A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates
Large, James, Lines, Jason, Bagnall, Anthony
Published in Data mining and knowledge discovery (01.11.2019)
Published in Data mining and knowledge discovery (01.11.2019)
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Journal Article
HIVE-COTE 2.0: a new meta ensemble for time series classification
Middlehurst, Matthew, Large, James, Flynn, Michael, Lines, Jason, Bostrom, Aaron, Bagnall, Anthony
Published in Machine learning (01.12.2021)
Published in Machine learning (01.12.2021)
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Journal Article
The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances
Ruiz, Alejandro Pasos, Flynn, Michael, Large, James, Middlehurst, Matthew, Bagnall, Anthony
Published in Data mining and knowledge discovery (01.03.2021)
Published in Data mining and knowledge discovery (01.03.2021)
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Journal Article
On time series classification with dictionary-based classifiers
Large, James, Bagnall, Anthony, Malinowski, Simon, Tavenard, Romain
Published in Intelligent data analysis (01.01.2019)
Published in Intelligent data analysis (01.01.2019)
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Journal Article
Safety first: The risk of over-reliance on technology in navigation
Wu, Jianjun, Thorne-Large, James, Zhang, Pengfei
Published in Journal of transportation safety & security (04.07.2022)
Published in Journal of transportation safety & security (04.07.2022)
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Journal Article
On the Usage and Performance of the Hierarchical Vote Collective of Transformation-Based Ensembles Version 1.0 (HIVE-COTE v1.0)
Bagnall, Anthony, Flynn, Michael, Large, James, Lines, Jason, Middlehurst, Matthew
Published in Advanced Analytics and Learning on Temporal Data (2020)
Published in Advanced Analytics and Learning on Temporal Data (2020)
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Book Chapter
The Canonical Interval Forest (CIF) Classifier for Time Series Classification
Middlehurst, Matthew, Large, James, Bagnall, Anthony
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
A tale of two toolkits, report the third: on the usage and performance of HIVE-COTE v1.0
Bagnall, Anthony, Flynn, Michael, Large, James, Lines, Jason, Middlehurst, Matthew
Published in arXiv.org (26.04.2023)
Published in arXiv.org (26.04.2023)
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Paper
Journal Article
The Canonical Interval Forest (CIF) Classifier for Time Series Classification
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Paper
Journal Article
Characterization of a flexible a‐Si:H detector for in vivo dosimetry in therapeutic x‐ray beams
Large, Matthew James, Bashiri, Aishah, Dookie, Yashiv, McNamara, Joanne, Antognini, Luca, Aziz, Saba, Calcagnile, Lucio, Caricato, Anna Paola, Catalano, Roberto, Chila, Deborah, Cirrone, Giuseppe Antonio Pablo, Croci, Tomasso, Cuttone, Giacomo, Dunand, Sylvain, Fabi, Michele, Frontini, Luca, Grimani, Catia, Ionica, Maria, Kanxheri, Keida, Liberali, Valentino, Maurizio, Martino, Maruccio, Giuseppe, Mazza, Giovanni, Menichelli, Mauro, Monteduro, Anna Grazia, Morozzi, Arianna, Moscatelli, Francesco, Pallotta, Stefania, Passeri, Daniele, Pedio, Maddalena, Petringa, Giada, Peverini, Francesca, Piccolo, Lorenzo, Placidi, Pisana, Quarta, Gianluca, Rizzato, Silvia, Sabbatini, Federico, Servoli, Leonello, Stabile, Alberto, Talamonti, Cinzia, Thomet, Jonathan Emanuel, Tosti, Luca, Villani, Mattia, Wheadon, Richard James, Wyrsch, Nicolas, Zema, Nicola, Petasecca, Marco
Published in Medical physics (Lancaster) (01.06.2024)
Published in Medical physics (Lancaster) (01.06.2024)
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Journal Article
Dosimetry of microbeam radiotherapy by flexible hydrogenated amorphous silicon detectors
Large, Matthew James, Kanxheri, Keida, Posar, Jessie, Aziz, Saba, Bashiri, Aishah, Calcagnile, Lucio, Calvo, Daniela, Caputo, Domenico, Caricato, Anna Paola, Catalano, Roberto, Cirio, Roberto, Cirrone, Giuseppe Antonio Pablo, Croci, Tommaso, Cuttone, Giacomo, De Cesare, Gianpiero, De Remigis, Paolo, Dunand, Sylvain, Fabi, Michele, Frontini, Luca, Grimani, Catia, Guarrera, Mariacristina, Ionica, Maria, Lenta, Francesca, Liberali, Valentino, Lovecchio, Nicola, Martino, Maurizio, Maruccio, Giuseppe, Mazza, Giovanni, Menichelli, Mauro, Monteduro, Anna Grazia, Morozzi, Arianna, Moscatelli, Francesco, Nascetti, Augusto, Pallotta, Stefania, Passeri, Daniele, Pedio, Maddalena, Petringa, Giada, Peverini, Francesca, Placidi, Pisana, Quarta, Gianluca, Rizzato, Silvia, Sabbatini, Federico, Servoli, Leonello, Stabile, Alberto, Thomet, Jonathan Emanuel, Tosti, Luca, Villani, Mattia, Wheadon, Richard James, Wyrsch, Nicolas, Zema, Nicola, Petasecca, Marco, Talamonti, Cinzia
Published in Physics in medicine & biology (26.07.2024)
Published in Physics in medicine & biology (26.07.2024)
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Journal Article