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All Outputs (8)

Conditional probability estimation (2016)
Journal Article
Cattaneo, M. (2016). Conditional probability estimation. Proceedings of Machine Learning Research, 52, 86-97. http://www.jmlr.org/proceedings/papers/v52/cattaneo16.html

This paper studies in particular an aspect of the estimation of conditional probability distributions by maximum likelihood that seems to have been overlooked in the literature on Bayesian networks: The information conveyed by the conditioning event... Read More about Conditional probability estimation.

The likelihood interpretation of fuzzy data (2016)
Journal Article
Cattaneo, M. E. G. V. (2017). The likelihood interpretation of fuzzy data. Advances in Intelligent Systems and Computing, 456, 113-120. https://doi.org/10.1007/978-3-319-42972-4_14

© Springer International Publishing Switzerland 2017. The interpretation of degrees of membership as statistical likelihood is probably the oldest interpretation of fuzzy sets. It allows in particular to easily incorporate fuzzy data and fuzzy infere... Read More about The likelihood interpretation of fuzzy data.

Testing of coarsening mechanisms: Coarsening at random versus subgroup independence (2016)
Journal Article
Cattaneo, M. E. G. V., Augustin, T., Plass, J., & Schollmeyer, G. (2017). Testing of coarsening mechanisms: Coarsening at random versus subgroup independence. Advances in Intelligent Systems and Computing, 456, 415-422. https://doi.org/10.1007/978-3-319-42972-4_51

Abstract Since coarse(ned) data naturally induce set-valued estimators, analysts often assume coarsening at random (CAR) to force them to be single-valued. Using the PASS data as an example, we re-illustrate the impossibility to test CAR and contrast... Read More about Testing of coarsening mechanisms: Coarsening at random versus subgroup independence.

Transverse fracture properties of green wood and the anatomy of six temperate tree species (2016)
Journal Article
Özden, S., Ennos, A. R., & Cattaneo, M. E. G. V. (2017). Transverse fracture properties of green wood and the anatomy of six temperate tree species. Forestry, 90(1), 58-69. https://doi.org/10.1093/forestry/cpw023

© Institute of Chartered Foresters, 2016. All rights reserved. The aim of this study was to investigate the effect of wood anatomy and density on the mechanics of fracture when wood is split in the radial-longitudinal (RL) and tangential-longitudinal... Read More about Transverse fracture properties of green wood and the anatomy of six temperate tree species.

Different distance measures for fuzzy linear regression with Monte Carlo methods (2016)
Journal Article
Cattaneo, M. E. G. V., & İçen, D. (2017). Different distance measures for fuzzy linear regression with Monte Carlo methods. Soft Computing, 21(22), 6687-6697. https://doi.org/10.1007/s00500-016-2218-7

The aim of this study was to determine the best distance measure for estimating the fuzzy linear regression model parameters with Monte Carlo (MC) methods. It is pointed out that only one distance measure is used for fuzzy linear regression with MC m... Read More about Different distance measures for fuzzy linear regression with Monte Carlo methods.

A high-throughput sequencing test for diagnosing inherited bleeding, thrombotic, and platelet disorders (2016)
Journal Article
Simeoni, I., Stephens, J. C., Hu, F., Deevi, S. V. V., Megy, K., Bariana, T. K., Lentaigne, C., Schulman, S., Sivapalaratnam, S., Vries, M. J. A., Westbury, S. K., Greene, D., Papadia, S., Alessi, M. C., Attwood, A. P., Ballmaier, M., Baynam, G., Bermejo, E., Bertoli, M., …Turro, E. (2016). A high-throughput sequencing test for diagnosing inherited bleeding, thrombotic, and platelet disorders. Blood, 127(23), 2791-2803. https://doi.org/10.1182/blood-2015-12-688267

Inherited bleeding, thrombotic, and platelet disorders (BPDs) are diseases that affect ∼300 individuals per million births. With the exception of hemophilia and von Willebrand disease patients, a molecular analysis for patients with a BPD is often un... Read More about A high-throughput sequencing test for diagnosing inherited bleeding, thrombotic, and platelet disorders.

Energy efficient scheme based on simultaneous transmission of the local decisions in cooperative spectrum sensing (2016)
Journal Article
Aquino, G. P., Guimarães, D. A., & Cattaneo, M. E. G. V. (2016). Energy efficient scheme based on simultaneous transmission of the local decisions in cooperative spectrum sensing. KSII transactions on internet and information systems, 10(3), 996-1015. https://doi.org/10.3837/tiis.2016.03.003

A common concern regarding cooperative spectrum sensing (CSS) schemes is the occupied bandwidth and the energy consumption during the transmissions of sensing information to the fusion center over the reporting control channels. This concern is inten... Read More about Energy efficient scheme based on simultaneous transmission of the local decisions in cooperative spectrum sensing.