Search Results

Data Poison Detection Schemes for Distributed Machine Learning

by Yijin Chen, Yuming Mao, Haoyang Liang, Shui Yu, Yunkai Wei, Supeng Leng
Published in IEEE Access (2020)

Efficient Privacy-Preserving Machine Learning for Blockchain Network

by Hyunil Kim, Seung-Hyun Kim, Jung Yeon Hwang, Changho Seo
Published in IEEE Access (2019)

Improving Spatial Coverage of Satellite Aerosol Classification Using a Random Forest Model

by Wonei Choi, Hanlim Lee, Daewon Kim, Serin Kim
Published in Remote Sensing (2021)

OceanNet: A principled neural operator-based digital twin for regional oceans

by Chattopadhyay, Ashesh, Gray, Michael, Wu, Tianning, Lowe, Anna B., He, Ruoying
Published 2023

Toward data-driven glare classification and prediction for marine megafauna survey

by Power, Joshua, Jacoby, Derek, Drouin, Marc-Antoine, Durand, Guillaume, Coady, Yvonne, Meng, Julian
Published 2023

Satellite–Derived Bathymetry in Shallow Waters: Evaluation of Gokturk-1 Satellite and a Novel Approach

by Emre Gülher, Ugur Alganci
Published in Remote Sensing (2023)

DAS-N2N: Machine learning Distributed Acoustic Sensing (DAS) signal denoising without clean data

by Lapins, Sacha, Butcher, Antony, Kendall, J. -Michael, Hudson, Thomas S., Stork, Anna L., Werner, Maximilian J., Gunning, Jemma, Brisbourne, Alex M.
Published 2023

A First Approach to Aerosol Classification Using Space-Borne Measurement Data: Machine Learning-Based Algorithm and Evaluation

by Wonei Choi, Hanlim Lee, Jeonghyeon Park
Published in Remote Sensing (2021)

Machine learning models coupled with empirical mode decomposition for simulating monthly and yearly streamflows: a case study of three watersheds in Ontario, Canada

by Peiman Parisouj, Changhyun Jun, Sayed M. Bateni, Essam Heggy, Shahab S. Band
Published in Engineering Applications of Computational Fluid Mechanics (2023)

Machine Learning Methods in Payment Card Fraud Detection

by Sinčák, Jan
Published 2023

Deep mutational learning predicts ACE2 binding and antibody escape to combinatorial mutations in the SARS-CoV-2 receptor-binding domain.

by Taft, Joseph M., Weber, Cédric R., Gao, Beichen, Ehling, Roy A., Han, Jiami, Frei, Lester, Metcalfe, Sean W., Overath, Max D., Yermanos, Alexander, Kelton, William, Reddy, Sai T.
Published in Cell (2022)

Unsupervised Classification of Acoustic Echoes from Two Krill Species in the Southern Ocean (Ross Sea)

by Fontana I., Giacalone G., Rizzo R., Barra M., Mangoni O., Bonanno A., Basilone G., Genovese S., Mazzola S., Lo Bosco G., Aronica S.
Published 2021

KAPITALNI REMONT AGREGATA "B" U HIDROELEKTRANI ĐALE

by Grubišić, Ante
Published 2020

Deep mutational learning predicts ACE2 binding and antibody escape to combinatorial mutations in the SARS-CoV-2 receptor-binding domain

by Taft, Joseph M., Weber, Close Cédric R., Gao, Beichen, Ehling, Roy A., Han, Jiami, Frei, Lester, Metcalfe, Sean W., Overath, Max D., Yermanos, Alexander, Kelton, William, Reddy, Sai T.
Published 2022

Suitability analysis of human activities over Antarctic ice shelves: an integrated assessment of natural conditions based on machine learning algorithms

by Bojin Yang, Shuang Liang, Huadong Guo, Xinwu Li, Mingyang Lv, Sebastián Marinsek, Zeyuan Li
Published in International Journal of Digital Earth (2023)

Deep mutational learning predicts ACE2 binding and antibody escape to combinatorial mutations in the SARS-CoV-2 receptor-binding domain ...

by Taft, Joseph M., Weber, Close Cédric R., Gao, Beichen, Ehling, Roy A., Han, Jiami, Frei, Lester, Metcalfe, Sean W., Overath, Max D., Yermanos, Alexander, Kelton, William, Reddy, Sai T.
Published 2022

Automatic Pair Construction for Contrastive Post-training ...

by Xu, Canwen, Rosset, Corby, Chau, Ethan C., Del Corro, Luciano, Mahajan, Shweti, McAuley, Julian, Neville, Jennifer, Awadallah, Ahmed Hassan, Rao, Nikhil
Published 2023

Modelling the Earth System - From Tipping Elements to Reconstructions

by Bochow, Nils
Published 2024

Soil nematode abundance and functional group composition at a global scale

by van den Hoogen, Johan, Geisen, Stefan, Routh, Devin, Ferris, Howard, Traunspurger, Walter, Wardle, David A., de Goede, Ron G.M., Adams, Byron J., Ahmad, Wasim, Andriuzzi, Walter S., Bardgett, Richard D., Bonkowski, Michael, Campos-Herrera, Raquel, Cares, Juvenil E., Caruso, Tancredi, de Brito Caixeta, Larissa, Chen, Xiaoyun, Costa, Sofia R., Creamer, Rachel, Mauro da Cunha Castro, José, Dam, Marie, Djigal, Djibril, Escuer, Miguel, Griffiths, Bryan S., Gutiérrez, Carmen, Hohberg, Karin, Kalinkina, Daria, Kardol, Paul, Kergunteuil, Alan, Korthals, Gerard, Krashevska, Valentyna, Kudrin, Alexey A., Li, Qi, Liang, Wenju, Magilton, Matthew, Marais, Mariette, Martín, José Antonio Rodríguez, Matveeva, Elizaveta, Mayad, El Hassan, Mulder, Christian, Mullin, Peter, Neilson, Roy, Nguyen, T. A.Duong, Nielsen, Uffe N., Okada, Hiroaki, Rius, Juan Emilio Palomares, Pan, Kaiwen, Peneva, Vlada, Pellissier, Loïc, Carlos Pereira da Silva, Julio, Pitteloud, Camille, Powers, Thomas O., Powers, Kirsten, Quist, Casper W., Rasmann, Sergio, Moreno, Sara Sánchez, Scheu, Stefan, Setälä, Heikki, Sushchuk, Anna, Tiunov, Alexei V., Trap, Jean, van der Putten, Wim, Vestergård, Mette, Villenave, Cecile, Waeyenberge, Lieven, Wall, Diana H., Wilschut, Rutger, Wright, Daniel G., Yang, Jiue in, Crowther, Thomas Ward
Published in Nature (2019)

Three Essays in Double/debiased Machine Learning and High-dimensional Econometrics

by Ma, Yukun
Published 2024