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Machine learning

Machine learning-guided identification and simulation-based validation of potent JAK3 inhibitors for cancer therapy

Hailang Wei, Qingyun Wang

R²GDN: RepGhost based residual dense network for image super-resolution

Tianyu Li, Xiaoshi Jin, [ ... ], Yangfan Rao

Phase II monitoring of process variability in multichannel profiles

Zahra Jalilibal, Amirhossein Amiri, Orod Ahmadi

Precise energy modeling and green retrofitting optimization of existing buildings based on BIM and deep learning approaches

Xiyang Ge, Sharifah Akmam Syed Zakaria, Chenyu Wang, Meng Zhu

DynamicSeq2SeqXGB for PM_2.5 imputation in extremely sparse environmental monitoring networks

Ruslan Safarov, Zhanat Shomanova, [ ... ], Emin Atasoy

ETHIAD: A novel explainable model for detecting illicit accounts on Ethereum

Jiarong Lu, Bin Liao, Yi Liu, Kutorzi Edwin Yao

Statistical approaches for service delivery differentials as assessed through a composite indicator: Application to Ugandan local governments

Hillary Muhanguzi, Francesca Bassi, Yeko Mwanga, James Wokadala

M-polynomial driven machine learning models for predicting physicochemical properties of antibiotics

Xin Li, Masoud Ghods, Negar Kheirkhahan, Jana Shafi

WACSAW: An adaptive, statistical method to classify movement into sleep and wakefulness states

Austin Vandegriffe, V.A. Samaranayake, Matthew S. Thimgan

Data-driven prediction of future purchase behavior in cross-border e-commerce using sequence modeling with PSO-tuned LSTM

Yang Yang

Improved predictive formulae for wave overtopping at sloped breakwaters using interpretable machine learning models

M. A. Habib, S. Abolfathi, J. J. O’Sullivan, M. Salauddin

MBCS: A few-shot intent detection model for manual inspection records

Mengjie Liao, Yixin Wang, [ ... ], Zhenlong Wan

Hybrid quantum neural network models for fruit quality assessment

Danish ul Khairi, Kamran Ahsan, [ ... ], Muhammad Shahid Anwar

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