Research Output

Filter
Conference contribution
2020

Listwise learning to rank by exploring unique ratings

Zhu, X. & Klabjan, D., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 798-806 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

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

Open Access

On the Convexification of Constrained Quadratic Optimization Problems with Indicator Variables

Wei, L., Gómez, A. & Küçükyavuz, S., Jan 1 2020, Integer Programming and Combinatorial Optimization - 21st International Conference, IPCO 2020, Proceedings. Bienstock, D. & Zambelli, G. (eds.). Springer, p. 433-447 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12125 LNCS).

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

2019

A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning

Lin, Y., Zhang, K., Yang, Z., Wang, Z., Basar, T., Sandhu, R. & Liu, J., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5562-5567 6 p. 9029257. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Activation Ensembles for Deep Neural Networks

Klabjan, D. & Harmon, M., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 206-214 9 p. 9006069. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

A new framework for parallel ranking & selection using an adaptive standard

Pei, L., Nelson, B. L. & Hunter, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2201-2212 12 p. 8632457. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

A Spline-Based Method for Modelling and Generating A Nonhomogeneous Poisson Process

Morgan, L. E., Nelson, B. L., Titman, A. C. & Worthington, D. J., Dec 2019, 2019 Winter Simulation Conference, WSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 356-367 12 p. 9004867. (Proceedings - Winter Simulation Conference; vol. 2019-December).

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

1 Scopus citations

A Team Based Player Versus Player Recommender Systems Framework for Player Improvement

Joshi, R., Gupta, V., Li, X., Cui, Y., Wang, Z., Ravari, Y. N., Klabjan, D., Sifa, R., Parsaeian, A., Drachen, A. & Demediuk, S., Jan 29 2019, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2019. Association for Computing Machinery, a45. (ACM International Conference Proceeding Series).

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

Better input modeling via model averaging

Jiang, W. X. & Nelson, B. L., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1575-1586 12 p. 8632239. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms

Zhong, Y., Rasmussen, L., Deng, Y., Pacheco, J., Smith, M. E., Starren, J. B., Wei, W. Q., Speltz, P., Denny, J., Walton, N., Hripcsak, G., Chute, C. G. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1143-1146 4 p. 8621240. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Data-driven dynamic network modeling for analyzing the evolution of product competitions

Xie, J., Bi, Y., Sha, Z., Wang, M., Fu, Y., Contractor, N., Gong, L. & Chen, W., Jan 1 2019, 45th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2019).

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

Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images

Mao, C., Yao, L., Pan, Y., Luo, Y. & Zeng, Z., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1209-1214 6 p. 8621107. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

1 Scopus citations

Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes

Li, Y., Yao, L., Mao, C., Srivastava, A., Jiang, X. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 683-686 4 p. 8621574. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

2 Scopus citations

Early prediction of acute kidney injury in critical care setting using clinical notes and structured multivariate physiological measurements

Sun, M., Baron, J., Dighe, A., Szolovits, P., Wunderink, R. G., Isakova, T. & Luo, Y., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 368-372 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

2 Scopus citations

Efficient Portfolios Computed via Moment-Based Bounding-approximations: Part i - EB

Dokov, S., Popova, I. & Morton, D. P., Nov 2019, International Conference on Information Science and Communications Technologies: Applications, Trends and Opportunities, ICISCT 2019. Institute of Electrical and Electronics Engineers Inc., 9011994. (International Conference on Information Science and Communications Technologies: Applications, Trends and Opportunities, ICISCT 2019).

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

Estimating Sensitivity to Input Model Variance

Jiang, W. X., Nelson, B. L. & Hong, L. J., Dec 2019, 2019 Winter Simulation Conference, WSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3705-3716 12 p. 9004684. (Proceedings - Winter Simulation Conference; vol. 2019-December).

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

Gradient based criteria for sequential design

Erickson, C. B., Ankenman, B. E., Plumlee, M. & Sanchez, S. M., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 467-478 12 p. 8632546. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Implementing a Portable Clinical NLP System with a Common Data Model - A Lisp Perspective

Luo, Y. & Szolovits, P., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 461-466 6 p. 8621521. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

1 Scopus citations

Learning Partially Observable Markov Decision Processes Using Coupled Canonical Polyadic Decomposition

Huang, K., Yang, Z., Wang, Z. & Hong, M., Jun 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 295-299 5 p. 8755551. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

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

Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games

Cedeno-Mieles, V., Hu, Z., Deng, X., Ren, Y., Adiga, A., Barrett, C., Ekanayake, S., Korkmaz, G., Kuhlman, C. J., Machi, D., Marathe, M. V., Ravi, S. S., Goode, B. J., Ramakrishnan, N., Saraf, P., Self, N., Contractor, N., Epstein, J. M. & Macy, M. W., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 357-364 8 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

1 Scopus citations

Mixture-based Multiple Imputation Model for Clinical Data with a Temporal Dimension

Xue, Y., Klabjan, D. & Luo, Y., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 245-252 8 p. 9005672. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

Multi-fidelity simulation optimisation for airline disruption management

Rhodes-Leader, L., Worthington, D. J., Nelson, B. L. & Onggo, B. S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2179-2190 12 p. 8632329. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

1 Scopus citations

On the statistical rate of nonlinear recovery in generative models with heavy-tailed data

Wei, X., Yang, Z. & Wang, Z., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 11606-11643 38 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

Pipelines and their compositions for modeling and analysis of controlled online networked social science experiments

Cedeno-Mieles, V., Hu, Z., Deng, X., Contractor, N., Ren, Y., Ekanayake, S., Goode, B. J., Kuhlman, C. J., Machi, D., Marathe, M. V., Mortveit, H. H., Ramakrishnan, N., Saraf, P., Self, N., Epstein, J. M. & Macy, M. W., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 774-785 12 p. 8632478. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

1 Scopus citations

Plausible optima

Plumlee, M. & Nelson, B. L., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1981-1992 12 p. 8632297. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Rich text formatted EHR narratives: A hidden and ignored trove

Zeng, Z., Zhao, Y., Sun, M., Vo, A. H., Starren, J. B. & Luo, Y., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 472-476 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Stratified mortality prediction of patients with acute kidney injury in critical care

Xu, Z., Luo, Y., Adekkanattu, P., Ancker, J. S., Jiang, G., Kiefer, R. C., Pacheco, J. A., Rasmussen, L. V., Pathak, J. & Wang, F., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 462-466 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk

Chao, G., Mao, C., Wang, F., Zhao, Y. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1189-1194 6 p. 8621403. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

1 Scopus citations

The trails of Just Cause 2: Spatio-temporal player profiling in open-world games

Aung, M., Demediuk, S., Sun, Y., Tu, Y., Ang, Y., Nekkanti, S., Raghav, S., Klabjan, D., Sifa, R. & Drachen, A., Aug 26 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games, FDG 2019. Khosmood, F., Pirker, J., Apperley, T. & Deterding, S. (eds.). Association for Computing Machinery, 41. (ACM International Conference Proceeding Series).

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

Open Access

Unbiased metamodeling via likelihood ratios

Dong, J., Ben Feng, M. & Nelson, B. L., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1778-1789 12 p. 8632506. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

1 Scopus citations

Uniform convergence of sample average approximation with adaptive multiple importance sampling

Ben Feng, M., Maggiar, A., Staum, J. C. & Wächter, A., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1646-1657 12 p. 8632370. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Using machine learning to integrate socio-behavioral factors in predicting cardiovascular-related mortality risk

Wang, H., Li, Y., Ning, H., Wilkins, J. T., Lloyd-Jones, D. M. & Luo, Y., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 433-437 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Who would you like to work with? Use of individual characteristics and social networks in team formation systems

Gómez-Zará, D., Paras, M., Twyman, M., Lane, J. N., DeChurch, L. A. & Contractor, N., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

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

4 Scopus citations
2018

A Progressive Batching L-BFGS Method for Machine Learning

Bollapragada, R., Mudigere, D., Nocedal, J., Shi, H. J. M. & Tang, P. T. P., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 989-1013 25 p. (35th International Conference on Machine Learning, ICML 2018; vol. 2).

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

2 Scopus citations

Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks

Yao, L., Mao, C. & Luo, Y., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 70-71 2 p. 8411810. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018).

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

6 Scopus citations

Competitive multi-agent inverse reinforcement learning with sub-optimal demonstrations

Wang, X. & Klabjan, D., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 8148-8175 28 p. (35th International Conference on Machine Learning, ICML 2018; vol. 11).

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

1 Scopus citations

Controlling the crucible: A novel PvP recommender systems framework for destiny

Sifa, R., Pawlakos, E., Zhai, K., Haran, S., Jha, R., Klabjan, D. & Drachen, A., Jan 29 2018, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2018. Association for Computing Machinery, 3167926. (ACM International Conference Proceeding Series).

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

8 Scopus citations

Data-driven parameter calibration in wake models

Liu, B., Byon, E. & Plumlee, M., Jan 1 2018, Wind Energy Symposium. 210029 ed. American Institute of Aeronautics and Astronautics Inc, AIAA, (Wind Energy Symposium, 2018; no. 210029).

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

Decluttering Geographic Data View Displays

Rantanen, E. M., Hochberg, L., Di, M. & Klabjan, D., Sep 27 2018, Proceedings of the Human Factors and Ergonomics Society Annual Meeting (2018). 1 ed. Vol. 32. p. 1653-1657 5 p.

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

Open Access

Dynamic Truth Discovery on Numerical Data

Zhi, S., Yang, F., Zhu, Z., Li, Q., Wang, Z. & Han, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 817-826 10 p. 8594906. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

1 Scopus citations

Generative modeling of human behavior and social interactions using abductive analysis

Ren, Y., Cedeno-Mieles, V., Hu, Z., Deng, X., Adiga, A., Barrett, C., Ekanayake, S., Goode, B. J., Korkmaz, G., Kuhlman, C. J., Machi, D., Marathe, M. V., Ramakrishnan, N., Ravi, S. S., Sarat, P., Selt, N., Contractor, N., Epstein, J. & Macy, M. W., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 413-420 8 p. 8508282. (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).

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

6 Scopus citations

How co-creation processes unfold and predict submission quality in crowd-based open innovation

Mattarelli, E., Hinds, P., Lu, C., Schecter, A., Contractor, N. & Topac, B., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

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

Location-Awareness in Time Series Compression

Teng, X., Züfle, A., Trajcevski, G. & Klabjan, D., Jan 1 2018, Advances in Databases and Information Systems - 22nd European Conference, ADBIS 2018, Proceedings. Benczur, A., Horvath, T. & Thalheim, B. (eds.). Springer Verlag, p. 82-95 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11019 LNCS).

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

1 Scopus citations

Portable Phenotyping System: A Portable Machine-Learning Approach to i2b2 Obesity Challenge

Sharma, H., Mao, C., Zhang, Y., Vatani, H., Yao, L., Zhong, Y., Rasmussen, L., Jiang, G., Pathak, J. & Luo, Y., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 86-87 2 p. 8411818. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018).

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

Symmetry. saddle points, and global optimization landscape of nonconvex matrix factorization

Li, X., Haupt, J., Lu, J., Wang, Z., Arora, R., Liu, H. & Zhao, T., Oct 23 2018, 2018 Information Theory and Applications Workshop, ITA 2018. Institute of Electrical and Electronics Engineers Inc., 8503215. (2018 Information Theory and Applications Workshop, ITA 2018).

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

1 Scopus citations

The behavior and network position of peer production founders

Foote, J. & Contractor, N., Jan 1 2018, Transforming Digital Worlds - 13th International Conference, iConference 2018, Proceedings. Chowdhury, G., McLeod, J., Gillet, V. & Willett, P. (eds.). Springer Verlag, p. 99-106 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10766 LNCS).

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

1 Scopus citations

The edge density barrier: Computational-statistical tradeoffs in combinatorial inference

Lu, H., Cao, Y., Lu, J., Liu, H. & Wang, Z., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 5119-5148 30 p. (35th International Conference on Machine Learning, ICML 2018; vol. 7).

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

To be or not to be... social: Incorporating simple social features in mobile game customer lifetime value predictions

Drachen, A., Pastor, M., Liu, A., Fontaine, D. J., Chang, Y., Runge, J., Sifa, R. & Klabjan, D., Jan 29 2018, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2018. Association for Computing Machinery, 3167925. (ACM International Conference Proceeding Series).

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

3 Scopus citations

Using clinical narratives and structured data to identify distant recurrences in breast cancer

Zexian, Z., Ankita, R., Xiaoyu, L., Sasa, E., Clare, S. E., Khan, S. A. & Luo, Y., Jul 24 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 44-52 9 p. 8419346. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018).

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

2 Scopus citations
2017

Airline disruption recovery using symbiotic simulation and multi-fidelity modelling

Rhodes-Leader, L., Onggo, B. S., Worthington, D. J. & Nelson, B. L., Jan 1 2017, Proceedings of the Operational Research Society Simulation Workshop 2018, SW 2018. Robertson, D., Fakhimi, M., Anagnostou, A. & Meskarian, R. (eds.). Operational Research Society, p. 146-155 10 p. (Proceedings of the Operational Research Society Simulation Workshop 2018, SW 2018).

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

2 Scopus citations

Computational methods for optimization via simulation using Gaussian Markov Random Fields

Semelhago, M., Nelson, B. L., Wachter, A. & Song, E., Jun 28 2017, 2017 Winter Simulation Conference, WSC 2017. Chan, V. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 2080-2091 12 p. (Proceedings - Winter Simulation Conference).

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

2 Scopus citations