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Machine learning algorithms

Decoding basic emotional states through integration of an fNIRS-based brain–computer interface with supervised learning algorithms

Ayşenur Eser, Sinem Burcu Erdoğan

published 14 Jul 2025

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Modelling key ecological factors influencing the distribution and content of silymarin antioxidant in Silybum marianum L.

Mahboobe Hojati, Ruhollah Naderi, Mohsen Edalat, Hamid Reza Pourghasemi

published 11 Jul 2025

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Ensemble machine learning prediction model for clinical refraction using partial interferometry measurements in childhood

Sa Ra Kim, Dong Hyun Kang, Gon Soo Choe, Dae Hee Kim

published 10 Jul 2025

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Interfered feature elimination coupled with feature group selection for wound infection detection by electronic nose

Jia Liu, Jinglei Zhang, Shaoqi Zhang, Kaiwei Li, Xiang Li, Shuo Zhang, Hang Gu, Zhen Chen, Chao Liu, Nan Zhang, Tong Sun

published 10 Jul 2025

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Classification of commercial districts based on predicting the survival rate of food service market in Seoul

DongHyeon Lee, Jaekyung Lee, ManSu Kang, SangHyun Cheon

published 10 Jul 2025

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LSTM-based prediction method for shape error of steel truss during incremental launching construction

Zhe Hu, Hao Chen, Chunguang Dong, Qinhe Li, Ronghui Wang

published 10 Jul 2025

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A comparative study of drones path planning and bezier curve optimization based on multi-strategy search algorithm

Ganbin Xu

published 09 Jul 2025

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Rationale and study protocol of the MAMELI Cohort study (Mapping the Methylation of repetitive elements to track the Exposome effects on health: the city of Legnano as a Living lab)

Valentina Bollati, Federica Rota, Laura Dioni, Chiara Favero, Simona Iodice, Marta Gallazzi, Andrea Spinazzè, Giacomo Fanti, Davide Campagnolo, Tiago Nardi, Davide Biganzoli, Eva Dariol, Rachele Matsagani, Mirjam Hoxha, Paola Monti, Benedetta Albetti, Letizia Tarantini, Davide Barbuto, Ester Luconi, Giuseppe Marano, Giacomo Biganzoli, Roberta Biciuffi, Patrizia Boracchi, Domenico M. Cavallo, Pilar M. Guerrieri, Fabio Mosca, Stefano Gustincich, Giovanni Sanesi, Luca Ferrari, Michele Carugno, Silvia Fustinoni, Angela Cecilia Pesatori, Luca Pandolfini, Michele Miragoli, Andrea Cattaneo, Elia Biganzoli

published 09 Jul 2025

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Edges are all you need: Potential of medical time series analysis on complete blood count data with graph neural networks

Daniel Walke, Daniel Steinbach, Sebastian Gibb, Thorsten Kaiser, Gunter Saake, Paul C. Ahrens, David Broneske, Robert Heyer

published 08 Jul 2025

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Enhancing diabetes risk prediction through focal active learning and machine learning models

Wangyouchen Zhang, Zhenhua Xia, Guoqing Cai, Junhao Wang, Xutao Dong

published 08 Jul 2025

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Application effect of short-term traffic flow prediction method based on CNNBLSTM algorithm

Guozhu Sui, Meixia Song, Ke Bian, Mingzhen Zhang, Xiaogang Zhang, Yiru Wang

published 07 Jul 2025

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Applying a GM (1, 1)-BPNN to predict pavement Rutting Depth Index in hot and humid region: A case study in Guangdong, China

Guodong Zeng, Yixi Hu, Hao Li, Yonghong Yang, Xuancang Wang

published 03 Jul 2025

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Relaxation-assisted reverse annealing on nonnegative/binary matrix factorization

Renichiro Haba, Masayuki Ohzeki, Kazuyuki Tanaka

published 03 Jul 2025

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