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Publication search results
found 79 matches
- 2024
- Frederick Kistner, Justus Tulowietzki, Larissa Slaney, Sky K. Alibhai, Zoe C. Jewell, Burim Ramosaj, Markus Pauly:
Enhancing endangered species monitoring by lowering data entry requirements with imputation techniques as a preprocessing step for the footprint identification technology (FIT). Ecol. Informatics 82: 102676 (2024) - Kedong Yin, Hongbo Guo, Wendong Yang:
A novel real-time multi-step forecasting system with a three-stage data preprocessing strategy for containerized freight market. Expert Syst. Appl. 246: 123141 (2024) - Abdulaziz Altamimi, Fadwa M. Alrowais, Hanen Karamti, Muhammad Umer, Lucia Cascone, Imran Ashraf:
An improved skin lesion detection solution using multi-step preprocessing features and NASNet transfer learning model. Image Vis. Comput. 144: 104969 (2024) - 2023
- Aisha Ahmed AlArfaj, Abdulaziz Altamimi, Turki Aljrees, Shakila Basheer, Muhammad Umer, Md Abdus Samad, Shtwai Alsubai, Imran Ashraf:
Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection. IEEE Access 11: 132254-132267 (2023) - Roberto C. Sotero, Jose Miguel Sanchez Bornot, Iman Shaharabi-Farahani, Yasser Iturria-Medina:
Examining the Impact of fMRI Preprocessing Steps on Machine Learning-Based Classification of Autism Spectrum Disorder. ICMHI 2023: 19-24 - Mohammad Heydari, Ashkan Khalifeh:
A simple and efficient preprocessing step for convex hull problem. CoRR abs/2304.04196 (2023) - 2022
- Stéphane Cédric Koumétio Tékouabou, El Arbi Abdellaoui Alaoui, Imane Chabbar, Hamza Toulni, Walid Cherif, Hassan Silkan:
Optimizing the early glaucoma detection from visual fields by combining preprocessing techniques and ensemble classifier with selection strategies. Expert Syst. Appl. 189: 115975 (2022) - 2021
- Subhashree Subudhi, Ram Narayan Patro, Pradyut Kumar Biswal, Fabio Dell'Acqua:
A Survey on Superpixel Segmentation as a Preprocessing Step in Hyperspectral Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5015-5035 (2021) - Daniel Abler, Vincent Andrearczyk, Valentin Oreiller, Javier Barranco Garcia, Diem Vuong, Stephanie Tanadini-Lang, Matthias Guckenberger, Mauricio Reyes, Adrien Depeursinge:
Comparison of MR Preprocessing Strategies and Sequences for Radiomics-Based MGMT Prediction. BrainLes@MICCAI (2) 2021: 367-380 - 2020
- Patrick Calvano Kuchler, Agnès Bégué, Margareth Simões, Raffaele Gaetano, Damien Arvor, Rodrigo P. D. Ferraz:
Assessing the optimal preprocessing steps of MODIS time series to map cropping systems in Mato Grosso, Brazil. Int. J. Appl. Earth Obs. Geoinformation 92: 102150 (2020) - Athanasios Alexopoulos, Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Gerasimos Vonitsanos:
Two-Step Classification with SVD Preprocessing of Distributed Massive Datasets in Apache Spark. Algorithms 13(3): 71 (2020) - Stuart Oldham, Aurina Arnatkeviciute, Robert E. Smith, Jeggan Tiego, Mark A. Bellgrove, Alex Fornito:
The efficacy of different preprocessing steps in reducing motion-related confounds in diffusion MRI connectomics. NeuroImage 222: 117252 (2020) - Sara Monem Khorasani, Ghosheh Abed Hodtani, Mohammad Molavi Kakhki:
Decreasing Cramer-Rao lower bound by preprocessing steps. Signal Image Video Process. 14(4): 781-789 (2020) - Helena L. Crowell, Stéphane Chevrier, Andrea Jacobs, Sujana Sivapatham, Tumor Profiler consortium, Bernd Bodenmiller, Mark D. Robinson:
An R-based reproducible and user-friendly preprocessing pipeline for CyTOF data. F1000Research 9: 1263 (2020) - 2019
- Saqib Alam, Nianmin Yao:
The impact of preprocessing steps on the accuracy of machine learning algorithms in sentiment analysis. Comput. Math. Organ. Theory 25(3): 319-335 (2019) - Lina Zhou, Tariq Siddiqui, Stephen L. Seliger, Jacob B. Blumenthal, Yin Kang, Rebecca Doerfler, Jeffrey C. Fink:
Text preprocessing for improving hypoglycemia detection from clinical notes - A case study of patients with diabetes. Int. J. Medical Informatics 129: 374-380 (2019) - Luke Baxter, Sean P. Fitzgibbon, Fiona Moultrie, Sezgi Goksan, Mark Jenkinson, Stephen M. Smith, Jesper L. R. Andersson, Eugene P. Duff, Rebeccah Slater:
Optimising neonatal fMRI data analysis: Design and validation of an extended dHCP preprocessing pipeline to characterise noxious-evoked brain activity in infants. NeuroImage 186: 286-300 (2019) - Martin Nørgaard, Melanie Ganz, Claus Svarer, Vibe G. Frokjaer, Douglas N. Greve, Stephen C. Strother, Gitte Moos Knudsen:
Optimization of preprocessing strategies in Positron Emission Tomography (PET) neuroimaging: A [11C]DASB PET study. NeuroImage 199: 466-479 (2019) - Noah Stephens-Davidowitz:
A Time-Distance Trade-Off for GDD with Preprocessing - Instantiating the DLW Heuristic. CCC 2019: 11:1-11:8 - Farha Fatina Wahid, Raju G.:
An Efficient Preprocessing Step for Retinal Vessel Segmentation via Optic Nerve Head Exclusion. ICACDS (2) 2019: 228-239 - Nataliya Shakhovska, Solomiia Fedushko, Eugen Zasoba, Vladyslav Mykhaikyshyn, Mykhailo Osypov, Olena Vovk:
Architecture of the Platform for Big Data Preprocessing and Processing in Medical Sector. IREHI 2019: 98-110 - Harshit S. Parmar, Brian Nutter, L. Rodney Long, Sameer K. Antani, Sunanda Mitra:
Automated signal drift and global fluctuation removal from 4D fMRI data based on principal component analysis as a major preprocessing step for fMRI data analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109531E - Martin Nørgaard, Brice Ozenne, Claus Svarer, Vibe G. Frokjaer, Martin Schain, Stephen C. Strother, Melanie Ganz:
Preprocessing, Prediction and Significance: Framework and Application to Brain Imaging. MICCAI (4) 2019: 196-204 - Sanja Stajner, Maja Popovic:
Automated Text Simplification as a Preprocessing Step for Machine Translation into an Under-resourced Language. RANLP 2019: 1141-1150 - Noah Stephens-Davidowitz:
A time-distance trade-off for GDD with preprocessing - Instantiating the DLW heuristic. CoRR abs/1902.08340 (2019) - Steven Herbert, Sathyawageeswar Subramanian:
Spectral sparsification of matrix inputs as a preprocessing step for quantum algorithms. CoRR abs/1910.02861 (2019) - 2018
- Gaurav Srivastava, Alok Singh:
Boosting an evolution strategy with a preprocessing step: application to group scheduling problem in directional sensor networks. Appl. Intell. 48(12): 4760-4774 (2018) - Fatma Gargouri, Fathi Kallel, Sebastien Delphine, Ahmed Ben Hamida, Stéphane Lehéricy, Romain Valabrègue:
The Influence of Preprocessing Steps on Graph Theory Measures Derived from Resting State fMRI. Frontiers Comput. Neurosci. 12: 8 (2018) - Katarzyna Borowska, Jaroslaw Stepaniuk:
Granular Computing and Parameters Tuning in Imbalanced Data Preprocessing. CISIM 2018: 233-245 - Theodoros Iliou, Georgia Konstantopoulou, Ioannis M. Stephanakis, Konstantinos Anastasopoulos, Dimitrios K. Lymberopoulos, George C. Anastassopoulos:
Iliou Machine Learning Data Preprocessing Method for Stress Level Prediction. AIAI 2018: 351-361
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