Noise Reduction in CWRU Data Using DAE and Classification with ViT by Jun-gyo Jang, Soon-sup Lee, Se-yun Hwang, Jae-chul Lee

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Quantifying global energy resilience and its carbon reduction effect: The role of technological innovation by Ruquan Lu, Xiaomeng Zhao, Guixian Liu

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Swarm intelligence based classification rule induction (CRI) framework for qualitative and quantitative approach: An application of bankruptcy prediction and credit risk analysis by J. Uthayakumar, T. Vengattaraman, P. Dhavachelvan

“…Developing an effective classification rule induction (CRI) framework for bankruptcy prediction and credit risk analysis in appropriate time is essential to prevent the business communities from being bankrupt. …”
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Trust in Science in Light of the Role of Values in Science by Faik Kurtulmuş

“…The philosophy of science has recently highlighted the ineliminable role of social and ethical values in scientific reasoning, which poses challenges for ensuring trust in science. …”
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The Impact of Managerial Overconfidence on Expenses Classification Shifting: The Moderating Role of Comparability of Financial Statements by Farshid Riahi Dorcheh, Iraj Torabi

“…The purpose of the present study is to investigate the impact of managerial overconfidence on expense classification shifting based on the moderating role of the comparability of financial statements. …”
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Low-Complexity Microclimate Classification in Smart Greenhouses: A Fuzzy-Neural Approach by Cristian Bua, Francesco Fiorini, Michele Pagano, Davide Adami, Stefano Giordano

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Diagnostic Predictors of Recovery Outcomes Following Open Reduction and Internal Fixation for Tibial Plateau Fractures: A Retrospective Study Based on the Schatzker Classification by Carlo Biz, Carla Stecco, Samuele Perissinotto, Xiaoxiao Zhao, Raffaele Ierardi, Luca Puce, Filippo Migliorini, Nicola Luigi Bragazzi, Pietro Ruggieri

“…This study examines the role of diagnostic predictors in differentiating recovery trajectories in two groups of patients treated for closed TPFs by open reduction and internal fixation (ORIF), comparing patients with less severe fractures and patients with more severe fractures (BCFs). …”
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Joint feature selection and classification of low-resolution satellite images using the SAT-6 dataset by Rajalaxmi Padhy, Sanjit Kumar Dash, Jibitesh Mishra

“…The extracted information also plays a crucial role in national security and the mapping of geographical locations. …”
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Quantifying Shape and Texture Biases for Enhancing Transfer Learning in Convolutional Neural Networks by Akinori Iwata, Masahiro Okuda

“…Our findings underscore the critical role of bias adjustment in CNN design, contributing to developing more efficient and effective image classification models.…”
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Timeseries Fault Classification in Power Transmission Lines by Non-Intrusive Feature Extraction and Selection Using Supervised Machine Learning by Rab Nawaz, Hani A. Albalawi, Syed Basit Ali Bukhari, Khawaja Khalid Mehmood, Muhammad Sajid

“…This paper presents a supervised machine learning approach using eight popular classifiers for fault classification in power transmission lines. The classification of faults, indicated by the behavior of the electrical signals associated with them, plays a pivotal role in maintaining the reliability, stability, and security of electrical grids. …”
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Classifications of peripheral retinal dystrophies by O.M. Stanishevskaya, M.A. Glock, M.A. Safronova, A.I. Belyaeva, D.V. Chernykh

“…Retinal detachment is a severe pathology leading to a significant reduction or loss of vision. Peripheral retinal dystrophies play a leading role in the development of retinal detachment. …”
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Machine Learning-Based Acoustic Analysis of Stingless Bee (<i>Heterotrigona itama</i>) Alarm Signals During Intruder Events by Ashan Milinda Bandara Ratnayake, Hartini Mohd Yasin, Abdul Ghani Naim, Rahayu Sukmaria Sukri, Norhayati Ahmad, Nurul Hazlina Zaini, Soon Boon Yu, Mohammad Amiruddin Ruslan, Pg Emeroylariffion Abas

“…Guard bees play a critical role in colony defense, exhibiting the ability to discriminate between nestmates and non-nestmates and employing strategies such as pheromone release, buzzing, hissing, and vibrations to alert and recruit hive mates during intrusions. …”
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Polysemes and Synonyms (wujūh and naẓāᵓir) in Hanbali Legal Terminology: An Inductive Analysis of Kashshāf al-Qināᶜ by Abdulrahman Khalid Alsaadi

“… Objectives: This research contributes to the Hanbali legal corpus an expert study of the methodology of “wujūh and naẓāᵓir” (the lexical classification of polysemous and synonymous expressions). …”
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Enhanced Category-Feature Association Measure by Soran S. Badawi, Ari M. Saeed, Sara A. Ahmed, Diyari A. Hassan

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Multi-Signal Induction Motor Broken Rotor Bar Detection Based on Merged Convolutional Neural Network by Tianyi Wang, Shiguang Wen, Shaotong Sheng, Huimin Ma

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Improving Voice Spoofing Detection Through Extensive Analysis of Multicepstral Feature Reduction by Leonardo Mendes de Souza, Rodrigo Capobianco Guido, Rodrigo Colnago Contreras, Monique Simplicio Viana, Marcelo Adriano dos Santos Bongarti

“…Voice biometric systems play a critical role in numerous security applications, including electronic device authentication, banking transaction verification, and confidential communications. …”
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Enhanced Medical Image Classification Using LSA and PCA in CNN by Suhaifa S Thasneem, Mukthar Hussain S Faizal, R Karthikeyan, Yousuf T Sheik, Begum B Rasina, Uveise S A Mohammed

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Transformer-based ECG classification for early detection of cardiac arrhythmias by Sunnia Ikram, Amna Ikram, Harvinder Singh, Malik Daler Ali Awan, Sajid Naveed, Isabel De la Torre Díez, Henry Fabian Gongora, Thania Candelaria Chio Montero

“…Electrocardiogram (ECG) classification plays a critical role in early detection and trocardiogram (ECG) classification plays a critical role in early detection and monitoring cardiovascular diseases. …”
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Medical image classification by incorporating clinical variables and learned features by Jiahui Liu, Xiaohao Cai, Mahesan Niranjan

“…Medical image classification plays an important role in medical imaging. …”
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Correlation between postprandial hypotension and post-induction hypotension in the elderly: a protocol for a prospective cohort study by Li Xu, Lu Che, Quexuan Cui, Han Zang, Tianchun Li

“…Introduction Post-induction hypotension (PIH) is particularly common in elderly patients undergoing general anaesthesia and is associated with severe postoperative complications. …”
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