Classification of challenging Laser-Induced Breakdown Spectroscopy soil sample data - EMSLIBS contest

Jakub Vrábel, Erik Képeš, Ludovic Duponchel, +11

Spectrochimica Acta Part B Atomic Spectroscopy

Malware Detection by Analysing Network Traffic with Neural Networks

Paul Prasse, Lukáš Machlica, Tomáš Pevný, +2

Internet Traffic AnalysisEngineeringMachine LearningEncrypted TrafficInformation Security +14

DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection Using Deep Neural Networks

Silvia Makowski, Paul Prasse, David R. Reich, +3

IEEE Transactions on Biometrics Behavior and Identity Science

Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading

David R. Reich, Paul Prasse, Chiara Tschirner, +3

Biometric Identification and Presentation-Attack Detection using Micro- and Macro-Movements of the Eyes

Silvia Makowski, Lena A. Jäger, Paul Prasse, +1

Biometric IdentificationPresentation-attack DetectionEye Movement DataEngineeringBiometric Privacy +23

pymovements: A Python Package for Eye Movement Data Processing

Daniel G. Krakowczyk, David R. Reich, Jakob Chwastek, +6

Machine VisionEngineeringOphthalmologyData ScienceVisual Function +8

Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading

Shuwen Deng, David R. Reich, Paul Prasse, +3

Proceedings of the ACM on Human-Computer Interaction

Syntactic ParsingNeurolinguisticsPsycholinguisticsCognitionAttention +22

Improving cognitive-state analysis from eye gaze with synthetic eye-movement data

Paul Prasse, David R. Reich, Silvia Makowski, +2

Computers & Graphics

On the Relationship between Eye Tracking Resolution and Performance of Oculomotoric Biometric Identification

Paul Prasse, Lena A. Jäger, Silvia Makowski, +2

Procedia Computer Science

Convolutional Neural NetworkEngineeringBiometricsOculomotoric Biometric IdentificationIris Biometrics +24

SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks

Paul Prasse, David R. Reich, Silvia Makowski, +3