A Deep Learning Approach for Multimodal Deception Detection

Dropout: a simple way to prevent neural networks from overfitting

Srivastava, N., Hinton, G.E., Krizhevsky, A., Sutskever, I., Salakhutdinov, R.: · 1958

Earlier work this paper cites.

Sound exchange

Norskog, L.: · 1991

Earlier work this paper cites.

Detecting lies and deceit: The psychology of lying and implications for professional practice

Vrij, A.: · 2000

Earlier work this paper cites.

Linguistic inquiry and word count: Liwc 2001

Pennebaker, J.W., Francis, M.E., Booth, R.J.: · 2001

Earlier work this paper cites.

Cues to deception

DePaulo, B.M., Lindsay, J.J., Malone, B.E., Muhlenbruck, L., Charlton, K., Cooper, H.: · 2003

Earlier work this paper cites.

Accuracy of deception judgments

Bond Jr, C.F., DePaulo, B.M.: · 2006

Earlier work this paper cites.

The impact of deception and suspicion on different hand movements

Caso, L., Maricchiolo, F., Bonaiuto, M., Vrij, A., Mann, S.: · 2006

Earlier work this paper cites.

Cyberbullying: its nature and impact in secondary school pupils

Smith, P.K., Mahdavi, J., Carvalho, M., Fisher, S., Russell, S., Tippett, N.: · 2008

Earlier work this paper cites.

Linguistic ethnography: Identifying dominant word classes in text

Mihalcea, R., Pulman, S.G.: · 2009

Cited alongside, same era.

Risk assessment and the polygraph

Gannon, T.A., Beech, A.R., Ward, T.: · 2009

Cited alongside, same era.

Telling lies: Clues to deceit in the marketplace, politics, and marriage (revised edition)

Ekman, P.: · 2009

Cited alongside, same era.

Nonverbal indicators of deception: How iconic gestures reveal thoughts that cannot be suppressed

Cohen, D., Beattie, G., Shovelton, H.: · 2010

Cited alongside, same era.

Rectified linear units improve restricted boltzmann machines

Nair, V., Hinton, G.E.: · 2010

Cited alongside, same era.

Automatic detection of deception in child-produced speech using syntactic complexity features

Yancheva, M., Rudzicz, F.: · 2013

Recent developments in opensmile, the munich open-source multimedia feature extractor

Eyben, F., Weninger, F., Gross, F., Schuller, B.: · 2013

Later among the works it cites.

Bullying beyond the schoolyard: Preventing and responding to cyberbullying

Hinduja, S., Patchin, J.W.: · 2014

Later among the works it cites.

Convolutional neural networks for sentence classification

Original

Kim, Y.: · 2014

Later among the works it cites.

A convolutional neural network for modelling sentences

Original

Kalchbrenner, N., Grefenstette, E., Blunsom, P.: · 2014

Later among the works it cites.

Deception detection using real-life trial data

Pérez-Rosas, V., Abouelenien, M., Mihalcea, R., Burzo, M.: · 2015

Later among the works it cites.