{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T12:05:57Z","timestamp":1767182757863,"version":"3.28.0"},"reference-count":81,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,18]]},"DOI":"10.1109\/iisa56318.2022.9904409","type":"proceedings-article","created":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T19:57:11Z","timestamp":1664567831000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["The ASU-DCU International Research and Workforce Development Program on Sensors and Machine Learning"],"prefix":"10.1109","author":[{"given":"Andreas","family":"Spanias","sequence":"first","affiliation":[{"name":"Arizona State University,School of ECEE, SenSIP Center,Tempe,USA"}]},{"given":"Vivek","family":"Narayanaswamy","sequence":"additional","affiliation":[{"name":"Arizona State University,School of ECEE, SenSIP Center,Tempe,USA"}]},{"given":"Erica","family":"Forzani","sequence":"additional","affiliation":[{"name":"Arizona State University,BBC, SEMTE,Tempe,USA"}]},{"given":"Greg","family":"Raupp","sequence":"additional","affiliation":[{"name":"SEMTE Arizona State University,Tempe,USA"}]},{"given":"Nadia","family":"Kellam","sequence":"additional","affiliation":[{"name":"Arizona State University,The Polytechnic School,Tempe,USA"}]},{"given":"Megan","family":"O'Donnell","sequence":"additional","affiliation":[{"name":"CREST Arizona State University,Tempe,USA"}]},{"given":"Wendy","family":"Barnard","sequence":"additional","affiliation":[{"name":"CREST Arizona State University,Tempe,USA"}]},{"given":"Jean","family":"Larson","sequence":"additional","affiliation":[{"name":"CBBG, SSEBE Arizona State University,Tempe,USA"}]},{"given":"Noel","family":"O'Connor","sequence":"additional","affiliation":[{"name":"Dublin City University,Insight Centre,Dublin,Ireland"}]},{"given":"Nicholas","family":"Dunne","sequence":"additional","affiliation":[{"name":"Dublin City University,Biodesign Europe,Dublin,Ireland"}]},{"given":"Stephen","family":"Daniels","sequence":"additional","affiliation":[{"name":"Dublin City University,Insight Centre,Dublin,Ireland"}]},{"given":"Suzanne","family":"Little","sequence":"additional","affiliation":[{"name":"Dublin City University,Insight Centre,Dublin,Ireland"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7532491"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.3390\/chemosensors6040057"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1080\/02640414.2019.1651144"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2005.854237"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI48211.2021.9434062"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00374"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.msec.2020.110994"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2020.112590"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.10.031"},{"key":"ref38","first-page":"1","article-title":"Assistive technology: Understanding the needs and experiences of individuals with autism spectrum disorder and\/or intellectual disability in Ireland and the UK","author":"o\u2019neill","year":"2019","journal-title":"Assistive Technology"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1021\/acsomega.0c05667"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/IISA52424.2021.9555522"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC.2019.8651840"},{"article-title":"Improving unsupervised learning with exemplar CNNs","year":"2019","author":"arazo","key":"ref32"},{"key":"ref31","first-page":"1","article-title":"A comparison between end-to-end approaches and feature extraction-based approaches","author":"oliveira","year":"2017","journal-title":"IEEE Int Conf IVCNZ"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/s130405317"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1055\/s-0038-1634192","article-title":"Toward a framework for computer-mediated collaborative design in medical informatics","volume":"38","author":"patel","year":"1999","journal-title":"Methods of Information in Medicine"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1001\/jama.1990.03440080092030"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1017\/9781108644181"},{"key":"ref34","article-title":"A survey on Big Data and Machine Learning for Chemistry","author":"rodrigues","year":"2019","journal-title":"arXiv 1904 10370"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ISSPIT.2016.7886051"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/IISA56318.2022.9904377"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/IISA52424.2021.9555564"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3108684"},{"key":"ref28","first-page":"2905","article-title":"Learning Stable Multilevel Dictionaries for Sparse Representations","volume":"23","author":"thiagarajan","year":"2014","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1039\/D0AY02014A"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2018.06.006"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/IISA52424.2021.9555570"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/IISA56318.2022.9904399"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2804895"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1121\/1.4826150"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF44664.2019.9048698"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1039\/c2lc41065f"},{"year":"0","author":"forzani","key":"ref2"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.snb.2006.07.033"},{"key":"ref20","first-page":"123","author":"shanthamallu","year":"2021","journal-title":"Machine and Deep Learning Algorithms and Applications"},{"key":"ref22","first-page":"371","article-title":"Low-cost accurate skeleton tracking based on fusion of kinect and wearable inertial sensors","author":"destelle","year":"2014","journal-title":"2014 22nd EUSIPCO"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICSENS.2011.6127084"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF12259.2007.4218949"},{"key":"ref23","article-title":"Total iron measurement in human serum with a smartphone","author":"serhan","year":"2019","journal-title":"2019 AIChE Annual Meeting"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-01526-7_5"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2016.2612642"},{"year":"2013","key":"ref50","article-title":"Higher-Level Gait Disorders: An Open Frontier John G. Nutt, MD"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298932"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682255"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11635"},{"journal-title":"Systems and methods for customizing kernel machines with deep neural networks","year":"2019","author":"song","key":"ref57"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.4236\/jsea.2010.31005"},{"key":"ref55","first-page":"44","article-title":"&#x2019;Can Prototype-Based Classification be a good Method for Biomedical Applications?","author":"little","year":"2009","journal-title":"Trans MLDM"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3304109.3306236"},{"key":"ref53","article-title":"Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson&#x2019;s disease","author":"bjoern","year":"2016","journal-title":"EMBC"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7532566"},{"key":"ref10","first-page":"14","article-title":"Gender Bias in Artificial Intelligence: The Need for Diversity and Gender Theory in Machine Learning","author":"leavy","year":"2018","journal-title":"2018 IEEE\/ACM 1st International Workshop on Gender Equality in Software Engineering (GE) GE"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1057\/s41599-019-0278-x"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2414486"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2009.2030747"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2014.2364142"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1021\/acssensors.7b00722"},{"key":"ref15","first-page":"38","article-title":"Building an Adaptive Environmental Monitoring System Using Sensor Web Technology","author":"hayes","year":"2009","journal-title":"EICIM News Special Edition on the Sensor Web"},{"key":"ref16","article-title":"Detecting Hazardous Gases in Emergency Disaster Scenarios using Wearable Sensors","author":"radu","year":"2009","journal-title":"EICIM News Special Edition on the Sensor Web"},{"key":"ref81","first-page":"16873","article-title":"Designing counterfactual generators using deep model inversion","volume":"34","author":"thiagarajan","year":"2021","journal-title":"Advances in neural information processing systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1533\/9780857091390.3.676"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1021\/jp210582t"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IISA.2018.8633623"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413636"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1049\/ic.2011.0154"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1149\/1.3600743"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-51814-5_38"},{"journal-title":"Kernel Sparse Models for automated tumor segmentation","year":"0","author":"jayaraman","key":"ref5"},{"key":"ref8","article-title":"Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity Using Convolutional Neural Networks","author":"o\u2019connor","year":"2017","journal-title":"Machine Learning and Data Mining in Pattern Recognition 13th Int Conf MLDM 2017"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2461466.2461503"},{"year":"0","key":"ref49","article-title":"Guidelines for Assessment of Gait and Reference Values for Spatiotemporal Gait Parameters in Older Adults: The Biomathics and Canadian Gait Consortiums Initiative"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/nano9101501"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT.2018.8355170"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2017.8078482"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.7861\/clinmedicine.14-2-200"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1093\/ageing\/32.3.252"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/IISA.2017.8316459"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/HIC.2017.8227604"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-79178-9"},{"key":"ref43","first-page":"3977","article-title":"Gramme: Semi supervised learning using multilayered graph attention models","author":"shanthamallu","year":"2019","journal-title":"IEEE Trans NN"}],"event":{"name":"2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA)","start":{"date-parts":[[2022,7,18]]},"location":"Corfu, Greece","end":{"date-parts":[[2022,7,20]]}},"container-title":["2022 13th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9903994\/9904331\/09904409.pdf?arnumber=9904409","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T23:01:50Z","timestamp":1667516510000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9904409\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,18]]},"references-count":81,"URL":"https:\/\/doi.org\/10.1109\/iisa56318.2022.9904409","relation":{},"subject":[],"published":{"date-parts":[[2022,7,18]]}}}