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A Scalable Bayesian Sampling Method Based on Stochastic Gradient Descent Isotropization
Franzese, Giulio, Milios, Dimitrios, Filippone, Maurizio, Michiardi, Pietro
Published in Entropy (Basel, Switzerland) (01.11.2021)
Published in Entropy (Basel, Switzerland) (01.11.2021)
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Journal Article
A Genetic algorithm aided hyper parameter optimization based ensemble model for respiratory disease prediction with Explainable AI
Kaur, Balraj Preet, Singh, Harpreet, Hans, Rahul, Sharma, Sanjeev Kumar, Sharma, Chetna, Hassan, Md. Mehedi
Published in PloS one (02.12.2024)
Published in PloS one (02.12.2024)
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Journal Article
Multi-agent Reinforcement Learning Aided Sampling Algorithms for a Class of Multiscale Inverse Problems
Chung, Eric, Leung, Wing Tat, Pun, Sai-Mang, Zhang, Zecheng
Published in Journal of scientific computing (01.08.2023)
Published in Journal of scientific computing (01.08.2023)
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Journal Article
Open science discovery of potent noncovalent SARS-CoV-2 main protease inhibitors
Published in Science (American Association for the Advancement of Science)
(10.11.2023)
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Journal Article
Enhanced Data Representation by Kernel Metric Learning for Dementia Diagnosis
Cárdenas-Peña, David, Collazos-Huertas, Diego, Castellanos-Dominguez, German
Published in Frontiers in neuroscience (26.07.2017)
Published in Frontiers in neuroscience (26.07.2017)
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Journal Article
Pneumonia Detection in Chest X-Ray Images by using Resnet-50 Deep Learning Algorithm
Kadali, Vasavi, Pudi, Bhavani Shankar, Shaik, Khaleel Ahmed, Janjam, Anuhya, Javvadi, Jagadeesh
Published in 2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS) (02.02.2023)
Published in 2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS) (02.02.2023)
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Conference Proceeding
Learning the “Whys”: Discovering design rationale using text mining — An algorithm perspective
Liang, Yan, Liu, Ying, Kwong, Chun Kit, Lee, Wing Bun
Published in Computer aided design (01.10.2012)
Published in Computer aided design (01.10.2012)
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Journal Article
Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease
Castillo-Barnes, Diego, Ramírez, Javier, Segovia, Fermín, Martínez-Murcia, Francisco J., Salas-Gonzalez, Diego, Górriz, Juan M.
Published in Frontiers in neuroinformatics (14.08.2018)
Published in Frontiers in neuroinformatics (14.08.2018)
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Journal Article
Hardware in the loop framework proposal for a semi-autonomous car architecture in a closed route environment
Curiel-Ramirez, Luis A., Ramirez-Mendoza, Ricardo A., Izquierdo-Reyes, Javier, Bustamante-Bello, M. Rogelio, Navarro-Tuch, Sergio A.
Published in International journal on interactive design and manufacturing (01.12.2019)
Published in International journal on interactive design and manufacturing (01.12.2019)
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Journal Article
Generative classification model for categorical data based on latent Gaussian process
Lv, Fengmao, Yang, Guowu, Zhu, William, Liu, Chuan
Published in Pattern recognition letters (01.06.2017)
Published in Pattern recognition letters (01.06.2017)
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Journal Article
Differentiation of relapsing-remitting and secondary progressive multiple sclerosis: a magnetic resonance spectroscopy study based on machine learning
Ekşi, Ziya, Çakiroğlu, Murat, Öz, Cemil, Aralaşmak, Ayse, Karadeli, Hasan Hüseyin, Özcan, Muhammed Emin
Published in Arquivos de neuro-psiquiatria (01.12.2020)
Published in Arquivos de neuro-psiquiatria (01.12.2020)
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Journal Article
Proposal and Investigation of a Distributed Learning Strategy for training of Neural Networks in Earth Observation Application Scenarios
Valente, Francesco, Lavacca, Francesco G., Fiori, Tiziana, Eramo, Vincenzo
Published in IEEE/IFIP Network Operations and Management Symposium (06.05.2024)
Published in IEEE/IFIP Network Operations and Management Symposium (06.05.2024)
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Conference Proceeding
Automatic computation of regions of interest by robust principal component analysis. Application to automatic dementia diagnosis
Lozano, Francisco, Ortiz, Andrés, Munilla, Jorge, Peinado, Alberto, Initiative, for the Alzheimer’s Disease Neuroimaging
Published in Knowledge-based systems (01.05.2017)
Published in Knowledge-based systems (01.05.2017)
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Journal Article
Comprehensive Performance Assessment of Deep Learning Models in Early Prediction and Risk Identification of Chronic Kidney Disease
Akter, Shamima, Habib, Ahsan, Islam, Md. Ashiqul, Hossen, Md. Sagar, Fahim, Wasik Ahmmed, Sarkar, Puza Rani, Ahmed, Manik
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article