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TSD
2010
Springer
13 years 9 months ago
A Priori and A Posteriori Machine Learning and Nonlinear Artificial Neural Networks
The main idea of a priori machine learning is to apply a machine learning method on a machine learning problem itself. We call it "a priori" because the processed data se...
Jan Zelinka, Jan Romportl, Ludek Müller
SODA
2010
ACM
147views Algorithms» more  SODA 2010»
13 years 9 months ago
Energy Efficient Scheduling via Partial Shutdown
Motivated by issues of saving energy in data centers we define a collection of new problems referred to as "machine activation" problems. The central framework we introd...
Samir Khuller, Jian Li, Barna Saha
IPPS
2010
IEEE
13 years 9 months ago
To upgrade or not to upgrade? Catamount vs. Cray Linux Environment
Modern supercomputers are growing in diversity and complexity
Simon D. Hammond, Gihan R. Mudalige, J. A. Smith, ...
ICPR
2010
IEEE
13 years 9 months ago
Speech Emotion Classification and Public Speaking Skill Assessment
Abstract. This paper presents a new classification algorithm for realtime inference of emotions from the non-verbal features of speech. It identifies simultaneously occurring emoti...
Tomas Pfister, Peter Robinson
CP
2010
Springer
13 years 10 months ago
Ensemble Classification for Constraint Solver Configuration
The automatic tuning of the parameters of algorithms and automatic selection of algorithms has received a lot of attention recently. One possible approach is the use of machine lea...
Lars Kotthoff, Ian Miguel, Peter Nightingale
CNSM
2010
13 years 10 months ago
An investigation on the identification of VoIP traffic: Case study on Gtalk and Skype
The classification of encrypted traffic on the fly from network traces represents a particularly challenging application domain. Recent advances in machine learning provide the opp...
Riyad Alshammari, A. Nur Zincir-Heywood
AVI
2010
13 years 10 months ago
Seeing the self in the washing machine: the deep affordance of 2.0 philosophy in the household appliance domain
The acceleration of rhythm of everyday life requires efficiency and flexibility in daily routines. The real expectations and needs of people concerning intelligent home devices sh...
Caterina Calefato, Enrico Frumento, Monica Milani,...
SCHEDULING
2008
152views more  SCHEDULING 2008»
13 years 11 months ago
Bicriteria robotic cell scheduling
This paper considers the scheduling problems arising in two- and three-machine manufacturing cells configured in a flowshop which repeatedly produces one type of product and where ...
Hakan Gultekin, M. Selim Akturk, Oya Ekin Karasan
TITB
2002
98views more  TITB 2002»
13 years 11 months ago
OILing the way to machine understandable bioinformatics resources
The complex questions and analyses posed by biologists, as well as the diverse data resources they develop, require the fusion of evidence from different, independently developed ...
Robert Stevens, Carole A. Goble, Ian Horrocks, Sea...
ORL
2002
71views more  ORL 2002»
13 years 11 months ago
A push-pull queueing system
We consider a two node multiclass queueing network given by two machines each with two classes. There are two streams of jobs: One stream originates in machine 1, which feeds it f...
Anat Kopzon, Gideon Weiss