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Matthias Fuchs

dblp:10/455 · DBLP profile ↗
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48ranked-venue papers
14as first author
0since 2021 · last 2018
—ORCID · conflict

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 26 · 6 first-authorArtificial intelligence and machine learning · 18 · 7 first-authorSystems, architecture and hardware · 6 · 1 first-authorTheory of computation · 5 · 3 first-authorGraphics, computer vision, multimedia, augmented reality and games · 3

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
4 papers
Robot manipulation · 75% Motion planning and robot control · 25%
Computer graphics and multimedia
2 papers
Geometric modeling and processing · 100%

Topics — the 14 heaviest of 16, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Robot manipulation
mobile manipulation
0.222009
Rollin' Justin - Design considerations and realization of a mobile platform for a humanoid upper body · ICRA 2009
Rollin' Justin - Mobile platform with variable base · ICRA 2009
Robotics › Robot manipulation › nonprehensile manipulation
ball catching
0.112011
Catching flying balls and preparing coffee: Humanoid Rollin'Justin performs dynamic and sensitive tasks · ICRA 2011
Robotics › Robot manipulation › nonprehensile manipulation
dynamic manipulation
0.112011
Catching flying balls and preparing coffee: Humanoid Rollin'Justin performs dynamic and sensitive tasks · ICRA 2011
Robotics › Robot manipulation › robot design
humanoid robot platform
0.112009
Rollin' Justin - Mobile platform with variable base · ICRA 2009
Robotics › Motion planning and robot control › robot kinematics
kinematic modeling
0.112009
On the kinematic modeling and control of a mobile platform equipped with steering wheels and movable legs · ICRA 2009
Robotics › Motion planning and robot control
mobile robot control
0.112009
On the kinematic modeling and control of a mobile platform equipped with steering wheels and movable legs · ICRA 2009
Robotics › Robot manipulation
service robot
0.112009
Rollin' Justin - Design considerations and realization of a mobile platform for a humanoid upper body · ICRA 2009
Geometric modeling and processing
3d reconstruction
0.112008
Regularized Reconstruction of Shapes with Statistical a priori Knowledge · Int. J. Comput. Vis. 2008
Geometric modeling and processing › surface reconstruction
shape reconstruction
0.112008
Regularized Reconstruction of Shapes with Statistical a priori Knowledge · Int. J. Comput. Vis. 2008
Geometric modeling and processing › shape modeling › parametric modeling
spline curves
0.112008
Dual evolution of planar parametric spline curves and T-spline level sets · Comput. Aided Des. 2008
Robotics › Robot manipulation › task automation
autonomous task execution
0.012011
Catching flying balls and preparing coffee: Humanoid Rollin'Justin performs dynamic and sensitive tasks · ICRA 2011
Robotics › Motion planning and robot control › robot control
trajectory tracking
0.012009
On the kinematic modeling and control of a mobile platform equipped with steering wheels and movable legs · ICRA 2009
Automated reasoning and model checking
automated theorem proving
0.011997
High Performance ATP Systems by Combining Several AI Methods · IJCAI (1) 1997
Automated reasoning and model checking › theorem proving
proof search
0.011995
Learning Proof Heuristics by Adaptive Parameters · ICML 1995

Methods — techniques the papers use, named apart from their topics

sensor-based control · 0.1kinematic compensation · 0.1tracking controller · 0.1kinematic modeling · 0.1control algorithm · 0.1adaptive parameters · 0.0
YearPublicationVenuePosition
2018 Search Engine Traffic as Input for Predicting Tourist Arrivals
Wolfram Höpken, Tobias Eberle, Matthias Fuchs, Maria Lexhagen
ENTER3
2017 Big Data as Input for Predicting Tourist Arrivals
Wolfram Höpken, Dominic Ernesti, Matthias Fuchs, Kai Kronenberg, Maria Lexhagen
ENTER3
2016 Topic Detection: Identifying Relevant Topics in Tourism Reviews
Thomas Menner, Wolfram Höpken, Matthias Fuchs, Maria Lexhagen
ENTER3
2015 Information Gathering by Ubiquitous Services for CRM in Tourism Destinations: An Explorative Study from Sweden
Nina Kolas, Wolfram Höpken, Matthias Fuchs, Maria Lexhagen
ENTER3
2015 Integration of Data Mining Results into Multi-dimensional Data Models
Volker Meyer, Wolfram Höpken, Matthias Fuchs, Maria Lexhagen
ENTER3
2014 Online Auctions for Selling Accommodation Packages: A Readiness-Intensity-Impact Analysis
Matthias Fuchs, Wolfram Höpken, Alexander Eybl, Andreas Flöck
ENTER1
2014 Sentiment Analysis: Extracting Decision-Relevant Knowledge from UGC
Sergej Schmunk, Wolfram Höpken, Matthias Fuchs, Maria Lexhagen
ENTER3
2013 Multi-Dimensional Data Modelling for a Tourism Destination Data Warehouse
Wolfram Höpken, Matthias Fuchs, Gerhard Höll, Dimitri Keil, Maria Lexhagen
ENTER2
2012 Classification of Customer Reviews based on Sentiment Analysis
Dietmar Gräbner, Markus Zanker, Günther Fliedl, Matthias Fuchs
ENTER4
2012 Digitalizing Loyalty Cards in Tourism
Wolfram Höpken, Philipp Deubele, Gerhard Höll, Jörn Kuppe, Dominik Schorpp, Roger Olides Zapata Licones, Matthias Fuchs
ENTER7
2011 Virtualisation of Customer Cards with 2D Codes
Michael Canadi, Wolfram Höpken, Matthias Fuchs
ENTER3
2011 The knowledge destination - a customer information-based destination management information system
Wolfram Höpken, Matthias Fuchs, Dimitri Keil, Maria Lexhagen
ENTER2
2011 Exploiting Feedback from Users of innsbruck.mobile for Personalization
Markus Zanker, Wolfram Höpken, Matthias Fuchs
ENTER3
2011 Catching flying balls and preparing coffee: Humanoid Rollin'Justin performs dynamic and sensitive tasks
abstract
The mobile humanoid Rollin'Justin is a versatile experimental platform for research in manipulation tasks. Previously, different state of the art control methods and first autonomous task execution scenarios have been demonstrated. In this video two new applications with challenging task requirements are presented. One is the catching of one or even two flying balls using all of Justin's degrees of freedom. The other is the autonomous preparation of coffee. Both applications need adequate sensors to support local referencing. The required precision in position and timing is realized in software, using the sensor information, taking the varying precision of Justin's kinematic sub-chains into account and handling all timings in sub-millisecond range.
Berthold Bäuml, Florian Schmidt 0001, Thomas Wimböck, Oliver Birbach, Alexander Dietrich, Matthias Fuchs, Werner Friedl, Udo Frese, Christoph Borst 0001, Markus Grebenstein, Oliver Eiberger, Gerd Hirzinger
ICRA6
2010 Application of QR Codes in Online Travel Distribution
Michael Canadi, Wolfram Höpken, Matthias Fuchs
ENTER3
2010 Web Usage Mining in Tourism - A Query Term Analysis and Clustering Approach
Arthur Pitman, Markus Zanker, Matthias Fuchs, Maria Lexhagen
ENTER3
2010 ICT Efficiency and Effectiveness in the Hotel Sector - A Three-Stage DEA Approach
Christina Scholochow, Matthias Fuchs, Wolfram Höpken
ENTER2
2010 The CMA-ES on Riemannian Manifolds to Reconstruct Shapes in 3-D Voxel Images
abstract
The covariance matrix adaptation evolution strategy (CMA-ES) has been successfully used to minimize functionals on vector spaces. We generalize the concept of the CMA-ES to Riemannian manifolds and evaluate its performance in two experiments. First, we minimize synthetic functionals on the 2-D sphere. Second, we consider the reconstruction of shapes in 3-D voxel data. A novel formulation of this problem leads to the minimization of edge and region-based segmentation functionals on the Riemannian manifold of parametric 3-D medial axis representation. We compare the results to gradient-based methods on manifolds and particle swarm optimization on tangent spaces and differential evolution.
Sebastian Colutto, Florian Frühauf, Matthias Fuchs, Otmar Scherzer
IEEE Trans. Evol. Comput.3
2009 E-Business Readiness, Intensity and Impact - An Austrian Hotel Study
Matthias Fuchs, Christina Witting, Wolfram Höpken
ENTER1
2009 An Automated Approach for Deriving Semantic Annotations of Tourism Products based on Geospatial Information
Markus Zanker, Matthias Fuchs, Alexander Seebacher, Markus Jessenitschnig, Martin Stromberger
ENTER2
2009 Rollin' Justin - Mobile platform with variable base
abstract
Research on humanoid robots for use in servicing tasks, e.g. fetching and delivery, attracts steadily more interest. With “Rollin' Justin” a mobile robotic system and research platform is presented that allows sophisticated control algorithms and dexterous manipulation. This video gives an overview of the mobile humanoid robotic system “Rollin' Justin” with special emphasis on mechanical design features, control issues and high-level system capabilities such as human robot interaction.
Christoph Borst 0001, Thomas Wimböck, Florian Schmidt 0001, Matthias Fuchs, Bernhard Brunner, Franziska Zacharias, Paolo Robuffo Giordano, Rainer Konietschke, Wolfgang Sepp, Stefan Fuchs, Christian Rink, Alin Albu-Schäffer, Gerd Hirzinger
ICRA4
2009 Rollin' Justin - Design considerations and realization of a mobile platform for a humanoid upper body
abstract
Research on humanoid robots for use in servicing tasks, e.g. fetching and delivery, attracts steadily more interest. With Rollin' Justin a mobile robotic system and research platform is presented that allows the implementation and demonstration of sophisticated control algorithms and dexterous manipulation. Important problems of service robotics such as mobile manipulation and strategies for using the increased workspace and redundancy in manipulation task can be studied in detail. This paper gives an overview of the design considerations for a mobile platform and their realizations to transform the formerly table-mounted humanoid upper body system Justin into Rollin' Justin, a fully self-sustaining mobile research platform.
Matthias Fuchs, Christoph Borst 0001, Paolo Robuffo Giordano, Erich Krämer, Jörg Langwald, Robin Gruber, Nikolaus Seitz, Georg Plank, Klaus Kunze, Robert Burger, Florian Schmidt 0001, Thomas Wimböck, Gerd Hirzinger
ICRA1
2009 On the kinematic modeling and control of a mobile platform equipped with steering wheels and movable legs
abstract
Mobile platforms equipped with several steering wheels are known to be omnidirectional, i.e., able to independently translate and rotate on the plane. As an improvement to this design, the Justin mobile platform also possesses the ability to vary its footprint over time by extending/retracting the wheel legs during motion. In this paper, we discuss the kinematic modeling and control issues for such a platform. The goal is to obtain a tracking controller which is able to realize an arbitrary linear/angular platform motion while, at the same time, independently expanding/retracting each leg. Experimental results support the proposed approach.
Paolo Robuffo Giordano, Matthias Fuchs, Alin Albu-Schäffer, Gerd Hirzinger
ICRA2
2009 Anthropomorphic Soft Robotics - From Torque Control to Variable Intrinsic Compliance
Alin Albu-Schäffer, Oliver Eiberger, Matthias Fuchs, Markus Grebenstein, Sami Haddadin, Christian Ott 0001, Andreas Stemmer, Thomas Wimböck, Sebastian Wolf 0001, Christoph Borst 0001, Gerd Hirzinger
ISRR3
2008 Selling Accommodation Packages in Online Auctions - The Case of eBay
Matthias Fuchs, Wolfram Höpken, Alexander Eybl, Jürgen Ulrich
ENTER1
2008 Adoption of E-mail Marketing in the Hotel Sector
Matthias Fuchs, Mario Tuta, Wolfram Höpken
ENTER1
2008 Context-based Adaptation of Ubiquitous Web Applications in Tourism
Wolfram Höpken, Markus Scheuringer, Dirk Linke, Matthias Fuchs
ENTER4
2008 Evaluating Recommender Systems in Tourism - A Case Study from Austria
Markus Zanker, Matthias Fuchs, Wolfram Höpken, Mario Tuta, Nina Müller
ENTER2
2008 The DLR-Crawler: A testbed for actively compliant hexapod walking based on the fingers of DLR-Hand II
abstract
Walking is a fascinating way of locomotion that is very robust, especially in unstructured terrain. Many researchers devote their time to understanding its underlying principles and to build robots based on their findings. Using the fingers of DLR-Hand II a six-legged actively compliant walking robot is developed. It is intended to be used as testbed for the evaluation of different force- and position-based leg and gait control algorithms for hexapod walking in rough terrain. Following a brief overview of the finger hardware, the use of fingers as legs is analyzed and discussed. The body geometry as well as the systems constituting the robot are described. The compliance control algorithm used is explained and finally some experimental results are presented.
Martin Görner, Thomas Wimböck, Matthias Fuchs, Thomas Bahls, Markus Grebenstein, Christoph Borst 0001, Jörg Butterfaß, Gerd Hirzinger
IROS4
2008 Dual evolution of planar parametric spline curves and T-spline level sets
Robert Feichtinger, Matthias Fuchs, Bert Jüttler, Otmar Scherzer, Huaiping Yang
Comput. Aided Des.2
2008 Regularized Reconstruction of Shapes with Statistical a priori Knowledge
Matthias Fuchs, Otmar Scherzer
Int. J. Comput. Vis.1
2007 CAIPS: A Context-Aware Information Push Service in Tourism
Thomas Beer, Matthias Fuchs, Wolfram Höpken, Jörg Rasinger, Hannes Werthner
ENTER2
2007 eTourism Curriculum Development: A Destination Management Organisation Perspective
Matthias Fuchs, Wolfram Höpken, Peter Mirski, Andreas Lembacher, Bernd Ainedter
ENTER1
2007 Dynamics of step-climbing with deformable wheels and applications for mobile Robotics
abstract
Wheeled-mobile robots operating in human environments typically encounter small steps. Surmounting steps is normally not considered when determining peak torque needs, yet it can be the maximum requirement. This work looks at the statics and dynamics of this situation to determine the necessary peak torque. It finds that using a dynamic model that includes the wheel elasticity is essential for properly representing a real-world tire. When torque is increased using a step function, energy is stored in the tire - higher tire elasticity eases climbing. Knowledge of this phenomenon could facilitate the use of smaller actuators. The model is numerically integrated and results are found to agree with experiment.
Alexander Wilhelm, William W. Melek, Jan Paul Huissoon, Christopher Michael Clark, Gerd Hirzinger, Norbert Sporer, Matthias Fuchs
IROS7
2006 etPlanner: An IT Framework for Comprehensive and Integrative Travel Guidance
Wolfram Höpken, Matthias Fuchs, Markus Zanker, Thomas Beer, Alexander Eybl, Stefan Flores, Sergiu Gordea, Markus Jessenitschnig, Thomas Kerner, Dirk Linke, Jörg Rasinger, Michael Schnabl
ENTER2
2006 Evolution of T-Spline Level Sets with Distance Field Constraints for Geometry Reconstruction and Image Segmentation
abstract
We study the evolution of T-spline level sets (i.e, implicitly defined T-spline curves and surfaces). The use of T-splines leads to a sparse representation of the geometry and allows for an adaptation to the given data, which can be unorganized points or images. The evolution process is governed by a combination of prescribed, data-driven normal velocities, and additional distance field constraints. By incorporating the distance field constraints we are able to avoid additional branches and singularities of the T-spline level sets without having to use re-initialization steps. Experimental examples are presented to demonstrate the effectiveness of our approach.
Huaiping Yang, Matthias Fuchs, Bert Jüttler, Otmar Scherzer
SMI2
2005 Towards @Destination: A DEA-based Decision Support Framework
Matthias Fuchs, Wolfram Höpken
ENTER1
2000 An evolutionary approach to support Web page design
abstract
Arranging pictures or photographs on a wall or a sheet of paper can be viewed as a layout problem that consists in placing a set of rectangles on a large rectangle so that there are no overlaps, and all edges are parallel to either the vertical or horizontal edge of the large rectangle. Automating this process is sensible in connection with Web page design, in particular if frequent changes occur. For Web pages, it is possible and it makes sense to scale pictures down so as to ensure that there is a solution to any such layout problem. The goal then is to find a layout that arranges the pictures in a way that is pleasing to the eye. We propose to employ an evolutionary approach to evolve layouts, using a representation similar to slicing tree structures, and a fitness measure that incorporates the idea of aesthetic appeal as minimising blank spaces.
Matthias Fuchs
CEC1
2000 Proofs as Schemas and Their Heuristic Use
Matthias Fuchs
J. Symb. Comput.1
1999 Large Populations Are Not Always The Best Choice In Genetic Programming
Matthias Fuchs
GECCO1
1999 Generating Lemmas for Tableau-based Proof Search Using Genetic Programming
Marc Fuchs 0001, Dirk Fuchs, Matthias Fuchs
GECCO3
1997 Evolving Combinators
Matthias Fuchs
CADE1
1997 CODE: A Powerful Prover for Problems of Condensed Detachment
Dirk Fuchs, Matthias Fuchs
CADE2
1997 Applying Case-Based Reasoning to Automated Deduction
Marc Fuchs 0001, Matthias Fuchs
ICCBR2
1997 High Performance ATP Systems by Combining Several AI Methods
Jörg Denzinger, Marc Fuchs 0001, Matthias Fuchs
IJCAI (1)3
1996 Experiments in the Heuristic Use of Past Proof Experience
Matthias Fuchs
CADE1
1995 Learning Proof Heuristics by Adaptive Parameters
Matthias Fuchs
ICML1
1995 DISCOUNT: A SYstem for Distributed Equational Deduction
Jürgen Avenhaus, Jörg Denzinger, Matthias Fuchs
RTA3