Skip to content

Download Combining Soft Computing and Statistical Methods in Data by Danilo Abbate, Roberta De Asmundis (auth.), Christian PDF

By Danilo Abbate, Roberta De Asmundis (auth.), Christian Borgelt, Gil González-Rodríguez, Wolfgang Trutschnig, María Asunción Lubiano, María Ángeles Gil, Przemysław Grzegorzewski, Olgierd Hryniewicz (eds.)

Over the final 40 years there was a turning out to be curiosity to increase chance idea and records and to permit for extra versatile modelling of imprecision, uncertainty, vagueness and lack of awareness. the truth that in lots of real-life occasions facts uncertainty is not just found in the shape of randomness (stochastic uncertainty) but in addition within the kind of imprecision/fuzziness is yet one element underlining the necessity for a widening of statistical instruments. so much such extensions originate in a "softening" of classical tools, permitting, particularly, to paintings with vague or imprecise info, contemplating obscure or generalized chances and fuzzy occasions, and so forth. approximately ten years in the past the belief of creating a recurrent discussion board for discussing new traits within the before-mentioned context used to be born and led to the 1st overseas convention on delicate tools in chance and facts (SMPS) that used to be held in Warsaw in 2002. within the following years the convention happened in Oviedo (2004), in Bristol (2006) and in Toulouse (2008). within the present variation the convention returns to Oviedo. This edited quantity is a suite of papers offered on the SMPS 2010 convention held in Mieres and Oviedo. It supplies a complete assessment of present examine into the fusion of soppy equipment with likelihood and statistics.

Show description

Read Online or Download Combining Soft Computing and Statistical Methods in Data Analysis PDF

Best computing books

Network computing and information security : second international conference, NCIS 2012, Shanghai, China, December 7-9, 2012, proceedings

This publication constitutes the court cases of the second one overseas convention on community Computing and knowledge safety, NCIS 2012, held in Shanghai, China, in December 2012. The 104 revised papers awarded during this quantity have been rigorously reviewed and chosen from 517 submissions. they're equipped in topical sections named: functions of cryptography; authentication and non-repudiation; cloud computing; conversation and knowledge platforms; layout and research of cryptographic algorithms; details hiding and watermarking; clever networked platforms; multimedia computing and intelligence; community and instant community safeguard; community communique; parallel and dispensed structures; protection modeling and architectures; sensor community; sign and data processing; virtualization innovations and purposes; and instant community.

Soft Computing Models in Industrial and Environmental Applications, 5th International Workshop (SOCO 2010)

This quantity of Advances in clever and gentle Computing includes authorized papers awarded at SOCO 2010 held within the appealing and ancient urban of Guimarães, Portugal, June 2010. This quantity provides the papers approved for the 2010 variation, either for the most occasion and the exact classes. SOCO 2010 distinctive classes are a really great tool with a view to supplement the usual software with new or rising themes of specific curiosity to the partaking group.

3rd Symposium of Ubiquitous Computing and Ambient Intelligence 2008

The Symposium on Ubiquitous Computing and Ambient Intelligence (UCAmI) begun as a workshop held in 2003 in San Sebastián (Spain) below the Spanish man made Intelligence convention. This occasion collected 32 attendees and 18 papers have been awarded. the second one variation, already as a Symposium, happened in Granada (Spain) below the 1st Spanish machine technology convention (CEDI).

Problem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications

Optimization options have constructed right into a modern day answer for real-world difficulties in a number of industries. so one can increase functionality and deal with problems with uncertainty, optimization learn turns into a subject matter of unique curiosity throughout disciplines. challenge fixing and Uncertainty Modeling via Optimization and delicate Computing functions offers the newest examine tendencies and advancements within the quarter of utilized optimization methodologies and tender computing thoughts for fixing complicated difficulties.

Extra info for Combining Soft Computing and Statistical Methods in Data Analysis

Example text

Asymptotic and Bootstrap techniques for testing the expected value of a fuzzy random variable. Metrika 59(1), 31–49 (2004) 9. : The Jackknife and Bootstrap. Springer, New York (1995) 10. : A new family of metrics for compact convex (fuzzy) sets based on a generalized concept of mid and spread. Inf. Sci. 179(23), 3964–3972 (2009) Possibilistic Coding: Error Detection vs. Error Correction Luca Bortolussi and Andrea Sgarro Abstract. Possibilistic information theory is a flexible approach to old and new forms of coding; it is based on possibilities and patterns, rather than pointwise probabilities and traditional statistics.

Through the (mid-spr) parametrization it is possible to define the covariance between X and Y by means of the natural concept of covariance in Hilbert spaces as σX,Y = E tX − EtX ,tY − EtY θ , where tX = (midX, sprX) ∈ R2 (analogously for tY ), and ·, · θ is an inner product on 10 R2 defined in terms of the constant θ > 0 (see (1)) as a, b θ = a b for 0θ all a, b ∈ R2 . The covariance can be expressed in terms of mids and spreads as σX,Y = Cov(midX, midY ) + θ Cov(sprX, sprY ). The variance of the interval X can be also expressed as σX2 = Var(midX) + θ Var(sprX).

Behav. 21, 2–14 (1997) 4. : Can Genetic Algorithms Explain Experimental Anomalies? Comput. Econ. 24(3), 257–275 (2004) 5. : The Regulation of Non-Point Source Pollution and Risk Preferences: An Experimental Approach. Mimeo (2010) 6. : On the convergence of genetic learning in a double auction market. J. Econom. Dynam. Control 23(9-10), 1545–1569 (1999) 7. : Agent-Based Models and Human Subject Experiments. L. ) Handbooks of Computational Economics. Handbooks in Economic Series, vol. 2. Elsevier, Amsterdam (2006) 8.

Download PDF sample

Rated 4.66 of 5 – based on 49 votes