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  • 1
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    Advances in Intelligent Data Analysis XVIII (2021)
    Springer Nature | Springer
    Details
    Publication Date: 2024-04-14
    Description: This open access book constitutes the proceedings of the 18th International Conference on Intelligent Data Analysis, IDA 2020, held in Konstanz, Germany, in April 2020. The 45 full papers presented in this volume were carefully reviewed and selected from 114 submissions. Advancing Intelligent Data Analysis requires novel, potentially game-changing ideas. IDA’s mission is to promote ideas over performance: a solid motivation can be as convincing as exhaustive empirical evaluation.
    Keywords: Database Management ; Data Mining and Knowledge Discovery ; Computing Milieux ; Machine Learning ; Computer Systems Organization and Communication Networks ; open access ; data mining ; learning systems ; classification ; clustering ; semantics ; learning algorithms ; supervised learning ; association rules ; social networks ; graphic methods ; neural networks ; artificial intelligence ; computer vision ; correlation analysis ; databases ; education ; engineering ; graph theory ; image analysis ; Databases ; Database programming ; Data mining ; Expert systems / knowledge-based systems ; Information technology: general issues ; Machine learning ; Computer networking & communications ; thema EDItEUR::U Computing and Information Technology::UN Databases ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications
    Language: English
    Format: image/jpeg
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    E-BOOK
  • 2
    Electronic Resource
    Electronic Resource
    The orbit of the nearby low-mass binary Gliese 600 (2000)
    Springer
    Astronomy letters 26 (2000), S. 668-671 
    Details
    ISSN: 1562-6873
    Keywords: stars—properties ; classification
    Source: Springer Online Journal Archives 1860-2000
    Topics: Physics
    Notes: Abstract We have computed a combined spectroscopic-interferometric orbit for the nearby binary Gliese 600 discovered by us. The orbital period is 2.78 years, and the semimajor axis is 100 mas (0.1″). Its M0 V components are almost identical and have a mass of 0.5M ⊙. The mass ratio is uncertain because of the low radialvelocity semiamplitude (7 km s−1) associated with the low orbital inclination (37°). The orbital parallax of the binary (52±11 mas) matches its dynamical and photometric parallaxes but differs significantly from the Hipparcos parallax (44.3±1.6) mas; the latter was probably distorted by the orbital motion that was not taken into account.
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1134/1.1316112
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    Paper (German National Licenses)
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  • 3
    Electronic Resource
    Electronic Resource
    Approximation of Sahelian rainfall fields with meta-Gaussian random functions (1999)
    Springer
    Stochastic environmental research and risk assessment 13 (1999), S. 113-130 
    Details
    ISSN: 1436-3259
    Keywords: Key words: Climatology ; meso-scale convective systems ; classification ; anisotropy ; intermittency ; ergodicity ; upscaling ; level sets.
    Source: Springer Online Journal Archives 1860-2000
    Topics: Architecture, Civil Engineering, Surveying , Energy, Environment Protection, Nuclear Power Engineering , Geography , Geosciences
    Notes: Abstract: The meta-Gaussian model is fitted to a set of 258 sahelian rainfields. The hypotheses underlying this model are discussed with a special emphasis on its ergodic properties, the scale of the phenomenon and the scale of observation. Then the ability of this model to reproduce some observed features, in particular upscaling properties, is checked from a distributional point of view. Finally, some simple properties of the thresholds which are linked to the area threshold method are described.
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1007/s004770050035
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  • 4
    Electronic Resource
    Electronic Resource
    Correspondences between classifications and between classes of entities in molecular genetics (1990)
    Springer
    Acta biotheoretica 38 (1990), S. 103-111 
    Details
    ISSN: 1572-8358
    Keywords: correspondence ; classification ; class
    Source: Springer Online Journal Archives 1860-2000
    Topics: Biology
    Notes: Abstract Certain correspondences appear between the classifications and between the classes of various entities at molecular genetic level: types of fundamental correspondences between classifications and between classes of normal entities, on the one hand, and of mutant entities on the other hand; ranks of correspondences between classifications and between classes of entities. The concept of universality of the genetic code was reformulated on the basis of the above correspondences.
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1007/BF00047547
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  • 5
    Electronic Resource
    Electronic Resource
    Design optimization with back-propagation neural networks (1991)
    Springer
    Journal of intelligent manufacturing 2 (1991), S. 293-303 
    Details
    ISSN: 1572-8145
    Keywords: Artificial neural nets (ANN) ; non-linear programming ; classification ; hopfield net
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mechanical Engineering, Materials Science, Production Engineering, Mining and Metallurgy, Traffic Engineering, Precision Mechanics
    Notes: Abstract A methodology with back-propagation neural network models is developed to explore the artificial neural nets (ANN) technology in the new application territory of design optimization. This design methodology could go beyond the Hopfield network model, Hopfield and Tank (1985), for combinatorial optimization problems In this approach, pattern classification with back-propagation network, the most demonstrated power of neural networks applications, is utilized to identify the boundaries of the feasible and the infeasible design regions. These boundaries enclose the multi-dimensional space within which designs satisfy all design criteria. A feedforward network is then incorporated to perform function approximation of the design objective function. This approximation is performed by training the feedforward network with objective functions evaluated at selected design sets in the feasible design regions. Additional optimum design sets in the classified feasible regions are calculated and included in the successive training sets to improve the function mapping. Iteration is continued until convergent criteria are satisfied. This paper demonstrates that the artificial neural nets technology provides a global perspective of the entire design space with good and near optimal solutions. ANN can indeed be a potential technology for design optimization.
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1007/BF01471177
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  • 6
    Electronic Resource
    Electronic Resource
    Genetic synthesis of a fuzzy pulse discriminator in electrical discharge machining (1996)
    Springer
    Journal of intelligent manufacturing 7 (1996), S. 311-318 
    Details
    ISSN: 1572-8145
    Keywords: Electrical discharge machining ; fuzzy systems ; classification
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mechanical Engineering, Materials Science, Production Engineering, Mining and Metallurgy, Traffic Engineering, Precision Mechanics
    Notes: In this paper, a sensor system, called a fuzzy pulse discriminator, is developed to classify various discharge pulses in electrical discharge machining (EDM). The fuzzy rules of the pulse discriminator are obtained based on the features of the gap voltage and gap current between the tool workpiece. The membership functions of the fuzzy pulse discriminator are automatically synthesized by using genetic algorithms. The effectiveness of this approach is verified under different cutting parameters.
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1007/BF00124831
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  • 7
    Electronic Resource
    Electronic Resource
    Polling systems in heavy traffic: Exhaustiveness of service policies (1997)
    Springer
    Queueing systems 27 (1997), S. 227-250 
    Details
    ISSN: 1572-9443
    Keywords: polling systems ; heavy traffic ; expected delay ; exhaustiveness ; monotonicity ; service disciplines ; classification
    Source: Springer Online Journal Archives 1860-2000
    Topics: Computer Science
    Notes: Abstract We study the expected delay in cyclic polling models with general ‘branching-type’ service disciplines. For this class of models, which contains models with exhaustive and gated service as special cases, we obtain closed-form expressions for the expected delay under standard heavy-traffic scalings. We identify a single parameter associated with the service discipline at each queue, which we call the ‘exhaustiveness’. We show that the scaled expected delay figures depend on the service policies at the queues only through the exhaustiveness of each of the service disciplines. This implies that the influence of different service disciplines, but with the same exhaustiveness, on the expected delays at the queues becomes the same when the system reaches saturation. This observation leads to a new classification of the service disciplines. In addition, we show monotonicity of the scaled expected delays with respect to the exhaustiveness of the service disciplines. This induces a complete ordering in terms of efficiency of the service disciplines. The results also lead to new rules for optimization of the system performance with respect to the service disciplines at the queues. Further, the exact asymptotic results suggest simple expected waiting-time approximations for polling models in heavy traffic. Numerical experiments show that the accuracy of the approximations is excellent for practical heavy-traffic scenarios.
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1023/A:1019118232492
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  • 8
    Electronic Resource
    Electronic Resource
    On Affine Normal Forms and a Classification of Homogeneous Surfaces in Affine Three-Space (1999)
    Springer
    Geometriae dedicata 77 (1999), S. 11-69 
    Details
    ISSN: 1572-9168
    Keywords: affine ; homogeneous ; surface ; classification ; normal form.
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mathematics
    Notes: Abstract We classify homogeneous surfaces in real and complex affine three-space. This is achieved by choosing affine coordinates so that the surface is defined by a function whose Taylor series is in a preferred normal form.
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1023/A:1005083518793
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  • 9
    Electronic Resource
    Electronic Resource
    Classification and evolution of EF-hand proteins (1998)
    Springer
    BioMetals 11 (1998), S. 277-295 
    Details
    ISSN: 1572-8773
    Keywords: evolution ; classification ; EF-hand ; domain ; homology ; chimera ; congruence ; gene duplication ; gene fusion ; eukaryote ; dendrogram ; calmodulin ; troponin C ; light chain of myosin ; S100 ; parvalbumin ; calcineurin ; recoverin ; calpain ; sorcin ; diacylglycerol ; calbindin ; aequorin ; phospholipase C ; BM-40
    Source: Springer Online Journal Archives 1860-2000
    Topics: Biology , Chemistry and Pharmacology
    Notes: Abstract Forty-five distinct subfamilies of EF-hand proteins have been identified. They contain from two to eight EF-hands that are recognizable by amino acid sequence as being statistically similar to other EF-hand domains. All proteins within one subfamily are congruent to one another, i.e. the dendrogram computed from one of the EF-hand domains is similar, within statistical error, to the dendrogram computed from another(s) domain. Thirteen subfamilies - including Calmodulin, Troponin C, Essential light chain, Regulatory light chain - referred to collectively as CTER, are congruent with one another. They appear to have evolved from a single ur-domain by two cycles of gene duplication and fusion. The subfamilies of CTER subsequently evolved by gene duplications and speciations. The remaining 32 subfamilies do not show such general patterns of congruence; however, some - such as S100, intestinal calcium binding protein (calbindin 9kd), and trichohylin - do not form congruent clusters of subfamilies. Nearly all of the domains 1, 3, 5, and 7 are most similar to other ODD domains. Correspondingly the EVEN numbered domains of all 45 subfamilies most closely resemble EVEN domains of other subfamilies. Many sequence and chem-ical characteristics do not show systemic trends by subfamily or species of host organisms; such homoplasy is widespread. Eighteen of the subfamilies are heterochimeric; in addition to multiple EF-hands they contain domains of other evolutionary origins.© Kluwer Academic Publishers
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1023/A:1009282307967
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  • 10
    Electronic Resource
    Electronic Resource
    The Automatic Deduction of Classificatory Systems from Linguistic Theories (1998)
    Springer
    Grammars 1 (1998), S. 103-153 
    Details
    ISSN: 1572-848X
    Keywords: classification ; constraint grammars ; knowledge management
    Source: Springer Online Journal Archives 1860-2000
    Topics: Linguistics and Literary Studies , Computer Science
    Notes: Abstract Classifying linguistic objects is a widespread and important linguistic task, but hand deducing a classificatory system from a general linguistic theory can consume much effort and introduce pernicious errors. We present an abstract prototype device that effectively deduces an accurate classificatory system from a finite linguistic theory.
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1023/A:1009909418521
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