{"title":"Comparisons of Machine Learning Versus Deep Learning Architectures for Plant Disease Classification","authors":"Erdem Uysal, Osman Doğuş Gülgün, Hamza Erol","doi":"10.18280/ts.430303","DOIUrl":"https://doi.org/10.18280/ts.430303","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":"43 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148861240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Intelligent Mobile Application for Autism Detection and Level Identification System Using Deep-Learning Model","authors":"Mazin R. Swadi, Muayad Sadik Croock","doi":"10.18280/ts.410527","DOIUrl":"https://doi.org/10.18280/ts.410527","url":null,"abstract":"The early detection and level assignment are very important in autism spectrum disorder (ASD) cases.In this paper, we introduce an autism diagnosing and level identification mobile application based on a deep-learning model.The application is designed with two stages; the first stage classifies children as either ASD children or potentially normal, while the second stage identifies the ASD level.For feature extraction and image classification, a convolutional neural network (CNN) is proposed.The 2,122 photos that were removed from the 3000 original dataset because of poor quality and racial imbalances made up the dataset used to develop and evaluate this model.Results show that the accuracy is 97.3% and the area under the curve is 99.8%.The identification of ASD level is performed using two welldefined scales in the literature that are adopted in the traditional examinations.Depending on the child's ASD level, psychiatrists provide specific and standard learning support.The application provides caregivers with fast decisions (about 20 minutes) to get an idea of the learning strategy to be followed with their child.Early intervention is very beneficial for children diagnosed with ASD, and these applications assist children in underfunded nations or those without access to healthcare.","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":"41 5","pages":"2539-2548"},"PeriodicalIF":0.0,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://iieta.org/download/file/fid/149040","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147905433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimizing Acoustic Feature Selection for Estimating Speaker Traits: A Novel Threshold-Based Approach","authors":"Umniah H. Jaid, Alia K. Abdulhassan","doi":"10.18280/ts.400608","DOIUrl":"https://doi.org/10.18280/ts.400608","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 41","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139138318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Temporal Stability and Prognostic Power of Radiomic Features for Survival Analysis in Lung Adenocarcinoma","authors":"R. Adiraju, Susan Elias","doi":"10.18280/ts.400622","DOIUrl":"https://doi.org/10.18280/ts.400622","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 4","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139138802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Augmenting Face Detection in Extremely Low-Light CCTV Footage Using the EDCE Enhancement Model","authors":"S. Sony Priya, R. I. Minu","doi":"10.18280/ts.400634","DOIUrl":"https://doi.org/10.18280/ts.400634","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 10","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139140812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Improving Segmentation of Pilocytic Astrocytoma in MRI Using Genomic Cluster-Shape Feature Analysis","authors":"Jayanthi Vajiram, sivakumar shanmugasundaram","doi":"10.18280/ts.400616","DOIUrl":"https://doi.org/10.18280/ts.400616","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 6","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139138676","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Automated Generation of Chinese Text-Image Summaries Using Deep Learning Techniques","authors":"Meiling Xu, Hayati Abd Rahman, Feng Li","doi":"10.18280/ts.400644","DOIUrl":"https://doi.org/10.18280/ts.400644","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 5","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139140360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"COPYNet: Unveiling Suspicious Behaviour in Face-to-Face Exams","authors":"Dogu Sirt, E. Saykol","doi":"10.18280/ts.400629","DOIUrl":"https://doi.org/10.18280/ts.400629","url":null,"abstract":"","PeriodicalId":49430,"journal":{"name":"Traitement Du Signal","volume":" 36","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139139187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}