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Research Output 1977 2020

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2019

BEPT: A behavior-based process translator for interpreting and understanding process models

Qian, C., Wen, L. & Kumar, A., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1873-1882 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Process model
Language
Completeness
Paradigm
Theoretical analysis
3 Citations (Scopus)

Bi-LSTM-CRF sequence labeling for keyphrase extraction from scholarly documents

Al-Zaidy, R. A., Caragea, C. & Lee Giles, C., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2551-2557 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Labeling
Labels
Semantics
Long short-term memory

CiteSeerX: 20 Years of service to scholarly big data

Wu, J., Kim, K. & Lee Giles, C., May 13 2019, Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse, AIDR 2019. Association for Computing Machinery, 3359119. (ACM International Conference Proceeding Series).

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

Open Access
Digital libraries
Search engines
Metadata
Big data
1 Citation (Scopus)

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. Jawahar, C. V., Schindler, K., Mori, G. & 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
1 Citation (Scopus)

Learned Neural Iterative Decoding for Lossy Image Compression Systems

Ororbia, A. G., Mali, A., Wu, J., O'Connell, S., Dreese, W., Miller, D. & Giles, C. L., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Marcellin, M. W., Bilgin, A., Storer, J. A. & Serra-Sagrista, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3-12 10 p. 8712688. (Data Compression Conference Proceedings; vol. 2019-March).

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

Iterative decoding
Recurrent neural networks
Image compression
Decoding
Color

Maximizing the utility in location-based mobile advertising

Cheng, P., Lian, X., Chen, L. & Liu, S., Apr 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
1 Citation (Scopus)

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

Tangent-CFT: An embedding model for mathematical formulas

Mansouri, B., Rohatgi, S., Oard, D. W., Wu, J., Giles, C. L. & Zanibbi, R., Sep 23 2019, ICTIR 2019 - Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval. Association for Computing Machinery, Inc, p. 11-18 8 p. (ICTIR 2019 - Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval).

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

Search engines

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
2 Citations (Scopus)

A Web Service for Author Name Disambiguation in Scholarly Databases

Kim, K., Sefid, A., Weinberg, B. A. & Giles, C. L., Sep 5 2018, Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 265-273 9 p. 8456358. (Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services).

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

Web services
Search engines
Application programming interfaces (API)
Data base
Query

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
3 Citations (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
4 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
5 Citations (Scopus)

Learning a hierarchical latent-variable model of 3D shapes

Liu, S., Giles, L. & Ororbia, A., Oct 12 2018, Proceedings - 2018 International Conference on 3D Vision, 3DV 2018. Institute of Electrical and Electronics Engineers Inc., p. 542-551 10 p. 8491006. (Proceedings - 2018 International Conference on 3D Vision, 3DV 2018).

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

Sampling
Experiments

Organizational routine-matching in delivery of capital projects

Bhawani, S., Leicht, R., Taylor, J. & Humphrey, S., 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

Text extraction and retrieval from smartphone screenshots: Building a repository for life in media

Chiatti, A., Cho, M. J., Gagneja, A., Yang, X., Brinberg, M., Roehrick, K., Choudhury, S. R., Ram, N., Reeves, B. & Giles, C. L., Apr 9 2018, Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018. Association for Computing Machinery, p. 948-955 8 p. (Proceedings of the ACM Symposium on Applied Computing).

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

Smartphones
Image retrieval
Optical character recognition
Search engines
Metadata
1 Citation (Scopus)

The schematic diagrams of actuators of an mechatronic wheel steering system

Belousov, B., Demik, V., Kozlova, A., Ksenevich, T., Naumov, S., Medvedev, E., Lyushnin, S. & Kuzminkov, K., Jan 1 2018, FISITA World Automotive Congress 2018. FISITA, (FISITA World Automotive Congress 2018; vol. 2018-October).

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

Mechatronics
Schematic diagrams
Wheels
Actuators
Vehicle wheels
2017
29 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
2 Citations (Scopus)

A supervised learning approach to entity matching between scholarly big datasets

Wu, J., Sefid, A., Ge, A. C. & Giles, C. L., Dec 4 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 41. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

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

Supervised learning
Metadata
Search engines
Digital libraries
Bibliographies
3 Citations (Scopus)

Automatic knowledge base construction from scholarly documents

Al-Zaidy, R. A. & Giles, C. L. C., Aug 31 2017, DocEng 2017 - Proceedings of the 2017 ACM Symposium on Document Engineering. Association for Computing Machinery, Inc, p. 149-152 4 p. (DocEng 2017 - Proceedings of the 2017 ACM Symposium on Document Engineering).

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

Taxonomies
Search engines
Availability
2 Citations (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. & 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

8 Citations (Scopus)

Learning to extract semantic structure from documents using multimodal fully convolutional neural networks

Yang, X., Yumer, E., Asente, P., Kraley, M., 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. 4342-4351 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

Pixels
Semantics
Neural networks
Network architecture
18 Citations (Scopus)

Learning to read irregular text with attention mechanisms

Yang, X., He, D., Zhou, Z., Kifer, D. & Lee Giles, C., Jan 1 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 3280-3286 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

Text processing
Experiments
20 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
6 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
6 Citations (Scopus)

Text extraction from smartphone screenshots to archive in situ Media Behavior

Chiatti, A., Yang, X., Brinberg, M., Cho, M. J., Gagneja, A., Ram, N., Reeves, B. & Giles, C. L., Dec 4 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 40. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

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

Digital devices
Optical character recognition
Smartphones
Image processing
Trajectories

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. Kaminka, G. A., Dignum, F., Hullermeier, E., Bouquet, P., Dignum, V., Fox, M. & van Harmelen, F. (eds.). 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

BBookX: Building online open books for personalized learning

Liang, C., Wang, S., Wu, Z., Williams, K., Pursel, B., Brautigam, B., Saul, S., Williams, H., Bowen, K. & Gile, C. L., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 4369-4370 2 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

Textbooks
Costs
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
4 Citations (Scopus)

Dynamic framework for assessing cyber security risks in a changing environment

Naumov, S. & Kabanov, I., Dec 7 2016, 2016 International Conference on Information Science and Communications Technologies, ICISCT 2016. Institute of Electrical and Electronics Engineers Inc., 7777406. (2016 International Conference on Information Science and Communications Technologies, ICISCT 2016).

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

Risk assessment
Industry
Dynamical systems
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
1 Citation (Scopus)

Financial entity record linkage with random forests

Kim, K. & Giles, C. L., Jun 26 2016, Proceedings of the 2nd International Workshop on Data Science for Macro-Modeling, DSMM 2016 - In conjunction with the ACM SIGMOD/PODS Conference. Association for Computing Machinery, 2951908. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 01-July-2016).

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

Learning systems
Cleaning
Classifiers
2 Citations (Scopus)

Fourier trajectory analysis for identifying system congestion

Wu, X. & Barton, R. R., Jul 2 2016, 2016 Winter Simulation Conference: Simulating Complex Service Systems, WSC 2016. Roeder, T. M., Frazier, P. I., Szechtman, R. & Zhou, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 401-412 12 p. 7822107. (Proceedings - Winter Simulation Conference; vol. 0).

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

CUSUM Chart
Congestion
Trajectories
Trajectory
Dynamic Behavior
6 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
3 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. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

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
8 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
17 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. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

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

Data mining
Urban planning
Traffic congestion
Air pollution
Mobile phones