no code implementations • 16 May 2024 • Ruizhe Li, Grazziela Figueredo, Dorothee Auer, Christian Wagner, Xin Chen
To address this challenge, this paper proposes a mask-guided encoder-decoder DCNN-based image registration method, named as MrRegNet.
no code implementations • 18 Mar 2024 • Chao Chen, Christian Wagner, Jonathan M. Garibaldi
Since their introduction, fuzzy sets and systems have become an important area of research known for its versatility in modelling, knowledge representation and reasoning, and increasingly its potential within the context explainable AI.
no code implementations • 7 Nov 2023 • Direnc Pekaslan, Jose Maria Alonso-Moral, Kasun Bandara, Christoph Bergmeir, Juan Bernabe-Moreno, Robert Eigenmann, Nils Einecke, Selvi Ergen, Rakshitha Godahewa, Hansika Hewamalage, Jesus Lago, Steffen Limmer, Sven Rebhan, Boris Rabinovich, Dilini Rajapasksha, Heda Song, Christian Wagner, Wenlong Wu, Luis Magdalena, Isaac Triguero
These competitions focus on accurate energy consumption forecasting and the importance of interpretability in understanding the underlying factors.
no code implementations • 23 Feb 2023 • Stephen B. Broomell, Christian Wagner
We proceed to show how the resulting operator systematically integrates a priori beliefs about the worth of both sources and evidence, reflecting the semantic integration of both weighting strategies.
no code implementations • 6 May 2022 • Dani Kiyasseh, Runzhuo Ma, Taseen F. Haque, Jessica Nguyen, Christian Wagner, Animashree Anandkumar, Andrew J. Hung
We believe this is a prerequisite for the provision of surgical feedback and modulation of surgeon performance in pursuit of improved patient outcomes.
1 code implementation • 3 Aug 2021 • Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen
The proposed method was evaluated on a public brain MRI data set for age estimation.
no code implementations • 15 Apr 2021 • Shaily Kabir, Christian Wagner, Zack Ellerby
Increasingly, however, research is focusing upon uncertainty arising at the level of individual measurements (i. e., within- or intra-source), such as for a given sensor output or human response.
no code implementations • 25 Feb 2021 • François Yaya, Johannes Römer, Achim Guckenberger, Thomas John, Stephan Gekle, Thomas Podgorski, Christian Wagner
We conduct an experimental study on the flow field around red blood cells in capillary flow that are complemented by simulations of vortical flow between red blood cells.
Biological Physics Fluid Dynamics Cell Behavior
no code implementations • 18 May 2020 • Marco Pagano, Christian Wagner, Josef Zechner
This paper investigates whether security markets price the effect of social distancing on firms' operations.
1 code implementation • 16 Apr 2020 • Ruizhe Li, Dorothee Auer, Christian Wagner, Xin Chen
To address this problem, we propose a generic semi-supervised learning framework for image segmentation based on a deep convolutional neural network (DCNN).
1 code implementation • 27 Feb 2020 • Philipp Leinen, Malte Esders, Kristof T. Schütt, Christian Wagner, Klaus-Robert Müller, F. Stefan Tautz
Here, we present a strategy to work around both obstacles, and demonstrate autonomous robotic nanofabrication by manipulating single molecules.
no code implementations • 9 Jul 2019 • Javier Navarro, Christian Wagner
While previously, the Agreement Ratio was proposed to measure the strength of agreement in fuzzy set based models of interval data, said measure has only been applicable to type-1 fuzzy sets.
no code implementations • 9 Sep 2016 • Polla Fattah, Uwe Aickelin, Christian Wagner
External clustering indices were originally used to measure the difference between suggested clusters in terms of clustering algorithms and ground truth labels for items provided by experts.
no code implementations • 30 Aug 2016 • Simon Miller, Christian Wagner, Uwe Aickelin, Jonathan M. Garibaldi
An important role carried out by cyber-security experts is the assessment of proposed computer systems, during their design stage.
no code implementations • 21 Jul 2016 • Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford
As the results of these questionnaires are often used to assess patient progress and to determine future treatment options, it is important to establish that the words used are interpreted in the same way by both patients and medical professionals.
no code implementations • 21 Jul 2016 • Javier Navarro, Christian Wagner, Uwe Aickelin
Fuzzy Rule-Based Classification Systems (FRBCSs) have the potential to provide so-called interpretable classifiers, i. e. classifiers which can be introspective, understood, validated and augmented by human experts by relying on fuzzy-set based rules.
no code implementations • 20 Jul 2016 • Polla Fattah, Uwe Aickelin, Christian Wagner
Based on these initial classifications, the optimisation process tries to find an improved classifier which produces the best possible compact classes of objects (players) for every time point in the temporal data.
no code implementations • 3 Nov 2015 • Titouan Lazeyras, Christian Wagner, Tobias Baldauf, Fabian Schmidt
We present accurate measurements of the linear, quadratic, and cubic local bias of dark matter halos, using curved "separate universe" N-body simulations which effectively incorporate an infinite-wavelength overdensity.
Cosmology and Nongalactic Astrophysics
no code implementations • 22 Sep 2014 • Christian Wagner, Fabian Schmidt, Chi-Ting Chiang, Eiichiro Komatsu
The large-scale statistics of observables such as the galaxy density are chiefly determined by their dependence on the local coarse-grained matter density.
Cosmology and Nongalactic Astrophysics
no code implementations • 3 Sep 2014 • Josie C. McCullochy, Chris J. Hinde, Christian Wagner, Uwe Aickelin
The measure of distance between two fuzzy sets is a fundamental tool within fuzzy set theory, however, distance measures currently within the literature use a crisp value to represent the distance between fuzzy sets.
no code implementations • 3 Sep 2014 • Josie McCulloch, Christian Wagner, Uwe Aickelin
This is especially true where a large number of fuzzy sets are being compared as part of a reasoning system.
no code implementations • journal 2013 • Ana Bel ́en Cara, Christian Wagner
We will also present a multiobjective evolution-ary algorithm (MOEA) for the optimization of singleton type-1, nonsingleton type-1, and singleton interval type-2 fuzzy systems forfunction approximation problems.
no code implementations • 23 Aug 2013 • Josie McCulloch, Christian Wagner, Uwe Aickelin
The measure of distance between two fuzzy sets is a fundamental tool within fuzzy set theory.
no code implementations • 23 Aug 2013 • Josie McCulloch, Christian Wagner, Uwe Aickelin
Similarity measures provide one of the core tools that enable reasoning about fuzzy sets.
no code implementations • 4 Jul 2013 • Ian Dent, Christian Wagner, Uwe Aickelin, Tom Rodden
Changes in the UK electricity market mean that domestic users will be required to modify their usage behaviour in order that supplies can be maintained.