• 2001 Citations
19982020

Research output per year

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Research Output

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Conference contribution
2001

Airline Crew Pairing Generation in Parallel

Klabjan, D. & Schwan, K., 2001, Proceedings of the 10th SIAM Conference on Parallel Processing for Scientific Computing.

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

Robust Airline Crew Scheduling

Klabjan, D., Schaefer, A., Johnson, E. L., Kleywegt, A. & Nemhauser, G. L., 2001, Proceedings of TRISTAN IV.

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

2004

Integrated Airline Planning

Sandhu, R. & Klabjan, D., Jun 2004, Proceedings of TRISTAN V.

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

2006

Integrated transportation system design for space exploration logistics

Taylor, C., De Weck, O. & Klabjan, D., 2006, AIAA 57th International Astronautical Congress, IAC 2006. American Institute of Aeronautics and Astronautics Inc., p. 7030-7043 14 p. (AIAA 57th International Astronautical Congress, IAC 2006; vol. 10).

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

1 Scopus citations

Modeling interplanetary logistics: A mathematical model for mission planning

Taylor, C., Song, M., Klabjan, D., de Weck, O. L. & Simchi-Levi, D., Dec 1 2006, SpaceOps 2006 Conference. (SpaceOps 2006 Conference).

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

16 Scopus citations

Warehousing and analyzing massive RFID data sets

Gonzalez, H., Han, J., Li, X. & Klabjan, D., 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. p. 83 1 p. 1617451. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

225 Scopus citations

Warehousing and mining massive RFID data sets

Han, J., Gonzalez, H., Li, X. & Klabjan, D., 2006, Advanced Data Mining and Applications - Second International Conference, ADMA 2006, Proceedings. Li, X., Zaïane, O. R. & Li, Z. (eds.). Springer Verlag, p. 1-18 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4093 LNAI).

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

28 Scopus citations
2008

Fully Polynomial Time Approximation Schemes for stochastic dynamic programs

Halman, N., Klabjan, D., Li, C. L., Orlin, J. & Simchi-Levi, D., Dec 1 2008, Proceedings of the 19th Annual ACM-SIAM Symposium on Discrete Algorithms. p. 700-709 10 p. (Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms).

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

20 Scopus citations
2009

Topology formation for wireless mesh network planning

Chen, C. C., Chekuri, C. & Klabjan, D., Oct 12 2009, IEEE INFOCOM 2009 - The 28th Conference on Computer Communications. p. 2671-2675 5 p. 5062209. (Proceedings - IEEE INFOCOM).

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

10 Scopus citations
2010

Strategic Gang Scheduling in the Railway Industry

Klabjan, D. & Yang, D., Jun 2010, Proceedings of TRISTAN VII.

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

2011

An agent-based decision support system for electric vehicle charging infrastructure deployment

Sweda, T. & Klabjan, D., Nov 7 2011, 2011 IEEE Vehicle Power and Propulsion Conference, VPPC 2011. 6043201. (2011 IEEE Vehicle Power and Propulsion Conference, VPPC 2011).

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

100 Scopus citations

Optimization of battery charging and purchasing at electric vehicle battery swap stations

Worley, O. & Klabjan, D., Nov 7 2011, 2011 IEEE Vehicle Power and Propulsion Conference, VPPC 2011. 6043182

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

54 Scopus citations

Optimization of on-site renewable energy generation for industrial sites

Ruangpattana, S., Klabjan, D., Arinez, J. & Biller, S., Jun 20 2011, 2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011. 5772448

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

12 Scopus citations
2012

An agent-based decision support system for electric vehicle charging infrastructure deployment

Sweda, T. & Klabjan, D., Dec 1 2012, 26th Electric Vehicle Symposium 2012, EVS 2012. p. 620-624 5 p. (26th Electric Vehicle Symposium 2012, EVS 2012; vol. 1).

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

An agent-based decision support system for electric vehicle charging infrastructure deployment

Sweda, T. & Klabjan, D., Dec 1 2012, 26th Electric Vehicle Symposium 2012. p. 367-371 5 p. (26th Electric Vehicle Symposium 2012; vol. 1).

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

Finding minimum-cost paths for electric vehicles

Sweda, T. M. & Klabjan, D., May 15 2012, 2012 IEEE International Electric Vehicle Conference, IEVC 2012. 6183286

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

55 Scopus citations

Simultaneous vehicle routing and charging station siting for commercial electric vehicles

Worley, O., Klabjan, D. & Sweda, T. M., 2012, 2012 IEEE International Electric Vehicle Conference, IEVC 2012. 6183279. (2012 IEEE International Electric Vehicle Conference, IEVC 2012).

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

47 Scopus citations
2013

Attractiveness-based network models

Klabjan, D., Wang, D. & Shebalov, S., Jan 1 2013, 53rd AGIFORS Annual Proceedings 2013 - Annual Symposium and Study Group Meeting, AGIFORS 2013. AGIFORS, Vol. 2. p. 1045-1062 18 p.

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

2014

Semantic properties of customer sentiment in tweets

Ko, E. E. & Klabjan, D., Jan 1 2014, Proceedings - 2014 IEEE 28th International Conference on Advanced Information Networking and Applications Workshops, IEEE WAINA 2014. IEEE Computer Society, p. 657-663 7 p. 6844713. (Proceedings - 2014 IEEE 28th International Conference on Advanced Information Networking and Applications Workshops, IEEE WAINA 2014).

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

4 Scopus citations
2015

Implementing deep neural networks for financial market prediction on the intel xeon phi

Dixon, M., Klabjan, D. & Bang, J. H., Nov 15 2015, Proceedings of WHPCF 2015: 8th Workshop on High Performance Computational Finance - Held in conjunction with SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis. Association for Computing Machinery, Inc, a6

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

15 Scopus citations
2016

Guns and guardians: Comparative cluster analysis and behavioral profiling in destiny

Drachen, A., Green, J., Gray, C., Harik, E., Lu, P., Sifa, R. & Klabjan, D., Jul 2 2016, 2016 IEEE Conference on Computational Intelligence and Games, CIG 2016. IEEE Computer Society, 7860423. (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 0).

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

12 Scopus citations

Rapid Prediction of Player Retention in Free-to-Play Mobile Games

Drachen, A., Lundquist, E. T., Kung, Y., Rao, P., Sifa, R., Runge, J. & Klabjan, D., 2016, Twelfth Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE-16). p. 23-29 7 p.

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

Temporal topic analysis with endogenous and exogenous processes

Wang, B. & Klabjan, D., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 3045-3051 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

1 Scopus citations
2017

Iteratively reweighted least squares algorithms for L1-Norm principal component analysis

Park, Y. W. & Klabjan, D., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 430-438 9 p. 7837867. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

6 Scopus citations

Optimization for large-scale machine learning with distributed features and observations

Nathan, A. & Klabjan, D., Jan 1 2017, Machine Learning and Data Mining in Pattern Recognition - 13th International Conference, MLDM 2017, Proceedings. Perner, P. (ed.). Springer Verlag, p. 132-146 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10358 LNAI).

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

1 Scopus citations

Predicting litigation likelihood and time to litigation for patents

Wongchaisuwat, P., Klabjan, D. & McGinnis, J. O., Jun 12 2017, Proceedings of the 16th International Conference on Artificial Intelligence and Law, ICAIL 2017. Association for Computing Machinery, p. 257-260 4 p. (Proceedings of the International Conference on Artificial Intelligence and Law).

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

2 Scopus citations

Semantic Document Distance Measures and Unsupervised Document Revision Detection

Zhu, X., Klabjan, D. & Bless, P. N., 2017, Proceedings of the Eight nternational Joint Conference on Natural Language Processing (IJCNLP 2017). Vol. 1. p. 947-956 10 p.

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

Unsupervised terminological ontology learning based on hierarchical topic modeling

Zhu, X., Klabjan, D. & Bless, P. N., Nov 8 2017, Proceedings - 2017 IEEE International Conference on Information Reuse and Integration, IRI 2017. Khan, L., Palanisamy, B., Zhang, C. & Sarvestani, S. S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 32-41 10 p. (Proceedings - 2017 IEEE International Conference on Information Reuse and Integration, IRI 2017; vol. 2017-January).

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

2018

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

2 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

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

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

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

4 Scopus citations
2019

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

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

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

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
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

Retention Prediction in Sandbox Games with Bipartite Tensor Factorization

Sifa, R., Fedell, M., Franklin, N., Klabjan, D., Ram, S., Venugopal, A., Demediuk, S. & Drachen, A., 2020, Intelligent Computing - Proceedings of the 2020 Computing Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 297-308 12 p. (Advances in Intelligent Systems and Computing; vol. 1228 AISC).

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