T. Scheffer

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Aliases
T. Scheffer, Tobias Scheffer
Publication record
138 papers · 7,557 citations · H-index 42

PAPERS

SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks
202315 citationsauthor #5
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models
20235 citationsauthor #5
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading
202331 citationsauthor #5
Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification
20228 citationsauthor #5
Pre-Training on In Vitro and Fine-Tuning on Patient-Derived Data Improves Deep Neural Networks for Anti-Cancer Drug-Sensitivity Prediction
20227 citationsauthor #6
Fairness in Oculomotoric Biometric Identification
20225 citationsauthor #5
Matching anticancer compounds and tumor cell lines by neural networks with ranking loss
20228 citationsauthor #7
Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue
20225 citationsauthor #4
Detection of ADHD based on Eye Movements during Natural Viewing
202216 citationsauthor #9
Learning Explainable Representations of Malware Behavior
20216 citationsauthor #6
DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection Using Deep Neural Networks
202142 citationsauthor #6
Large-scale literature mining to assess the relation between anti-cancer drugs and cancer types
20215 citationsauthor #5
RainNet v1.0: a convolutional neural network for radar-based precipitation nowcasting
2020207 citationsauthor #2
On the Relationship between Eye Tracking Resolution and Performance of Oculomotoric Biometric Identification
202018 citationsauthor #5
Biometric Identification and Presentation-Attack Detection using Micro- and Macro-Movements of the Eyes
202022 citationsauthor #4
Discriminative Viewer Identification using Generative Models of Eye Gaze
20201 citationsauthor #6
RainNet v1.0: a convolutional neural network for radar-based precipitation nowcasting
2020150 citationsauthor #2
Towards the automatic detection of social biomarkers in autism spectrum disorder: introducing the simulated interaction task (SIT)
202059 citationsauthor #2
Supplementary material to "RainNet v1.0: a convolutional neural network for radar-based precipitation nowcasting"
20202 citationsauthor #2
Joint detection of malicious domains and infected clients
20193 citationsauthor #5
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye
201958 citationsauthor #6
A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements
201829 citationsauthor #5
Detecting Autism by Analyzing a Simulated Social Interaction
201822 citationsauthor #7
Malware Detection by HTTPS Traffic Analysis
201710 citationsauthor #6
Malware Detection by Analysing Encrypted Network Traffic with Neural Networks
201726 citationsauthor #5
Malware Detection by Analysing Network Traffic with Neural Networks
201743 citationsauthor #5
Varying-coefficient models for geospatial transfer learning
20172 citationsauthor #4
Varying-coefficient models for geospatial transfer learning
201724 citationsauthor #4
Learning to control a structured-prediction decoder for detection of HTTP-layer DDoS attackers
201613 citationsauthor #2
A Nonergodic Ground‐Motion Model for California with Spatially Varying Coefficients
2016127 citationsauthor #3
Learning to control a structured-prediction decoder for detection of HTTP-layer DDoS attackers
20160 citationsauthor #2
Huber-Norm Regularization for Linear Prediction Models
201617 citationsauthor #4
Solving Prediction Games with Parallel Batch Gradient Descent
20154 citationsauthor #2
Learning to identify concise regular expressions that describe email campaigns
201517 citationsauthor #4
Varying-coefficient models with isotropic Gaussian process priors
20154 citationsauthor #3
Face Recognition and Head Tracking in Embedded Systems
20150 citationsauthor #2
Joint Prediction of Topics in a URL Hierarchy
20144 citationsauthor #3
A Model of Individual Differences in Gaze Control During Reading
201412 citationsauthor #3
Bayesian Games for Adversarial Regression Problems
201355 citationsauthor #4
Learning to Identify Regular Expressions that Describe Email Campaigns
201218 citationsauthor #4
Active Comparison of Prediction Models ( Online Appendix )
20120 citationsauthor #3
Static prediction games for adversarial learning problems
2012215 citationsauthor #3
Active Comparison of Prediction Models
201211 citationsauthor #3
Finding Botnets Using Minimal Graph Clusterings
20123 citationsauthor #2
Stackelberg games for adversarial prediction problems
2011276 citationsauthor #2
Taxonomic metagenome sequence assignment with structured output models
2011127 citationsauthor #6
Proceedings of the Twenty-Eighth International Conference on Machine Learning
20112 citationsauthor #2
Throttling Poisson Processes
20100 citationsauthor #5
Active Estimation of F-Measures
201031 citationsauthor #3
Active Risk Estimation
201060 citationsauthor #4
Localizing Bugs in Program Executions with Graphical Models
200923 citationsauthor #4
Discriminative Learning under Covariate Shift with a Single Optimization Problem
20095 citationsauthor #3
Discriminative Learning Under Covariate Shift
2009428 citationsauthor #3
Nash Equilibria of Static Prediction Games
200991 citationsauthor #2
Bayesian clustering for email campaign detection
200912 citationsauthor #2
Learning from incomplete data with infinite imputations
200855 citationsauthor #3
Learning Game Theoretic Model Parameters Applied to Adversarial Classiﬁcation
20081 citationsauthor #2
Exact and Approximate Inference for Annotating Graphs with Structural SVMs
20084 citationsauthor #3
Transfer Learning by Distribution Matching for Targeted Advertising
200843 citationsauthor #3
Multi-task learning for HIV therapy screening
2008210 citationsauthor #4
Optimal Spamming: Solving a Family of Adversarial Classification Games
20070 citationsauthor #2
Scalable look-ahead linear regression trees
200735 citationsauthor #3
Transductive support vector machines for structured variables
200749 citationsauthor #3
Discriminative learning for differing training and test distributions
2007482 citationsauthor #3
Support Vector Machines for Collective Inference
20073 citationsauthor #3
Supervised clustering of streaming data for email batch detection
200746 citationsauthor #3
Supervised clustering for spam detection in data streams
20070 citationsauthor #3
Unsupervised prediction of citation influences
2007277 citationsauthor #3
Accurate Schema Matching on Streams
20060 citationsauthor #3
Knowledge Discovery in Databases: PKDD 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006, Proceedings
2006178 citationsauthor #2
Semi-supervised learning for structured output variables
200674 citationsauthor #2
Discriminative Identification of Duplicates
20060 citationsauthor #3
Dirichlet-Enhanced Spam Filtering based on Biased Samples
2006103 citationsauthor #2
Proceedings of the 17th European conference on Machine Learning
200614 citationsauthor #2
Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
20061 citationsauthor #2
Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September ... (Lecture Notes in Computer Science)
20060 citationsauthor #2
Efficient co-regularised least squares regression
2006177 citationsauthor #3
Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings
200612 citationsauthor #2
Highly Scalable Discriminative Spam Filtering
20062 citationsauthor #3
Multi-View Hidden Markov Perceptrons
200516 citationsauthor #3
Thwarting the Nigritude Ultramarine: Learning to Identify Link Spam
200596 citationsauthor #2
Learning to Complete Sentences
200538 citationsauthor #3
Classifying search engine queries using the web as background knowledge
200551 citationsauthor #7
Learning With Multiple Views
200538 citationsauthor #2
Predicting Sentences using N-Gram Language Models
200562 citationsauthor #3
Proceedings of the 8th international conference on Discovery Science
20053 citationsauthor #3
Systematic feature evaluation for gene name recognition
200551 citationsauthor #8
Multi-View Learning and Link Farm Discovery
20050 citationsauthor #1
The Responsio Email Management System
20050 citationsauthor #2
Discovering Communities in Linked Data by Multi-view Clustering
200523 citationsauthor #3
Multi-view Discriminative Sequential Learning
200554 citationsauthor #3
Fast discovery of unexpected patterns in data, relative to a Bayesian network
200560 citationsauthor #2
{AUC} maximizing support vector learning
2005138 citationsauthor #2
Estimation of Mixture Models Using Co-EM
200563 citationsauthor #2
Discovery science : 8th International Conference, DS 2005, Singapore, October 8-11, 2005 : proceedings
20050 citationsauthor #3
Proceedings of the Workshops on Learning, Knowledge Discovery, and Adaptivity (LWA)
20040 citationsauthor #8
Efficiency and Stability of Clustering Algorithms for Linked Data
20040 citationsauthor #2
Co-EM support vector learning
2004214 citationsauthor #2
Learning from Message Pairs for Automatic Email Answering
200421 citationsauthor #2
Multi-Relational Learning, Text Mining, and Semi-Supervised Learning for Functional Genomics
200476 citationsauthor #2

TIMELINE

1921 81 citations

1956 0 citations

1994 1 citations

1995 4 citations

1996 90 citations

1997 34 citations

1998 7 citations

1999 97 citations

2000 38 citations

2001 989 citations

2002 30 citations

2003 134 citations

2004 1,227 citations

2005 693 citations

2006 561 citations

2007 892 citations

2008 313 citations

2009 559 citations

2010 91 citations

2011 405 citations

2012 247 citations

2013 55 citations

2014 16 citations

2015 25 citations

2016 157 citations

2017 105 citations

2018 51 citations

2019 61 citations

2020 459 citations

2021 53 citations

2022 49 citations

2023 51 citations

T. Scheffer

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PAPERS

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