Alba Ordoñez

Deep learning methods for acoustic target classification 2025. Other presentation

Deep learning for marine acoustics: Leveraging data with strong, weak and no labels 2025. Lecture

Leveraging Data with Strong, Weak and No Labels in Marine Acoustics 2025. Poster

Alba Ordonez; Fredrik Andreas Dahl; Olav Brautaset; Line Eikvil; Unsupervised domain adaptation for breast cancer detection in a multi-scanner environment: A case-study from Norway 2025. Scientific lecture

Anders Ueland Waldeland; Theodor Johannes Line Forgaard; Alba Ordonez; David Wade; Aina Juell Bugge; A seismic foundation model for the Norwegian Continental Shelf 2025. Scientific lecture

Theodor Johannes Line Forgaard; Alba Ordonez; David Wade; Aina Juell Bugge; Anders Ueland Waldeland; Interactive Injectite Mapping with Minimal Training Data using Self-Supervised Learning 2025. Scientific lecture

Alba Ordonez; Anders U. Waldeland; Theodor Johannes Line Forgaard; Rotational invariance exploration for seismic CBIR 2024. Report

Amund Hansen Vedal; Alba Ordonez; Explaining a Mammogram Classifier using Concept Relevance Propagation (CRP) and Relevance Maximization (RelMax) 2024. Lecture

Alba Ordonez; Amund Hansen Vedal; Fredrik Andreas Dahl; Exploring Concept-Based Explainability in Breast Cancer Classification 2024. Report

Theodor Johannes Line Forgaard; Alba Ordonez; Anders Ueland Waldeland; David Wade; Celine Ravaut; Developing a foundation model for seismic data 2024. Poster

Theodor Johannes Line Forgaard; Alba Ordonez; Celine Ravaut; David Wade; Anders Ueland Waldeland; Training a seismic foundation model and using it for interactive labelling 2024. Scientific lecture

Theodor Johannes Line Forgaard; Alba Ordonez; Srishti Gautam; Anders Ueland Waldeland; Jarle Hamar Reksten; et al. Foundation Models for Earth Observation 2024. Scientific lecture

Theodor Johannes Line Forgaard; Alba Ordonez; Srishti Gautam; Anders U. Waldeland; Jarle Hamar Reksten; et al. EO Foundation Model. Foundation Models for Climate and Society. Deliverable D1.1 Milestone 1 2024. Report

Claudio Constantin Heinrich-Mertsching; Jens Christian Wahl; Alba Ordonez; Marita Stien; John Elvsborg; et al. Assessing present and future risk of water damage using building attributes, meteorology, and topography The Journal of the Royal Statistical Society, Series C (Applied Statistics), vol. 72, pp. 809 828 19 , (ISSN 0035-9254 1467-9876 ), doi: https://doi.org/10.1093/jrsssc/qlad043 , 2023. Scientific article

Alba Ordonez; Introduction of workshop on interpretability and reliability 2023. Scientific lecture

Alba Ordonez; Anders Ueland Waldeland; David Wade; Celine Ravaut; Update on seismic content-based image retrieval 2023. Scientific lecture

Alba Ordonez; Anders U. Waldeland; Searching for similar seismic structures using deep neural networks 2023. Report

Alba Ordonez; Anders Ueland Waldeland; David Wade; Celine Ravaut; Searching for Similar Seismic Structures Using Transformer-based Masked Autoencoders 2023. Poster

Alba Ordonez; Amund Hansen Vedal; Improving model understanding of cancer lesions via a challenging dataset 2023. Report

Arnt-Børre Salberg; Edward Fabian Meyer Bull; Alba Ordonez; Uncertainty in deep neural networks 2023. Scientific lecture

Alba Ordonez; Anders Ueland Waldeland; David Wade; Seismic analogy retrieval: preliminary study 2022. Poster

Alba Ordonez; Amund Hansen Vedal; Fredrik Andreas Dahl; Line Eikvil; Explainability and uncertainty for classification of mammograms 2022. Poster

Alba Ordonez; Learning motion of seismic structures without human labelling 2022. Report

Alba Ordonez; Marit Holden; Learning motion of seismic structures without human labelling 2022. Report

Automatic Fish Age Determination across Different Otolith Image Labs Using Domain Adaptation Fishes, vol. 7, pp. 1 16 , (ISSN 2410-3888 ), doi: https://doi.org/10.3390/fishes7020071 , 2022. Scientific article

Evaluation of echosounder data preparation strategies for modern machine learning models Fisheries Research, vol. 254, (ISSN 0165-7836 1872-6763 ), doi: https://doi.org/10.1016/j.fishres.2022.106411 , 2022. Scientific article

DeepOtolith v1.0: An Open-Source AI Platform for Automating Fish Age Reading from Otolith or Scale Images Fishes, vol. 7, (ISSN 2410-3888 ), doi: https://doi.org/10.3390/fishes7030121 , 2022. Scientific article

Dimitris V. Politikos; Nikolaos Sykiniotis; Georgios Petasis; Pavlos Dedousis; Alba Ordonez; et al. An online otolith age reader using deep neural networks: Perspectives and challenges 2022. Scientific lecture

Alba Ordonez; Amund Hansen Vedal; Evaluating Different Strategies for Domain Generalization in Mammogram Classifiers 2022. Report

Arnt Børre Salberg; Alba Ordonez; Making sense of AI models 2022. Lecture

Ingrid Utseth; Alba Ordonez; Line Eikvil; Olav Brautaset; Arnt Børre Salberg; et al. Improving marine acoustic target classification with context information 2022. Poster

Alba Ordonez; Improving marine acoustic target classification with spatial information 2022. Scientific lecture

Alba Ordonez; Providing interpretable solutions 2022. Scientific lecture

Anders Ueland Waldeland; Alba Ordonez; David Wade; Seismic analogy retrieval: preliminary study 2022. Scientific lecture

Nils Olav Handegard; Olav Brautaset; Changkyu Choi; Tomasz Furmanek; Arne Johan Hestnes; et al. Developing and deploying machine learning methods for acoustic data , 2022. Scientific lecture

Alba Ordonez; Deep Domain Adaptation Applied to Fish Age Prediction 2021. Lecture

Alba Ordonez; Amund Hansen Vedal; Explainability and uncertainty for classification of mammography images 2021. Report

Line Eikvil; Marit Holden; Alba Ordonez; Machine learning for image-based interpretation of non-verbal communication - Initial version 2021. Report

Fisheries acoustics and Acoustic Target Classification - Report from the COGMAR/CRIMAC workshop on machine learning methods in fisheries acoustics , 2021. Report

Alba Ordonez; Line Eikvil; Marit Holden; Learning motion of seismic structures without human labelling 2021. Scientific lecture

Line Eikvil; Marit Holden; Alba Ordonez; Machine learning for image-based interpretation of non-verbal communication 2021. Report

Alba Ordonez; Alf Harbitz; Bjarki Elvarsson; Line Eikvil; Arnt-Børre Salberg; Deep domain adaptation applied to automatic fish age prediction 2021. Scientific lecture

Ingrid Utseth; Alba Ordonez; Line Eikvil; Olav Brautaset; Arnt-Børre Salberg; et al. Improving marine acoustic target classification with context information 2021. Poster

Alba Ordonez; Ingrid Utseth; Line Eikvil; Nils Olav Handegard; Using model averaging ensembles in semantic segmentation of marine echosounder data for acoustic classification of species 2021. Scientific lecture

Explaining decisions of deep neural networks used for fish age prediction PLOS ONE, vol. 15, (ISSN 1932-6203 ), doi: https://doi.org/10.1371/journal.pone.0235013 , 2020. Scientific article

Jens Christian Wahl; Claudio Heinrich; Thordis Thorarinsdottir; Alba Ordonez; Øivind Due Trier; et al. Stedsbasert risiko for vannskader - fase 1: Vurdering av topografiske indekser 2020. Report

Alba Ordonez; Arnt-Børre Salberg; Making sense of deep CNNs for image recognition applications 2020. Scientific lecture

Alba Ordonez; Line Eikvil; Arnt Børre Salberg; Alf Harbitz; Understanding a Neural Network by Visualization: Application to Fish Age Prediction 2020. Poster

Line Eikvil; Alba Ordonez; Olav Brautaset; Feasibility study: Non-verbal communication interpreter - Image-based methodological approaches 2020. Report

Alba Ordonez; Line Eikvil; Arnt Børre Salberg; Visualization of deep neural networks applied to fish age prediction 2019. Report

Alba Ordonez; Walter Söllner; Tilman Klüver; Imaging the total wavefields by reflectivity estimation using amplitudenormalized wavefield decomposition: Field data example Geophysics, pp. S85 S97 , doi: https://doi.org/10.1190/GEO2016-0095.1 , 2017. Scientific article

Alba Ordonez; Walter Sollner; Tilman Kluver; Imaging the total wavefields by reflectivity inversion using amplitude-normalized wavefield decomposition: Field data example SEG technical program expanded abstracts, pp. 4260 4265 5 , doi: https://doi.org/10.1190/segam2016-13867751.1 , 2016. Scientific article

Alba Ordonez; Subsurface imaging using multiples from amplitude-normalized separated wavefields: Application to marine towed-streamer data 2016. Doctor dissertat

Alba Ordonez; Walter Sollner; T. Kluver; Leiv-J. Gelius; Subsurface reflectivity estimation from imaging of primaries and multiples using amplitude-normalized separated wavefields Geophysics, pp. S101 S117 , doi: https://doi.org/10.1190/GEO2015-0385.1 , 2016. Scientific article

Alba Ordonez; Walter Sollner; T. Kluver; Leiv-J. Gelius; Migration of primaries and multiples using an imaging condition for amplitude-normalized separated wavefields Geophysics, pp. S217 S230 , doi: https://doi.org/10.1190/GEO2013-0346.1 , 2014. Scientific article

Alba Ordonez; Walter Söllner; Amplitude normalized imaging condition for separated wavefields SEG Global Meeting Abstracts, pp. 1304 1308 , doi: https://doi.org/10.1190/sbgf2013-268 , 2013. Scientific article