Publications related to The Imitation Game: Algorithm Selection by Exploiting Black-Box Recommenders

Influenza Virus Drug Resistance: A Time-Sampled Population Genetics Perspective

Jeffrey David Jensen, Matthieu Foll, Claudia Bank, Hyunjin Shim, Gregory Bruce Ewing, Anna Ferrer Admetlla

Author Summary In recent years, considerable attention has been given to the evolution of drug resistance in the influenza A H1N1 strain. As a major annual cause of morbidity and mortality, combined with the rapid global spread of drug resistance, influenz ...

Public Library of Science2014

Viability Principles for Constrained Optimization Using a (1+1)-CMA-ES

Dario Floreano, Andrea Maesani

Viability Evolution is an abstraction of artificial evolution which operates by eliminating candidate solutions that do not satisfy viability criteria. Viability criteria are defined as boundaries on the values of objectives and constraints of the problem ...

Springer International Publishing2014

Intrusion Detection in MANET Using Classification Algorithms: The Effects of Cost and Model Selection

Christos Dimitrakakis, Aikaterini Mitrokotsa

Intrusion detection is frequently used as a second line of defense in Mobile Ad-hoc Networks (MANETs). In this paper we examine how to properly use classification methods in intrusion detection for MANETs. In order to do so we evaluate five supervised clas ...

Elsevier2013

Validating models for disease detection using twitter

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Data mining social media has become a valuable resource for infectious disease surveillance. However, there are considerable risks associated with incorrectly predicting an epidemic. The large amount of social media data combined with the small amount of g ...

International World Wide Web Conferences Steering Committee2013

Differences in the Concept of Fitness Between Artificial Evolution and Natural Selection

Dario Floreano, Laurent Keller, Pawel Lichocki

Evolutionary algorithms were proposed to automatically find solutions to computational problems, much like evolution discovers new adaptive traits. Lately, they have been used to address challenging questions about the evolution of modularity, the genetic ...

The MIT Press2012

Effects of sharing text selections on gaze recurrence and interaction quality in a pair programming task

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We present experimental findings from a dual eye-tracking study that illustrate the effect of different ways of sharing se- lection in remote pair-programming scenario. Forty pairs of engineering students had to complete several program under- standing tas ...

2012

A Quantitative Test of Hamilton's Rule for the Evolution of Altruism

Dario Floreano, Laurent Keller, Markus Waibel

The evolution of altruism is a fundamental and enduring puzzle in biology. In a seminal paper Hamilton showed that altruism can be selected for when rb − c>0, where c is the fitness cost to the altruist, b is the fitness benefit to the beneficiary, and r i ...

Public Library of Science2011

Feature Selection using Stochastic Search: An Application to System Identification

Ian Smith, Sandro Saitta

System identification using multiple-model strategies may involve thousands of models with several parameters. However, only a few models are close to the correct model. A key task involves finding which parameters are important for explaining candidate mo ...

American Society of Civil Engineers2010

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The Imitation Game: Algorithm Selection by Exploiting Black-Box Recommenders

Influenza Virus Drug Resistance: A Time-Sampled Population Genetics Perspective

Viability Principles for Constrained Optimization Using a (1+1)-CMA-ES

Intrusion Detection in MANET Using Classification Algorithms: The Effects of Cost and Model Selection

RECURRENT AND RECENT SELECTIVE SWEEPS IN THE piRNA PATHWAY

Validating models for disease detection using twitter

Differences in the Concept of Fitness Between Artificial Evolution and Natural Selection

Effects of sharing text selections on gaze recurrence and interaction quality in a pair programming task

A Quantitative Test of Hamilton's Rule for the Evolution of Altruism

The contribution of remote sensing data for the detection of natural selection signatures in North American Grey Wolves

Feature Selection using Stochastic Search: An Application to System Identification

Graph Chatbot

Chat with Graph Search

Influenza Virus Drug Resistance: A Time-Sampled Population Genetics Perspective

Validating models for disease detection using twitter

A Quantitative Test of Hamilton's Rule for the Evolution of Altruism

Viability Principles for Constrained Optimization Using a (1+1)-CMA-ES

Intrusion Detection in MANET Using Classification Algorithms: The Effects of Cost and Model Selection

RECURRENT AND RECENT SELECTIVE SWEEPS IN THE piRNA PATHWAY

Differences in the Concept of Fitness Between Artificial Evolution and Natural Selection

Effects of sharing text selections on gaze recurrence and interaction quality in a pair programming task

The contribution of remote sensing data for the detection of natural selection signatures in North American Grey Wolves

Feature Selection using Stochastic Search: An Application to System Identification