Florian Huber

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 42

Top Topics

Software Engineering

Top Venues

Publications

Niek F. de Jonge, Helge Hecht, Michael Strobel, Mingxun Wang, Justin J. J. van der Hooft, Florian Huber
Reproducible MS/MS library cleaning pipeline in matchms. J. Cheminformatics 16 (1) (2024)
Florian Huber, Stefan Schulz, Volker Steinhage
Deep Interpolation of Remote Sensing Land Surface Temperature Data with Partial Convolutions. Sensors 24 (5) (2024)
Florian Huber, Alvin Inderka, Volker Steinhage
Leveraging Remote Sensing Data for Yield Prediction with Deep Transfer Learning. Sensors 24 (3) (2024)
Alvin Inderka, Florian Huber, Volker Steinhage
On Convolutional Vision Transformers for Yield Prediction. CoRR (2024)
Tobias Eigler, Florian Huber, Georg Hagel
Tool-Based Software Engineering Education for Software Design Patterns and Software Architecture Patterns - a Systematic Literature Review. ECSEE (2023)
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
Towards automated video-based assessment of dystonia in dyskinetic cerebral palsy: A novel approach using markerless motion tracking and machine learning. Frontiers Robotics AI 10 (2023)
Florian Huber, Tobias Eigler, Georg Hagel, Christian Wolff
Qualitative Requirements Elicitation of Student Requirements for Tool-supported Teaching of UML Diagrams. ECSEE (2023)
Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage
Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction. CoRR (2023)
Florian Huber, Tobias Eigler, Georg Hagel, Christian Wolff
From Difficulties to Functional Requirements - Deriving Requirements from Literature about Tool-supported Teaching of UML Diagrams in Software Engineering Education. ECSEE (2023)
Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage
Extreme Gradient Boosting for yield estimation compared with Deep Learning approaches. Comput. Electron. Agric. 202 (2022)
Maximilian Boeck, Martin Feldkircher, Florian Huber
. J. Stat. Softw. 104 (9) (2022)
Florian Huber, Georg Hagel
Semi-automatic generation of textual exercises for software engineering education. EDUCON (2022)
Florian Huber, Georg Hagel
Tool-supported teaching of UML diagrams in software engineering education - A systematic literature review. MIPRO (2022)
Diego Rodriguez, Florian Huber, Sven Behnke
Category-level Part-based 3D Object Non-rigid Registration. VISIGRAPP (4: VISAPP) (2022)
Chiara Balestra, Florian Huber, Andreas Mayr, Emmanuel Müller
Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data. CoRR (2022)
Florian Huber, Georg Hagel
Work-In-Progress: Converting textual software engineering class diagram exercises to UML models. EDUCON (2022)
Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage
Extreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches. CoRR (2022)
Christina Humer, Henry Heberle, Floriane Montanari, Thomas Wolf, Florian Huber, Ryan Henderson, Julian Heinrich, Marc Streit
ChemInformatics Model Explorer (CIME): exploratory analysis of chemical model explanations. J. Cheminformatics 14 (1) (2022)
Florian Huber, Erica Dafne van Kuppevelt, Peter Steinbach, Colin Sauze, Yang Liu, Berend Weel
Will the sun shine? - An accessible dataset for teaching machine learning and deep learning. Teaching ML (2022)
Chiara Balestra, Florian Huber, Andreas Mayr, Emmanuel Müller
Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data. DaWaK (2022)
Arnaud Gaudry, Florian Huber, Louis-Félix Nothias, Sylvian Cretton, Marcel Kaiser, Jean-Luc Wolfender, Pierre-Marie Allard
MEMO: Mass Spectrometry-Based Sample Vectorization to Explore Chemodiverse Datasets. Frontiers Bioinform. 2 (2022)
Nicola Kolb, Claudius Jordan, Florian Huber, Alexander Pretschner
Automatic Evaluation of Automatically Derived Semantic Scenario Instance Descriptions. ITSC (2022)
Florian Huber, Lars Ridder, Stefan Verhoeven, Jurriaan H. Spaaks, Faruk Diblen, Simon Rogers, Justin J. J. van der Hooft
Spec2Vec: Improved mass spectral similarity scoring through learning of structural relationships. PLoS Comput. Biol. 17 (2) (2021)
Florian Huber, Sven van der Burg, Justin J. J. van der Hooft, Lars Ridder
MS2DeepScore: a novel deep learning similarity measure to compare tandem mass spectra. J. Cheminformatics 13 (1) (2021)
Florian Huber, Georg Hagel
The application of continuous practices in higher computer science education - A systematic literature review. MIPRO (2021)
Dimos Ntioudis, Eleni Kamateri, Georgios Meditskos, Anastasios Karakostas, Florian Huber, Romeo Bratska, Stefanos Vrochidis, Babak Akhgar, Ioannis Kompatsiaris
Immerse: A Personalized System Addressing the Challenges of Migrant Integration. ICME Workshops (2020)
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
matchms - processing and similarity evaluation of mass spectrometry data. J. Open Source Softw. 5 (52) (2020)
Matthias Gensheimer, Florian Huber, Georg Hagel
Gamification in software engineering education through Visual Novels. ECSEE (2020)
Florian Huber, Georg Hagel
Work-in-Progress: Towards detection and syntactical analysis in UML class diagrams for software engineering education. EDUCON (2020)
Diego Rodriguez, Florian Huber, Sven Behnke
Category-Level 3D Non-Rigid Registration from Single-View RGB Images. IROS (2020)
Martina Müller-Amthor, Georg Hagel, Matthias Gensheimer, Florian Huber
Scrum Higher Education - The Scrum Master Supports as Solution-focused Coach. EDUCON (2020)
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
Impact of Surface Chemistry and Doping Concentrations on Biofunctionalization of GaN/Ga‒In‒N Quantum Wells. Sensors 20 (15) (2020)
Diego Rodriguez, Florian Huber, Sven Behnke
Category-Level 3D Non-Rigid Registration from Single-View RGB Images. CoRR (2020)
Florian Huber, Markus Mock
Toci: Computational Intelligence in an Energy Management System. SSCI (2020)
Florian Huber, Nikolai Körber, Markus Mock
Selena: a Serverless Energy Management System. WOSC@Middleware (2019)
Stefano Siccardi, Andrew Adamatzky, Jack A. Tuszynski, Florian Huber, Jörg Schnauß
Actin Networks Voltage Circuits. CoRR (2019)
Achilleas P. Achilleos, Christos Mettouris, Alexandros Yeratziotis, George A. Papadopoulos, Sabri Pllana, Florian Huber, Bernhard Jäger, Peter Leitner, Zsófia Ocsovszky, Andras Dinnyes
SciChallenge: A Social Media Aware Platform for Contest-Based STEM Education and Motivation of Young Students. IEEE Trans. Learn. Technol. 12 (1) (2019)
Andrew Adamatzky, Florian Huber, Joerg Schnauss
Computing on actin bundles network. CoRR (2019)
Andrew Adamatzky, Florian Huber, Joerg Schnauss
Actin droplet machine. CoRR (2019)
Florian Huber
Conceptualizing the digital TAKEDOWN platforms for supporting first-line-practitioners and law enforcement agencies. ARES (2018)
Florian Huber, Bernhard Jäger, Sabri Pllana, Zdenek Hrdlicka, Christos Mettouris, George A. Papadopoulos, Tamara Matevc, Zsófia Ocsovszky, Edina Hajdu, Chris Gary, Phil Smith
Pushing STEM-education through a social-media-based contest format - experiences and lessons-learned from the H2020-project SciChallenge. CoRR (2017)
Sabri Pllana, Florian Huber, Zdenek Hrdlicka, Christos Mettouris, Asja Veber, Zsófia Ocsovszky, Chris Gary, Eleni Boulomyti, Phil Smith
SciChallenge: Using Student-Generated Content and Contests to Enhance the Interest for Science Education and Careers. CoRR (2016)
Chong Zhang, Florian Huber, Michael Knop, Fred A. Hamprecht
Yeast cell detection and segmentation in bright field microscopy. ISBI (2014)