Sovon Chakraborty1, F. J. M. Shamrat, Rasel Ahammad, J. Uddin, M. Billah, Jannatun Naeem Muna, Jannatul Ferdaous
{"title":"An iot based bearing fault detection using convolutional neural network","authors":"Sovon Chakraborty1, F. J. M. Shamrat, Rasel Ahammad, J. Uddin, M. Billah, Jannatun Naeem Muna, Jannatul Ferdaous","doi":"10.1142/s1793351x22400177","DOIUrl":"https://doi.org/10.1142/s1793351x22400177","url":null,"abstract":"","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"80 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2022-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73354233","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}
{"title":"Expsfroa-based drn: exponential sunflower rider optimization algorithm-driven deep residual network for the intrusion detection in iot-based plant disease monitoring","authors":"K. Govinda, Mali Shrikant Deelip","doi":"10.1142/s1793351x22400165","DOIUrl":"https://doi.org/10.1142/s1793351x22400165","url":null,"abstract":"","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"31 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2022-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91025553","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}
{"title":"Shape-Based Pedestrian Segmentation in Still Images","authors":"J. C. S. J. Júnior, S. Musse","doi":"10.1142/S1793351X16400031","DOIUrl":"https://doi.org/10.1142/S1793351X16400031","url":null,"abstract":"Pedestrian segmentation is a problem of considerable practical interest. In this work we present an extended version of our shape-based model for pedestrian segmentation, which can also be used to give an initial guess of the 2D pedestrians pose/orientation. The proposed model is initialized by a bounding-box of the person under analysis, which can be estimated by a person detector. The basic idea of the proposed model is to create a graph around the detected person, based on a scale invariant shape model and the estimated contour is given by a path in the graph that maximizes certain boundary energy. In practice, such energy should be large in the boundary between the foreground/background. To cope with pose/shape variations, the final estimate is given by a selection scheme, which takes into consideration the individual estimate given by different generated graphs. Experimental results indicated that the proposed technique works well in non trivial images, with comparable accuracy to the state-of-the-art.","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"83 1","pages":"1-6"},"PeriodicalIF":0.8,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72717475","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}
{"title":"Enabling Ontology Based Semantic Queries in Biomedical Database Systems.","authors":"Shuai Zheng, Fusheng Wang, James Lu","doi":"10.1142/S1793351X14500032","DOIUrl":"10.1142/S1793351X14500032","url":null,"abstract":"<p><p>There is a lack of tools to ease the integration and ontology based semantic queries in biomedical databases, which are often annotated with ontology concepts. We aim to provide a middle layer between ontology repositories and semantically annotated databases to support semantic queries directly in the databases with expressive standard database query languages. We have developed a semantic query engine that provides semantic reasoning and query processing, and translates the queries into ontology repository operations on NCBO BioPortal. Semantic operators are implemented in the database as user defined functions extended to the database engine, thus semantic queries can be directly specified in standard database query languages such as SQL and XQuery. The system provides caching management to boosts query performance. The system is highly adaptable to support different ontologies through easy customizations. We have implemented the system DBOntoLink as an open source software, which supports major ontologies hosted at BioPortal. DBOntoLink supports a set of common ontology based semantic operations and have them fully integrated with a database management system IBM DB2. The system has been deployed and evaluated with an existing biomedical database for managing and querying image annotations and markups (AIM). Our performance study demonstrates the high expressiveness of semantic queries and the high efficiency of the queries.</p>","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"8 1","pages":"67-83"},"PeriodicalIF":0.8,"publicationDate":"2014-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4275106/pdf/nihms644623.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32934738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cristobal Vergara-Niedermayr, Fusheng Wang, Tony Pan, Tahsin Kurc, Joel Saltz
{"title":"Semantically Interoperable XML Data.","authors":"Cristobal Vergara-Niedermayr, Fusheng Wang, Tony Pan, Tahsin Kurc, Joel Saltz","doi":"10.1142/S1793351X13500037","DOIUrl":"10.1142/S1793351X13500037","url":null,"abstract":"<p><p>XML is ubiquitously used as an information exchange platform for web-based applications in healthcare, life sciences, and many other domains. Proliferating XML data are now managed through latest native XML database technologies. XML data sources conforming to common XML schemas could be shared and integrated with syntactic interoperability. Semantic interoperability can be achieved through semantic annotations of data models using common data elements linked to concepts from ontologies. In this paper, we present a framework and software system to support the development of semantic interoperable XML based data sources that can be shared through a Grid infrastructure. We also present our work on supporting semantic validated XML data through semantic annotations for XML Schema, semantic validation and semantic authoring of XML data. We demonstrate the use of the system for a biomedical database of medical image annotations and markups.</p>","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"7 3","pages":"237-255"},"PeriodicalIF":0.8,"publicationDate":"2013-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4185431/pdf/nihms511772.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32733535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Contributions of Sign Language Research to Gesture Understanding: What can Multimodal Computational Systems Learn from Sign Language Research.","authors":"Ronnie B Wilbur, Evguenia Malaia","doi":"10.1142/S1793351X08000324","DOIUrl":"https://doi.org/10.1142/S1793351X08000324","url":null,"abstract":"<p><p>This paper considers neurological, formational and functional similarities between gestures and signed verb predicates. From analysis of verb sign movement, we offer suggestions for analyzing gestural movement (motion capture, kinematic analysis, trajectory internal structure). From analysis of verb sign distinctions, we offer suggestions for analyzing co-speech gesture functions.</p>","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"2 1","pages":"5-9"},"PeriodicalIF":0.8,"publicationDate":"2008-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1142/S1793351X08000324","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"28758658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}