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Machine learning algorithms

Developing interpretable machine learning-Shapley additive explanations model for unconfined compressive strength of cohesive soils stabilized with geopolymer

Anh Quan Ngo, Linh Quy Nguyen, Van Quan Tran

published 08 Jun 2023

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Machine learning application for predicting smoking cessation among US adults: An analysis of waves 1-3 of the PATH study

Mona Issabakhsh, Luz Maria Sánchez-Romero, Thuy T. T. Le, Alex C. Liber, Jiale Tan, Yameng Li, Rafael Meza, David Mendez, David T. Levy

published 08 Jun 2023

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Anomaly detection method for building energy consumption in multivariate time series based on graph attention mechanism

Zhe Zhang, Yuhao Chen, Huixue Wang, Qiming Fu, Jianping Chen, You Lu

published 08 Jun 2023

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An intelligent framework to measure the effects of COVID-19 on the mental health of medical staff

Muhammad Irfan, Ahmad Shaf, Tariq Ali, Maryam Zafar, Saifur Rahman, Meiaad Ali I. Hendi, Shatha Abduh M. Baeshen, Maryam Mohammed Mastoor Maghfouri, Hailah Saeed Mohammed Alahmari, Ftimah Ahmed Ibrahim Shahhar, Nujud Ahmed Ibrahim Shahhar, Amnah Sultan Halawi, Fatima Hussen Mahnashi, Samar M. Alqhtani, Bahran Taghreed Ali M.

published 08 Jun 2023

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Less is more: Efficient behavioral context recognition using Dissimilarity-Based Query Strategy

Atia Akram, Asma Ahmad Farhan, Amna Basharat

published 07 Jun 2023

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Compressed computations using wavelets for hidden Markov models with continuous observations

Luca Bello, John Wiedenhöft, Alexander Schliep

published 06 Jun 2023

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Enterprise marketing strategy using big data mining technology combined with XGBoost model in the new economic era

Huijun Chen

published 05 Jun 2023

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DORIS: Personalized course recommendation system based on deep learning

Yinping Ma, Rongbin Ouyang, Xinzheng Long, Zhitong Gao, Tianping Lai, Chun Fan

published 02 Jun 2023

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Improvement of predictive accuracies of functional outcomes after subacute stroke inpatient rehabilitation by machine learning models

Yuta Miyazaki, Michiyuki Kawakami, Kunitsugu Kondo, Masahiro Tsujikawa, Kaoru Honaga, Kanjiro Suzuki, Tetsuya Tsuji

published 26 May 2023

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Devising novel performance measures for assessing the behavior of multilayer perceptrons trained on regression tasks

Giuliano Armano, Andrea Manconi

published 18 May 2023

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Multi-region electricity demand prediction with ensemble deep neural networks

Muhammad Irfan, Ahmad Shaf, Tariq Ali, Mariam Zafar, Saifur Rahman, Salim Nasar Faraj Mursal, Faisal AlThobiani, Majid A. Almas, H. M. Attar, Nagi Abdussamiee

published 18 May 2023

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Actual evapotranspiration by machine learning and remote sensing without the thermal spectrum

Taiara Souza Costa, Roberto Filgueiras, Robson Argolo dos Santos, Fernando França da Cunha

published 11 May 2023

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Henry gas solubility optimization double machine learning classifier for neurosurgical patients

Diana T. Mosa, Amena Mahmoud, John Zaki, Shaymaa E. Sorour, Shaker El-Sappagh, Tamer Abuhmed

published 11 May 2023

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