Publications related to Decision tree learning

Optimization-based Feedforward Path Following for Model Reference Adaptive Control of an Unmanned Helicopter

This paper addresses an optimization based approach to follow a geometrically defined path by an unmanned helicopter. In particular, this approach extends reference model following concepts. Instead of using vehicle dynamics, the optimization is based on t ...

2013

Comparison of Frameworks for Analyzing Social-ecological Systems

Claudia Rebeca Binder Signer

In this paper we compare 10 established frameworks for analyzing social-ecological systems. We limited ourselves to frameworks that were explicitly designed to be used by a wider community of researchers and practitioners. Although all these frameworks see ...

Resilience Alliance2013

Scaled False Discovery Proportion and Related Error Metrics

Jean-Philippe Thiran, Stephan Morgenthaler, Djalel Eddine Meskaldji

In multiple testing, a variety of control metrics of false positives have been introduced such as the Per Family Error Rate (PFER), Family-Wise Error Rate (FWER), the False Discovery Rate (FDR), the False Exceedence Rate (FER). In this talk, we present a c ...

2013

Anti-spoofing in action: joint operation with a verification system

Sébastien Marcel, André Anjos, Ivana Chingovska

Besides the recognition task, today's biometric systems need to cope with additional problem: spoofing attacks. Up to date, academic research considers spoofing as a binary classification problem: systems are trained to discriminate between real accesses a ...

2013

Anti-spoofing in action: joint operation with a verification system

Sébastien Marcel, André Anjos, Ivana Chingovska

Besides the recognition task, today's biometric systems need to cope with additional problem: spoofing attacks. Up to date, academic research considers spoofing as a binary classification problem: systems are trained to discriminate between real accesses a ...

Idiap2013

Biconditional BDD: A Novel Canonical BDD for Logic Synthesis targeting XOR-rich Functions

Giovanni De Micheli, Pierre-Emmanuel Julien Marc Gaillardon, Luca Gaetano Amarù

We present a novel class of decision diagrams, called Biconditional Binary Decision Diagrams (BBDDs), that enable efficient logic synthesis for XOR-rich functions. BBDDs are binary decision diagrams where the Shannon’s expansion is replaced by the bicondit ...

2013

On the Function Field Sieve and the Impact of Higher Splitting Probabilities: Application to Discrete Logarithms in $\mathbb{F}_{2^{1971}}$ and $\mathbb{F}_{2^{3164}}$

Robert Granger, Jens Markus Zumbrägel

In this paper we propose a binary field variant of the Joux-Lercier medium-sized Function Field Sieve, which results not only in complexities as low as

L_{q^n}(1/3,(4/9)1/3)

for computing arbitrary logarithms, but also in an heuristic polynomial time alg ...

Springer Berlin Heidelberg2013

Predicting 3D Quality based on Content Analysis

Touradj Ebrahimi, Philippe Hanhart

Development of objective quality metrics that can reliably predict perceived quality of 3D video sequences is challenging. Various 3D objective metrics have been proposed, but PSNR is still widely used. Several studies have shown that PSNR is strongly cont ...

2013

Interactive expert support for early stage full-year daylighting design: a user’s perspective on Lightsolve

Marilyne Andersen

Designing spaces that are able to balance illumination, glare and solar gains over a year is a real challenge, yet a problem faced every day by building designers. To assist them, a full year, climate-based daylighting simulation method, called Lightsolve, ...

Elsevier2013

Constrained regularized reconstruction of X-ray-DPCI tomograms with weighted-norm

Michaël Unser, Cédric René Jean Vonesch, Peter Modregger, Masih Nilchian, Stamatios Lefkimmiatis, Marco Stampanoni

In this paper we introduce a new reconstruction algorithm for X-ray differential phase-contrast Imaging (DPCI). Our approach is based on 1) a variational formulation with a weighted data term and 2) a variable-splitting scheme that allows for fast converge ...

Optical Society of America2013

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Optimization-based Feedforward Path Following for Model Reference Adaptive Control of an Unmanned Helicopter

Comparison of Frameworks for Analyzing Social-ecological Systems

Scaled False Discovery Proportion and Related Error Metrics

Anti-spoofing in action: joint operation with a verification system

Anti-spoofing in action: joint operation with a verification system

Biconditional BDD: A Novel Canonical BDD for Logic Synthesis targeting XOR-rich Functions

On the Function Field Sieve and the Impact of Higher Splitting Probabilities: Application to Discrete Logarithms in $\mathbb{F}_{2^{1971}}$ and $\mathbb{F}_{2^{3164}}$

Predicting 3D Quality based on Content Analysis

Interactive expert support for early stage full-year daylighting design: a user’s perspective on Lightsolve

Constrained regularized reconstruction of X-ray-DPCI tomograms with weighted-norm

On the Function Field Sieve and the Impact of Higher Splitting Probabilities: Application to Discrete Logarithms in $\mathbb{F}_{2^{1971}}$ and $\mathbb{F}_{2^{3164}}$

Comparison of Frameworks for Analyzing Social-ecological Systems

Interactive expert support for early stage full-year daylighting design: a user’s perspective on Lightsolve

Predicting 3D Quality based on Content Analysis

Constrained regularized reconstruction of X-ray-DPCI tomograms with weighted-norm

Anti-spoofing in action: joint operation with a verification system

Optimization-based Feedforward Path Following for Model Reference Adaptive Control of an Unmanned Helicopter

Scaled False Discovery Proportion and Related Error Metrics

Anti-spoofing in action: joint operation with a verification system

Biconditional BDD: A Novel Canonical BDD for Logic Synthesis targeting XOR-rich Functions