Florian Heinke

Information
Publications

Research Focus

Statistical modeling
Machine learning

Teaching Modules

Biodata Processing (BT)
Biodata Sciences (BT)
Research Seminar (BT)
Structure-based Bioinformatics (BT)
Workflows in Bioinformatics (BT)
Optional Module "Biodata Visualization" (BT)
Bioinformatics for Omics (BT)
General Forensics V (FO)
Optional Module "Generative and Statistical Modeling for Forensic Scientists (FO)"

Reachability

Room 8-104
Consultation hours by appointment

+49 3727 58-1562

article Modeling bloodstain aging ex vivo based on spectroscopic data [Posterbeitrag]

Deutsche Gesellschaft für Rechtsmedizin DGRM 2024. By Tommy Bergmann , Florian Heinke , Aurélien Thomas, Silke Grabherr, Dirk Labudde

article Analysing Distributions of Feature Similarities in the Context of Digital Anthropometric Pattern Matching Probability

Klein, Krupka et al. (Hg.) 2023 – INFORMATIK 2023. By Florian Heinke , Marie-Luise Heuschkel , Dirk Labudde

presentation Stature Estimation and Missing Data Imputation Using Bayesian Regression Model Averaging

14th Meeting of the Society of Anthropology. By Marie-Luise Heuschkel , Florian Heinke , Nadja Baumann, Dirk Labudde

article Multi-proximity based embedding scheme for learning vector quantization-based classification of biochemical structured data

Neurocomputing. By Katrin Sophie Bohnsack, Julius Voigt, Marika Kaden, Florian Heinke , Thomas Villmann

article A frequentist estimation of duplicate probability as a baseline for person identification from image and video material using anthropometric measurements

INFORMATIK 2022. By Florian Heinke , Marie-Luise Heuschkel , Dirk Labudde

article Measuring Competence: Improvements to Determine the Degree of Opinion Leadership in Social Networks

International Journal on Advances in Internet Technology. By Michael Spranger , Kai-Jannis Hanke, Florian Heinke , Dirk Labudde

article Towards a better understanding of students in the entry phase of their studies

Proceedings of the 9th Computer Science Education Research Conference. By Maik Benndorf, Gabriel Kind, Hanna Siewerts, Florian Heinke , Uwe Schneider

article Forensisch-anthropologische Bestimmung des Individualalters

Sackmann, Rix et al. (Hg.) 2019 - 20. Nachwuchswissenschaftlerkonferenz. By Saskia Jeraufke, Florian Heinke , Stefan Schildbach, Karlheinz Thiele, Jan Dreßler, Dirk Labudde

article A Novel Approach for Fast Protein Structure Comparison and Heuristic Structure Database Searching Based on Residue EigenRank Scores

Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis. By Florian Heinke , Lars Hempel, Dirk Labudde

article Möglichkeiten photogrammetrischer und laserscanbasierter Methoden zur 3D Dokumentation humaner Knochenmaterialien

Konferenzposter auf der 97. Jahrestagung der Deutschen Gesellschaft für Rechtsmedizin. By Sven Becker , Tommy Bergmann , Saskia Jeraufke, Florian Heinke , Dirk Labudde

article A Comprehensive Framework for High Resolution Image-based 3D Modeling and Documentation of Crime Scenes and Disaster Sites

International Journal on Advances in Systems and Measurements. By Sven Becker , Michael Spranger , Florian Heinke , Steffen Grunert, Dirk Labudde

article Opinion Leaders in Star-Like Social Networks: A simple Case?

The 8th. International Conference on Advances in Information Mining and Management (IMMM). By Michael Spranger , Florian Heinke , Hanna Siewerts, Joshua Hampl, Dirk Labudde

article Pyridine Nucleotide Coenzyme Specificity of p-Hydroxybenzoate Hydroxylase and Related Flavoprotein Monooxygenases

Frontiers in microbiology. By Adrie H. Westphal, Dirk Tischler, Florian Heinke , Sarah Hofmann, Janosch A. D. Gröning, Dirk Labudde , Willem J. H. van Berkel

article The Infiltration Game: Artificial Immune System for the Exploitation of Crime Relevant Information in Social Networks

Seventh International Conference on Advances in Information Management and Mining (IMMM). By Michael Spranger , Sven Becker , Florian Heinke , Hanna Siewerts, Dirk Labudde

book chapter Novel Computational Techniques for Thin-Layer Chromatography (TLC) Profiling and TLC Profile Similarity Scoring

Kozielski, Mrozek et al. (Hg.) 2017 – Beyond databases. By Florian Heinke , Rico Beier, Tommy Bergmann , Heiko Mixtacki, Dirk Labudde

article Towards substrate-independent age estimation of blood stains based on dimensionality reduction and k-nearest neighbor classification of absorbance spectroscopic data

Forensic science international. By Tommy Bergmann , Florian Heinke , Dirk Labudde

article Simulation of diffusion using a modular cell dynamic simulation system

In silico biology. By Christoph Leberecht, Florian Heinke , Dirk Labudde

article SoNA: A Knowledge-based Social Network Analysis Framework for Predictive Policing

International Journal on Advances in Intelligent Systems. By Michael Spranger , Hanna Siewerts, Joshua Hampl, Florian Heinke , Dirk Labudde

article SequenceCEROSENE: a computational method and web server to visualize spatial residue neighborhoods at the sequence level

BioData mining. By Florian Heinke , Sebastian Bittrich, Florian Kaiser, Dirk Labudde

article MoNA: Automated Identification of Evidence in Forensic Short Messages

International Journal On Advances in Security. By Michael Spranger , Florian Heinke , Luisa Appelt, Marcus Puder, Dirk Labudde

article Towards Drone-assisted large-scale Disaster Response and Recovery

Proceedings of International Conference on Advances in Computation, Communication and Services. By Michael Spranger , Florian Heinke , Sven Becker , Dirk Labudde

article eQuant - A Server for Fast Protein Model Quality Assessment by Integrating High-Dimensional Data and Machine Learning

Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery. By Sebastian Bittrich, Florian Heinke , Dirk Labudde

article Evaluation of Descriptor Algorithms of Biological Sequences and Distance Measures for the Intelligent Cluster Index (ICIx)

Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery. By Stefan Schildbach, Florian Heinke , Wolfgang Benn, Dirk Labudde

article Towards Predictive Policing: Knowledge-based Monitoring of Social Networks

The Fifth International Conference on Advances in Information Mining and Management (IMMM 2015). By Michael Spranger , Florian Heinke , Steffen Grunert, Dirk Labudde

article Characterizing protein functions: large-scale screening and classification of structural motifs

3DSIG - Structural Bioinformatics and Computational Biophysics. By Florian Kaiser, Alexander Eisold, Marika Kaden, Florian Heinke , Sebastian Bittrich, Christoph Leberecht, Steffen Grunert, Thomas Villmann, Dirk Labudde

article Initial experience in the application of the PowerQuant™ system and the Investigator ® ESSplex SE QS kit for aDNA analysis

Forensic Science International: Genetics Supplement Series. By Anne-Marie Pflugbeil, Silke Groß, Florian Heinke , Horst Bruchhaus, J. Edelmann, Dirk Labudde , Jan Dressler, Karlheinz Thiele

article Analyse von Kurznachrichten in der polizeilichen Fallarbeit

Beyond Databases, Architectures and Structures. By Florian Heinke , Daniel Stockmann, Stefan Schildbach, Dirk Labudde

article Structure Topology Prediction of Discriminative Sequence Motifs in Membrane Proteins with Domains of Unknown Functions

Structural Biology. By Steffen Grunert, Florian Heinke , Dirk Labudde

article eProS-a database and toolbox for investigating protein sequence-structure-function relationships through energy profiles

Nucleic acids research. By Florian Heinke , Stefan Schildbach, Daniel Stockmann, Dirk Labudde

article Functional Analyses of Membrane Protein Mutants involved in Nephrogenic Diabetes insipidus: An Energy-based Approach - In: Research on Diabetes

Research on Diabetes. Functional Analyses of Membrane Protein Mutants involved in Nephrogenic Diabetes insipidus - An Energy-based Approach. By Florian Heinke , Dirk Labudde

article eProS - An online Toolbox, Knowledgebase and Repository for Protein Energy Profiling

International Conference on Applied Informatics. By Florian Heinke , Stefan Schildbach, Daniel Stockmann, Dirk Labudde

article Semantic Tools for Forensics: A Highly Adaptable Framework

The Second International Conference on Advances in Information Mining and Management. By Michael Spranger , Stefan Schildbach, Florian Heinke , Steffen Grunert, Dirk Labudde

article Membrane protein stability analyses by means of protein energy profiles in case of nephrogenic diabetes insipidus

Computational and mathematical methods in medicine. By Florian Heinke , Dirk Labudde