prototype-based
Prototype-based Active Learning for Lemmatization
... the prototype-based active classification (PBAC) approach of Cebron & Berthold (2009), we investi- gate whether the basic PBAC assumption rings true for lin- guistic ...
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Adaptive prototype-based dissimilarity learning
... inferred based thereon. In contrast, prototype-based methods provide an intuitive working style and interpretability of the final model in the sense that they represent their decisions in terms of ...
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Strong Consistency of the Prototype Based Clustering in Probabilistic Space
... In this paper we consider a prototype based approach which may be described as fol- lows. Initially, we have to choose k prototypes. The corresponding empirical clusters will be defined in accordance to the ...
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A prototype-based classification using extended imperialist competitive algorithm
... ecient prototype- based classication approach in the data classication literature by a novel soft-computing approach based on extended imperialist competitive ...
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Intuitionistic Heuristic Prototype-based Algorithm of Possibilistic Clustering
... Different intuitionistic fuzzy-set clustering methods are also described by Xu in [23]. The heuristic approach to possibilistic clustering is generalized for a case of intuitionistic fuzzy tolerance and the corresponding ...
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Combining dissimilarity measures for prototype-based classification
... Learning Vector Quantization (LVQ) is a family of prototype based, adap- tive classification schemes, which has attracted considerable interest in a va- riety of scientific fields. Arguably the most ...
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The Application of Divergences in Prototype Based Vector Quantization
... theory based vector quantization approaches are proposed considering divergences for clustering (Banerjee et ...divergence based approaches are introduced. In prototype based classification, ...
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Efficient Adaptation of Structure Metrics in Prototype-Based Classification
... Specifically, we will consider relational generalized LVQ (RGLVQ) as an ex- tension of generalized LVQ (GLVQ) to dissimilarity data [7]. GLVQ constitutes a popular and mathematically well-founded LVQ scheme with ...
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Fuzzy variants of prototype based clustering and classification algorithms
... Self-Organizing Maps (SOM) (Kohonen 1990) and Neural Gas (NG) (Martinetz et al. 1993), described in detail in sections 2.1.3 and 2.1.4, are also prototype based vector quantizers, but since they work with ...
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Advanced methods for prototype-based classification
... distance based approaches such as un- supervised or semi-supervised clustering and visualization (Arnonkijpanich et ...is based on a heuristic, though intuitive cost ...for prototype and metric ...
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Compact atomic clock prototype based on coherent population trapping
... Alkali-metal atoms properties are well adapted for microwave clocks as Cs beam clocks and Rb vapor cell clocks. The CPT phenomenon has been observed on both atomic species. We chose Cs atom for our prototype for ...
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Metric learning for incorporating privileged information in prototype-based models
... It is worthwhile mentioning that incorporating the privileged information, via OIT approach, in the OGMLVQ classifier is more successful than in the SVOR-IMC based classifier. For ex- ample, the relative ...
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Research on 3D Garment Prototype Modeling Based on Triangulation Algorithm
... garment prototype is realized by the characteristic curve and the triangulation algorithm, which avoids the calculation of the Gaussian curvature of the surface, so it has a smaller calculation amount, the ...
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Prototype Medicare Resource Utilization Report Based on Episode Groupers
... Generally speaking, care for a patient’s episode is primarily influenced by just one provider, as indicated by a majority of episodes constructed from PB claims submitted by a single provider. In such instances, ...
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A Rotating-Magnet Based Mechanical Antenna (RMBMA) for ELF-ULF Wireless Communication
... rotating-magnet based mechanical antenna (RMBMA), a promising portable transmitting antenna for ELF-ULF (3– 3000 Hz) wireless ...communication. Based on the Amperian current model, a theoretical model is ...
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A Prototype for a Grid based Indian Rural Health Care System
... The health care grid based application takes care of huge data related to villages, mandals, cities etc. This paper explains various screen shots taken from the developed grid based software application. ...
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Predictors of speeding among drivers based on Prototype Willingness Model
... Ghaemshahr based on Prototype Willingness Model ...and prototype willingness model ...the prototype, description of the typical other driving, driving experience and ...
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Brecheisen, Stefan (2007): Efficient and Effective Similarity Search on Complex Objects. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
... In this section, we present a detailed experimental evaluation based on real-world test data sets. As test data, we used real-world CAD data represented by 81-dimensional feature vectors [7] and vector sets where ...
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Machine Vision-Based Product Classification on the Prototype Production Line
... Vhodne spremenljivke nam lahko hitro povzročijo težave, saj jih moramo v lestvičnem diagramu vzpostaviti (set) in izničiti (reset), s tem pa jih lahko uporabimo samo enkrat.[r] ...
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1. Prototype for policy recommendation system based on aadhar data
... data based on states as we are displays the count with respect to ...write based on state1 partitioned ...partitions based on column names in the ...
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