Download Advances in Neural Information Processing Systems 14: by Thomas Diettrich, Suzanna Becker, Zoubin Ghahramani PDF

By Thomas Diettrich, Suzanna Becker, Zoubin Ghahramani

ISBN-10: 0262042088

ISBN-13: 9780262042086

The once a year convention on Neural info Processing platforms (NIPS) is the flagship convention on neural computation. The convention is interdisciplinary, with contributions in algorithms, studying thought, cognitive technology, neuroscience, imaginative and prescient, speech and sign processing, reinforcement studying and keep an eye on, implementations, and various functions. merely approximately 30 percentage of the papers submitted are approved for presentation at NIPS, so the standard is phenomenally excessive. those lawsuits include all the papers that have been awarded on the 2001 convention.

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Although details are left vague, Elkins et al. found a significant correlation between departures from the F0 baseline and deception; no effect was noted for eye gaze. Vrij [2008, p. 62] argues that deception researchers have failed to provide a set of “consistent and reliable nonverbal cues,” in part because the research community lacks sufficiently detailed methods for identifying and measuring vocal and other nonverbal cues. Standardization of data descriptions and experimental protocols are needed to ensure progress in this area.

28 2. THE BACKGROUND LITERATURE ON BEHAVIORAL CUES TO DECEPTION Conclusion DePaulo et al. carried out a wide analysis of the literature, which reveals how difficult it is to evaluate the possible cues to deception, as the relation between deception and the single cues is usually weak. Indeed, in the conclusion of their study they state that “behavioral cues that are discernible by human perceivers are associated with deceit only probabilistically. , 2003, p. 106]. Nonetheless, thanks to the size of their data collection and to the rigor of their methodological approach, the study of DePaulo et al.

For example, it is noteworthy that eye contact and gaze aversion were not significant cues of deception. is is in contrast with what is commonly believed about deceptive behavior. A possible explanation of this result may rely on the fact that social actors are highly aware of their management of eye contact and are able to control it, exercising countermeasures. e expression of this kind of behavior may also be regulated in a more complex way, as discussed in the section on Moderators below. A further relevant parameter that affects the extent to which a speaker appears compelling is the sense of uncertainty which accompanies the narrative.

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Advances in Neural Information Processing Systems 14: Proceedings of the 2001 Conference by Thomas Diettrich, Suzanna Becker, Zoubin Ghahramani

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