Similarity Models: Structural Framework and Training Methods
Structural change and models of structural analysis: theories, principles and methods
... analytical framework of the circular flow introduces a pattern of interrelationship among production activities, and that these activities are, in any case, limited in ...of structural change 12 ...basic ...
25
Quantile regression methods for recursive structural equation models
... regression methods to a model of student achievement and find that the class size effect is insignificantly different from zero at all quantiles of students achievement ...(1982) methods to a ...
36
Question Similarity in Community Question Answering: A Systematic Exploration of Preprocessing Methods and Models
... Its training split con- sists of 267 target questions, 2,669 related ques- tions (around 10 for each target question), and 26,690 comments (around 10 per related ques- ...the models BM25, TRLM and ...
9
Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models
... 4. Experiments A detailed study of our proposed approach on various datasets using different energy-based models was carried out using PCD and its variants. The proposed Diss-CD approach was first evaluated on the ...
16
The use of 2D fingerprint methods to support the assessment of structural similarity in orphan drug legislation
... Experimental methods, a test-set of 100 molecule-pairs was created using data from previous ap- plications to the CHMP for orphan-drug ...the training-set can be found in Table ...and similarity or ...
10
The use of 2D fingerprint methods to support the assessment of structural similarity in orphan drug legislation.
... Experimental methods, a test-set of 100 molecule-pairs was created using data from previous ap- plications to the CHMP for orphan-drug ...the training-set can be found in Table ...and similarity or ...
11
Assessing quality of spatial models using the structural similarity index and posterior predictive checks
... spatial models, the only data available to assess model fit are used to build a ...a framework for using a model to draw new simulations from a posited process, and these can be compared with the original ...
37
Compressed Measurement of Structural Similarity Index
... This paper[2] elaborate on emerging techniques in the field of compressive sam- pling especially in optimizing sampling matrix. A framework was introduced for the joint design and optimization of over-complete ...
55
Ensembles of Similarity-Based Models.
... SBM Models A few definitions are needed ...distinct methods. Methods may have the same or different input and output ...distinct models derived from the same ...of models, includes a ...
11
Bayesian non-linear methods for survival analysis and structural equation models
... Bayesian framework can solve the limitation we mentioned ...Bayesian framework traditionally has been done by the SSVS(Stochastic Search Variable Selection) procedure [George and McCulloch, ...(AFT) ...
138
SRIUBC Core: Multiword Soft Similarity Models for Textual Similarity
... Textual Similarity evaluation, we explore the contribution of models that provide soft similarity scores across spans of multiple words, over the pre- vious year’s ...language models and a ...
7
Similarity searching using 2D structural fingerprints.
... far, similarity searching has involved matching a single bioactive reference structure against a database using a single similarity ...of similarity searching has been the appearance of a range of ...
27
A Structural Similarity Measure
... There are several reasons why a current ver- sion of the measure doesn’t include morpho- logical and morphosyntactic labels. One of the reasons is a different nature of the problem — to design a reliable measure ...
9
Attribution Methods and Models: A Marketer s Framework
... Conclusions Our hope is that after reading this paper you have a better under- standing of Marketing Attribution and have determined if it is something that you want to explore or, if you are already involved in such ...
12
Theories and models of structural dynamics: an ‘ideal’ general framework ?
... First, Pasinetti decomposes his system not into a number of industries (as Leontief has done), but into m sub-systems. In this way, he stresses the reproducibility of means of production over time through a circular ...
16
Contribution to structural parameters computation: volume models and methods
... the models that result from the capturing devices, which affects the computation speed up of their characteristics, disk storage and rendering ...simplified models can be used for collision detection in ...
171
Similarity Methods in Chemoinformatics
... activity. Methods for 2D substructure searching based on bit-string screening and subgraph isomorphism matching were well established by the ...graph-based methods could also be applied to the retrieval of ...
66
Distance Patterns in Structural Similarity
... for similarity computing has been proposed by Melnik et ...reasoning, similarity of graphs with character- string labels has been considered (Champin and Solnon, ...2003). Similarity is measured by ...
22
DKPro Similarity: An Open Source Framework for Text Similarity
... ized similarity frameworks exist at ...DKPro Similarity uses implementations of these existing ...DKPro Similarity brings together the scattered efforts by offering ac- cess to all measures through ...
6
Comparing the efficiency of structural and functional methods in measurement error models
... In order to construct consistent estimators we typically need to be given some additional pieces of information. Here we assume that the measurement error covariance matrix Σ δ is known. We distinguish between two types ...
17