{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T18:41:31Z","timestamp":1746470491709,"version":"3.28.0"},"reference-count":32,"publisher":"SPIE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,4,3]]},"DOI":"10.1117\/12.3023467","type":"proceedings-article","created":{"date-parts":[[2024,4,3]],"date-time":"2024-04-03T16:49:39Z","timestamp":1712162979000},"page":"39","source":"Crossref","is-referenced-by-count":2,"title":["Quantum time series forecasting"],"prefix":"10.1117","author":[{"given":"Prashant","family":"gohel","sequence":"first","affiliation":[]},{"given":"Manjunath","family":"joshi","sequence":"additional","affiliation":[]}],"member":"189","reference":[{"article-title":"Quantum Computation and Quantum Information","year":"2010","author":"Nielsen","key":"B1"},{"key":"B2","first-page":"1484","article-title":"\u201cPolynomial-time algorithms for prime factorization and discrete logarithms on a quantum computer,\u201d SIAM","volume":"26","author":"Shor","year":"1997","journal-title":"J. Comput."},{"key":"B3","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-004-0446-8"},{"journal-title":"Quantum Computing: An Applied Approach, Springer Cham","year":"2019","author":"Hidary","key":"B4"},{"issue":"9","key":"B5","first-page":"625","article-title":"and others, \u201cVariational quantum algorithms,\u201d Nature","volume":"3","author":"Cerezo","year":"2021","journal-title":"Reviews Physics"},{"key":"B6","doi-asserted-by":"publisher","DOI":"10.1109\/Access.6287639"},{"key":"B7","article-title":"The expressive power of parameterized quantum circuits","author":"Du","year":"2018","journal-title":"ArXiv abs\/1810.11922"},{"key":"B8","doi-asserted-by":"publisher","DOI":"10.1002\/qute.v2.12"},{"key":"B9","article-title":"QTN-VQC: An End-to-End Learning framework for Quantum Neural Networks","volume-title":"in 35th Conference on Neural Information Processing Systems","author":"Qi","year":"2021"},{"key":"B10","doi-asserted-by":"publisher","DOI":"10.1088\/2058-9565\/abdbc9"},{"key":"B11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/IJCNN48605.2020.9207714","article-title":"Machine learning algorithms in quantum computing: A survey","volume-title":"2020 International Joint Conference on Neural Networks (IJCNN)","author":"Ramezani","year":"2020"},{"key":"B12","doi-asserted-by":"publisher","DOI":"10.1038\/414883a"},{"issue":"15","key":"B13","first-page":"150","article-title":"Quantum algorithm for linear systems of equations.","volume":"103","author":"Harrow","year":"2008","journal-title":"Physical review letters"},{"key":"B14","first-page":"012","article-title":"Quantum singular-value decomposition of nonsparse low-rank matrices","volume":"97","author":"Rebentrost","year":"2016","journal-title":"Physical Review A"},{"key":"B15","first-page":"012","article-title":"Quantum algorithm for linear regression","volume":"96","author":"Wang","year":"2017","journal-title":"Physical Review A"},{"key":"B16","first-page":"858","article-title":"An improved quantum algorithm for ridge regression","volume":"33","author":"Yu","year":"2017","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"B17","first-page":"316","article-title":"Quantum algorithms for nearest-neighbor methods for supervised and unsupervised learning","volume":"15","author":"Wiebe","year":"2014","journal-title":"Quantum Inf. Comput."},{"key":"B18","article-title":"Qboost: Large scale classifier training with adiabatic quantum optimization","volume-title":"in Asian Conference on Machine Learning","author":"Neven","year":"2012"},{"key":"B19","doi-asserted-by":"publisher","DOI":"10.4310\/SII.2009.v2.n3.a8"},{"key":"B20","first-page":"1","article-title":"Efficient quantum image classification using single qubit encoding","author":"Easom-McCaldin","year":"2022","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"B21","doi-asserted-by":"publisher","DOI":"10.1007\/s11128-018-2004-9"},{"key":"B22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.02.024"},{"key":"B23","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115637"},{"key":"B24","first-page":"1","article-title":"Quanvolutional neural networks: powering image recognition with quantum circuits","volume":"2","author":"Henderson","year":"2019","journal-title":"Quantum Machine Intelligence"},{"key":"B25","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-36144-5"},{"key":"B26","article-title":"Transfer learning in hybrid classical-quantum neural networks","author":"Mari","year":"2019","journal-title":"ArXiv abs\/1912.08278"},{"key":"B27","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.121.040502"},{"key":"B28","article-title":"Quantum graph neural networks","author":"Verdon","year":"2019","journal-title":"CoRR abs\/1909.12264"},{"key":"B29","article-title":"Pennylane: Automatic differentiation of hybrid quantum-classical computations","author":"Bergholm","year":"2018","journal-title":"ArXiv abs\/1811.04968"},{"article-title":"Some introductory notes on quantum computing","year":"2000","author":"Kuhn","key":"B30"},{"key":"B31","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1998.0159"},{"article-title":"Hourly energy demand generation and weather","year":"2020","author":"Jhana","key":"B32"}],"event":{"name":"Sixteenth International Conference on Machine Vision (ICMV 2023)","start":{"date-parts":[[2023,11,15]]},"location":"Yerevan, Armenia","end":{"date-parts":[[2023,11,18]]}},"container-title":["Sixteenth International Conference on Machine Vision (ICMV 2023)"],"original-title":[],"deposited":{"date-parts":[[2024,5,24]],"date-time":"2024-05-24T22:24:34Z","timestamp":1716589474000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/13072\/3023467\/Quantum-time-series-forecasting\/10.1117\/12.3023467.full"}},"subtitle":[],"editor":[{"given":"Wolfgang","family":"Osten","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2024,4,3]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1117\/12.3023467","relation":{},"subject":[],"published":{"date-parts":[[2024,4,3]]}}}