{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T15:48:34Z","timestamp":1764604114007,"version":"3.41.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,3,30]],"date-time":"2025-03-30T00:00:00Z","timestamp":1743292800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,30]],"date-time":"2025-03-30T00:00:00Z","timestamp":1743292800000},"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":[[2025,3,30]]},"DOI":"10.23919\/eucap63536.2025.10999766","type":"proceedings-article","created":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T17:36:31Z","timestamp":1747848991000},"page":"1-5","source":"Crossref","is-referenced-by-count":1,"title":["A Preliminary Study on the Impact of Model Complexity in Classification in Breast Microwave Imaging"],"prefix":"10.23919","author":[{"given":"Ana Catarina","family":"Pelicano","sequence":"first","affiliation":[{"name":"Instituto de Biofisica e Engenharia Biom&#x00E9;dica, Universidade de Lisboa,Faculdade de Ci&#x00EA;ncias,Lisbon,Portugal,1749-016"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nuno A. M.","family":"Ara\u00fajo","sequence":"additional","affiliation":[{"name":"Centro de Fisica Te&#x00F3;rica e Computacional, Universidade de Lisboa,Faculdade de Ci&#x00EA;ncias,Lisbon,Portugal,1749-016"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniela M.","family":"Godinho","sequence":"additional","affiliation":[{"name":"Instituto de Biofisica e Engenharia Biom&#x00E9;dica, Universidade de Lisboa,Faculdade de Ci&#x00EA;ncias,Lisbon,Portugal,1749-016"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raquel C.","family":"Concei\u00e7\u00e3o","sequence":"additional","affiliation":[{"name":"Instituto de Biofisica e Engenharia Biom&#x00E9;dica, Universidade de Lisboa,Faculdade de Ci&#x00EA;ncias,Lisbon,Portugal,1749-016"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"volume-title":"World Health Organization, GLOBOCAN 2022: Estimated Cancer Incidence, Mortality and Prevalence Worldwide in 2022 - Cancer Sheets","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/jimaging8050123"},{"key":"ref3","first-page":"346","article-title":"Tumor classification using radar target signatures","volume-title":"Proceedings of the Progress in Research and Electromagnetics Symposium","volume":"1","author":"Conceicao"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2528\/PIER10051904"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.2528\/PIERB10062407"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1163\/156939311793898350"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.2528\/PIERM10122402"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.2528\/PIER10122203"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.2528\/PIERL11050605"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.2002130"},{"key":"ref11","article-title":"Combined breast microwave imaging and diagnosis system","volume-title":"Proceedings of the Progress in Electromagnetics Research Symposium","author":"Oliveira","year":"2015"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/APS.2014.6904898"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/EUROCON.2017.8011175"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics8020036"},{"key":"ref15","first-page":"1","article-title":"Improving the diagnostic capability of microwave radar imaging systems using machine learning","author":"Reimer","year":"2019","journal-title":"13th EuCAP, Krakow, Poland"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.23919\/USNC-URSI51813.2021.9703518"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JERM.2021.3076100"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1002\/mp.14064"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/s21248265"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0302974"},{"volume-title":"Database of 3D grid-based numerical breast phantoms for use in computational electromagnetics simulations","author":"Zastrow","key":"ref21"},{"volume-title":"Computational Electrodynamics: the finite-difference time-domain method","year":"2005","author":"Taflove","key":"ref22"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TAP.2019.2905742"},{"volume-title":"A practical guide to support vector classification","year":"2010","author":"Hsu","key":"ref24"},{"key":"ref25","first-page":"25","volume-title":"Data Mining, concepts and techniques","author":"Han","year":"2012"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-019-6413-7"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04962-0_53"},{"issue":"1","key":"ref28","first-page":"37","article-title":"Evaluation: from precision, recall and F-measure to ROC, informedness, markedness & correlation","volume":"2","author":"Power","year":"2011","journal-title":"J Mach Learn Technol"},{"issue":"10","key":"ref29","first-page":"27","article-title":"Evaluation measures for models assessment over imbalanced data sets","volume":"3","author":"Bekkar","year":"2013","journal-title":"J Informa Eng Appl"},{"volume-title":"The Development of Ultra Wideband Scanning Techniques for Detection and Classification of Breast Cancer","year":"2010","author":"Conceicao","key":"ref30"}],"event":{"name":"2025 19th European Conference on Antennas and Propagation (EuCAP)","start":{"date-parts":[[2025,3,30]]},"location":"Stockholm, Sweden","end":{"date-parts":[[2025,4,4]]}},"container-title":["2025 19th European Conference on Antennas and Propagation (EuCAP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10999097\/10999162\/10999766.pdf?arnumber=10999766","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,22]],"date-time":"2025-05-22T05:33:47Z","timestamp":1747892027000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10999766\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,30]]},"references-count":30,"URL":"https:\/\/doi.org\/10.23919\/eucap63536.2025.10999766","relation":{},"subject":[],"published":{"date-parts":[[2025,3,30]]}}}