{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T15:01:53Z","timestamp":1777734113097,"version":"3.51.4"},"reference-count":38,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T00:00:00Z","timestamp":1626048000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T00:00:00Z","timestamp":1626048000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T00:00:00Z","timestamp":1626048000000},"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":[[2021,7,12]]},"DOI":"10.1109\/iisa52424.2021.9555558","type":"proceedings-article","created":{"date-parts":[[2021,10,10]],"date-time":"2021-10-10T19:35:02Z","timestamp":1633894502000},"page":"1-7","source":"Crossref","is-referenced-by-count":17,"title":["Quantum Neural Network Parameter Estimation for Photovoltaic Fault Detection"],"prefix":"10.1109","author":[{"given":"Glen","family":"Uehara","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sunil","family":"Rao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mathew","family":"Dobson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cihan","family":"Tepedelenlioglu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andreas","family":"Spanias","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3108684"},{"key":"ref33","article-title":"Keras - Categorical Cross Entropy Loss Function - Data Analytics","author":"kumar","year":"2020","journal-title":"Data Analytics"},{"key":"ref32","author":"atienza","year":"2018","journal-title":"Deep Learning with Keras"},{"key":"ref31","article-title":"On denoising autoencoders trained to minimise binary cross-entropy","author":"creswell","year":"2017"},{"key":"ref30","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015"},{"key":"ref37","year":"0","journal-title":"Basic Qiskit Syntax"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/ab6cdd"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41557-020-0544-y"},{"key":"ref34","year":"0","journal-title":"Feature Maps (qiskit aqua components feature_maps) - Qiskit 0 26 2 documentation"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.segan.2016.01.003"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICPHYS.2019.8780242"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2012.2221481"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2017.06.052"},{"key":"ref14","article-title":"Quantum Computing Algorithms for Machine Learning and Signal Processing","author":"uehara","year":"2021","journal-title":"IEEE IISA 2021"},{"key":"ref15","article-title":"The lottery ticket hypothesis: Finding sparse, trainable neural networks","author":"frankle","year":"2019","journal-title":"7th Int Conf Learn Represent ICLR 2019"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.2200\/S01027ED1V01Y202006PEL013"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.2172\/1096689"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2015.02.017"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.1995.598994"},{"key":"ref28","article-title":"Introducing Qiskit Machine Learning","year":"2021","journal-title":"Medium"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICPHYS.2019.8780208"},{"key":"ref27","year":"0","journal-title":"Open-Source Quantum Development"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MELCON.2016.7495369"},{"key":"ref6","article-title":"Photovoltaic Fault Detection using Positive Unlabeled Learning","author":"jaskie","year":"2021","journal-title":"Appl Sci no Intelligent Fault Diagnosis of Power Systems"},{"key":"ref29","article-title":"PyTorch: An imperative style, high-performance deep learning library","volume":"32","author":"paszke","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2017.09.019"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IISA.2017.8316460"},{"key":"ref7","author":"takehara","year":"2013","journal-title":"Photovoltaic panel monitoring apparatus"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2019.08.032"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288220"},{"key":"ref1","first-page":"1","article-title":"Signal processing for solar array monitoring, fault detection, and optimization","volume":"4","author":"braun","year":"2012","journal-title":"Synth Lect on Power Elec"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.2307\/2685209"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1002\/qute.201800077"},{"key":"ref24","first-page":"164","article-title":"Hybrid quantum neural networks model algorithm and simulation","volume":"1","author":"hong","year":"2009","journal-title":"International Conference on Natural Computation ICNC 2009"},{"key":"ref23","volume":"16","author":"aleksandrowicz","year":"2019","journal-title":"Qiskit An open-source framework for quantum computing"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1038\/s41586-019-0980-2","article-title":"Supervised learning with quantum-enhanced feature spaces","volume":"567","author":"havl\u00ed?ek","year":"2019","journal-title":"Nature"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CCCI49893.2020.9256649"}],"event":{"name":"2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA)","location":"Chania Crete, Greece","start":{"date-parts":[[2021,7,12]]},"end":{"date-parts":[[2021,7,14]]}},"container-title":["2021 12th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9555494\/9555495\/09555558.pdf?arnumber=9555558","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T11:47:01Z","timestamp":1652183221000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9555558\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,12]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/iisa52424.2021.9555558","relation":{},"subject":[],"published":{"date-parts":[[2021,7,12]]}}}