Olorunsola Stephen Olufunso, A. Evwiekpaefe, Martins E. Irhebhude
{"title":"ETHNICITY CLASSIFICATION USING A DYNAMIC HORIZONTAL VOTING ENSEMBLE APPROACH BASED ON FINGERPRINT","authors":"Olorunsola Stephen Olufunso, A. Evwiekpaefe, Martins E. Irhebhude","doi":"10.29284/ijasis.8.2.2022.36-47","DOIUrl":"https://doi.org/10.29284/ijasis.8.2.2022.36-47","url":null,"abstract":"","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122791109","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":"MOBILE SINK PATH FORMATION TO EXTEND THE NETWORK LIFETIME IN WSN","authors":"A. Mubarakali, A. Alqahtani","doi":"10.29284/ijasis.8.2.2022.26-35","DOIUrl":"https://doi.org/10.29284/ijasis.8.2.2022.26-35","url":null,"abstract":": Wireless Sensor Network (WSN) is a group of sensor nodes that is utilized to observe and record the several physical, environmental, and significant real time data.Data traffic obtained through the Base Station (BS) in WSN minimizes the energy of close sensor nodes as equated to other sensor nodes. This issue is called as hot spot issue in the WSN. But, the Mobile Sink (MS) is proposed for solving this hot spot issue in the WSN. MS is used to gather the modified information from the Cluster Head (CH) and it forward to the BS. This approach presents a Mobile Sink Path Estimation (MSPE) to extend the network lifetime in WSN. The major objective of this article is to designing a MS route to minimizing the energy utilization and delay. In this approach each CH has a threshold level of the load ahead of that if there is an inflow of data, then the node routinely forwards an Mobile Sink Route Request (MS_REQ) for assist from the MS. Depend on the requests received from all CH nodes; the MS evaluates the most appropriate region to move other position. We examine the function of MSPE approach by applying Network simulator. Simulation results demonstrate that the introduced MSPE approach has enhanced the residual energy and minimized the network delay.","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129905825","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":"A SYSTEMATIC VIDEO INDEXING APPROACH USING DECISION TREE","authors":"M. M, Alexander Muthurengan Murugaiyan","doi":"10.29284/ijasis.8.2.2022.18-25","DOIUrl":"https://doi.org/10.29284/ijasis.8.2.2022.18-25","url":null,"abstract":": A systematic categorization approach for video indexing is presented in this paper. The amount of multimedia information that can be accessed over the internet continues to expand exponentially. Due to this growth and development of multimedia on the internet, particularly videos, there has been a rise in the need for video retrieval. The goal of this work is to discover subsets of characteristics that are suitable for indexing or categorizing video content. The features chosen from the frames of the video have dominant texture characteristics. Several statistical features have been applied for better performance with decision tree classification. The investigation included 1000 videos from different video contents, such as news, cartoon, advertisements, movies, and sports categories. Results show that the overall misclassification rate percentage was below 3%. The capability of indexing the video contents indicates the real power of the proposed system, which can enhance existing indexing services, thereby enriching the tools that are available for video indexing.","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114710828","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":"BENDLET TRANSFORM BASED OBJECT DETECTION SYSTEM USING PROXIMITY LEARNING APPROACH","authors":"Mritha Ramalingam, Nishanthi C. H","doi":"10.29284/ijasis.8.2.2022.1-8","DOIUrl":"https://doi.org/10.29284/ijasis.8.2.2022.1-8","url":null,"abstract":"","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130622247","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":"CHILDHOOD MEDULLOBLASTOMA DIAGNOSIS USING MULTISCALE FRAMEWORK","authors":"V. Eswaran, Ushaa Eswaran","doi":"10.29284/ijasis.8.2.2022.9-17","DOIUrl":"https://doi.org/10.29284/ijasis.8.2.2022.9-17","url":null,"abstract":"","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122104200","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":"MODEL BASED PREDICTIVE CONTROL STRATEGY FOR GRID-CONNECTED WIND ENERGY SYSTEM","authors":"Mariya Paul, Vineeth Kumar D","doi":"10.29284/ijasis.8.1.2022.1-8","DOIUrl":"https://doi.org/10.29284/ijasis.8.1.2022.1-8","url":null,"abstract":"","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128807017","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":"WEB PAGE RECOMMENDATION SYSTEM BY INTEGRATING ONTOLOGY AND STEMMING ALGORITHM","authors":"M. Ayoobkhan, Liayakath Ali Khan Subair Ali","doi":"10.29284/ijasis.8.1.2022.9-16","DOIUrl":"https://doi.org/10.29284/ijasis.8.1.2022.9-16","url":null,"abstract":"","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131781174","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":"IMPROVING IRIS RECOGNITION ACCURACY USING GABOR KERNELS WITH NEAR-HORIZONTAL ORIENTATIONS","authors":"Ahmed A. K. Tahir, Steluta Anghelus","doi":"10.29284/ijasis.8.1.2022.25-39","DOIUrl":"https://doi.org/10.29284/ijasis.8.1.2022.25-39","url":null,"abstract":"","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131282912","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":"COOPERATIVE ROUTING FOR IMPROVING THE LIFETIME OF WIRELESS AD-HOC NETWORKS","authors":"Aiswarya Unnikrishnan, Vimal Das","doi":"10.29284/ijasis.8.1.2022.17-24","DOIUrl":"https://doi.org/10.29284/ijasis.8.1.2022.17-24","url":null,"abstract":"","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124766488","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}
Afra Hussaindeen, Shehana Iqbal, Thanuja D. Ambegoda
{"title":"MULTI-LABEL PROTOTYPE BASED INTERPRETABLE MACHINE LEARNING FOR MELANOMA DETECTION","authors":"Afra Hussaindeen, Shehana Iqbal, Thanuja D. Ambegoda","doi":"10.29284/ijasis.8.1.2022.40-53","DOIUrl":"https://doi.org/10.29284/ijasis.8.1.2022.40-53","url":null,"abstract":"","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116894676","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}