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1

Big data and its technical challenges

Jagadish, H. V., Gehrke, Johannes, Labrinidis, Alexandros, Papakonstantinou, Yannis, Patel, Jignesh M., Ramakrishnan, Raghu, Shahabi, Cyrus

Journal:

Communications of the ACM

Year:

2014

Language:

english

File:

PDF, 31.78 MB

english, 2014

2

[IEEE 2019 IEEE International Conference on Image Processing (ICIP) - Taipei, Taiwan (2019.9.22-2019.9.25)] 2019 IEEE International Conference on Image Processing (ICIP) - Recognizing Material of a Covered Object: A Case Study With Graffiti

Alfarrarjeh, Abdullah, Trivedi, Dweep, Kim, Seon Ho, Park, Hyunjun, Huang, Chao, Shahabi, Cyrus

Year:

2019

Language:

english

File:

PDF, 712 KB

english, 2019

3

[IEEE 2019 28th International Conference on Computer Communication and Networks (ICCCN) - Valencia, Spain (2019.7.29-2019.8.1)] 2019 28th International Conference on Computer Communication and Networks (ICCCN) - Protecting against Inference Attacks on Co-Location Data

Ahuja, Ritesh, Ghinita, Gabriel, Krishna, Nithin, Shahabi, Cyrus

Year:

2019

Language:

english

File:

PDF, 425 KB

english, 2019

4

Efficient indexing and retrieval of large-scale geo-tagged video databases

Lu, Ying, Shahabi, Cyrus, Kim, Seon Ho

Journal:

Year:

2016

Language:

english

File:

PDF, 3.55 MB

english, 2016

5

[IEEE 2019 20th IEEE International Conference on Mobile Data Management (MDM) - Hong Kong, Hong Kong (2019.6.10-2019.6.13)] 2019 20th IEEE International Conference on Mobile Data Management (MDM) - MR-Cubes: On-the-Fly Computation of Location Popularity from Check-in Data Streams

Constantinou, George, Anastasiou, Chrysovalantis, Stripelis, Dimitris, Shahabi, Cyrus

Year:

2019

Language:

english

File:

PDF, 435 KB

english, 2019

6

D-ToSS: A Distributed Throwaway Spatial Index Structure for Dynamic Location Data

akdogan, Afsin, Shahabi, Cyrus, Demiryurek, Ugur

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2016

Language:

english

File:

PDF, 1.47 MB

english, 2016

7

[Lecture Notes in Computer Science] Web and Big Data Volume 10367 || Personalized POI Groups Recommendation in Location-Based Social Networks

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 4.82 MB

english, 2017

8

[IEEE 2014 15th IEEE International Conference on Mobile Data Management (MDM) - Brisbane, Australia (2014.7.14-2014.7.18)] 2014 IEEE 15th International Conference on Mobile Data Management - ToSS-it: A Cloud-Based Throwaway Spatial Index Structure for Dynamic Location Data

Akdogan, Afsin, Shahabi, Cyrus, Demiryurek, Ugur

Year:

2014

Language:

english

File:

PDF, 297 KB

english, 2014

9

A framework for protecting worker location privacy in spatial crowdsourcing

To, Hien, Ghinita, Gabriel, Shahabi, Cyrus

Journal:

Proceedings of the VLDB Endowment

Year:

2014

Language:

english

File:

PDF, 1.08 MB

english, 2014

10

[Lecture Notes in Computer Science] Advances in Spatial and Temporal Databases Volume 9239 || TwitterViz: Visualizing and Exploring the Twittersphere

Claramunt, Christophe, Schneider, Markus, Wong, Raymond Chi-Wing, Xiong, Li, Loh, Woong-Kee, Shahabi, Cyrus, Li, Ki-Joune

Year:

2015

Language:

english

File:

PDF, 2.59 MB

english, 2015

11

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || Time-Constrained Graph Pattern Matching in a Large Temporal Graph

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 921 KB

english, 2017

12

SKIF-P: a point-based indexing and ranking of web documents for spatial-keyword search

Ali Khodaei, Cyrus Shahabi, Chen Li

Journal:

Year:

2012

Language:

english

File:

PDF, 826 KB

english, 2012

13

[ACM Press the 2nd ACM international workshop - Washington, DC, USA (2004.11.13-2004.11.13)] Proceedings of the 2nd ACM international workshop on Multimedia databases - MMDB '04 - A PCA-based similarity measure for multivariate time series

Yang, Kiyoung, Shahabi, Cyrus

Year:

2004

Language:

english

File:

PDF, 203 KB

english, 2004

14

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || Measuring the Similarity of Nodes in Signed Social Networks with Positive and Negative Links

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 304 KB

english, 2017

15

Automatically and Accurately Conflating Raster Maps with Orthoimagery

Ching-Chien Chen, Craig A. Knoblock, Cyrus Shahabi

Journal:

Year:

2008

Language:

english

File:

PDF, 1.62 MB

english, 2008

16

[IEEE 2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM) - Xi'an (2018.9.13-2018.9.16)] 2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM) - Image Classification to Determine the Level of Street Cleanliness: A Case Study

Alfarrarjeh, Abdullah, Kim, Seon Ho, Agrawal, Sumeet, Ashok, Meghana, Kim, Su Young, Shahabi, Cyrus

Year:

2018

Language:

english

File:

PDF, 273 KB

english, 2018

17

Scalability evaluation of the Yima streaming media architecture

Roger Zimmermann, Cyrus Shahabi, Kun Fu, Shu-Yuen Didi Yao

Journal:

Software: Practice and Experience

Year:

2005

Language:

english

File:

PDF, 366 KB

english, 2005

18

A hybrid aggregation and compression technique for road network databases

Ali Khoshgozaran, Ali Khodaei, Mehdi Sharifzadeh, Cyrus Shahabi

Journal:

Knowledge and Information Systems

Year:

2008

Language:

english

File:

PDF, 939 KB

english, 2008

19

[IEEE 2009 IEEE International Conference on Data Mining Workshops (ICDMW) - Miami, FL, USA (2009.12.6-2009.12.6)] 2009 IEEE International Conference on Data Mining Workshops - Accurate Discovery of Valid Convoys from Moving Object Trajectories

Yoon, Hyunjin, Shahabi, Cyrus

Year:

2009

Language:

english

File:

PDF, 388 KB

english, 2009

20

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - San Jose, California (Sunday 17 January 2010)] Document Recognition and Retrieval XVII - A general approach to discovering, registering, and extracting features from raster maps

Knoblock, Craig A., Chen, Ching-Chien, Chiang, Yao-Yi, Goel, Aman, Michelson, Matthew, Shahabi, Cyrus, Likforman-Sulem, Laurence, Agam, Gady

Year:

2010

Language:

english

File:

PDF, 13.05 MB

english, 2010

21

[ACM Press the 12th annual ACM international workshop - Washington DC, USA (2004.11.12-2004.11.13)] Proceedings of the 12th annual ACM international workshop on Geographic information systems - GIS '04 - Supporting spatial aggregation in sensor network databases

Sharifzadeh, Mehdi, Shahabi, Cyrus

Year:

2004

Language:

english

File:

PDF, 340 KB

english, 2004

22

[ACM Press the 2005 ACM SIGMOD international conference - Baltimore, Maryland (2005.06.14-2005.06.16)] Proceedings of the 2005 ACM SIGMOD international conference on Management of data - SIGMOD '05 - SHIFT-SPLIT

Jahangiri, Mehrdad, Sacharidis, Dimitris, Shahabi, Cyrus

Year:

2005

Language:

english

File:

PDF, 548 KB

english, 2005

23

[ACM Press the second international workshop - Kansas City, Missouri, United States (1999.11.02-1999.11.06)] Proceedings of the second international workshop on Web information and data management - WIDM '99 - Selectively materializing data in mediators by analyzing source structure, query distribution and maintenance cost

Ashish, Naveen, Knoblock, Craig A., Shahabi, Cyrus

Year:

1999

Language:

english

File:

PDF, 147 KB

english, 1999

24

[IEEE 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops) - Sydney, Australia (2016.3.14-2016.3.18)] 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops) - SCAWG: A toolbox for generating synthetic workload for spatial crowdsourcing

To, Hien, Asghari, Mohammad, Deng, Dingxiong, Shahabi, Cyrus

Year:

2016

Language:

english

File:

PDF, 1.31 MB

english, 2016

25

[Society of Petroleum Engineers SPE Western Regional & AAPG Pacific Section Meeting 2013 Joint Technical Conference - Monterey, California, USA (2013-04-19)] SPE Western Regional & AAPG Pacific Section Meeting 2013 Joint Technical Conference - SDPF: A Framework for Online, Real-time Cleansing of Upstream Operating Data

Shahabi, Cyrus, Asghari, Mohammad, Brenskelle, Lisa, Rahmani Mofrad, Mahdi, Banaei-Kashani, Farnoush

Language:

english

File:

PDF, 576 KB

english

26

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || Fair Reviewer Assignment Considering Academic Social Network

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 2.04 MB

english, 2017

27

[Lecture Notes in Computer Science] Web and Big Data Volume 10367 || An Active Learning Approach to Recognizing Domain-Specific Queries From Query Log

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 386 KB

english, 2017

28

[Lecture Notes in Computer Science] Web and Big Data Volume 10367 || Boost Clickbait Detection Based on User Behavior Analysis

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 141 KB

english, 2017

29

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || Privacy-Preserving Collaborative Web Services QoS Prediction via Differential Privacy

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 369 KB

english, 2017

30

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || Authorship Identification of Source Codes

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 573 KB

english, 2017

31

[ACM Press the 2017 ACM - Singapore, Singapore (2017.11.06-2017.11.10)] Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17 - Scenic Routes Now

Lu, Ying, Josse, Gregor, Emrich, Tobias, Demiryurek, Ugur, Renz, Matthias, Shahabi, Cyrus, Schubert, Matthias

Year:

2017

Language:

english

File:

PDF, 1.24 MB

english, 2017

32

Location privacy: going beyond K-anonymity, cloaking and anonymizers

Ali Khoshgozaran, Cyrus Shahabi, Houtan Shirani-Mehr

Journal:

Knowledge and Information Systems

Year:

2011

Language:

english

File:

PDF, 1.26 MB

english, 2011

33

[ACM Press the 21st ACM SIGSPATIAL International Conference - Orlando, Florida (2013.11.05-2013.11.08)] Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems - SIGSPATIAL'13 - Crowd sensing of traffic anomalies based on human mobility and social media

Pan, Bei, Zheng, Yu, Wilkie, David, Shahabi, Cyrus

Year:

2013

Language:

english

File:

PDF, 5.46 MB

english, 2013

34

A Server-Assigned Spatial Crowdsourcing Framework

To, Hien, Shahabi, Cyrus, Kazemi, Leyla

Journal:

ACM Transactions on Spatial Algorithms and Systems

Year:

2015

Language:

english

File:

PDF, 1.55 MB

english, 2015

35

Distance-based outlier detection in data streams

Tran, Luan, Fan, Liyue, Shahabi, Cyrus

Journal:

Proceedings of the VLDB Endowment

Year:

2016

Language:

english

File:

PDF, 2.05 MB

english, 2016

36

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || SET: Secure and Efficient Top-k Query in Two-Tiered Wireless Sensor Networks

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 630 KB

english, 2017

37

[Lecture Notes in Computer Science] Web and Big Data Volume 10367 || Fast Log Replication in Highly Available Data Store

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 1.27 MB

english, 2017

38

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || Neural Architecture for Negative Opinion Expressions Extraction

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 343 KB

english, 2017

39

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || Fast Follower Recovery for State Machine Replication

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 247 KB

english, 2017

40

[ACM Press the 26th ACM SIGSPATIAL International Conference - Seattle, Washington (2018.11.06-2018.11.09)] Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems - SIGSPATIAL '18 - ADAPT-pricing

Asghari, Mohammad, Shahabi, Cyrus

Year:

2018

Language:

english

File:

PDF, 626 KB

english, 2018

41

[IEEE 2018 IEEE 34th International Conference on Data Engineering (ICDE) - Paris (2018.4.16-2018.4.19)] 2018 IEEE 34th International Conference on Data Engineering (ICDE) - Privacy-Preserving Online Task Assignment in Spatial Crowdsourcing with Untrusted Server

To, Hien, Shahabi, Cyrus, Xiong, Li

Year:

2018

Language:

english

File:

PDF, 981 KB

english, 2018

42

Users plan optimization for participatory urban texture documentation

Houtan Shirani-Mehr, Farnoush Banaei-Kashani, Cyrus Shahabi

Journal:

Year:

2013

Language:

english

File:

PDF, 1.76 MB

english, 2013

43

[IEEE 2008 IEEE 24th International Conference on Data Engineering (ICDE 2008) - Cancun, Mexico (2008.04.7-2008.04.12)] 2008 IEEE 24th International Conference on Data Engineering - Fixed-Precision Approximate Continuous Aggregate Queries in Peer-to-Peer Databases

Banaei-Kashani, Farnoush, Shahabi, Cyrus

Year:

2008

Language:

english

File:

PDF, 266 KB

english, 2008

44

[Lecture Notes in Computer Science] Database Systems for Advanced Applications Volume 9050 || Scalagon: An Efficient Skyline Algorithm for All Seasons

Renz, Matthias, Shahabi, Cyrus, Zhou, Xiaofang, Cheema, Muhammad Aamir

Year:

2015

Language:

english

File:

PDF, 540 KB

english, 2015

45

[ACM Press the second international workshop - Kansas City, Missouri, United States (1999.11.02-1999.11.06)] Proceedings of the second international workshop on Web information and data management - WIDM '99 - INsite

Faisal, Adil, Shahabi, Cyrus, McLaughlin, Margaret, Betz, Frederick

Year:

1999

Language:

english

File:

PDF, 91 KB

english, 1999

46

[Lecture Notes in Computer Science] Advances in Spatial and Temporal Databases Volume 9239 || Oriented Online Route Recommendation for Spatial Crowdsourcing Task Workers

Claramunt, Christophe, Schneider, Markus, Wong, Raymond Chi-Wing, Xiong, Li, Loh, Woong-Kee, Shahabi, Cyrus, Li, Ki-Joune

Year:

2015

Language:

english

File:

PDF, 1.27 MB

english, 2015

47

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || A Community-Aware Approach to Minimizing Dissemination in Graphs

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 1.79 MB

english, 2017

48

[Lecture Notes in Computer Science] Web and Big Data Volume 10367 || A Streaming Data Prediction Method Based on Evolving Bayesian Network

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 1.10 MB

english, 2017

49

[Lecture Notes in Computer Science] Web and Big Data Volume 10366 || Counting Edges and Triangles in Online Social Networks via Random Walk

Chen, Lei, Jensen, Christian S., Shahabi, Cyrus, Yang, Xiaochun, Lian, Xiang

Year:

2017

Language:

english

File:

PDF, 1.96 MB

english, 2017

50

[IEEE 2017 IEEE International Conference on Data Mining Workshops (ICDMW) - New Orleans, LA (2017.11.18-2017.11.21)] 2017 IEEE International Conference on Data Mining Workshops (ICDMW) - Mining Human Mobility to Quantify Performance Status

Nguyen, Minh N.B., Hasnain, Zaki, Li, Ming, Dorff, Tanya, Quinn, David, Purushotham, Sanjay, Nocera, Luciano, Newton, Paul K., Kuhn, Peter, Nieva, Jorge, Shahabi, Cyrus

Year:

2017

Language:

english

File:

PDF, 380 KB

english, 2017

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