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Research Output 1975 2019

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Conference contribution
2019

CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big Dataset

Wu, J., Kandimalla, B., Rohatgi, S., Sefid, A., Mao, J. & Giles, C. L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5465-5467 3 p. 8622114. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information science
Metadata
Computer science
Learning systems
Neural networks

Large scale scene text verification with guided attention

He, D., Li, Y., Gorban, A., Heath, D., Ibarz, J., Yu, Q., Kifer, D. & Giles, C. L., Jan 1 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Schindler, K., Mori, G., Jawahar, C. V. & Li, H. (eds.). Springer Verlag, p. 260-275 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11365 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Strings
Text
Annotation
Framework

Maximizing the utility in location-based mobile advertising

Cheng, P., Lian, X., Chen, L. & Liu, S., Apr 1 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1626-1629 4 p. 8731347. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Marketing
Computational complexity
Experiments

Pbe: driver behavior assessment beyond trajectory profiling

He, B., Chen, X., Zhang, D., Liu, S., Han, D. & Ni, L. M., Jan 1 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). Springer Verlag, p. 507-523 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Profiling
Driver
Trajectories
Trajectory
Risk Assessment

Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit

He, B., Zhang, D., Liu, S., Liu, H., Han, D. & Ni, L. M., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1387-1396 10 p. 8622491. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Insurance
Profitability
Costs
Industry
Electric fuses

Revisiting direct bootstrap resampling for input model uncertainty

Barton, R. R., Lam, H. & Song, E., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1635-1645 11 p. 8632335. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Percentile
Model Uncertainty
Resampling
Bootstrap
Confidence interval

TextContourNet: A flexible and effective framework for improving scene text detection architecture with a multi-task cascade

He, D., Yang, X., Kifer, D. & Giles, C. L., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 676-685 10 p. 8659067. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Detectors
Experiments
2018
1 Citation (Scopus)

A data-driven congestion diffusion model for characterizing traffic in metrocity scales

Zhao, B., Xu, C. & Liu, S., Jan 12 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Obradovic, Z., Baeza-Yates, R., Kepner, J., Nambiar, R., Wang, C., Toyoda, M., Suzumura, T., Hu, X., Cuzzocrea, A., Baeza-Yates, R., Tang, J., Zang, H., Nie, J-Y. & Ghosh, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1243-1252 10 p. (Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Diffusion Model
Traffic Flow
Data-driven
Congestion
Traffic Congestion

Defending Against Adversarial Samples Without Security through Obscurity

Guo, W., Wang, Q., Zhang, K., Ororbia, A. G., Huang, S., Liu, X., Giles, C. L., Lin, L. & Xing, X., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 137-146 10 p. 8594838. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Defects
Deep neural networks
Malware
1 Citation (Scopus)

History of improving statistical efficiency

Barton, R. R., Nakayama, M. K. & Schruben, L., Jan 4 2018, 2017 Winter Simulation Conference, WSC 2017. Chan, V. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 158-180 23 p. (Proceedings - Winter Simulation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rare Event Simulation
Variance Reduction
Dependence Structure
Simulation Modeling
Discrete event simulation
1 Citation (Scopus)

History of the winter simulation conference: Period of growth, consolidation, and innovation (1993-2007)

Barton, R. R., Joines, J. A. & Morrice, D. J., Jan 4 2018, 2017 Winter Simulation Conference, WSC 2017. Chan, V. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 87-99 13 p. (Proceedings - Winter Simulation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Consolidation
Websites
Innovation
Simulation
Proliferation
2 Citations (Scopus)

Investigating active learning for concept prerequisite learning

Liang, C., Ye, J., Wang, S., Pursel, B. & Giles, C. L., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 7913-7919 7 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Learning systems
Labels
Physics
Education

Organizational routine-matching in delivery of capital projects

Bhawani, S., Leicht, R. M., Taylor, J. & Humphrey, S. E., Jan 1 2018, Construction Research Congress 2018: Construction Project Management - Selected Papers from the Construction Research Congress 2018. Harris, R., Wang, C., Harper, C., Berryman, C. & Lee, Y. (eds.). American Society of Civil Engineers (ASCE), p. 733-743 11 p. (Construction Research Congress 2018: Construction Project Management - Selected Papers from the Construction Research Congress 2018; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Construction industry
Personnel
2017
22 Citations (Scopus)

Adversary resistant deep neural networks with an application to malware detection

Wang, Q., Guo, W., Zhang, K., Ororbia, A. G., Xing, X., Liu, X. & Giles, C. L., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1145-1153 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image recognition
Tides
Information retrieval
Speech recognition
Computer vision
6 Citations (Scopus)

Aggregating local context for accurate scene text detection

He, D., Yang, X., Huang, W., Zhou, Z., Kifer, D. & Giles, C. L., Jan 1 2017, Computer Vision - 13th Asian Conference on Computer Vision, ACCV 2016, Revised Selected Papers. Nishino, K., Lai, S-H., Lepetit, V. & Sato, Y. (eds.). Springer Verlag, p. 280-296 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10115 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network architecture
Neural networks
Line
Experiments
Refinement
1 Citation (Scopus)

Distractor generation with generative adversarial nets for automatically creating fill-in-the-blank questions

Liang, C., Yang, X., Wham, D., Pursel, B., Passonneau, R. J. & Giles, C. L., Dec 4 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 33. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fourier trajectory analysis for identifying system congestion

Wu, X. & Barton, R. R., Jan 17 2017, 2016 Winter Simulation Conference: Simulating Complex Service Systems, WSC 2016. Roeder, T. M., Szechtman, R., Frazier, P. I. & Zhou, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 401-412 12 p. 7822107. (Proceedings - Winter Simulation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

CUSUM Chart
Congestion
Trajectories
Trajectory
Dynamic Behavior
17 Citations (Scopus)

Multi-scale FCN with cascaded instance aware segmentation for arbitrary oriented word spotting in the wild

He, D., Yang, X., Liang, C., Zhou, Z., Ororbia, A. G., Kifer, D. & Giles, C. L., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 474-483 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
1 Citation (Scopus)

Robust integral sliding mode controller for quadrotor flight

Yu, H., Wu, S., Lv, Q., Zhou, Y. & Liu, S., Dec 29 2017, Proceedings - 2017 Chinese Automation Congress, CAC 2017. Institute of Electrical and Electronics Engineers Inc., p. 7352-7356 5 p. (Proceedings - 2017 Chinese Automation Congress, CAC 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sliding Mode
Controller
Controllers
Angle
Lyapunov Theory
5 Citations (Scopus)

Structural descriptions of process models based on goal-oriented unfolding

Qian, C., Wen, L., Wang, J., Kumar, A. & Li, H., Jan 1 2017, Advanced Information Systems Engineering - 29th International Conference, CAiSE 2017. Dubois, E. & Pohl, K. (eds.). Springer Verlag, p. 397-412 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10253 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unfolding
Process Model
Model-based
Coverage
Information Loss

What can physicians learn from social forums: Insights from an on-line self help and support group

Chow, S-M., Kumar, A., Ouyang, A., Zhong, B., Lee, J. & Inverso, N., Nov 16 2017, 2017 IEEE 7th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2017. Institute of Electrical and Electronics Engineers Inc., 8114302. (IEEE International Conference on Computational Advances in Bio and Medical Sciences, ICCABS; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016
1 Citation (Scopus)

A reinforcement learning framework for trajectory prediction under uncertainty and budget constraint

Le, T. V., Liu, S. & Lau, H. C., Jan 1 2016, Frontiers in Artificial Intelligence and Applications. IOS Press, p. 347-354 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 285).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Trajectories
Uncertainty
Planning
3 Citations (Scopus)

CiteSeerX data: Semanticizing scholarly papers

Wu, J., Liang, C., Yang, H. & Giles, C. L., Jun 26 2016, Proceedings of the International Workshop on Semantic Big Data, SBD 2016, in conjunction with the 2016 ACM SIGMOD/PODS Conference. Gruenwald, L. & Groppe, S. (eds.). Association for Computing Machinery, a2. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital libraries
Search engines
Information management
Semantics
Big data
7 Citations (Scopus)

Detecting arbitrary oriented text in the wild with a visual attention model

Huang, W., He, D., Yang, X., Zhou, Z., Kifer, D. & Giles, C. L., Oct 1 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 551-555 5 p. (MM 2016 - Proceedings of the 2016 ACM Multimedia Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Semantics
3 Citations (Scopus)

ExRORU: A new approach to characterize the behavioral semantics of process models

Wang, S., Wen, L., Kumar, A., Wang, J. & Su, J., Jan 1 2016, On the Move to Meaningful Internet Systems: OTM 2016 Conferences - Confederated International Conferences: CoopIS, CandTC, and ODBASE 2016, Proceedings. Dillon, T., Debruyne, C., Oâ’Sullivan, D., Panetto, H., Kuhn, E., Ardagna, C. A. & Meersman, R. (eds.). Springer Verlag, p. 318-326 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10033 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Process Model
Semantics
Uncertainty
Prefix
Unfolding
5 Citations (Scopus)

Immersive analytics for multi-objective dynamic integrated climate-economy (DICE) models

Simpson, M., Wallgrün, J. O., Klippel, A., Yang, L., Garner, G., Keller, K., Oprean, D. & Bansal, S., Nov 6 2016, Companion Proceedings of the 2016 ACM International Conference on Interactive Surfaces and Spaces: Nature Meets Interactive Surfaces, ISS 2016. Association for Computing Machinery, Inc, p. 99-105 7 p. (Companion Proceedings of the 2016 ACM International Conference on Interactive Surfaces and Spaces: Nature Meets Interactive Surfaces, ISS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visualization
Decision making

Object identification with Pay-As-You-Go crowdsourcing

Wu, T., Zhang, C. J., Chen, L., Hui, P. & Liu, S., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 578-585 8 p. 7840650. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments
3 Citations (Scopus)

Optimizing process model redesign

Kumar, A. & Indradat, P., Jan 1 2016, Service-Oriented Computing - 14th International Conference, ICSOC 2016, Proceedings. Tata, S., Stroulia, E., Bhiri, S. & Sheng, Q. Z. (eds.). Springer Verlag, p. 39-54 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9936 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Process Model
Business Rules
Alternatives
Best Practice
Costs
2 Citations (Scopus)

Reinforcement learning framework for modeling spatial sequential decisions under uncertainty

Le, T. V., Liu, S. & Lau, H. C., Jan 1 2016, AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1449-1450 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Trajectories
Uncertainty
Planning
1 Citation (Scopus)

Scalable algorithms for scholarly figure mining and semantics

Choudhury, S. R., Wang, S. & Giles, C. L., Jun 26 2016, Proceedings of the International Workshop on Semantic Big Data, SBD 2016, in conjunction with the 2016 ACM SIGMOD/PODS Conference. Gruenwald, L. & Groppe, S. (eds.). Association for Computing Machinery, a1. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Metadata
Search engines
Processing

Transition adjacency relation computation based on unfolding: Potentials and challenges

Pei, J., Wen, L., Ye, X., Kumar, A. & Lin, Z., Jan 1 2016, On the Move to Meaningful Internet Systems: OTM 2016 Conferences - Confederated International Conferences: CoopIS, CandTC, and ODBASE 2016, Proceedings. Dillon, T., Debruyne, C., Oâ’Sullivan, D., Panetto, H., Kuhn, E., Ardagna, C. A. & Meersman, R. (eds.). Springer Verlag, p. 61-79 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10033 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adjacency
Unfolding
Petri nets
Metric
Petri Nets
7 Citations (Scopus)

Tutorial: Simulation metamodeling

Barton, R. R., Feb 16 2016, 2015 Winter Simulation Conference, WSC 2015. Institute of Electrical and Electronics Engineers Inc., p. 1765-1779 15 p. 7408294. (Proceedings - Winter Simulation Conference; vol. 2016-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metamodeling
Metamodel
Simulation Analysis
Simulation
Simulation Model
16 Citations (Scopus)

Urban human mobility data mining: An overview

Zhao, K., Tarkoma, S., Liu, S. & Vo, H., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1911-1920 10 p. 7840811

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Urban planning
Traffic congestion
Air pollution
Mobile phones
2015
2 Citations (Scopus)

Digitizing offline shopping behavior towards mobile marketing

Ghose, A., Li, B. & Liu, S., 2015, 2015 International Conference on Information Systems: Exploring the Information Frontier, ICIS 2015. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Marketing
marketing
Trajectories
consumer information
Shopping centers
2 Citations (Scopus)

Impact of socio-technical network on process performance

Liu, R. & Kumar, A., Jan 19 2015, CollaborateCom 2014 - Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing. Institute of Electrical and Electronics Engineers Inc., p. 243-252 10 p. 7014570. (CollaborateCom 2014 - Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Personnel
1 Citation (Scopus)

Learning from the offline trace: A case study of the taxi industry

Zhang, Y., Li, B., Krishnan, R. & Liu, S., 2015, 2015 International Conference on Information Systems: Exploring the Information Frontier, ICIS 2015. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trace
Industry
Economics
industry
Analog to digital conversion
17 Citations (Scopus)

Managing controlled violation of temporal process constraints

Kumar, A., Sabbella, S. R. & Barton, R. R., Jan 1 2015, Business Process Management - 13th International Conference, BPM 2015, Proceedings. Recker, J., Weidlich, M. & Motahari-Nezhad, H. R. (eds.). Springer Verlag, p. 280-296 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9253).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Controllability
Work Flow
Completion
Penalty
Temporal Constraints

Modelling cascades over time in microblogs

Xie, W., Zhu, F., Liu, S. & Wang, K., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Luo, F., Ogan, K., Zaki, M. J., Haas, L., Ooi, B. C., Kumar, V., Rachuri, S., Pyne, S., Ho, H., Hu, X., Yu, S., Hsiao, M. H-I. & Li, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 677-686 10 p. 7363812. (Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hazards
Cascades (fluid mechanics)
Marketing
Industry
Experiments
2 Citations (Scopus)

Predicting bundles of spatial locations from learning revealed preference data

Le, T. V., Liu, S., Lau, H. C. & Krishnan, R., 2015, AAMAS 2015 - Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1121-1129 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Purchasing
Economics
Costs
Experiments
9 Citations (Scopus)

Statistical uncertainty analysis for stochastic simulation with dependent input models

Xie, W., Nelson, B. L. & Barton, R. R., Jan 1 2015, Proceedings of the 2014 Winter Simulation Conference, WSC 2014. Tolk, A., Diallo, S. Y., Ryzhov, I. O. & Yilmaz, L. (eds.). Institute of Electrical and Electronics Engineers Inc., Vol. 2015-January. p. 674-685 12 p. 7019931

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Uncertainty Analysis
Uncertainty analysis
Stochastic Simulation
Statistical Analysis
Uncertainty
14 Citations (Scopus)

Visually monitoring multiple perspectives of business process compliance

Knuplesch, D., Reichert, M. & Kumar, A., Jan 1 2015, Business Process Management - 13th International Conference, BPM 2015, Proceedings. Recker, J., Weidlich, M. & Motahari-Nezhad, H. R. (eds.). Springer Verlag, p. 263-279 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9253).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Business Process
Compliance
Monitoring
Industry
Data Flow
2014
3 Citations (Scopus)

A quantitative analysis of decision process in social groups using human trajectories

Le, T. V., Liu, S., Lau, H. C. & Krishnan, R., Jan 1 2014, 13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1425-1426 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Chemical analysis
Decision making
7 Citations (Scopus)

Effective mobile context pattern discovery via adapted hierarchical dirichlet processes

Zheng, J., Liu, S. & Ni, L. M., Jan 1 2014, Proceedings - 2014 IEEE 15th International Conference on Mobile Data Management, IEEE MDM 2014. Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 146-155 10 p. 6916915

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bluetooth
Intelligent buildings
Smartphones
Global positioning system
Semantics
18 Citations (Scopus)

Efficient top-k spatial locality search for co-located spatial web objects

Qu, Q., Liu, S., Yang, B. & Jensen, C. S., Jan 1 2014, Proceedings - 2014 IEEE 15th International Conference on Mobile Data Management, IEEE MDM 2014. Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 269-278 10 p. 6916930

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
121 Citations (Scopus)

HYDRA: Large-scale social identity linkage via heterogeneous behavior modeling

Liu, S., Wang, S., Zhu, F., Zhang, J. & Krishnan, R., Jan 1 2014, SIGMOD 2014 - Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 51-62 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Competitive intelligence
Supervised learning
Multiobjective optimization
Experiments
11 Citations (Scopus)

Integrating non-spatial preferences into spatial location queries

Qu, Q., Liu, S., Yang, B. & Jensen, C. S., Jan 1 2014, SSDBM 2014 - Proceedings of the 26th International Conference on Scientific and Statistical Database Management. Association for Computing Machinery, 8

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
25 Citations (Scopus)

Interestingness-driven diffusion process summarization in dynamic networks

Qu, Q., Liu, S., Jensen, C. S., Zhu, F. & Faloutsos, C., Jan 1 2014, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings. PART 2 ed. Springer Verlag, p. 597-613 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8725 LNAI, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Summarization
Dynamic Networks
Diffusion Process
Traceability
Vertex of a graph
5 Citations (Scopus)

Online community transition detection

Tan, B., Zhu, F., Qu, Q. & Liu, S., 2014, Web-Age Information Management - 15th International Conference, WAIM 2014, Proceedings. Springer Verlag, Vol. 8485 LNCS. p. 633-644 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8485 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Online Communities
User Behavior
Marketing
Experiments
Social Networks
16 Citations (Scopus)

Robust bayesian inverse reinforcement learning with sparse behavior noise

Zheng, J., Liu, S. & Ni, L. M., Jan 1 2014, Proceedings of the National Conference on Artificial Intelligence. AI Access Foundation, p. 2198-2205 8 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Vehicle routing
Decision making
Experiments
18 Citations (Scopus)

ShopProfiler: Profiling shops with crowdsourcing data

Guo, X., Chan, E. C. L., Liu, C., Wu, K., Liu, S. & Ni, L. M., Jan 1 2014, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1240-1248 9 p. 6848056. (Proceedings - IEEE INFOCOM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shopping centers
Mobile phones
Labels
Classifiers
Hot Temperature