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From the 1 of 5.5k papers with an AI index.

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19932026
Showing 2012Show all

390 papers · 1 filter

cs.OH2012

On Neighborhood Tree Search

Houda Derbel, Bilel Derbel

We consider the neighborhood tree induced by alternating the use of different neighborhood structures within a local search descent. We investigate the issue of designing a search…

cs.NE2012★ 29 cited

Echo State Queueing Network: a new reservoir computing learning tool

Sebastián Basterrech, Gerardo Rubino

In the last decade, a new computational paradigm was introduced in the field of Machine Learning, under the name of Reservoir Computing (RC). RC models are neural networks which a…

math.NA2012

Analysis of exponential splitting methods for inhomogeneous parabolic equations

Erwan Faou, Alexander Ostermann, Katharina Schratz

We analyze the convergence of the exponential Lie and exponential Strang splitting applied to inhomogeneous second-order parabolic equations with Dirichlet boundary conditions. A r…

cs.IT2012★ 3 cited

On the decoding of quasi-BCH codes

Morgan Barbier, Clément Pernet, Guillaume Quintin

In this paper we investigate the structure of quasi-BCH codes. In the first part of this paper we show that quasi-BCH codes can be derived from Reed-Solomon codes over square matri…

cs.AI2012

Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark

Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal +2

All standard AI planners to-date can only handle a single objective, and the only way for them to take into account multiple objectives is by aggregation of the objectives. Further…

cs.CE2012★ 1 cited

Statistical Traffic State Analysis in Large-scale Transportation Networks Using Locality-Preserving Non-negative Matrix Factorization

Yufei Han, Fabien Moutarde

Statistical traffic data analysis is a hot topic in traffic management and control. In this field, current research progresses focus on analyzing traffic flows of individual links…