Exchange rate predictability: Multi-State Markov-Switching model and trend with controlled smoothness by Alejandro Islas Camargo, Juan A. Zumaya Galván

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Enhanced Fall Detection and Prediction Using Heterogeneous Hidden Markov Models in Indoor Environment by Oumaima Guendoul, Hamd Ait Abdelali, Youness Tabii, Rachid Oulad Haj Thami, Omar Bourja

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A Detailed Review for Predicting the Quantity of Sugar From Sugarcane Using Various Models by Kathirvel Narayanasamy, Ilayaraja Venkatachalam

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Hydraulic permeability prediction from attenuation in an oil well using the squirt flow model by Joseline Mena-Negrete, Raúl Del Valle García, Enrique Coconi-Morales

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Default Prediction Using the Cox Regression Model and Macroeconomic Conditions – A Lifetime Perspective by Aneta Ptak-Chmielewska, Juan Pablo Espinosa Gonzalez

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The normalization model predicts responses in the human visual cortex during object-based attention by Narges Doostani, Gholam-Ali Hossein-Zadeh, Maryam Vaziri-Pashkam

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Design of an Early Prediction Model for Parkinson’s Disease Using Machine Learning by K. Velu, N. Jaisankar

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Fault Prediction Of Pharmaceutical Air Compressor Using The Intelligent Model Based On The Bayesian Network by Mohamed AMRANI, Djamel BENAZZOUZ

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Explainable Climate-Based Time Series Modeling for Predicting Chemical Compositions in Tobacco Leaves by Hong He, Yunwei Zhang, Bin Li, Chengjin Tao

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Stacked ensemble model for accurate crop yield prediction using machine learning techniques by Ramesh V, Kumaresan P

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Residual Life Prediction of Pneumatic Control Valves Based on Trans-TCN-GRU Modeling by Guoning Li, Jinjin Chen, Yongting Tao, Anxu Li, Xinwang Zhang

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A Cross-Project Defect Prediction Model Based on Deep Learning With Self-Attention by Wanzhi Wen, Ruinian Zhang, Chuyue Wang, Chenqiang Shen, Meng Yu, Suchuan Zhang, Xinxin Gao

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Deep learning model optimization for crop prediction and recommendation using Harris Hawks optimization by P Latha, Kumaresan P

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Prediction of Remaining Useful Life of Operating Mechanism Driven by Deep Feature in Classification Model by Xilei Dong, Fuping Zhang, Yunyang Ye, Huan Zhang

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A Comparative Analysis of Deep Learning Models for Prediction of Microsatellite Instability in Colorectal Cancer by Ziynet Pamuk, Hüseyin Erikçi

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Evaluation of multiple machine learning models predicting the results of hybrid imaging in primary hyperparathyroidism by Anna Drynda, Jacek Podlewski, Karolina Kucharczyk, Grzegorz Sokołowski, Anna Sowa-Staszczak, Alicja Hubalewska-Dydejczyk, Małgorzata Trofimiuk- Müldner

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Correction: Time series models for prediction of leptospirosis in different climate zones in Sri Lanka. by PLOS ONE Staff

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Predicting the distribution of Ixodes ricinus in Europe: integrating microclimatic factors into ecological niche models by Arda Cem Kuyucu, Olcay Hekimoglu, Ala Tabor

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A Hybrid Network Analysis and Machine Learning Model for Enhanced Financial Distress Prediction by Saba Taheri Kadkhoda, Babak Amiri

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Dropout Prediction Model for College Students in MOOCs Based on Weighted Multi-feature and SVM by Zhang Yujiao, Ang Ling Weay, Shi Shaomin, Sellappan Palaniappan

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