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Publications
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Multi-view clustering using mixture models in subspace projections. Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'12). :132-140.
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2012.
Semantic Trajectories Modeling and Analysis. ACM Computing Surveys.
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2012.
State of the Art Report on Video-based Graphics and Video Visualizations. Computer Graphics Forum.
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2012.
StratomeX: Visual Analysis of Large-Scale Heterogeneous Genomics Data for Cancer Subtype Characterization. Computer Graphics Forum. 31(3):1175--1184.
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2012.
Subspace correlation clustering: finding locally correlated dimensions in subspace projections of the data. Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'12). :352-360.
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2012.
Can We Hide in the Web? Large Scale Simultaneous Age and Gender Author Profiling in Social Media - Notebook for PAN at CLEF 2013 CLEF 2013 Labs and Workshops - Online Working Notes.
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2013.
Classification of Benign and Malignant DCE-MRI Breast Tumors by Analyzing the Most Suspect Region. Proc. of Bildverarbeitung für die Medizin.
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2013.
Combining an SVM Classifier and Character N-gram Language Models for Sentiment Analysis on Twitter Text. Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013). :520-524.
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2013.
Constraint-based Susbpace Clustering utilizing Combined Graph clustering Methods. RWTH Aachen. Master of Science
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2013.
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2013.
Feature propagation on image webs for enhanced image retrieval. Proceedings of the 3rd ACM conference on International conference on multimedia retrieval. ACM, 2013.
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2013.
The Liberation of Mobile Location Data and its Implications for Privacy Research. ACM SIGMOBILE Mobile Computing and Communication review. v.17(2):pp.7-18.
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2013.
Navigation Recommendations for Exploring Hierarchical Graphs. Advances in Visual Computing.
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2013.
NetworkTrail--a web service for identifying and visualizing deregulated subnetworks. Bioinformatics (Oxford, England). 29(13):1702-3.
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2013.
Semantic Trajectories Modeling and Analysis. ACM Computing Surveys. v.45(4)
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2013.
Spectral Subspace Clustering for Graphs with Feature Vectors. Proceedings of the IEEE International Conference on Data Mining (ICDM 2013).
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2013.
Visual analysis of longitudinal brain tumor perfusion. Proc. of SPIE Medical Imaging.
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2013.
The mzTab Data Exchange Format: communicating MS-based proteomics and metabolomics experimental results to a wider audience. Mol. Cell. Prot.. :2765-2775.
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2014.
Semi-automatic motion compensation of contrast-enhanced ultrasound images from abdominal organs for perfusion analysis. Computers in Biology and Medicine.
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2014.
SMVC: Semi-Supervised Multi-View Clustering in Subspace Projections. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'14). 20:253-262.
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2014.
Supporting an Early Detection of Diabetic Neuropathy by Visual Analytics. EuroVis Workshop on Visual Analytics.
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2014.
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2014.
Visual Analysis, Clustering, and Classification of Contrast-Enhanced Tumor Perfusion MRI Data. Otto-von-Guericke University Magdeburg. PhD
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2014.