Pub Date : 1900-01-01DOI: 10.21655/IJSI.1673-7288.00239
Fei Gao, Shaoxu Song, Jianmin Wang
{"title":"Time Series Data Cleaning under Multi-Speed Constraints","authors":"Fei Gao, Shaoxu Song, Jianmin Wang","doi":"10.21655/IJSI.1673-7288.00239","DOIUrl":"https://doi.org/10.21655/IJSI.1673-7288.00239","url":null,"abstract":"","PeriodicalId":218849,"journal":{"name":"Int. J. Softw. Informatics","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128163662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.21655/ijsi.1673-7288.00283
Jia Ding, Zhiwu Xu
{"title":"Transfer-based Adversarial Attack with Rectified Adam and Color Invariance","authors":"Jia Ding, Zhiwu Xu","doi":"10.21655/ijsi.1673-7288.00283","DOIUrl":"https://doi.org/10.21655/ijsi.1673-7288.00283","url":null,"abstract":"","PeriodicalId":218849,"journal":{"name":"Int. J. Softw. Informatics","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128036633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.21655/ijsi.1673-7288.00267
Xinzheng Xu, Jianying Chang, Shifei Ding
{"title":"Image Style Transfering Based on StarGAN and Class Encoder","authors":"Xinzheng Xu, Jianying Chang, Shifei Ding","doi":"10.21655/ijsi.1673-7288.00267","DOIUrl":"https://doi.org/10.21655/ijsi.1673-7288.00267","url":null,"abstract":"","PeriodicalId":218849,"journal":{"name":"Int. J. Softw. Informatics","volume":"175 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133130615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.21655/ijsi.1673-7288.00265
Enhong Chen, Yufeng Li, Q. Zou
{"title":"Preface to the Special Issue on Robust Machine Learning for Open Scenarios","authors":"Enhong Chen, Yufeng Li, Q. Zou","doi":"10.21655/ijsi.1673-7288.00265","DOIUrl":"https://doi.org/10.21655/ijsi.1673-7288.00265","url":null,"abstract":"","PeriodicalId":218849,"journal":{"name":"Int. J. Softw. Informatics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130910866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
B. Henderson-Sellers, M. A. Qureshi, Cesar Gonzalez-Perez
In recent years, many metamodels have been introduced in the software engi- neering literature and standards. These metamodels vary in their focus across, for example, process, product, organizational and measurement aspects of software development and have typically been developed independently of each other with shared concepts being only ac- cidental. There is thus an increasing concern in the standards communities that possible con∞icts of structure and semantics between these various metamodels will hinder their widespread adoption. The complexity of these metamodels has also increased signiflcantly and is another barrier in their appreciation. This complexity is compounded when more than one metamodel is used in the lifecycle of a software project. Therefore there is a need to have interoperable metamodels. As a flrst step towards engendering interoperability and/or possible mergers between metamodels, we examine the size and complexity of various meta- models. To do this, we have used the Rossi and Brinkkemper metrics-based approach to evaluate the size and complexity of several standard metamodels including UML 2.3, BPMN 2.0, ODM, SMM and OSM. The size and complexity of these metamodels is also compared with the previous version of UML, BPMN and Activity diagrams. The comparatively large sizes of BPMN 2.0 and UML 2.3 suggest that future integration with these metamodels might be more di-cult than with the other metamodels under study (especially ODM, SSM and OSM).
{"title":"Towards an Interoperable Metamodel Suite: Size Assessment as One Input","authors":"B. Henderson-Sellers, M. A. Qureshi, Cesar Gonzalez-Perez","doi":"10.13039/501100000923","DOIUrl":"https://doi.org/10.13039/501100000923","url":null,"abstract":"In recent years, many metamodels have been introduced in the software engi- neering literature and standards. These metamodels vary in their focus across, for example, process, product, organizational and measurement aspects of software development and have typically been developed independently of each other with shared concepts being only ac- cidental. There is thus an increasing concern in the standards communities that possible con∞icts of structure and semantics between these various metamodels will hinder their widespread adoption. The complexity of these metamodels has also increased signiflcantly and is another barrier in their appreciation. This complexity is compounded when more than one metamodel is used in the lifecycle of a software project. Therefore there is a need to have interoperable metamodels. As a flrst step towards engendering interoperability and/or possible mergers between metamodels, we examine the size and complexity of various meta- models. To do this, we have used the Rossi and Brinkkemper metrics-based approach to evaluate the size and complexity of several standard metamodels including UML 2.3, BPMN 2.0, ODM, SMM and OSM. The size and complexity of these metamodels is also compared with the previous version of UML, BPMN and Activity diagrams. The comparatively large sizes of BPMN 2.0 and UML 2.3 suggest that future integration with these metamodels might be more di-cult than with the other metamodels under study (especially ODM, SSM and OSM).","PeriodicalId":218849,"journal":{"name":"Int. J. Softw. Informatics","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132368923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.21655/ijsi.1673-7288.00280
Shucen Ma, Jianqi Shi, Yanhong Huang, S. Qin, Zhé Hóu
{"title":"Minimal-unsatisfiable-core-driven Local Explainability Analysis for Random Forest","authors":"Shucen Ma, Jianqi Shi, Yanhong Huang, S. Qin, Zhé Hóu","doi":"10.21655/ijsi.1673-7288.00280","DOIUrl":"https://doi.org/10.21655/ijsi.1673-7288.00280","url":null,"abstract":"","PeriodicalId":218849,"journal":{"name":"Int. J. Softw. Informatics","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124954302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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