Improving the State of the Art in Inexact TSP Solving using Per-Instance Algorithm Selection Lars Kotthoff, Pascal Kerschke, Holger Hoos, Heike Trautmann

Source URL: 4c.ucc.ie

The Algorithm Selection Problem: Towards Standard Data Formats and Tools Lars Kotthoff

Source URL: 4c.ucc.ie

Handbook of Research on Organizational Transformations through Big Data Analytics Madjid Tavana La Salle University, USA

Source URL: www.bitstoenergy.ch

• Machine learning
• Statistical classification
• Support vector machine
• K-nearest neighbors algorithm
• Feature selection
• Ground truth
• Supervised learning
• Data analysis
• K-means clustering
• Energy industry

A photometric unsupervised candidate quasars selection algorithm Raffaele D’Abrusco Department of Physical Sciences - University “Federico II”, Naples Institute of Astronomy - University of Cambridge

Source URL: dame.dsf.unina.it

Nonparametric Variable Selection and Classification: The CATCH Algorithm Shijie Tanga , Lisha Chenb,∗, Kam-Wah Tsuic,1 , Kjell Doksumd,1 a Boehringer Ingelheim Pharmaceuticals, Danbury, CT

Source URL: www.stat.yale.edu

Journal of Machine Learning Research2801 Submitted 1/08; Revised 9/08; PublishedRobust Submodular Observation Selection Andreas Krause

Source URL: select.cs.cmu.edu

• Computational complexity theory
• Theory of computation
• Mathematics
• Submodular set function
• Greedy algorithm
• Algorithm
• Optimization problem
• Reduction
• NP
• Time complexity

I have 10 ways of solving this problem and no idea which is best! An introduction to algorithm selection and configuration Lars Kotthoff

Source URL: 4c.ucc.ie

Brief Announcement: Information Dissemination on Multiple Channels Stephan Holzer1 , Yvonne-Anne Pignolet2 , Jasmin Smula1 , Roger Wattenhofer1 1 Computer Eng. and Networks Laboratory (TIK), ETH Zurich, Switzerland

Source URL: www.tik.ee.ethz.ch

• Graph theory
• Mathematics
• Distributed data storage
• Computational complexity theory
• Selection algorithm
• Randomized algorithm
• Network theory
• Networks
• Koorde
• Kademlia

Towards an Algorithm Selection Standard: Data Formats and Tools Lars Kotthoff Münster, 09 February 2015

Source URL: 4c.ucc.ie

Towards an algorithm selection standard: data format and tools Lars Kotthoff 19 August 2014

Source URL: 4c.ucc.ie