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Machine learning algorithms

Quantum simulation of Pauli channels and dynamical maps: Algorithm and implementation

Tomás Basile, Carlos Pineda

published 10 Apr 2024

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An improved method to detect arrhythmia using ensemble learning-based model in multi lead electrocardiogram (ECG)

Satria Mandala, Ardian Rizal, Adiwijaya, Siti Nurmaini, Sabilla Suci Amini, Gabriel Almayda Sudarisman, Yuan Wen Hau, Abdul Hanan Abdullah

published 09 Apr 2024

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Debris flow volume prediction model based on back propagation neural network optimized by improved whale optimization algorithm

Bo Ni, Li Li, Hanjie Lin, Yue Qiang, Hengbin Wu, Zhongxu Zhang, Yi Zhang

published 09 Apr 2024

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Ensemble effort estimation with metaheuristic hyperparameters and weight optimization for achieving accuracy

Anum Yasmin, Wasi Haider Butt, Ali Daud

published 04 Apr 2024

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Sentiment analysis using averaged weighted word vector features

Ali Erkan, Tunga Güngör

published 04 Apr 2024

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LAVRF: Sign language recognition via Lightweight Attentive VGG16 with Random Forest

Edmond Li Ren Ewe, Chin Poo Lee, Kian Ming Lim, Lee Chung Kwek, Ali Alqahtani

published 04 Apr 2024

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Predictive models for short-term load forecasting in the UK’s electrical grid

Yusuf A. Sha’aban

published 04 Apr 2024

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Data reduction for SVM training using density-based border identification

Mohammed Shalaby, Mohamed Farouk, Hatem A. Khater

published 03 Apr 2024

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Machine learning for differentiating lung squamous cell cancer from adenocarcinoma using Clinical-Metabolic characteristics and 18F-FDG PET/CT radiomics

Yalin Zhang, Huiling Liu, Cheng Chang, Yong Yin, Ruozheng Wang

published 03 Apr 2024

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Machine learning evaluation for identification of M-proteins in human serum

Alexandros Sopasakis, Maria Nilsson, Mattias Askenmo, Fredrik Nyholm, Lillemor Mattsson Hultén, Victoria Rotter Sopasakis

published 02 Apr 2024

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Predicting central choroidal thickness from colour fundus photographs using deep learning

Yusuke Arai, Hidenori Takahashi, Takuya Takayama, Siamak Yousefi, Hironobu Tampo, Takehiro Yamashita, Tetsuya Hasegawa, Tomohiro Ohgami, Shozo Sonoda, Yoshiaki Tanaka, Satoru Inoda, Shinichi Sakamoto, Hidetoshi Kawashima, Yasuo Yanagi

published 29 Mar 2024

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Prediction of digital transformation of manufacturing industry based on interpretable machine learning

Chen Zhu, Xue Liu, Dong Chen

published 29 Mar 2024

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A new automatic sugarcane seed cutting machine based on internet of things technology and RGB color sensor

Liu Yang, Loai S. Nasrat, Mohamed E. Badawy, Daniel Eutyche Mbadjoun Wapet, Manar A. Ourapi, Tamer M. El-Messery, Irina Aleksandrova, Mohamed Metwally Mahmoud, Mahmoud M. Hussein, Abdallah E. Elwakeel

published 28 Mar 2024

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