Florian Huber

According to our database, Florian Huber authored at least 42 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Reproducible MS/MS library cleaning pipeline in matchms.

Niek F. de Jonge, Helge Hecht, Michael Strobel, Mingxun Wang, Justin J. J. van der Hooft, Florian Huber

J. Cheminformatics, December, 2024

Deep Interpolation of Remote Sensing Land Surface Temperature Data with Partial Convolutions.

Florian Huber, Stefan Schulz, Volker Steinhage

Sensors, March, 2024

Leveraging Remote Sensing Data for Yield Prediction with Deep Transfer Learning.

Florian Huber, Alvin Inderka, Volker Steinhage

Sensors, February, 2024

MassSpecGym: A benchmark for the discovery and identification of molecules.

Roman Bushuiev, Anton Bushuiev, Niek F. de Jonge, Adamo Young, Fleming Kretschmer, Raman Samusevich, Janne Heirman, Fei Wang, Luke Zhang, Kai Dührkop, Marcus Ludwig, Nils A. Haupt, Apurva Kalia, Corinna Brungs, Robin Schmid, Russell Greiner, Bo Wang, David S. Wishart, Li-Ping Liu, Juho Rousu, Wout Bittremieux, Hannes Rost, Tytus D. Mak, Soha Hassoun, Florian Huber, Justin J. J. van der Hooft, Michael A. Stravs, Sebastian Böcker, Josef Sivic, Tomás Pluskal

CoRR, 2024

On Convolutional Vision Transformers for Yield Prediction.

Alvin Inderka, Florian Huber, Volker Steinhage

CoRR, 2024

2023

Towards automated video-based assessment of dystonia in dyskinetic cerebral palsy: A novel approach using markerless motion tracking and machine learning.

Helga Haberfehlner, Shankara S. van de Ven, Sven van der Burg, Florian Huber, Sonja Georgievska, Ignazio Aleo, Jaap Harlaar, Laura A. Bonouvrié, Marjolein M. van der Krogt, Annemieke I. Buizer

Frontiers Robotics AI, February, 2023

Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction.

Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage

CoRR, 2023

Qualitative Requirements Elicitation of Student Requirements for Tool-supported Teaching of UML Diagrams.

Florian Huber, Tobias Eigler, Georg Hagel, Christian Wolff

Proceedings of the 5th European Conference on Software Engineering Education, 2023

From Difficulties to Functional Requirements - Deriving Requirements from Literature about Tool-supported Teaching of UML Diagrams in Software Engineering Education.

Florian Huber, Tobias Eigler, Georg Hagel, Christian Wolff

Proceedings of the 5th European Conference on Software Engineering Education, 2023

Tool-Based Software Engineering Education for Software Design Patterns and Software Architecture Patterns - a Systematic Literature Review.

Tobias Eigler, Florian Huber, Georg Hagel

Proceedings of the 5th European Conference on Software Engineering Education, 2023

2022

BGVAR: Bayesian Global Vector Autoregressions with Shrinkage Priors in <i>R</i>.

Maximilian Boeck, Martin Feldkircher, Florian Huber

J. Stat. Softw., 2022

ChemInformatics Model Explorer (CIME): exploratory analysis of chemical model explanations.

Christina Humer, Henry Heberle, Floriane Montanari, Thomas Wolf, Florian Huber, Ryan Henderson, Julian Heinrich, Marc Streit

J. Cheminformatics, 2022

MEMO: Mass Spectrometry-Based Sample Vectorization to Explore Chemodiverse Datasets.

Arnaud Gaudry, Florian Huber, Louis-Félix Nothias, Sylvian Cretton, Marcel Kaiser, Jean-Luc Wolfender, Pierre-Marie Allard

Frontiers Bioinform., 2022

Extreme Gradient Boosting for yield estimation compared with Deep Learning approaches.

Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage

Comput. Electron. Agric., 2022

Category-level Part-based 3D Object Non-rigid Registration.

Diego Rodriguez, Florian Huber, Sven Behnke

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Will the sun shine? - An accessible dataset for teaching machine learning and deep learning.

Florian Huber, Erica Dafne van Kuppevelt, Peter Steinbach, Colin Sauze, Yang Liu, Berend Weel

Proceedings of the Third Teaching Machine Learning and Artificial Intelligence Workshop, 2022

Tool-supported teaching of UML diagrams in software engineering education - A systematic literature review.

Florian Huber, Georg Hagel

Proceedings of the 45th Jubilee International Convention on Information, 2022

Automatic Evaluation of Automatically Derived Semantic Scenario Instance Descriptions.

Nicola Kolb, Claudius Jordan, Florian Huber, Alexander Pretschner

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Semi-automatic generation of textual exercises for software engineering education.

Florian Huber, Georg Hagel

Proceedings of the IEEE Global Engineering Education Conference, 2022

Work-In-Progress: Converting textual software engineering class diagram exercises to UML models.

Florian Huber, Georg Hagel

Proceedings of the IEEE Global Engineering Education Conference, 2022

Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data.

Chiara Balestra, Florian Huber, Andreas Mayr, Emmanuel Müller

Proceedings of the Big Data Analytics and Knowledge Discovery, 2022

2021

Spec2Vec: Improved mass spectral similarity scoring through learning of structural relationships.

Florian Huber, Lars Ridder, Stefan Verhoeven, Jurriaan H. Spaaks, Faruk Diblen, Simon Rogers, Justin J. J. van der Hooft

PLoS Comput. Biol., 2021

MS2DeepScore: a novel deep learning similarity measure to compare tandem mass spectra.

Florian Huber, Sven van der Burg, Justin J. J. van der Hooft, Lars Ridder

J. Cheminformatics, 2021

The application of continuous practices in higher computer science education - A systematic literature review.

Florian Huber, Georg Hagel

Proceedings of the 44th International Convention on Information, 2021

2020

Mcfly: Automated deep learning on time series.

Dafne E. van Kuppevelt, Christiaan Meijer, Florian Huber, A. van der Ploeg, S. Georgievska, Vincent T. van Hees

SoftwareX, 2020

Impact of Surface Chemistry and Doping Concentrations on Biofunctionalization of GaN/Ga‒In‒N Quantum Wells.

Nilanjon Naskar, Martin F. Schneidereit, Florian Huber, Sabyasachi Chakrabortty, Lothar Veith, Markus Mezger, Lutz Kirste, Theo Fuchs, Thomas Diemant, Tanja Weil, R. Jürgen Behm, Klaus Thonke, Ferdinand Scholz

Sensors, 2020

matchms - processing and similarity evaluation of mass spectrometry data.

Florian Huber, Stefan Verhoeven, Christiaan Meijer, Hanno Spreeuw, Efraín Castilla, Cunliang Geng, Justin J. J. van der Hooft, Simon Rogers, Adam Belloum, Faruk Diblen, Jurriaan H. Spaaks

J. Open Source Softw., 2020

Toci: Computational Intelligence in an Energy Management System.

Florian Huber, Markus Mock

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Category-Level 3D Non-Rigid Registration from Single-View RGB Images.

Diego Rodriguez, Florian Huber, Sven Behnke

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Immerse: A Personalized System Addressing the Challenges of Migrant Integration.

Dimos Ntioudis, Eleni Kamateri, Georgios Meditskos, Anastasios Karakostas, Florian Huber, Romeo Bratska, Stefanos Vrochidis, Babak Akhgar, Ioannis Kompatsiaris

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Scrum Higher Education - The Scrum Master Supports as Solution-focused Coach.

Martina Müller-Amthor, Georg Hagel, Matthias Gensheimer, Florian Huber

Proceedings of the 2020 IEEE Global Engineering Education Conference, 2020

Work-in-Progress: Towards detection and syntactical analysis in UML class diagrams for software engineering education.

Florian Huber, Georg Hagel

Proceedings of the 2020 IEEE Global Engineering Education Conference, 2020

Gamification in software engineering education through Visual Novels.

Matthias Gensheimer, Florian Huber, Georg Hagel

Proceedings of the ECSEE '20: European Conference on Software Engineering Education, 2020

2019

SciChallenge: A Social Media Aware Platform for Contest-Based STEM Education and Motivation of Young Students.

Achilleas P. Achilleos, Christos Mettouris, Alexandros Yeratziotis, George A. Papadopoulos, Sabri Pllana, Florian Huber, Bernhard Jäger, Peter Leitner, Zsófia Ocsovszky, András Dinnyés

IEEE Trans. Learn. Technol., 2019

Actin Networks Voltage Circuits.

Stefano Siccardi, Andrew Adamatzky, Jack A. Tuszynski, Florian Huber, Jörg Schnauß

CoRR, 2019

Actin droplet machine.

Andrew Adamatzky, Florian Huber, Joerg Schnauss

CoRR, 2019

Computing on actin bundles network.

Andrew Adamatzky, Florian Huber, Joerg Schnauss

CoRR, 2019

Selena: a Serverless Energy Management System.

Florian Huber, Nikolai Körber, Markus Mock

Proceedings of the 5th International Workshop on Serverless Computing, 2019

2018

Conceptualizing the digital TAKEDOWN platforms for supporting first-line-practitioners and law enforcement agencies.

Florian Huber

Proceedings of the 13th International Conference on Availability, Reliability and Security, 2018

2017

Pushing STEM-education through a social-media-based contest format - experiences and lessons-learned from the H2020-project SciChallenge.

Florian Huber, Bernhard Jäger, Sabri Pllana, Zdenek Hrdlicka, Christos Mettouris, George A. Papadopoulos, Tamara Matevc, Zsófia Ocsovszky, Edina Hajdu, Chris Gary, Phil Smith

CoRR, 2017

2016

SciChallenge: Using Student-Generated Content and Contests to Enhance the Interest for Science Education and Careers.

Sabri Pllana, Florian Huber, Zdenek Hrdlicka, Christos Mettouris, Asja Veber, Zsófia Ocsovszky, Chris Gary, Eleni Boulomyti, Phil Smith

CoRR, 2016

2014

Yeast cell detection and segmentation in bright field microscopy.

Chong Zhang, Florian Huber, Michael Knop, Fred A. Hamprecht

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014