Forschungsthemen
Nachfolgend finden Sie eine Übersicht der Themen, zu denen die verschiedenen Arbeitsgruppen des Instituts forschen.
Big Data Analytics
Web Search, Information Retrieval, Natural Language Processing, Data Analytics, and Data Mining
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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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