{"title":"Real-Time First Person Perspective Tracking and Feedback System for Weapon Practice Support in Fencing","authors":"F. Malawski","doi":"10.3233/978-1-61499-929-4-79","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-79","url":null,"abstract":"","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"7 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":"130365049","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}
Rick van Veen, L. Martinez, R. V. Kogan, S. Meles, D. Mudali, J. Roerdink, F. Massa, M. Grazzini, J. Obeso, M. Rodriguez-Oroz, K. Leenders, R. Renken, G. D. Vries, Michael Biehl
{"title":"Machine Learning Based Analysis of FDG-PET Image Data for the Diagnosis of Neurodegenerative Diseases","authors":"Rick van Veen, L. Martinez, R. V. Kogan, S. Meles, D. Mudali, J. Roerdink, F. Massa, M. Grazzini, J. Obeso, M. Rodriguez-Oroz, K. Leenders, R. Renken, G. D. Vries, Michael Biehl","doi":"10.3233/978-1-61499-929-4-280","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-280","url":null,"abstract":"Alzheimer's disease (AD) and Parkinson's disease (PD) are two common, progressive neurodegenerative brain disorders. Their diagnosis is very challenging at an early disease stage, if based on clinical symptoms only. Brain imaging techniques such as [18F]-fluoro-deoxyglucose positron emission tomography (FDG-PET) can provide important additional information with respect to changes in the cerebral glucose metabolism. In this study, we use machine learning techniques to perform an automated classification of FDG-PET data. The approach is based on the extraction of features by applying the scaled subprofile model with principal component analysis (SSM/PCA) in order to extract characteristics patterns of glucose metabolism. These features are then used for discriminating healthy controls, PD and AD patients by means of two machine learning frameworks: Generalized Matrix Learning Vector Quantization (GMLVQ) with local and global relevance matrices, and Support Vector Machines (SVMs) with a linear kernel. Datasets from different neuroimaging centers are considered. Results obtained for the individual centers, show that reliable classification is possible. We demonstrate, however, that cross-center classification can be problematic due to potential center-specific characteristics of the available FDG-PET data.","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"38 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":"127251996","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}
J. Ruiz-Sarmiento, J. Monroy, F. Moreno, J. M. Bonelo, Javier González
{"title":"Analysis of Data from the Industrial Machinery Within the Hot Rolling Process for Predictive Maintenance","authors":"J. Ruiz-Sarmiento, J. Monroy, F. Moreno, J. M. Bonelo, Javier González","doi":"10.3233/978-1-61499-929-4-122","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-122","url":null,"abstract":"","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"7 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":"121815004","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":"Scale-Iterative Optical Flow Reconstruction from Multi-Channel Image Sequences","authors":"S. Kalitzin, E. Geertsema, George H. Petkov","doi":"10.3233/978-1-61499-929-4-302","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-302","url":null,"abstract":"","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"46 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":"115363556","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}
M. Abdollahyan, R. Mondragón, C. Bessant, F. Smeraldi
{"title":"Visualising the Topological Structure of Health-Related Message Board User Networks","authors":"M. Abdollahyan, R. Mondragón, C. Bessant, F. Smeraldi","doi":"10.3233/978-1-61499-929-4-274","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-274","url":null,"abstract":"Health-related message boards are common digital health platforms with great practical and sociological relevance. In this work, we present an investigation of the topological structure of interactions in such forums. We visualise the interactions among users and between users and forum administrators using a simple yet effective network visualisation tool called the Bitmap of Sorted Adjacency Matrix (BOSAM) algorithm. We apply the BOSAM algorithm to six health-related message boards of various scopes and sizes. The outcome reveals major differences between the user interaction networks of these forums. The results of our analysis correlate closely with the characteristics of the respective message boards, including their topic coverage, presence of user communities, commercial or community nature and management style.","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"55 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":"124361693","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}
Carlos Sanchez-Garrido, J. Monroy, Javier González Jiménez
{"title":"Probabilistic Estimation of the Gas Source Location in Indoor Environments by Combining Gas and Wind Observations","authors":"Carlos Sanchez-Garrido, J. Monroy, Javier González Jiménez","doi":"10.3233/978-1-61499-929-4-110","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-110","url":null,"abstract":"","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"36 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":"115667191","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":"Internet of Things, Blockchain and Intelligent Systems: The Primary Role of Data Protection","authors":"N. Fabiano","doi":"10.3233/978-1-61499-929-4-266","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-266","url":null,"abstract":"","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"233 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":"122862073","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}
George H. Petkov, S. Kalitzin, M. Demuru, G. Widman, P. Suffczynski, F. D. Silva
{"title":"Computational Model Exploration of Stimulation Based Paradigm for Detection of Epileptic Systems","authors":"George H. Petkov, S. Kalitzin, M. Demuru, G. Widman, P. Suffczynski, F. D. Silva","doi":"10.3233/978-1-61499-929-4-324","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-324","url":null,"abstract":"","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"22 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":"127357575","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":"Ten Questions to Define Energy Intelligent Buildings","authors":"Marco Aiello","doi":"10.3233/978-1-61499-929-4-231","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-231","url":null,"abstract":"","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"40 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":"126307307","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}