The Influence of Shared Auditor’s Gender and Partner Background on M&A Decision-Making Behavior by Lin Du

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Strategies to alleviate flickering: Bayesian and smoothing methods for deep learning classification in video by Noah Miller, Glen Ryan Drumm, Lance Champagne, Bruce Cox, Trevor Bihl

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Stacked Ensemble Learning for Classification of Parkinson’s Disease Using Telemonitoring Vocal Features by Bolaji A. Omodunbi, David B. Olawade, Omosigho F. Awe, Afeez A. Soladoye, Nicholas Aderinto, Saak V. Ovsepian, Stergios Boussios

“…<b>Results:</b> The stacked ensemble learning model achieved realistic performance with a recording-wise accuracy of 84.7% and subject-wise accuracy of 77.8% on completely unseen subjects, outperforming individual classifiers including KNN (81.4%), RF (79.7%), and SVM (76.3%). …”
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Melanoma Skin Lesion Classification Using Neural Networks: A systematic review by ahmed hammo, Mohammed Younis

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Machine-Learning-Based Classification of Electronic Devices Using an IoT Smart Meter by Paulo Eugênio da Costa Filho, Leonardo Augusto de Aquino Marques, Israel da S. Felix de Lima, Ewerton Leandro de Sousa, Márcio Eduardo Kreutz, Augusto V. Neto, Eduardo Nogueira Cunha, Dario Vieira

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Two-stage DRG grouping of cerebral infarction based on comorbidity and complications classification by Siyu Zeng, Lele Li, Lele Li, Jialing Li, Xiaozhou He

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A machine learning framework for predicting healthcare utilization and risk factors by Yead Rahman, Prerna Dua

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Identification of Earthquake Precursors Origin and AI Framework for Automatic Classification for One of These Precursors by Ghada Ali, Lotfy Samy, Omar M. Saad, Ali G. Hafez, El-Sayed Hasaneen, Kamal AbdElrahman, Ibrahim Salah, Mohammed S. Fnais, Hamed Nofel, Ahmed M. Mohamed

“…The current study also introduces this automatic classification by developing various machine learning (ML) and Convolutional Neural Network (CNN) models to highlight the features characterizing each pattern. …”
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Deep Learning-Based, Multiclass Approach to Cancer Classification on Liquid Biopsy Data by Maksym A. Jopek, Krzysztof Pastuszak, Sebastian Cygert, Myron G. Best, Thomas Wurdinger, Jacek Jassem, Anna J. Zaczek, Anna Supernat

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Conceptual principles of formation and functioning of vertically integrated structures by V.A. Topilo, V.K. Danylko

“…The authors develop A classification model of vertically integrated structures, within which the following features of classification and groups of vertically integrated structures have been identified by: 1) origin of capital (national, foreign, mixed); 2) type (cartel, holding, trust; association; syndicate; conglomerate); 3) the degree of integration (full integration with the division into natural and integration through mergers; quasi-integration with the division into strategic alliances (alliances), joint ventures, ownership of assets, cross-ownership of shares; franchising; long-term contracts); 4) in the areas of integration (development of industrial relations; accumulation of financial resources; implementation of innovation and investment projects; development of trade cooperation). …”
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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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Machine Learning for Enhanced COPD Diagnosis: A Comparative Analysis of Classification Algorithms by Walaa H. Elashmawi, Adel Djellal, Alaa Sheta, Salim Surani, Sultan Aljahdali

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Using Machine Learning to Propose a Qualitative Classification of Risk of Soil Erosion by Dione Pereira Cardoso, Paulo Cesar Ossani, Marcelo Angelo Cirillo, Marx Leandro Naves Silva, Junior Cesar Avanzi

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Effects of shared decision-making oriented vocational training on the social function of patients with schizophrenia by Jiang Chunyan, Shuai Jiuhong, Deng Hongyuan, Zheng Junhua, Gou Chunfeng, Yang Xiaoli, Tong Deying, Feng Hao, Huang Xia, Gao Ru

“…Currently， the dominant vocational training model in China follows a paternalistic， clinician-led decision-making approach. …”
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Analyzing the Accuracy of Answer Sheet Data in Paper-based Test Using Decision Tree by Edy Suharto, Aris Puji Widodo, Suryono Suryono

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Lightweight ECG signal classification via linear law-based feature extraction by Péter Pósfay, Marcell T Kurbucz, Péter Kovács, Antal Jakovác

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An Experimental Comparison of Self-Adaptive Differential Evolution Algorithms to Induce Oblique Decision Trees by Rafael Rivera-López, Efrén Mezura-Montes, Juana Canul-Reich, Marco-Antonio Cruz-Chávez

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Intelligent gear decision method for vehicle automatic transmission system based on data mining by Yong Wang, Jianfeng Zeng, Pengfei Du, Huachao Xu

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Enhanced classification of tinnitus patients using EEG microstates and deep learning techniques by Zahra Raeisi, Abolfazl Sodagartojgi, Fahimeh Sharafkhani, Amirsadegh Roshanzamir, Hossein Najafzadeh, Omid Bashiri, Alireza Golkarieh

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Urban heat island classification through alternative normalized difference vegetation index by N. Chanpichaigosol, C. Chaichana, D. Rinchumphu

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