Massive Data Sets: Proceedings of a Workshop
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It was also agreed that there is a need to change or improve data analysis presentation tools. In this connection, better design of hierarchical visual display and improved techniques for conveying or displaying variability and bias in models were suggested. It was also agreed that a more broad-based education will be required for statisticians, one that includes better links between statistics and computer science. Research community and paradigm issues include a need to identify success stories regarding the use and analysis of massive data sets; increase the visibility of concerns about massive data sets in professional and educational settings; and explore relevant literature in computer science, statistical mechanics, and other areas.
Discussions during the workshop pointed to the need for a wider variety of statistical models, beyond the traditional linear ones that work well when data is essentially "clean" and possesses nice properties. A dilemma is that analysis of massive, complex data generates involved and complicated answers, yet there is a perceived need to keep things simple. The culminating activity of the workshop was a panel discussion on fundamental issues and grand challenges during which participants exchanged views on basic concerns and research issues raised to varying extents in the workshop's three group discussion sessions.
To facilitate the discussion the panel moderator posed four questions selected from among those generated by panel members prior to the session. The proceedings reflect attempts by workshop participants to address these and related questions. There were significant differences of opinion, but some agreement on items for ongoing exploration and attention—summarized above and listed in Part IV —was reached.
Massive Data Sets: Proceedings of a Workshop - Google книги
Opening Remarks Jon Kettenring, Bellcore. Dumais, Bellcore.
Russell, Advanced Micro Devices. Kindermann and Marshall M. DeBerry, Jr. Department of Justice. McIntosh, Bellcore. Sampson, University of Washington. Amant and Paul R. Cohen, University of Massachusetts. Visualizing Large Datasets Stephen G. Solka, W. Poston, and D. Wegman, George Mason University. Items for Ongoing Consideration. Closing Remarks Jon Kettenring, Bellcore. Appendix: Workshop Participants. Based on feedback from you, our users, we've made some improvements that make it easier than ever to read thousands of publications on our website.
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Printed in the United States of America. Page iii Share Cite. Committee on Applied and Theoretical Statistics. Jon R. Kettering, Bellcore, Chair. Richard A. Berk, University of California, Los Angeles. Lawrence D. Brown, University of Pennsylvania. Advertisement Hide. International Supercomputing Conference. Conference paper. This is a preview of subscription content, log in to check access. Ahrens, J. Chen, J. In: Computational Science and Discovery, vol. Chiueh, T. Foley, J.
Addison-Wesley Longman Publishing Co. Guthe, S. Hearn, D. Kumar, S. Lawder, J. ICIS ICPR Proceedings of the 17th International Conference on. Pattern Recognition Letters. Retrieved 18 November Retrieved 13 March Kuehne, H. Jhuang, E. Garrote, T. Poggio, and T. September Spatio-temporal relationship match: Video structure comparison for recognition of complex human activities.
June View invariant human action recognition using histograms of 3d joints. Two-person interaction detection using body-pose features and multiple instance learning. January May November Cultural factors in the regression of non-verbal communication perception. International Journal of Computer Vision. Retrieved 27 February Springer International Publishing, CVPR ACM, ADL Holub, and P.
Caltech object category dataset California Inst. Modern information retrieval.
New York: ACM press, Cordts, M. Omran, S. Ramos, T. Enzweiler, R. Benenson, U. Franke, S. Roth, and B. Schiele, " The Cityscapes Dataset. Luke N. Darlow, Elliot J. Crowley, Antreas Antoniou, Amos J. Retrieved 13 November Machine Learning, etc. Retrieved 13 October Linnaeus 5 dataset.
Development of the multi-agent logic programming approach to a human behaviour analysis in a multi-channel video surveillance. Retrieved 19 July Giordana, and L. Machine Learning. Neural Networks. Extracting motion primitives from natural handwriting data. Babu and M. Character recognition in natural images. Proceedings of the IEEE. Ke; et al. Pattern Recognition. Remote Sensing Letters. Springer India, The DownLinQ. July Bag-of-visual-words and spatial extensions for land-use classification.
DeepSat: a learning framework for satellite imagery. Proceedings of the IEEE computer society conference on. Retrieved 1 October Retrieved 1 June Communications of the ACM. Bibcode : CACM Baveye, E. Dellandrea, C. Chamaret, and L. Chen, " Deep Learning vs. Baveye, H. Wang, V. Quang, B. Ionescu, E.
List of datasets for machine-learning research
Schedl, C. Demarty, and L. Chen, " The mediaeval affective impact of movies task ," in MediaEval Workshop, Johnson and M. A new compression technique for surveillance videos: Evaluation using new dataset.
Methods in Ecology and Evolution. Magnifying the tiny color changes of plant green leaves using Eulerian video magnification". Journal of Electronic Imaging. Bibcode : JEI Information Retrieval. Maxwell; Konstan, Joseph A. Google Research Blog. Retrieved 26 February Journal of Airport Management. AAAI Press, Harvard Dataverse. Retrieved 27 April In Potamias, G. Bibcode : cs The Journal of Machine Learning Research. Hidalgo, and Akebo Yamakami. Expert Systems with Applications. Carnegie-mellon univ pittsburgh pa dept of computer science, Online Policy Adaptation for Ensemble Algorithms.
IDIAP, Retrieved 26 March Scientific Reports. Bibcode : NatSR I have every publicly available Reddit comment for research. Any interest in this? Kowsari, D. Brown, M. Heidarysafa, K. Jafari Meimandi, M. Gerber and L. Barnes, "Web of Science Dataset", doi: Association for Computational Linguistics, Journal of Big Data.
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