Forschungsthemen
Nachfolgend finden Sie eine Übersicht der Themen, zu denen die verschiedenen Arbeitsgruppen des Instituts forschen.
Bioinformatics
sequence, chIP-chip, and expression data analysis, machine learning,
Bayesian statistics
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Bioinformatics and Pattern Recognition
Image analysis focusing on registration, segmentation, matching, and tracking for life science applications and human-machine interfaces. Statistical approaches to model and predict DNA signals, e.g. transcription factor or nucleosome binding sites.
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Computational Humanities / eHumanities
Kollationierung und Alignierung von Texten, Paraphrasenextraktion, Word Mover's Distance, Visualisierung von Korrespondenznetzen, Digitale Arbeitsumgebungen für Geisteswissenschaftler*innen
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Databases and Information Systems
Deductive Databases, Nonmonotonic Reasoning, Logic and Functional Programming, Analysis of SQL Queries, Data/Text Mining, Fractal Data Analysis, Web and Document Search
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Algorithm Engineering
Algorithm Engineering, graph algorithms, combinatorial optimization, parallel algorithms
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Computer Architecture and Hardware Design
IT-security, formal hardware verification, circuit synthesis, hardware description language VHDL
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Software-Engineering and Programming Languages
Domain-specific Languages, Model-based Code Generation, Cloud Computing, Service Oriented Architectures, Compiler and Model-Based Code Generators (in particular their verification), Verification and Validation of Component Systems and Service Oriented Architectures
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