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BibTeX records: Giovanni Montana
@article{DBLP:journals/ml/BeesonM24, author = {Alex Beeson and Giovanni Montana}, title = {Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning}, journal = {Mach. Learn.}, volume = {113}, number = {1}, pages = {443--488}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06458-y}, doi = {10.1007/S10994-023-06458-Y}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BeesonM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HepburnM24, author = {Charles A. Hepburn and Giovanni Montana}, title = {Model-based trajectory stitching for improved behavioural cloning and its applications}, journal = {Mach. Learn.}, volume = {113}, number = {2}, pages = {647--674}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06392-z}, doi = {10.1007/S10994-023-06392-Z}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/HepburnM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-08850, author = {David Ireland and Giovanni Montana}, title = {REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes}, journal = {CoRR}, volume = {abs/2401.08850}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.08850}, doi = {10.48550/ARXIV.2401.08850}, eprinttype = {arXiv}, eprint = {2401.08850}, timestamp = {Thu, 01 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-08850.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PesceM23, author = {Emanuele Pesce and Giovanni Montana}, title = {Learning multi-agent coordination through connectivity-driven communication}, journal = {Mach. Learn.}, volume = {112}, number = {2}, pages = {483--514}, year = {2023}, url = {https://doi.org/10.1007/s10994-022-06286-6}, doi = {10.1007/S10994-022-06286-6}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/PesceM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npjdm/BrentnallAHSDCMD23, author = {Adam R. Brentnall and Emma C. Atakpa and Harry Hill and Ruggiero Santeramo and Celeste Damiani and Jack Cuzick and Giovanni Montana and Stephen W. Duffy}, title = {An optimization framework to guide the choice of thresholds for risk-based cancer screening}, journal = {npj Digit. Medicine}, volume = {6}, year = {2023}, url = {https://doi.org/10.1038/s41746-023-00967-9}, doi = {10.1038/S41746-023-00967-9}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/npjdm/BrentnallAHSDCMD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/GaoHZYM23, author = {Mingqi Gao and Jungong Han and Feng Zheng and James J. Q. Yu and Giovanni Montana}, title = {Video Object Segmentation using Point-based Memory Network}, journal = {Pattern Recognit.}, volume = {134}, pages = {109073}, year = {2023}, url = {https://doi.org/10.1016/j.patcog.2022.109073}, doi = {10.1016/J.PATCOG.2022.109073}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/GaoHZYM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcsv/GaoYHLZM23, author = {Mingqi Gao and Jinyu Yang and Jungong Han and Ke Lu and Feng Zheng and Giovanni Montana}, title = {Decoupling Multimodal Transformers for Referring Video Object Segmentation}, journal = {{IEEE} Trans. Circuits Syst. Video Technol.}, volume = {33}, number = {9}, pages = {4518--4528}, year = {2023}, url = {https://doi.org/10.1109/TCSVT.2023.3284979}, doi = {10.1109/TCSVT.2023.3284979}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcsv/GaoYHLZM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/ByrneCVMK23, author = {Nick Byrne and James R. Clough and Israel Valverde and Giovanni Montana and Andrew P. King}, title = {A Persistent Homology-Based Topological Loss for CNN-Based Multiclass Segmentation of {CMR}}, journal = {{IEEE} Trans. Medical Imaging}, volume = {42}, number = {1}, pages = {3--14}, year = {2023}, url = {https://doi.org/10.1109/TMI.2022.3203309}, doi = {10.1109/TMI.2022.3203309}, timestamp = {Sun, 12 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tmi/ByrneCVMK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lion/WatkinsMB23, author = {George Watkins and Giovanni Montana and J{\"{u}}rgen Branke}, editor = {Meinolf Sellmann and Kevin Tierney}, title = {Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks}, booktitle = {Learning and Intelligent Optimization - 17th International Conference, {LION} 17, Nice, France, June 4-8, 2023, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {14286}, pages = {491--505}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-44505-7\_33}, doi = {10.1007/978-3-031-44505-7\_33}, timestamp = {Wed, 08 Nov 2023 08:45:56 +0100}, biburl = {https://dblp.org/rec/conf/lion/WatkinsMB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-09367, author = {Mianchu Wang and Yue Jin and Giovanni Montana}, title = {Goal-conditioned Offline Reinforcement Learning through State Space Partitioning}, journal = {CoRR}, volume = {abs/2303.09367}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.09367}, doi = {10.48550/ARXIV.2303.09367}, eprinttype = {arXiv}, eprint = {2303.09367}, timestamp = {Mon, 20 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-09367.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-14716, author = {Alex Beeson and Giovanni Montana}, title = {Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning}, journal = {CoRR}, volume = {abs/2303.14716}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.14716}, doi = {10.48550/ARXIV.2303.14716}, eprinttype = {arXiv}, eprint = {2303.14716}, timestamp = {Fri, 14 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-14716.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-04051, author = {George Watkins and Giovanni Montana and J{\"{u}}rgen Branke}, title = {Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks}, journal = {CoRR}, volume = {abs/2304.04051}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.04051}, doi = {10.48550/ARXIV.2304.04051}, eprinttype = {arXiv}, eprint = {2304.04051}, timestamp = {Tue, 18 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-04051.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KilincM22, author = {Ozsel Kilinc and Giovanni Montana}, title = {Reinforcement learning for robotic manipulation using simulated locomotion demonstrations}, journal = {Mach. Learn.}, volume = {111}, number = {2}, pages = {465--486}, year = {2022}, url = {https://doi.org/10.1007/s10994-021-06116-1}, doi = {10.1007/S10994-021-06116-1}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KilincM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/IrelandM22, author = {David Ireland and Giovanni Montana}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {9622--9638}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/ireland22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/IrelandM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/MacPhersonMAHGM22, author = {Matthew MacPherson and Keerthini Muthuswamy and Ashik Amlani and Charles Hutchinson and Vicky Goh and Giovanni Montana}, editor = {Linwei Wang and Qi Dou and P. Thomas Fletcher and Stefanie Speidel and Shuo Li}, title = {Assessing the Performance of Automated Prediction and Ranking of Patient Age from Chest X-rays Against Clinicians}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part {VII}}, series = {Lecture Notes in Computer Science}, volume = {13437}, pages = {255--265}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-16449-1\_25}, doi = {10.1007/978-3-031-16449-1\_25}, timestamp = {Tue, 13 Dec 2022 14:39:06 +0100}, biburl = {https://dblp.org/rec/conf/miccai/MacPhersonMAHGM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-10106, author = {David Ireland and Giovanni Montana}, title = {LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation}, journal = {CoRR}, volume = {abs/2205.10106}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.10106}, doi = {10.48550/ARXIV.2205.10106}, eprinttype = {arXiv}, eprint = {2205.10106}, timestamp = {Mon, 23 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-10106.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-01302, author = {Matthew MacPherson and Keerthini Muthuswamy and Ashik Amlani and Charles Hutchinson and Vicky Goh and Giovanni Montana}, title = {Assessing the Performance of Automated Prediction and Ranking of Patient Age from Chest X-rays Against Clinicians}, journal = {CoRR}, volume = {abs/2207.01302}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.01302}, doi = {10.48550/ARXIV.2207.01302}, eprinttype = {arXiv}, eprint = {2207.01302}, timestamp = {Wed, 06 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-01302.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-11603, author = {Charles A. Hepburn and Giovanni Montana}, title = {Model-based Trajectory Stitching for Improved Offline Reinforcement Learning}, journal = {CoRR}, volume = {abs/2211.11603}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.11603}, doi = {10.48550/ARXIV.2211.11603}, eprinttype = {arXiv}, eprint = {2211.11603}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-11603.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-11802, author = {Alex Beeson and Giovanni Montana}, title = {Improving {TD3-BC:} Relaxed Policy Constraint for Offline Learning and Stable Online Fine-Tuning}, journal = {CoRR}, volume = {abs/2211.11802}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.11802}, doi = {10.48550/ARXIV.2211.11802}, eprinttype = {arXiv}, eprint = {2211.11802}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-11802.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-04280, author = {Charles A. Hepburn and Giovanni Montana}, title = {Model-based trajectory stitching for improved behavioural cloning and its applications}, journal = {CoRR}, volume = {abs/2212.04280}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.04280}, doi = {10.48550/ARXIV.2212.04280}, eprinttype = {arXiv}, eprint = {2212.04280}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-04280.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CharlesworthM21, author = {Henry Charlesworth and Giovanni Montana}, editor = {Marina Meila and Tong Zhang}, title = {Solving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation and Reinforcement Learning}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {1496--1506}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/charlesworth21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/CharlesworthM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-10702, author = {Aydan Gasimova and Giovanni Montana and Daniel Rueckert}, title = {Automated Knee X-ray Report Generation}, journal = {CoRR}, volume = {abs/2105.10702}, year = {2021}, url = {https://arxiv.org/abs/2105.10702}, eprinttype = {arXiv}, eprint = {2105.10702}, timestamp = {Mon, 31 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-10702.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-12689, author = {Nick Byrne and James R. Clough and Isra Valverde and Giovanni Montana and Andrew P. King}, title = {A persistent homology-based topological loss for CNN-based multi-class segmentation of {CMR}}, journal = {CoRR}, volume = {abs/2107.12689}, year = {2021}, url = {https://arxiv.org/abs/2107.12689}, eprinttype = {arXiv}, eprint = {2107.12689}, timestamp = {Thu, 29 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-12689.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/PesceM20, author = {Emanuele Pesce and Giovanni Montana}, title = {Improving coordination in small-scale multi-agent deep reinforcement learning through memory-driven communication}, journal = {Mach. Learn.}, volume = {109}, number = {9-10}, pages = {1727--1747}, year = {2020}, url = {https://doi.org/10.1007/s10994-019-05864-5}, doi = {10.1007/S10994-019-05864-5}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/PesceM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/SavioliGVCML20, author = {Nicol{\'{o}} Savioli and Enrico Grisan and Silvia Visentin and Erich Cosmi and Giovanni Montana and Pablo Lamata}, title = {Real-time diameter of the fetal aorta from ultrasound}, journal = {Neural Comput. Appl.}, volume = {32}, number = {11}, pages = {6735--6744}, year = {2020}, url = {https://doi.org/10.1007/s00521-019-04646-3}, doi = {10.1007/S00521-019-04646-3}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/SavioliGVCML20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ByrneCMK20, author = {Nick Byrne and James R. Clough and Giovanni Montana and Andrew P. King}, editor = {Esther Puyol{-}Ant{\'{o}}n and Mihaela Pop and Maxime Sermesant and V{\'{\i}}ctor M. Campello and Alain Lalande and Karim Lekadir and Avan Suinesiaputra and Oscar Camara and Alistair A. Young}, title = {A Persistent Homology-Based Topological Loss Function for Multi-class {CNN} Segmentation of Cardiac {MRI}}, booktitle = {Statistical Atlases and Computational Models of the Heart. M{\&}Ms and {EMIDEC} Challenges - 11th International Workshop, {STACOM} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru, October 4, 2020, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {12592}, pages = {3--13}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-68107-4\_1}, doi = {10.1007/978-3-030-68107-4\_1}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/ByrneCMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miip/SokolovaBM20, author = {Ksenia Sokolova and Gareth J. Barker and Giovanni Montana}, editor = {Ivana Isgum and Bennett A. Landman}, title = {Convolutional neural-network-based ordinal regression for brain age prediction from {MRI} scans}, booktitle = {Medical Imaging 2020: Image Processing, Houston, TX, USA, February 15-20, 2020}, series = {{SPIE} Proceedings}, volume = {11313}, pages = {113132B}, publisher = {{SPIE}}, year = {2020}, url = {https://doi.org/10.1117/12.2549636}, doi = {10.1117/12.2549636}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miip/SokolovaBM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CharlesworthM20, author = {Henry Charlesworth and Giovanni Montana}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {PlanGAN: Model-based Planning With Sparse Rewards and Multiple Goals}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/6101903146e4bbf4999c449d78441606-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CharlesworthM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-05233, author = {Emanuele Pesce and Giovanni Montana}, title = {Connectivity-driven Communication in Multi-agent Reinforcement Learning through Diffusion Processes on Graphs}, journal = {CoRR}, volume = {abs/2002.05233}, year = {2020}, url = {https://arxiv.org/abs/2002.05233}, eprinttype = {arXiv}, eprint = {2002.05233}, timestamp = {Fri, 14 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-05233.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-06946, author = {Saad Mohamad and Giovanni Montana}, title = {Adaptive Experience Selection for Policy Gradient}, journal = {CoRR}, volume = {abs/2002.06946}, year = {2020}, url = {https://arxiv.org/abs/2002.06946}, eprinttype = {arXiv}, eprint = {2002.06946}, timestamp = {Tue, 03 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-06946.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-00900, author = {Henry Charlesworth and Giovanni Montana}, title = {PlanGAN: Model-based Planning With Sparse Rewards and Multiple Goals}, journal = {CoRR}, volume = {abs/2006.00900}, year = {2020}, url = {https://arxiv.org/abs/2006.00900}, eprinttype = {arXiv}, eprint = {2006.00900}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-00900.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-02066, author = {Ozsel Kilinc and Giovanni Montana}, title = {Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals}, journal = {CoRR}, volume = {abs/2008.02066}, year = {2020}, url = {https://arxiv.org/abs/2008.02066}, eprinttype = {arXiv}, eprint = {2008.02066}, timestamp = {Fri, 07 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-02066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-09585, author = {Nick Byrne and James R. Clough and Giovanni Montana and Andrew P. King}, title = {A persistent homology-based topological loss function for multi-class {CNN} segmentation of cardiac {MRI}}, journal = {CoRR}, volume = {abs/2008.09585}, year = {2020}, url = {https://arxiv.org/abs/2008.09585}, eprinttype = {arXiv}, eprint = {2008.09585}, timestamp = {Fri, 28 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-09585.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-05104, author = {Henry Charlesworth and Giovanni Montana}, title = {Solving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation and Reinforcement Learning}, journal = {CoRR}, volume = {abs/2009.05104}, year = {2020}, url = {https://arxiv.org/abs/2009.05104}, eprinttype = {arXiv}, eprint = {2009.05104}, timestamp = {Thu, 17 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-05104.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mia/PesceWYBGM19, author = {Emanuele Pesce and Samuel Withey and Petros{-}Pavlos Ypsilantis and Robert Bakewell and Vicky Goh and Giovanni Montana}, title = {Learning to detect chest radiographs containing pulmonary lesions using visual attention networks}, journal = {Medical Image Anal.}, volume = {53}, pages = {26--38}, year = {2019}, url = {https://doi.org/10.1016/j.media.2018.12.007}, doi = {10.1016/J.MEDIA.2018.12.007}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mia/PesceWYBGM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itsc/GangopadhyayKDD19, author = {Briti Gangopadhyay and Siddartha Khastgir and Sumanta Dey and Pallab Dasgupta and Giovanni Montana and Paul A. Jennings}, title = {Identification of Test Cases for Automated Driving Systems Using Bayesian Optimization}, booktitle = {2019 {IEEE} Intelligent Transportation Systems Conference, {ITSC} 2019, Auckland, New Zealand, October 27-30, 2019}, pages = {1961--1967}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ITSC.2019.8917103}, doi = {10.1109/ITSC.2019.8917103}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/itsc/GangopadhyayKDD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ByrneCVMK19, author = {Nick Byrne and James R. Clough and Isra Valverde and Giovanni Montana and Andrew P. King}, editor = {Qian Wang and Alberto G{\'{o}}mez and Jana Hutter and Kristin McLeod and Veronika A. M. Zimmer and Oliver Zettinig and Roxane Licandro and Emma C. Robinson and Daan Christiaens and Esra Abaci Turk and Andrew Melbourne}, title = {Topology-Preserving Augmentation for CNN-Based Segmentation of Congenital Heart Defects from 3D Paediatric {CMR}}, booktitle = {Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis - First International Workshop, {SUSI} 2019, and 4th International Workshop, {PIPPI} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11798}, pages = {181--188}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-32875-7\_20}, doi = {10.1007/978-3-030-32875-7\_20}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/ByrneCVMK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-03887, author = {Emanuele Pesce and Giovanni Montana}, title = {Improving Coordination in Multi-Agent Deep Reinforcement Learning through Memory-driven Communication}, journal = {CoRR}, volume = {abs/1901.03887}, year = {2019}, url = {http://arxiv.org/abs/1901.03887}, eprinttype = {arXiv}, eprint = {1901.03887}, timestamp = {Fri, 01 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-03887.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-10521, author = {Zhana Kuncheva and Giovanni Montana}, title = {Spectral Multi-scale Community Detection in Temporal Networks with an Application}, journal = {CoRR}, volume = {abs/1901.10521}, year = {2019}, url = {http://arxiv.org/abs/1901.10521}, eprinttype = {arXiv}, eprint = {1901.10521}, timestamp = {Sun, 03 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-10521.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-05265, author = {Yang Hu and Giovanni Montana}, title = {Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity}, journal = {CoRR}, volume = {abs/1908.05265}, year = {2019}, url = {http://arxiv.org/abs/1908.05265}, eprinttype = {arXiv}, eprint = {1908.05265}, timestamp = {Mon, 19 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-05265.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-08870, author = {Nick Byrne and James R. Clough and Isra Valverde and Giovanni Montana and Andrew P. King}, title = {Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric {CMR}}, journal = {CoRR}, volume = {abs/1908.08870}, year = {2019}, url = {http://arxiv.org/abs/1908.08870}, eprinttype = {arXiv}, eprint = {1908.08870}, timestamp = {Mon, 26 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-08870.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-07294, author = {Ozsel Kilinc and Yang Hu and Giovanni Montana}, title = {Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations}, journal = {CoRR}, volume = {abs/1910.07294}, year = {2019}, url = {http://arxiv.org/abs/1910.07294}, eprinttype = {arXiv}, eprint = {1910.07294}, timestamp = {Tue, 22 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-07294.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/TsagkrasoulisM18, author = {Dimosthenis Tsagkrasoulis and Giovanni Montana}, title = {Random forest regression for manifold-valued responses}, journal = {Pattern Recognit. Lett.}, volume = {101}, pages = {6--13}, year = {2018}, url = {https://doi.org/10.1016/j.patrec.2017.11.008}, doi = {10.1016/J.PATREC.2017.11.008}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/TsagkrasoulisM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/MontiAM18, author = {Ricardo Pio Monti and Christoforos Anagnostopoulos and Giovanni Montana}, title = {Adaptive regularization for Lasso models in the context of nonstationary data streams}, journal = {Stat. Anal. Data Min.}, volume = {11}, number = {5}, pages = {237--247}, year = {2018}, url = {https://doi.org/10.1002/sam.11390}, doi = {10.1002/SAM.11390}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/MontiAM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/SavioliVCGLM18, author = {Nicol{\'{o}} Savioli and Silvia Visentin and Erich Cosmi and Enrico Grisan and Pablo Lamata and Giovanni Montana}, editor = {Vera Kurkov{\'{a}} and Yannis Manolopoulos and Barbara Hammer and Lazaros S. Iliadis and Ilias Maglogiannis}, title = {Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {11140}, pages = {148--157}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-01421-6\_15}, doi = {10.1007/978-3-030-01421-6\_15}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/SavioliVCGLM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/SavioliML18, author = {Nicol{\'{o}} Savioli and Giovanni Montana and Pablo Lamata}, editor = {Mihaela Pop and Maxime Sermesant and Jichao Zhao and Shuo Li and Kristin McLeod and Alistair A. Young and Kawal S. Rhode and Tommaso Mansi}, title = {{V-FCNN:} Volumetric Fully Convolution Neural Network for Automatic Atrial Segmentation}, booktitle = {Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and {LV} Quantification Challenges - 9th International Workshop, {STACOM} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {11395}, pages = {273--281}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-12029-0\_30}, doi = {10.1007/978-3-030-12029-0\_30}, timestamp = {Tue, 14 May 2019 10:00:50 +0200}, biburl = {https://dblp.org/rec/conf/miccai/SavioliML18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/SanteramoWM18, author = {Ruggiero Santeramo and Samuel Withey and Giovanni Montana}, editor = {Danail Stoyanov and Zeike Taylor and Gustavo Carneiro and Tanveer F. Syeda{-}Mahmood and Anne L. Martel and Lena Maier{-}Hein and Jo{\~{a}}o Manuel R. S. Tavares and Andrew P. Bradley and Jo{\~{a}}o Paulo Papa and Vasileios Belagiannis and Jacinto C. Nascimento and Zhi Lu and Sailesh Conjeti and Mehdi Moradi and Hayit Greenspan and Anant Madabhushi}, title = {Longitudinal Detection of Radiological Abnormalities with Time-Modulated {LSTM}}, booktitle = {Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support - 4th International Workshop, {DLMIA} 2018, and 8th International Workshop, {ML-CDS} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11045}, pages = {326--333}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-00889-5\_37}, doi = {10.1007/978-3-030-00889-5\_37}, timestamp = {Tue, 18 Apr 2023 21:52:48 +0200}, biburl = {https://dblp.org/rec/conf/miccai/SanteramoWM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/AnnarummaM18, author = {Mauro Annarumma and Giovanni Montana}, editor = {Hisham M. Haddad and Roger L. Wainwright and Richard Chbeir}, title = {Deep metric learning for multi-labelled radiographs}, booktitle = {Proceedings of the 33rd Annual {ACM} Symposium on Applied Computing, {SAC} 2018, Pau, France, April 09-13, 2018}, pages = {34--37}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3167132.3167379}, doi = {10.1145/3167132.3167379}, timestamp = {Wed, 25 Sep 2019 18:12:13 +0200}, biburl = {https://dblp.org/rec/conf/sac/AnnarummaM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/snams/SavioliVLM18, author = {Nicol{\'{o}} Savioli and Miguel Silva Vieira and Pablo Lamata and Giovanni Montana}, title = {Automated Segmentation on the Entire Cardiac Cycle Using a Deep Learning Work - Flow}, booktitle = {Fifth International Conference on Social Networks Analysis, Management and Security, {SNAMS} 2018, Valencia, Spain, October 15-18, 2018}, pages = {153--158}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/SNAMS.2018.8554962}, doi = {10.1109/SNAMS.2018.8554962}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/snams/SavioliVLM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-04056, author = {Nicol{\'{o}} Savioli and Silvia Visentin and Erich Cosmi and Enrico Grisan and Pablo Lamata and Giovanni Montana}, title = {Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound}, journal = {CoRR}, volume = {abs/1807.04056}, year = {2018}, url = {http://arxiv.org/abs/1807.04056}, eprinttype = {arXiv}, eprint = {1807.04056}, timestamp = {Thu, 30 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-04056.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-06144, author = {Ruggiero Santeramo and Samuel Withey and Giovanni Montana}, title = {Longitudinal detection of radiological abnormalities with time-modulated {LSTM}}, journal = {CoRR}, volume = {abs/1807.06144}, year = {2018}, url = {http://arxiv.org/abs/1807.06144}, eprinttype = {arXiv}, eprint = {1807.06144}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-06144.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-01944, author = {Nicol{\'{o}} Savioli and Giovanni Montana and Pablo Lamata}, title = {{V-FCNN:} Volumetric Fully Convolution Neural Network For Automatic Atrial Segmentation}, journal = {CoRR}, volume = {abs/1808.01944}, year = {2018}, url = {http://arxiv.org/abs/1808.01944}, eprinttype = {arXiv}, eprint = {1808.01944}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-01944.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-01015, author = {Nicol{\'{o}} Savioli and Miguel S. Vieira and Pablo Lamata and Giovanni Montana}, title = {Automated segmentation on the entire cardiac cycle using a deep learning work-flow}, journal = {CoRR}, volume = {abs/1809.01015}, year = {2018}, url = {http://arxiv.org/abs/1809.01015}, eprinttype = {arXiv}, eprint = {1809.01015}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-01015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-03969, author = {Nicol{\'{o}} Savioli and Miguel Silva Vieira and Pablo Lamata and Giovanni Montana}, title = {A Generative Adversarial Model for Right Ventricle Segmentation}, journal = {CoRR}, volume = {abs/1810.03969}, year = {2018}, url = {http://arxiv.org/abs/1810.03969}, eprinttype = {arXiv}, eprint = {1810.03969}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-03969.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-00922, author = {Ozsel Kilinc and Giovanni Montana}, title = {Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations}, journal = {CoRR}, volume = {abs/1812.00922}, year = {2018}, url = {http://arxiv.org/abs/1812.00922}, eprinttype = {arXiv}, eprint = {1812.00922}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-00922.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ficn/MontiLHLAM17, author = {Ricardo Pio Monti and Romy Lorenz and Peter Hellyer and Robert Leech and Christoforos Anagnostopoulos and Giovanni Montana}, title = {Decoding Time-Varying Functional Connectivity Networks via Linear Graph Embedding Methods}, journal = {Frontiers Comput. Neurosci.}, volume = {11}, pages = {14}, year = {2017}, url = {https://doi.org/10.3389/fncom.2017.00014}, doi = {10.3389/FNCOM.2017.00014}, timestamp = {Sat, 23 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ficn/MontiLHLAM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/ColePTCSSM17, author = {James H. Cole and Rudra P. K. Poudel and Dimosthenis Tsagkrasoulis and Matthan W. A. Caan and Claire J. Steves and Tim D. Spector and Giovanni Montana}, title = {Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker}, journal = {NeuroImage}, volume = {163}, pages = {115--124}, year = {2017}, url = {https://doi.org/10.1016/j.neuroimage.2017.07.059}, doi = {10.1016/J.NEUROIMAGE.2017.07.059}, timestamp = {Fri, 06 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/ColePTCSSM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KunchevaM17, author = {Zhana Kuncheva and Giovanni Montana}, editor = {Riccardo Guidotti and Anna Monreale and Dino Pedreschi and Serge Abiteboul}, title = {Multi-scale Community Detection in Temporal Networks Using Spectral Graph Wavelets}, booktitle = {Personal Analytics and Privacy. An Individual and Collective Perspective - First International Workshop, {PAP} 2017, Held in Conjunction with {ECML} {PKDD} 2017, Skopje, Macedonia, September 18, 2017, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {10708}, pages = {139--154}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71970-2\_12}, doi = {10.1007/978-3-319-71970-2\_12}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/KunchevaM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/psb/KunchevaKM17, author = {Zhana Kuncheva and Michelle L. Krishnan and Giovanni Montana}, editor = {Russ B. Altman and A. Keith Dunker and Lawrence Hunter and Marylyn D. Ritchie and Teri E. Klein}, title = {Exploring Brain Transcriptomic Patterns: {A} Topological Analysis Using Spatial Expression Networks}, booktitle = {Biocomputing 2017: Proceedings of the Pacific Symposium, Kohala Coast, Hawaii, USA, January 3-7, 2017}, pages = {70--81}, year = {2017}, url = {http://psb.stanford.edu/psb-online/proceedings/psb17/kuncheva.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/psb/KunchevaKM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YpsilantisM17, author = {Petros{-}Pavlos Ypsilantis and Giovanni Montana}, title = {Learning what to look in chest X-rays with a recurrent visual attention model}, journal = {CoRR}, volume = {abs/1701.06452}, year = {2017}, url = {http://arxiv.org/abs/1701.06452}, eprinttype = {arXiv}, eprint = {1701.06452}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YpsilantisM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-04060, author = {Zhana Kuncheva and Giovanni Montana}, title = {Multi-scale Community Detection in Temporal Networks Using Spectral Graph Wavelets}, journal = {CoRR}, volume = {abs/1708.04060}, year = {2017}, url = {http://arxiv.org/abs/1708.04060}, eprinttype = {arXiv}, eprint = {1708.04060}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-04060.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-00996, author = {Emanuele Pesce and Petros{-}Pavlos Ypsilantis and Samuel Withey and Robert Bakewell and Vicky Goh and Giovanni Montana}, title = {Learning to detect chest radiographs containing lung nodules using visual attention networks}, journal = {CoRR}, volume = {abs/1712.00996}, year = {2017}, url = {http://arxiv.org/abs/1712.00996}, eprinttype = {arXiv}, eprint = {1712.00996}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-00996.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-07682, author = {Mauro Annarumma and Giovanni Montana}, title = {Deep metric learning for multi-labelled radiographs}, journal = {CoRR}, volume = {abs/1712.07682}, year = {2017}, url = {http://arxiv.org/abs/1712.07682}, eprinttype = {arXiv}, eprint = {1712.07682}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-07682.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csda/BerryLMAZ16, author = {Michael W. Berry and Jung Jin Lee and Giovanni Montana and Stefan Van Aelst and Ruben H. Zamar}, title = {Special Issue on Advances in Data Mining and Robust Statistics}, journal = {Comput. Stat. Data Anal.}, volume = {93}, pages = {388--389}, year = {2016}, url = {https://doi.org/10.1016/j.csda.2015.09.004}, doi = {10.1016/J.CSDA.2015.09.004}, timestamp = {Tue, 18 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csda/BerryLMAZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/LorenzMVAFML16, author = {Romy Lorenz and Ricardo Pio Monti and In{\^{e}}s R. Violante and Christoforos Anagnostopoulos and Aldo A. Faisal and Giovanni Montana and Robert Leech}, title = {The Automatic Neuroscientist: {A} framework for optimizing experimental design with closed-loop real-time fMRI}, journal = {NeuroImage}, volume = {129}, pages = {320--334}, year = {2016}, url = {https://doi.org/10.1016/j.neuroimage.2016.01.032}, doi = {10.1016/J.NEUROIMAGE.2016.01.032}, timestamp = {Tue, 04 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/LorenzMVAFML16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/ChungSKBAEM16, author = {Ai Wern Chung and Markus Schirmer and Michelle L. Krishnan and Gareth Ball and Paul Aljabar and A. David Edwards and Giovanni Montana}, title = {Characterising brain network topologies: {A} dynamic analysis approach using heat kernels}, journal = {NeuroImage}, volume = {141}, pages = {490--501}, year = {2016}, url = {https://doi.org/10.1016/j.neuroimage.2016.07.006}, doi = {10.1016/J.NEUROIMAGE.2016.07.006}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/ChungSKBAEM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl-louhi/CornegrutaBWM16, author = {Savelie Cornegruta and Robert Bakewell and Samuel Withey and Giovanni Montana}, editor = {Cyril Grouin and Thierry Hamon and Aur{\'{e}}lie N{\'{e}}v{\'{e}}ol and Pierre Zweigenbaum}, title = {Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks}, booktitle = {Proceedings of the Seventh International Workshop on Health Text Mining and Information Analysis, Louhi@EMNLP 2016, Austin, TX, USA, November 5, 2016}, pages = {17--27}, publisher = {Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/W16-6103}, doi = {10.18653/V1/W16-6103}, timestamp = {Fri, 06 Aug 2021 00:41:34 +0200}, biburl = {https://dblp.org/rec/conf/acl-louhi/CornegrutaBWM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/PoudelLM16, author = {Rudra P. K. Poudel and Pablo Lamata and Giovanni Montana}, editor = {Maria A. Zuluaga and Kanwal K. Bhatia and Bernhard Kainz and Mehdi Hedjazi Moghari and Danielle F. Pace}, title = {Recurrent Fully Convolutional Neural Networks for Multi-slice {MRI} Cardiac Segmentation}, booktitle = {Reconstruction, Segmentation, and Analysis of Medical Images - First International Workshops, {RAMBO} 2016 and {HVSMR} 2016, Held in Conjunction with {MICCAI} 2016, Athens, Greece, October 17, 2016, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {10129}, pages = {83--94}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-52280-7\_8}, doi = {10.1007/978-3-319-52280-7\_8}, timestamp = {Fri, 08 Oct 2021 17:23:21 +0200}, biburl = {https://dblp.org/rec/conf/miccai/PoudelLM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/ChungPMM16, author = {Ai Wern Chung and Emanuele Pesce and Ricardo Pio Monti and Giovanni Montana}, title = {Classifying {HCP} task-fMRI networks using heat kernels}, booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI} 2016, Trento, Italy, June 22-24, 2016}, pages = {1--4}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/PRNI.2016.7552339}, doi = {10.1109/PRNI.2016.7552339}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/prni/ChungPMM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/LorenzMHKAFSMLV16, author = {Romy Lorenz and Ricardo Pio Monti and Adam Hampshire and Yury Koush and Christoforos Anagnostopoulos and Aldo A. Faisal and David J. Sharp and Giovanni Montana and Robert Leech and In{\^{e}}s R. Violante}, title = {Towards tailoring non-invasive brain stimulation using real-time fMRI and Bayesian optimization}, booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI} 2016, Trento, Italy, June 22-24, 2016}, pages = {1--4}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/PRNI.2016.7552338}, doi = {10.1109/PRNI.2016.7552338}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prni/LorenzMHKAFSMLV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/MontiLLAM16, author = {Ricardo Pio Monti and Romy Lorenz and Robert Leech and Christoforos Anagnostopoulos and Giovanni Montana}, title = {Text-mining the neurosynth corpus using deep boltzmann machines}, booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI} 2016, Trento, Italy, June 22-24, 2016}, pages = {1--4}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/PRNI.2016.7552329}, doi = {10.1109/PRNI.2016.7552329}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prni/MontiLLAM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/WangKNM16, author = {Zi Wang and Vyacheslav Karolis and Chiara Nosarti and Giovanni Montana}, title = {Studying the brain from adolescence to adulthood through sparse multi-view matrix factorisations}, booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI} 2016, Trento, Italy, June 22-24, 2016}, pages = {1--4}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/PRNI.2016.7552340}, doi = {10.1109/PRNI.2016.7552340}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prni/WangKNM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MontiLLAM16, author = {Ricardo Pio Monti and Romy Lorenz and Robert Leech and Christoforos Anagnostopoulos and Giovanni Montana}, title = {Text-mining the NeuroSynth corpus using Deep Boltzmann Machines}, journal = {CoRR}, volume = {abs/1605.00223}, year = {2016}, url = {http://arxiv.org/abs/1605.00223}, eprinttype = {arXiv}, eprint = {1605.00223}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MontiLLAM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WangKNM16, author = {Zi Wang and Vyacheslav Karolis and Chiara Nosarti and Giovanni Montana}, title = {Studying the brain from adolescence to adulthood through sparse multi-view matrix factorisations}, journal = {CoRR}, volume = {abs/1605.02560}, year = {2016}, url = {http://arxiv.org/abs/1605.02560}, eprinttype = {arXiv}, eprint = {1605.02560}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WangKNM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PoudelLM16, author = {Rudra P. K. Poudel and Pablo Lamata and Giovanni Montana}, title = {Recurrent Fully Convolutional Neural Networks for Multi-slice {MRI} Cardiac Segmentation}, journal = {CoRR}, volume = {abs/1608.03974}, year = {2016}, url = {http://arxiv.org/abs/1608.03974}, eprinttype = {arXiv}, eprint = {1608.03974}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PoudelLM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CornegrutaBWM16, author = {Savelie Cornegruta and Robert Bakewell and Samuel Withey and Giovanni Montana}, title = {Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks}, journal = {CoRR}, volume = {abs/1609.08409}, year = {2016}, url = {http://arxiv.org/abs/1609.08409}, eprinttype = {arXiv}, eprint = {1609.08409}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CornegrutaBWM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YpsilantisM16, author = {Petros{-}Pavlos Ypsilantis and Giovanni Montana}, title = {Recurrent Convolutional Networks for Pulmonary Nodule Detection in {CT} Imaging}, journal = {CoRR}, volume = {abs/1609.09143}, year = {2016}, url = {http://arxiv.org/abs/1609.09143}, eprinttype = {arXiv}, eprint = {1609.09143}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YpsilantisM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MontiAM16, author = {Ricardo Pio Monti and Christoforos Anagnostopoulos and Giovanni Montana}, title = {A framework for adaptive regularization in streaming Lasso models}, journal = {CoRR}, volume = {abs/1610.09127}, year = {2016}, url = {http://arxiv.org/abs/1610.09127}, eprinttype = {arXiv}, eprint = {1610.09127}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MontiAM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ColePTCSSM16, author = {James H. Cole and Rudra P. K. Poudel and Dimosthenis Tsagkrasoulis and Matthan W. A. Caan and Claire J. Steves and Tim D. Spector and Giovanni Montana}, title = {Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker}, journal = {CoRR}, volume = {abs/1612.02572}, year = {2016}, url = {http://arxiv.org/abs/1612.02572}, eprinttype = {arXiv}, eprint = {1612.02572}, timestamp = {Fri, 06 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ColePTCSSM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/WangYM15, author = {Zi Wang and Wei Yuan and Giovanni Montana}, title = {Sparse multi-view matrix factorization: a multivariate approach to multiple tissue comparisons}, journal = {Bioinform.}, volume = {31}, number = {19}, pages = {3163--3171}, year = {2015}, url = {https://doi.org/10.1093/bioinformatics/btv344}, doi = {10.1093/BIOINFORMATICS/BTV344}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/WangYM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/RuanYM15, author = {Da Ruan and Alastair Young and Giovanni Montana}, title = {Differential analysis of biological networks}, journal = {{BMC} Bioinform.}, volume = {16}, pages = {327:1--327:13}, year = {2015}, url = {https://doi.org/10.1186/s12859-015-0735-5}, doi = {10.1186/S12859-015-0735-5}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/RuanYM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/KunchevaM15, author = {Zhana Kuncheva and Giovanni Montana}, editor = {Jian Pei and Fabrizio Silvestri and Jie Tang}, title = {Community Detection in Multiplex Networks using Locally Adaptive Random Walks}, booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France, August 25 - 28, 2015}, pages = {1308--1315}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2808797.2808852}, doi = {10.1145/2808797.2808852}, timestamp = {Thu, 11 Mar 2021 17:04:51 +0100}, biburl = {https://dblp.org/rec/conf/asunam/KunchevaM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BrebissonM15, author = {Alexandre de Br{\'{e}}bisson and Giovanni Montana}, title = {Deep neural networks for anatomical brain segmentation}, booktitle = {2015 {IEEE} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2015, Boston, MA, USA, June 7-12, 2015}, pages = {20--28}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CVPRW.2015.7301312}, doi = {10.1109/CVPRW.2015.7301312}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/BrebissonM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fedcsis/JanousovaSMK15, author = {Eva Janousov{\'{a}} and Daniel Schwarz and Giovanni Montana and Tom{\'{a}}s Kasp{\'{a}}rek}, editor = {Maria Ganzha and Leszek A. Maciaszek and Marcin Paprzycki}, title = {Brain image classification based on automated morphometry and penalised linear discriminant analysis with resampling}, booktitle = {2015 Federated Conference on Computer Science and Information Systems, FedCSIS 2015, L{\'{o}}dz, Poland, September 13-16, 2015}, series = {Annals of Computer Science and Information Systems}, volume = {5}, pages = {263--268}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.15439/2015F147}, doi = {10.15439/2015F147}, timestamp = {Mon, 07 Aug 2023 11:27:13 +0200}, biburl = {https://dblp.org/rec/conf/fedcsis/JanousovaSMK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpram/PayanM15, author = {Adrien Payan and Giovanni Montana}, editor = {Maria De Marsico and M{\'{a}}rio A. T. Figueiredo and Ana L. N. Fred}, title = {Predicting Alzheimer's Disease - {A} Neuroimaging Study with 3D Convolutional Neural Networks}, booktitle = {{ICPRAM} 2015 - Proceedings of the International Conference on Pattern Recognition Applications and Methods, Volume 2, Lisbon, Portugal, 10-12 January, 2015}, pages = {355--362}, publisher = {SciTePress}, year = {2015}, timestamp = {Tue, 15 Sep 2015 17:18:41 +0200}, biburl = {https://dblp.org/rec/conf/icpram/PayanM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/MontiLHLAM15, author = {Ricardo Pio Monti and Romy Lorenz and Peter Hellyer and Robert Leech and Christoforos Anagnostopoulos and Giovanni Montana}, title = {Graph Embeddings of Dynamic Functional Connectivity Reveal Discriminative Patterns of Task Engagement in {HCP} Data}, booktitle = {2015 International Workshop on Pattern Recognition in NeuroImaging, Stanford, CA, USA, June 10-12, 2015}, pages = {1--4}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/PRNI.2015.21}, doi = {10.1109/PRNI.2015.21}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/prni/MontiLHLAM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BrebissonM15, author = {Alexandre de Br{\'{e}}bisson and Giovanni Montana}, title = {Deep Neural Networks for Anatomical Brain Segmentation}, journal = {CoRR}, volume = {abs/1502.02445}, year = {2015}, url = {http://arxiv.org/abs/1502.02445}, eprinttype = {arXiv}, eprint = {1502.02445}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BrebissonM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PayanM15, author = {Adrien Payan and Giovanni Montana}, title = {Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks}, journal = {CoRR}, volume = {abs/1502.02506}, year = {2015}, url = {http://arxiv.org/abs/1502.02506}, eprinttype = {arXiv}, eprint = {1502.02506}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PayanM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KunchevaM15, author = {Zhana Kuncheva and Giovanni Montana}, title = {Community detection in multiplex networks using locally adaptive random walks}, journal = {CoRR}, volume = {abs/1507.01890}, year = {2015}, url = {http://arxiv.org/abs/1507.01890}, eprinttype = {arXiv}, eprint = {1507.01890}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KunchevaM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/WangCM14, author = {Zi Wang and Edward W. J. Curry and Giovanni Montana}, title = {Network-guided regression for detecting associations between {DNA} methylation and gene expression}, journal = {Bioinform.}, volume = {30}, number = {19}, pages = {2693--2701}, year = {2014}, url = {https://doi.org/10.1093/bioinformatics/btu361}, doi = {10.1093/BIOINFORMATICS/BTU361}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/WangCM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csda/CozziniJMP14, author = {Alberto Cozzini and Ajay Jasra and Giovanni Montana and Adam Persing}, title = {A Bayesian mixture of lasso regressions with t-errors}, journal = {Comput. Stat. Data Anal.}, volume = {77}, pages = {84--97}, year = {2014}, url = {https://doi.org/10.1016/j.csda.2014.03.018}, doi = {10.1016/J.CSDA.2014.03.018}, timestamp = {Tue, 18 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csda/CozziniJMP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/McWilliamsM14, author = {Brian McWilliams and Giovanni Montana}, title = {Subspace clustering of high-dimensional data: a predictive approach}, journal = {Data Min. Knowl. Discov.}, volume = {28}, number = {3}, pages = {736--772}, year = {2014}, url = {https://doi.org/10.1007/s10618-013-0317-y}, doi = {10.1007/S10618-013-0317-Y}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/McWilliamsM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/MontiHSLAM14, author = {Ricardo Pio Monti and Peter Hellyer and David J. Sharp and Robert Leech and Christoforos Anagnostopoulos and Giovanni Montana}, title = {Estimating time-varying brain connectivity networks from functional {MRI} time series}, journal = {NeuroImage}, volume = {103}, pages = {427--443}, year = {2014}, url = {https://doi.org/10.1016/j.neuroimage.2014.07.033}, doi = {10.1016/J.NEUROIMAGE.2014.07.033}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/MontiHSLAM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/MinasM14, author = {Christopher Minas and Giovanni Montana}, title = {Distance-Based Analysis of Variance: Approximate Inference}, journal = {Stat. Anal. Data Min.}, volume = {7}, number = {6}, pages = {450--470}, year = {2014}, url = {https://doi.org/10.1002/sam.11227}, doi = {10.1002/SAM.11227}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/MinasM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/MinasCM13, author = {Christopher Minas and Edward W. J. Curry and Giovanni Montana}, title = {A distance-based test of association between paired heterogeneous genomic data}, journal = {Bioinform.}, volume = {29}, number = {20}, pages = {2555--2563}, year = {2013}, url = {https://doi.org/10.1093/bioinformatics/btt450}, doi = {10.1093/BIOINFORMATICS/BTT450}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/MinasCM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/0006GWM13, author = {Yue Wang and Wilson Wen Bin Goh and Limsoon Wong and Giovanni Montana}, title = {Random forests on Hadoop for genome-wide association studies of multivariate neuroimaging phenotypes}, journal = {{BMC} Bioinform.}, volume = {14}, number = {{S-16}}, pages = {S6}, year = {2013}, url = {https://doi.org/10.1186/1471-2105-14-S16-S6}, doi = {10.1186/1471-2105-14-S16-S6}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/0006GWM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbcb/CozziniJM13, author = {Alberto Cozzini and Ajay Jasra and Giovanni Montana}, title = {Model-Based Clustering with gene Ranking using penalized Mixtures of heavy-tailed Distributions}, journal = {J. Bioinform. Comput. Biol.}, volume = {11}, number = {3}, year = {2013}, url = {https://doi.org/10.1142/S0219720013410072}, doi = {10.1142/S0219720013410072}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbcb/CozziniJM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/VounouJWSTRM12, author = {Maria Vounou and Eva Janousov{\'{a}} and Robin Wolz and Jason L. Stein and Paul M. Thompson and Daniel Rueckert and Giovanni Montana}, title = {Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease}, journal = {NeuroImage}, volume = {60}, number = {1}, pages = {700--716}, year = {2012}, url = {https://doi.org/10.1016/j.neuroimage.2011.12.029}, doi = {10.1016/J.NEUROIMAGE.2011.12.029}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/VounouJWSTRM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/SilverJHTM12, author = {Matt Silver and Eva Janousov{\'{a}} and Xue Hua and Paul M. Thompson and Giovanni Montana}, title = {Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression}, journal = {NeuroImage}, volume = {63}, number = {3}, pages = {1681--1694}, year = {2012}, url = {https://doi.org/10.1016/j.neuroimage.2012.08.002}, doi = {10.1016/J.NEUROIMAGE.2012.08.002}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/SilverJHTM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/McWilliamsM12, author = {Brian McWilliams and Giovanni Montana}, title = {Multi-view predictive partitioning in high dimensions}, journal = {Stat. Anal. Data Min.}, volume = {5}, number = {4}, pages = {304--321}, year = {2012}, url = {https://doi.org/10.1002/sam.11144}, doi = {10.1002/SAM.11144}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/McWilliamsM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/BerkM12, author = {Maurice Berk and Giovanni Montana}, editor = {Jaakko Hollm{\'{e}}n and Frank Klawonn and Allan Tucker}, title = {A Skew-t-Normal Multi-level Reduced-Rank Functional {PCA} Model for the Analysis of Replicated Genomics Time Course Data}, booktitle = {Advances in Intelligent Data Analysis {XI} - 11th International Symposium, {IDA} 2012, Helsinki, Finland, October 25-27, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7619}, pages = {56--66}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-34156-4\_7}, doi = {10.1007/978-3-642-34156-4\_7}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/ida/BerkM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/BerkEM11, author = {Maurice Berk and Timothy M. D. Ebbels and Giovanni Montana}, title = {A statistical framework for biomarker discovery in metabolomic time course data}, journal = {Bioinform.}, volume = {27}, number = {14}, pages = {1979--1985}, year = {2011}, url = {https://doi.org/10.1093/bioinformatics/btr289}, doi = {10.1093/BIOINFORMATICS/BTR289}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/BerkEM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/MinasWM11, author = {Christopher Minas and Simon J. Waddell and Giovanni Montana}, title = {Distance-based differential analysis of gene curves}, journal = {Bioinform.}, volume = {27}, number = {22}, pages = {3135--3141}, year = {2011}, url = {https://doi.org/10.1093/bioinformatics/btr528}, doi = {10.1093/BIOINFORMATICS/BTR528}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/MinasWM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cms/Triantafyllopoulos11, author = {Kostas Triantafyllopoulos and Giovanni Montana}, title = {Dynamic modeling of mean-reverting spreads for statistical arbitrage}, journal = {Comput. Manag. Sci.}, volume = {8}, number = {1-2}, pages = {23--49}, year = {2011}, url = {https://doi.org/10.1007/s10287-009-0105-8}, doi = {10.1007/S10287-009-0105-8}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cms/Triantafyllopoulos11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/SilverMN11, author = {Matt Silver and Giovanni Montana and Thomas E. Nichols}, title = {False positives in neuroimaging genetics using voxel-based morphometry data}, journal = {NeuroImage}, volume = {54}, number = {2}, pages = {992--1000}, year = {2011}, url = {https://doi.org/10.1016/j.neuroimage.2010.08.049}, doi = {10.1016/J.NEUROIMAGE.2010.08.049}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/SilverMN11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/McWilliamsM11, author = {Brian McWilliams and Giovanni Montana}, editor = {Xue{-}wen Chen and Tharam S. Dillon and Hisao Ishibuchi and Jian Pei and Haixun Wang and M. Arif Wani}, title = {Predictive Subspace Clustering}, booktitle = {10th International Conference on Machine Learning and Applications and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 1: Main Conference}, pages = {247--252}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICMLA.2011.117}, doi = {10.1109/ICMLA.2011.117}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/McWilliamsM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miua/JanousovaVWGRM11, author = {Eva Janousov{\'{a}} and Maria Vounou and Robin Wolz and Katherine R. Gray and Daniel Rueckert and Giovanni Montana}, editor = {William R. Crum and Graeme P. Penney}, title = {Fast Brain-Wide Search of Highly Discriminative Regions in Medical Images: an Application to Alzheimers Disease}, booktitle = {Medical Image Understanding and Analysis - {MIUA} 2011. 15th Annual Conference, London, UK, July 14-15, 2011. Proceedings}, pages = {17--22}, publisher = {{BMVA}}, year = {2011}, timestamp = {Sun, 22 Feb 2015 17:39:54 +0100}, biburl = {https://dblp.org/rec/conf/miua/JanousovaVWGRM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/VounouNM10, author = {Maria Vounou and Thomas E. Nichols and Giovanni Montana}, title = {Discovering genetic associations with high-dimensional neuroimaging phenotypes: {A} sparse reduced-rank regression approach}, journal = {NeuroImage}, volume = {53}, number = {3}, pages = {1147--1159}, year = {2010}, url = {https://doi.org/10.1016/j.neuroimage.2010.07.002}, doi = {10.1016/J.NEUROIMAGE.2010.07.002}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/VounouNM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/McWilliamsM10, author = {Brian McWilliams and Giovanni Montana}, title = {Sparse partial least squares regression for on-line variable selection with multivariate data streams}, journal = {Stat. Anal. Data Min.}, volume = {3}, number = {3}, pages = {170--193}, year = {2010}, url = {https://doi.org/10.1002/sam.10074}, doi = {10.1002/SAM.10074}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/McWilliamsM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/MontanaTT09, author = {Giovanni Montana and Kostas Triantafyllopoulos and Theodoros Tsagaris}, title = {Flexible least squares for temporal data mining and statistical arbitrage}, journal = {Expert Syst. Appl.}, volume = {36}, number = {2}, pages = {2819--2830}, year = {2009}, url = {https://doi.org/10.1016/j.eswa.2008.01.062}, doi = {10.1016/J.ESWA.2008.01.062}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/MontanaTT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hais/MontanaP08, author = {Giovanni Montana and Francesco Parrella}, editor = {Emilio Corchado and Ajith Abraham and Witold Pedrycz}, title = {Learning to Trade with Incremental Support Vector Regression Experts}, booktitle = {Hybrid Artificial Intelligence Systems, Third International Workshop, {HAIS} 2008, Burgos, Spain, September 24-26, 2008. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5271}, pages = {591--598}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-87656-4\_73}, doi = {10.1007/978-3-540-87656-4\_73}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/hais/MontanaP08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/MontanaTT08, author = {Giovanni Montana and Kostas Triantafyllopoulos and Theodoros Tsagaris}, editor = {Roger L. Wainwright and Hisham Haddad}, title = {Data stream mining for market-neutral algorithmic trading}, booktitle = {Proceedings of the 2008 {ACM} Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008}, pages = {966--970}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1363686.1363910}, doi = {10.1145/1363686.1363910}, timestamp = {Tue, 06 Nov 2018 11:06:48 +0100}, biburl = {https://dblp.org/rec/conf/sac/MontanaTT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bib/MontanaH07, author = {Giovanni Montana and Clive J. Hoggart}, title = {Statistical software for gene mapping by admixture linkage disequilibrium}, journal = {Briefings Bioinform.}, volume = {8}, number = {6}, pages = {393--395}, year = {2007}, url = {https://doi.org/10.1093/bib/bbm035}, doi = {10.1093/BIB/BBM035}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bib/MontanaH07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bib/Montana06, author = {Giovanni Montana}, title = {Statistical methods in genetics}, journal = {Briefings Bioinform.}, volume = {7}, number = {3}, pages = {297--308}, year = {2006}, url = {https://doi.org/10.1093/bib/bbl028}, doi = {10.1093/BIB/BBL028}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bib/Montana06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/Montana05, author = {Giovanni Montana}, title = {HapSim: a simulation tool for generating haplotype data with pre-specified allele frequencies and {LD} coefficients}, journal = {Bioinform.}, volume = {21}, number = {23}, pages = {4309--4311}, year = {2005}, url = {https://doi.org/10.1093/bioinformatics/bti689}, doi = {10.1093/BIOINFORMATICS/BTI689}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/Montana05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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