gao, Yaguang Li, Yao-Yi Chiang, Cyrus Shahabi, José Luis Ambite:
Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning. SIGSPATIAL/GIS 2018: 359-368 - [c196]Kien Nguyen, Jingyun Yang, Yijun Lin, Jianfa Lin, Yao-Yi Chiang, Cyrus Shahabi:
Los angeles metro bus data analysis using GPS trajectory and schedule data (demo paper). SIGSPATIAL/GIS 2018: 560-563 - [c195]