Paul R Schrater

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Paul R Schrater

1993 …2024

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  • 2019

    A generalizable performance evaluation model of driving games via risk-weighted trajectories

    Flemming, R., Schmück, E., Mussack, D., Cardoso-Leite, P. & Schrater, P., 2019, EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining. Lynch, C. F., Merceron, A., Desmarais, M. & Nkambou, R. (eds.). International Educational Data Mining Society, p. 548-551 4 p. (EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Belief dynamics extraction

    Kumar, A., Wu, Z., Pitkow, X. & Schrater, P., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 2058-2064 7 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Characterizing the shape of activation space in deep neural networks

    Gebhart, T., Schrater, P. & Hylton, A., Dec 2019, Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019. Wani, M. A., Khoshgoftaar, T. M., Wang, D., Wang, H. & Seliya, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1537-1542 6 p. 8999219. (Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • Generating normative predictions with a variable-length rate code

    Christie, S. T. & Schrater, P. R., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 233-239 7 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Principles underlying the design of a cognitive training game as a research framework

    Schmuck, E., Flemming, R., Schrater, P. & Cardoso-Leite, P., Sep 2019, 2019 11th International Conference on Virtual Worlds and Games for Serious Applications, VS-Games 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1DUUMY 8864551. (2019 11th International Conference on Virtual Worlds and Games for Serious Applications, VS-Games 2019 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Temporal proximity filtering

    Kumar, A., Schrater, P. R. & Aggarwal, K., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3312818. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Towards discovering problem similarity through deep learning: Combining problem features and user behavior

    Mussack, D., Flemming, R., Schrater, P. & Cardoso-Leite, P., 2019, EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining. Lynch, C. F., Merceron, A., Desmarais, M. & Nkambou, R. (eds.). International Educational Data Mining Society, p. 615-618 4 p. (EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations
  • 2018

    Learning effects arise from task-indexed adaptive coding

    Christie, S. T., Mussack, D. & Schrater, P. R., 2018, Proceedings of ICCM 2018 - 16th International Conference on Cognitive Modeling. Juvina, I., Houpt, J. & Myers, C. (eds.). University of Wisconsin, p. 11-16 6 p. (Proceedings of ICCM 2018 - 16th International Conference on Cognitive Modeling).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Predicting Contextual Influences on App Usage from a Rational Model of Time Allocation

    Edge, R., Mussack, D., Böhmer, M. & Schrater, P. R., Oct 2 2018, 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018. Institute of Electrical and Electronics Engineers Inc., p. 95-99 5 p. 8480308. (2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2017

    Novelty learning via collaborative proximity filtering

    Kumar, A. & Schrater, P., Mar 7 2017, IUI 2017 - Proceedings of the 22nd International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 601-610 10 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations
  • 2016

    Automatically discovering fatigue patterns from sparsely labelled temporal data

    Guo, K. & Schrater, P., Mar 2 2016, Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015. Institute of Electrical and Electronics Engineers Inc., p. 351-355 5 p. 7424334. (Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Modeling sampling duration in decisions from experience

    Srivastava, N., Müller-Trede, J., Schrater, P. & Vul, E., 2016, Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. Papafragou, A., Grodner, D., Mirman, D. & Trueswell, J. C. (eds.). The Cognitive Science Society, p. 2285-2290 6 p. (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations
  • 2015

    "i like to explore sometimes": Adapting to dynamic user novelty preferences

    Kapoor, K., Kumar, V., Terveen, L., Konstan, J. A. & Schrater, P., Sep 16 2015, RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 19-26 8 p. (RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    94 Scopus citations

  • Just in time recommendations - Modeling the dynamics of boredom in activity streams

    Kapoor, K., Subbian, K., Srivastava, J. & Schrater, P., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 233-242 10 p. (WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    64 Scopus citations
  • 2014

    Classical conditioning via inference over observable situation contexts

    Srivastava, N. & Schrater, P. R., 2014, Proceedings of the 36th Annual Meeting of the Cognitive Science Society, CogSci 2014. The Cognitive Science Society, p. 1503-1508 6 p. (Proceedings of the 36th Annual Meeting of the Cognitive Science Society, CogSci 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Frugal preference formation

    Srivastava, N. & Schrater, P. R., 2014, Proceedings of the 36th Annual Meeting of the Cognitive Science Society, CogSci 2014. The Cognitive Science Society, p. 1509-1514 6 p. (Proceedings of the 36th Annual Meeting of the Cognitive Science Society, CogSci 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2013

    Efficient learning in linearly solvable MDP models

    Li, A. & Schrater, P. R., 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 248-253 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Measuring spontaneous devaluations in user preferences

    Kapoor, K., Srivastava, N., Srivastava, J. & Schrater, P., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 1061-1069 9 p. 2487679. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    11 Scopus citations
  • 2012

    Rational inference of relative preferences

    Srivastava, N. & Schrater, P. R., 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 2303-2311 9 p. (Advances in Neural Information Processing Systems; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Using POMDPs to control an accuracy-processing time trade-off in video surveillance

    Kapoor, K., Amato, C., Srivastava, N. & Schrater, P. R., 2012, AAAI-12 / IAAI-12 - Proceedings of the 26th AAAI Conference on Artificial Intelligence and the 24th Innovative Applications of Artificial Intelligence Conference. p. 2293-2298 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2011

    A cognitive basis for theories of intrinsic motivation

    Srivastava, N., Kapoor, K. & Schrater, P. R., 2011, 2011 IEEE International Conference on Development and Learning, ICDL 2011. 6037327. (2011 IEEE International Conference on Development and Learning, ICDL 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • A predictive model for self-motivated decision-making behavior

    Srivastava, N. & Schrater, P. R., 2011, 20th Annual Conference on Behavior Representation in Modeling and Simulation 2011, BRiMS 2011. p. 82-89 8 p. (20th Annual Conference on Behavior Representation in Modeling and Simulation 2011, BRiMS 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A value-relativistic decision theory predicts known biases in human preferences

    Srivastava, N. & Schrater, P. R., 2011, Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011. Carlson, L., Hoelscher, C. & Shipley, T. F. (eds.). The Cognitive Science Society, p. 1280-1285 6 p. (Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Cognitive efficiency as a causal mechanism for social preferences

    Srivastava, N. & Schrater, P. R., 2011, Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011. p. 647-650 4 p. 6113188. (Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2010

    Object rigidity and reflectivity identification based on motion analysis

    Zang, D., Schrater, P. R. & Doerschner, K., 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 4573-4576 4 p. 5652288. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations
  • 2009

    Rapid classification of surface reflectance from image velocities

    Doerschner, K., Kersten, D. & Schrater, P., 2009, Computer Analysis of Images and Patterns - 13th International Conference, CAIP 2009, Proceedings. p. 856-864 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5702 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Rapid inference of object rigidity and reflectance using optic flow

    Zang, D., Doerschner, K. & Schrater, P. R., 2009, Computer Analysis of Images and Patterns - 13th International Conference, CAIP 2009, Proceedings. p. 881-888 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5702 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations

  • Structure learning in human sequential decision-making

    Acuña, D. & Schrater, P. R., 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. Neural Information Processing Systems, p. 1-8 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations
  • 2008

    Independent component analysis and evolutionary algorithms for building representative benchmark subsets

    Christopoulos, V. N., Lilja, D. J., Schrater, P. R. & Georgopoulos, A. P., 2008, ISPASS 2008 - IEEE International Symposium on Performance Analysis of Systems and Software. p. 169-178 10 p. 4510749. (ISPASS 2008 - IEEE International Symposium on Performance Analysis of Systems and Software).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2007

    A predictive empirical model for pricing and resource allocation decisions

    Ketter, W., Collins, J., Gini, M. L., Schrater, P. R. & Gupta, A., 2007, ICEC 2007: Proceedings of the Ninth International Conference on Electronic Commerce. p. 449-458 10 p. (ACM International Conference Proceeding Series; vol. 258).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations

  • Handling shape and contact location uncertainty in grasping two-dimensional planar objects

    Christopoulos, V. N. & Schrater, P. R., 2007, Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2007. p. 1557-1563 7 p. 4399509. (IEEE International Conference on Intelligent Robots and Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    30 Scopus citations

  • Learning dynamic event descriptions in image sequences

    Veeraraghavan, H., Papanikolopoulos, N. P. & Schrater, P. R., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270100. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    19 Scopus citations
  • 2006

    Adaptive geometric templates for feature matching

    Veeraraghavan, H., Schrater, P. R. & Papanikolopoulos, N. P., 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, ICRA 2006. p. 3393-3397 5 p. 1642220. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Deterministic sampling-based switching Kalman filtering for vehicle tracking

    Veeraraghavan, H., Papanikolopoulos, N. P. & Schrater, P. R., Dec 1 2006, Proceedings of ITSC 2006: 2006 IEEE Intelligent Transportation Systems Conference. p. 1340-1345 6 p. 1707409. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    33 Scopus citations

  • Identifying and forecasting economic regimes in TAC SCM

    Ketter, W., Collins, J., Gini, M. L., Gupta, A. & Schrater, P. R., 2006, Agent-Mediated Elect. Commerce. Design. Trading Agents and Mechanisms - AAMAS 2005 Workshop, AMEC 2005, and IJCAI 2005 Workshop, TADA 2005, Selected and Revised Papers. Springer Verlag, p. 113-125 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3937 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • Theory and Dynamics of Perceptual Bistability

    Schrater, P. R. & Sundareswara, R., 2006, NIPS 2006: Proceedings of the 19th International Conference on Neural Information Processing Systems. Scholkopf, B., Platt, J. C. & Hofmann, T. (eds.). MIT Press Journals, p. 1217-1224 8 p. (NIPS 2006: Proceedings of the 19th International Conference on Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations
  • 2005

    Accurate statistical approaches for generating representative workload compositions

    Eeckhout, L., Sundareswarat, R., Yi, J. J., Lilja, D. J. & Schrater, P. R., 2005, Proceedings of the 2005 IEEE International Symposium on Workload Characterization, IISWC-2005. p. 56-66 11 p. 1526001. (Proceedings of the 2005 IEEE International Symposium on Workload Characterization, IISWC-2005; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Scopus citations

  • A Computational approach to predicting economic regimes in automated exchanges

    Ketter, W., Collins, J., Gini, M. L., Gupta, A. & Schrater, P. R., Jan 1 2005, 15th Workshop on Information Technology and Systems, WITS 2005. University of Arizona, p. 147-152 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Bayesian modelling of camera calibration and reconstruction

    Sundareswara, R. & Schrater, P. R., Dec 1 2005, Proceedings - 5th International Conference on 3-D Digital Imaging and Modeling, 3DIM 2005. p. 394-401 8 p. 1443270. (Proceedings of International Conference on 3-D Digital Imaging and Modeling, 3DIM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations

  • Driver activity monitoring through supervised and unsupervised learning

    Veeraraghavan, H., Atev, S., Bird, N., Schrater, P. R. & Papanikolopoulos, N. P., 2005, ITSC`05: 2005 IEEE Intelligent Conference on Transportation Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 580-585 6 p. 1520169. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    28 Scopus citations

  • Mobile camera positioning to optimize the observability of human activity recognition tasks

    Bodor, R., Drenner, A., Janssen, M., Schrater, P. & Papanikolopoulos, N., 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS. IEEE Computer Society, p. 1564-1569 6 p. 1545599. (2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    18 Scopus citations

  • Multi- camera positioning to optimize task observability

    Bodor, R., Schrater, P. & Papanikolopoulos, N., 2005, IEEE Conference on Advanced Video and Signal Based Based Surveillance - Proceedings of AVSS 2005. p. 552-557 6 p. 1577328. (IEEE International Conference on Advanced Video and Signal Based Surveillance - Proceedings of AVSS 2005; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    25 Scopus citations

  • Non-stationary policy learning in 2-player zero sum games

    Jensen, S., Boley, D. L., Gini, M. L. & Schrater, P. R., Dec 1 2005, Proceedings of the 20th National Conference on Artificial Intelligence and the 17th Innovative Applications of Artificial Intelligence Conference, AAAI-05/IAAI-05. Vol. 2. p. 789-794 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • Rapid on-line temporal sequence prediction by an adaptive agent

    Jensen, S., Boley, D. L., Gini, M. L. & Schrater, P. R., Dec 1 2005, Proceedings of the 4th International Conference on Autonomous Agents and Multi agent Systems, AAMAS 05. Dignum, F., Dignum, V., Koenig, S., Kraus, S., Pechoucek, M., Singh, M., Steiner, D., Thompson, S. & Wooldridge, M. (eds.). p. 217-223 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations

  • Switching Kalman filter-based approach for tracking and event detection at traffic intersections

    Veeraraghavan, H., Schrater, P. R. & Papanikolopoulos, N. P., 2005, Proceedings of the 20th IEEE International Symposium on Intelligent Control, ISIC '05 and the 13th Mediterranean Conference on Control and Automation, MED '05. IEEE Computer Society, p. 1167-1172 6 p. 1467180. (Proceedings of the 20th IEEE International Symposium on Intelligent Control, ISIC '05 and the 13th Mediterranean Conference on Control and Automation, MED '05; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    19 Scopus citations
  • 2004

    Human and ideal observers for detecting image curves

    Yuille, A., Fang, F., Schrater, P. & Kersten, D., 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • Workspace calibration via perceptual judgments

    Sundareswara, R. & Schrater, P. R., 2004, Proceedings - 1st Symposium on Applied Perception in Graphics and Visualization, APGV 2004. Association for Computing Machinery, p. 182 1 p. (Proceedings - 1st Symposium on Applied Perception in Graphics and Visualization, APGV 2004).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2003

    Extensible point location algorithm

    Sundareswara, R. & Schrater, P. R., Jan 1 2003, Proceedings - 2003 International Conference on Geometric Modeling and Graphics, GMAG 2003. Institute of Electrical and Electronics Engineers Inc., p. 84-89 6 p. 1219670. (Proceedings - 2003 International Conference on Geometric Modeling and Graphics, GMAG 2003).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Scopus citations