a machine learning approach to software requirements prioritization

... circle amplification (RCA) and advanced metagenomics approaches have enabled the elucidation of viromes and the identification of many viral agents in a large number of plant species As a result, ... some cases, geminiviruses may be associated with beta satellite (DNA-Beta) or alpha satellite DNA (DNA-Alpha) [24] Beta satellites are DNA molecules with approximately 1.35 kb, and code a single ... Additional file 1: Table S1 Additional file 2 shows the accession numbers of the complete genomes used to create the datasets Data quality The data available in public databases may contain non-standardized,

Ngày tải lên: 25/11/2020, 17:31

... of machine learning indicates that machines are capable of learning However, people in other fields have criticized the capability of machine learning by saying that machines are neither able to ... them, data mining and machine learning are different in both philosophical and practical aspects In terms of philosophical aspects, data mining is similar to human research tasks and machine learning ... in Big Data 13 Han Liu Alexander Gegov Mihaela Cocea Rule Based Systems for Big Data A Machine Learning Approach www.allitebooks.com Studies in Big Data Volume 13 Series editor Janusz Kacprzyk,

Ngày tải lên: 04/03/2019, 16:13

... ofmachine learning indicates that machines are capable of learning However, peoplein other fields have criticized the capability of machine learning by saying thatmachines are neither able to ... them, data mining and machine learning are different in bothphilosophical and practical aspects In terms of philosophical aspects, data mining is similar to human research tasksand machine learning ... Trang 1Studies in Big Data 13Han Liu Alexander Gegov Mihaela Cocea Rule Based Systems for Big Data A Machine Learning Approach www.allitebooks.com Trang 2Studies in Big DataTrang 3The

Ngày tải lên: 12/04/2019, 00:45

... ofmachine learning indicates that machines are capable of learning However, peoplein other fields have criticized the capability of machine learning by saying thatmachines are neither able to ... them, data mining and machine learning are different in bothphilosophical and practical aspects In terms of philosophical aspects, data mining is similar to human research tasksand machine learning ... Trang 1Studies in Big Data 13Han Liu Alexander Gegov Mihaela Cocea Rule Based Systems for Big Data A Machine Learning Approach www.allitebooks.com Trang 2Studies in Big DataTrang 3The

Ngày tải lên: 13/04/2019, 00:23

... doubt that an important software engineering research area over the last twodecades is what we would generally call model-based software development (MBSD) –the idea that a software can and should ... must allow for a precise description of the run-timestate when a mogram is executed As a general modelling approach, there are a variety of meta-modelling languages that can be applied A de facto ... 2 To investigate and define a generative and modular software construction approach 3 To investigate and design suitable aDSL(s) for the unified domain model and for software construction. 4 To

Ngày tải lên: 06/08/2020, 07:10

... value max – Max(v) value DClass DAttr (ii) DAssoc 171 ascName – – ascType – jpa.OneToMany, jpa.ManyToOne, jpa.ManyToMany role – – endType – – associate.type – – associate.cardMin – – associate.cardMax ... isMutatorRef ( a ) 31 32 33 34 is this a creator method that contains a parameter referencing a ? def : isCreatorRef ( a : Field ) : Boolean = isCreator () and params - > exists ( isAttrRef ( a ... Min.value, Max.value } – one-of { OneToMany, ManyToOne, ManyToMany} Domain Field one-of { DAttr.length, min, max } Associative Field DAssoc.ascName, ascType, role, endType; associate.type, associate.cardMin,

Ngày tải lên: 06/08/2020, 07:12

... endType; associate.type, associate.cardMin, associate.cardMax – Domain Field one-of { OneToMany, 173 ManyToOne, ManyToMany} Table C.3: Comparing the typical-locs of DCSL to AL, XL DCSL Domain Class ... – (iii) jpa (iv) Column.length (v) (v) ascName ascType – – – jpa.OneToMany, jpa.ManyToOne, jpa.ManyToMany role – – endType – – associate.type – – associate.cardMin – – associate.cardMax – – DOpt ... Class DClass.mutable Domain Field one-of { DAttr.length, min, max } Associative Field DAssoc.ascName, ascType, role, endType; associate.type, associate.cardMin, associate.cardMax AL XL DomainObject.editing,

Ngày tải lên: 07/08/2020, 07:44

... statistical analysis Custom PERL scripts were used for data cleaning, experimental pipeline, and aggregated analysis Fig 1 The analytic approach for comparing performance between machine learning ... recommendations by machine learning algorithms about adjuvant trastuzumab therapy for each case (PDF 864 kb) Abbreviations ADTree: Alternating decision tree; AUC: Area under the receiver operating characteristic ... like to thank Chloe Martin who assisted with the ethics preparation and Elizabeth Connolly who assisted with data retrieval Funding Not applicable. Availability of data and materials The datasets

Ngày tải lên: 20/09/2020, 18:53

... experimentation and data analysis OE edited the manuscript and directed the study All authors read and approved the final manuscript Additional files Ethics approval and consent to participate Not applicable ... and alternate machine learning frameworks such as random forests have the potential to outperform complex ANNs in these feature spaces Herein, we use publicly available MS data to develop feature ... hypothesize that it is absent because MS data is only partially dependent on chemical affinity data Further analysis should strive to identify other explicative factors within MS data For example, analysis

Ngày tải lên: 25/11/2020, 13:07

... Since neural network parameters are trained using a set of translation pairs D lex , f in our classification approach can be interpreted as an automatically trained similar-ity function For each positive ... English language such as the Unified Med-ical Language System (UMLS) thesaurus lack translations into other languages for many of the terms1 Translation dictionaries and thesauri are available for ... acronyms and abbreviations are abundant For instance, the follow-ing pairs are English-Dutch translation pairs in the biomedical domain: angiography:angiografie, intracra-nial:intracranieel ,

Ngày tải lên: 25/11/2020, 14:05

... matrix b The calculation of TAD quality score Two adjacent TADs are denoted as i and j The area between TADs i and j that has few interactions is labeled as E The intra(i) is the average contact ... Trang 1R E S E A R C H A R T I C L E Open AccessClusterTAD: an unsupervised machine learning approach to detecting topologically associated domains of chromosomes from Hi-C data Oluwatosin ... reformats the input data, and groups the contact pairs that are spatially close to each other into the same cluster These groups are thereafter used to identify TADs To provide a de-tailed clarification

Ngày tải lên: 25/11/2020, 16:30

... Trang 1R E S E A R C H A R T I C L E Open AccessA machine learning approach for predicting methionine oxidation sites Juan C Aledo1* , Francisco R Cantón1and Francisco J Veredas2 Abstract Background: ... experimental approaches are expensive and time-consuming Therefore, computational methods designed to predict methionine oxidation sites are an attractive alternative As a first approach to this matter, ... (positive dataset) and 853 were oxidation-resistant (negative dataset) We use a machine learning approach to generate predictive models from these datasets Among the multiple features used in the classification

Ngày tải lên: 25/11/2020, 17:34

... executed As a general modelling approach, there are a variety of meta-modelling languages that can be applied A de facto language is Unifield Modelling Language (UML) [57] UMLconsists in a family ... modeltransformation techniques to automate (at least partially) the activites that are performedwithin and at the transition between different phases MDSE can also be integrated into agile, domain-driven ... languages: state machine and interaction and activity diagrams The first challenge is how to factor in the domain model the behavioural modelling structure (e.g activity classand activity graph

Ngày tải lên: 06/01/2021, 10:13

... executed As a general modelling approach, there are a variety of meta-modelling languages that can be applied A de facto language is Unifield Modelling Language (UML) [57] UMLconsists in a family ... modeltransformation techniques to automate (at least partially) the activites that are performedwithin and at the transition between different phases MDSE can also be integrated into agile, domain-driven ... languages: state machine and interaction and activity diagrams The first challenge is how to factor in the domain model the behavioural modelling structure (e.g activity classand activity graph

Ngày tải lên: 15/01/2021, 20:32

... run-timestate when a mogram is executed As a general modelling approach, there are a variety of meta-modelling languages that can be applied A de facto language is Unifield Modelling Language (UML) ... [20] and that it is tightly linked to the other two UML behavioural diagrams (statemachine and interaction diagram [57]) To express UDM, we propose an aDSL named Domain Class Specification Language ... doubt that an important software engineering research area over the last twodecades is what we would generally call model-based software development (MBSD) – the idea that a software can and should

Ngày tải lên: 14/02/2021, 17:47

... executed As a general modelling approach, there are a variety of meta-modelling languages that can be applied A de facto language is Unifield Modelling Language (UML) [57] UMLconsists in a family ... modeltransformation techniques to automate (at least partially) the activites that are performedwithin and at the transition between different phases MDSE can also be integrated into agile, domain-driven ... languages: state machine and interaction and activity diagrams The first challenge is how to factor in the domain model the behavioural modelling structure (e.g activity classand activity graph

Ngày tải lên: 09/03/2021, 17:45

... run-timestate when a mogram is executed As a general modelling approach, there are a variety of meta-modelling languages that can be applied A de facto language is Unifield Modelling Language (UML) ... [20] and that it is tightly linked to the other two UML behavioural diagrams (statemachine and interaction diagram [57]) To express UDM, we propose an aDSL named Domain Class Specification Language ... doubt that an important software engineering research area over the last twodecades is what we would generally call model-based software development (MBSD) – the idea that a software can and should

Ngày tải lên: 16/03/2021, 09:41

... run-timestate when a mogram is executed As a general modelling approach, there are a variety of meta-modelling languages that can be applied A de facto language is Unifield Modelling Language (UML) ... [20] and that it is tightly linked to the other two UML behavioural diagrams (statemachine and interaction diagram [57]) To express UDM, we propose an aDSL named Domain Class Specification Language ... doubt that an important software engineering research area over the last twodecades is what we would generally call model-based software development (MBSD) – the idea that a software can and should

Ngày tải lên: 20/03/2021, 19:33

... executed As a general modelling approach, there are a variety of meta-modelling languages that can be applied A de facto language is Unifield Modelling Language (UML) [57] UMLconsists in a family ... modeltransformation techniques to automate (at least partially) the activites that are performedwithin and at the transition between different phases MDSE can also be integrated into agile, domain-driven ... languages: state machine and interaction and activity diagrams The first challenge is how to factor in the domain model the behavioural modelling structure (e.g activity classand activity graph

Ngày tải lên: 12/04/2021, 19:11

... is a modelling approach that is applied to defining any software language, including bothDSLs and general purpose languages (e.g Java, C# and the like) In meta-modelling, a language specificationconsists ... of a language: denotational , translational, pragmatic and operational Kleppe’s view of the SDM amounts to dynamic semantics From the programming language’s perspective, there is also a static ... Operation, Parameter, Association Class and Generalisation ThisASM suffices for our research purpose in this dissertation Approaches for Specifying SDM Kleppe states four general approaches to

Ngày tải lên: 11/06/2021, 05:40