machine learning
Publications for keyword "machine learning"
2023
| , , , , , , , , and , Breast cancer survival analysis agents for clinical decision support (2023), in: Computer Methods and Programs in Biomedicine, 231(107373) |
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| , , , , , and , Decentralized semantic provision of personal health streams (2023), in: Journal of Web Semantics, 76(100774) |
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| , On the Limit Performance of Floating Gossip (2023), in: IEEE INFOCOM 2023 |
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2022
| , and , An Evaluation of the Generalization Capabilities of Machine Learning Models for Vine Line Detection, 2022 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), Gold Coast, Australia, pages 1-6, IEEE, 2022 |
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2021
| , and , A data augmentation methodology for machine learning modelling of distribution power grid: Application on optimal storage sizing and control (2021), in: CIRED 2021(5) |
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| , and , Improved Line Detection in Images using Neural Networks and DTE Subclassifiers, in: 2021 9th European Workshop on Visual Information Processing (EUVIP), IEEE, Paris, France, pages 1-6, IEEE, 2021 |
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| , , , , and , Sharpening Local Interpretable Model-agnostic Explanations for Histopathology: Improved Understandability and Reliability, in: MICCAI 2021, Springer, 2021 |
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| , , and , To Pay or Not to Pay Attention: Classifying and Interpreting Visual Selective Attention Frequency Features, 2021 |
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2020
| , and , Atman: Intelligent information gap detection for learning organizations: First steps toward computational collective intelligence for decision making (2020), in: JISIB Journal of Intelligence Studies in Business, 10:2(26-31) |
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| , and , Towards Retraining of Machine Learning Algorithms: An Efficiency Analysis Applied to Smart Agriculture, in: 2020 Global Internet of Things Summit (GIoTS), Dublin, Ireland, pages 1-6, IEEE, 2020 |
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2019
| , , , , , , and , Building a Crowdsourcing based Disabled Pedestrian Level of Service routing applicationusing Computer Vision and Machine Learning, in: the 16th Conference of IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, USA, pages 1-5, IEEE, 2019 |
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| , , and , Creating Task-Generic Features for Fake News Detection, in: Proceedings of the 53nd Annual Hawaii International Conference on System Sciences (HICSS 2019), Maui, USA, 2019 |
| , , and , Detection of Satiric News on Social Media: Analysis of the Phenomenon with a French Dataset, in: The 28th International Conference on Computer Communications and Networks (ICCCN 2019), Valencia, Spain, IEEE, 2019 |
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| and , High Precision Agriculture: An Application Of Improved Machine-Learning Algorithms, Bern, Switzerland, pages 103-108, IEEE 2019 6th Swiss Conference on Data Science (SDS), 2019 |
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| and , Strategies for Runtime Prediction and Mathematical Solvers Tuning, in: Proceedings of the 11th International Conference on Agents and Artificial Intelligence (ICAART 2019), 2019 |
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2018
| , and , A Deep Learning Mechanism for Efficient Information Dissemination in Vehicular Floating Content (2018), in: arXiv |
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| and , Improved Machine Learning Methodology for High Precision Agriculture, Bilbao, Spain, Inproceedings of the 2018 Global Internet of Things Summit (GIoTS), 2018 |
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| , , , and , Improving wind power prediction with retraining machine learning algorithms, 2018 International Workshop on Big Data and Information Security (IWBIS), Jakarta, Indonesia, Indonesia, pages 43-48, IEEE, 2018 |
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| , and , Solver Tuning and Model Configuration, in: Proceedings of the 41st German Conference on Artificial Intelligence (KI 2018), Berlin, pages 141 -- 154, Springer, Cham, 2018 |
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2017
| , , , , and , Glaucoma Prognostication Platform, Applied Machine Learning Days 2017, EPFL, Lausanne, Switzerland, 2017 |
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, Machine Learning in Med Tech, 2017
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| , , , , and , Named Entity Recognition in Functional Neuroimaging Literature, 2017 |
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2016
| , , and , Intérêt de la simulation paysagère en modélisation géoprospective, SAGEO 2016, 2016 |
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2014
, , , , and , Proceedings of the International Workshop on Medical Computer Vision (MCV), Springer, LNCS, 2014
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2010
| , , , and , Asymmetric margin support vector machines for lung tissue classification, in: IEEE International Joint Conference on Neural Networks (IJCNN), Barcelona, Spain, pages 1--8, 2010 |
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| , , and , Channel Detectors for System Fusion in the Context of NIST LRE 2009, in: Interspeech'2010, Makuhari (Japan), 2010 |
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, , , , , , and , Comparative Performance Analysis of State-of-the-Art Classification Algorithms Applied to Lung Tissue Categorization (2010), in: Journal of Digital Imaging, 23:1(18-30)
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| , , , and , Comparison of Global and Cascading Recognition Systems Applied to Multi-font Arabic Text, in: 10th ACM Symposium on Document Engineering (DocEng2010), Manchester (United Kingdom), pages 161-164, 2010 |
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| , , and , Coping with Two Different Transmission Channels in Language Recognition, in: Odyssey 2010, The Speaker and Language Recognition Workshop, Brno, Czech Republic, pages 230-237, 2010 |
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| , , , and , Gaussian Mixture Models for Arabic Font Recognition, in: 20th International Conference on Pattern Recognition (ICPR 2010), pages 2174-2177, 2010 |
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| , , , and , Impact of Character Models Choice on Arabic Text Recognition Performance, in: 12th International Conference on Frontiers in Handwriting Recognition (ICFHR 2010), Kolkata (India), 2010 |
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| , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB) (2010), in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(1097-1111) |
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2009
| , , , and , Labeled Images Verification Using Gaussian Mixture Models, in: 24th Annual ACM Symposium on Applied Computing (ACM SAC 09), Honolulu, USA, March 8 - 12, pages 1331--1336, 2009 |
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| , , , and , Nosocomial Infection Case Reporting using Fisher's Linear Discriminant Algorithm, in: HEALTHINF 2009, pages 317-322, 2009 |
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2008
| , , , , , , and , A classification framework for lung tissue categorization, in: SPIE Medical Imaging, pages 69190C-69190C-12, 2008 |
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| , , , , and , Clinical information system for advanced cerebral aneurysm management, in: Swiss Conference on Medical Informatics, 2008 |
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| , , , , and , How clinical information systems can support life science research (2008), in: Swiss Medical Informatics, 64(21-24) |
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| , , , , and , Minimal Set of Attributes Required to Report Hospital-Acquired Infection Cases, in: IDAMAP 2008 - Workshop on Intelligent Data Analysis in Biomedicine and Pharmacology, Washington DC, pages 23-28, 2008 |
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| , , , , , , , , , and , Some Results from the BioSecure Talking-Face Evaluation Campaign, in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, Nevada, USA, 30/03/08-04/04/08, pages 4137-4140, IEEE, 2008 |
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| , Speaker Verification, in: Biometrics And Human Identity, Grada, 2008 |
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