Cargando…

Improve hot region prediction by analyzing different machine learning algorithms

BACKGROUND: In the process of designing drugs and proteins, it is crucial to recognize hot regions in protein–protein interactions. Each hot region of protein–protein interaction is composed of at least three hot spots, which play an important role in binding. However, it takes time and labor force...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hu, Jing, Zhou, Longwei, Li, Bo, Zhang, Xiaolong, Chen, Nansheng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543831/ https://www.ncbi.nlm.nih.gov/pubmed/34696728 http://dx.doi.org/10.1186/s12859-021-04420-0

Ejemplares similares

Analyzing the regional economic changes in a high-tech industrial development zone using machine learning algorithms
por: Du, ErLe, et al.
Publicado: (2021)

Retraction: Analyzing the regional economic changes in a high-tech industrial development zone using machine learning algorithms
Publicado: (2023)

Comparing different supervised machine learning algorithms for disease prediction
por: Uddin, Shahadat, et al.
Publicado: (2019)

Assessment and Evaluation of Different Machine Learning Algorithms for Predicting Student Performance
por: Alsariera, Yazan A., et al.
Publicado: (2022)

Improved Risk Prediction Following Surgery Using Machine Learning Algorithms
por: Ehlers, Anne P., et al.
Publicado: (2017)

Machine Learning Photovoltaic String Analyzer
por: Rodrigues, Sandy, et al.
Publicado: (2020)

Machine learning with R cookbook: analyze data and build predictive models
por: Bhatia, AshishSingh, et al.
Publicado: (2017)

Analyzing and predicting the risk of death in stroke patients using machine learning
por: Zhu, Enzhao, et al.
Publicado: (2023)

Improving the performance of machine learning algorithms for health outcomes predictions in multicentric cohorts
por: Wichmann, Roberta Moreira, et al.
Publicado: (2023)

HotRegion: a database of predicted hot spot clusters
por: Cukuroglu, Engin, et al.
Publicado: (2012)

Machine learning algorithms for datasets popularity prediction
por: Kancys, Kipras
Publicado: (2016)

Machine learning to analyze the factors influencing myopia in students of different school periods
por: Tong, Hao-Jie, et al.
Publicado: (2023)

Improved base calling for the Illumina Genome Analyzer using machine learning strategies
por: Kircher, Martin, et al.
Publicado: (2009)

Machine learning algorithms: popular algorithms for data science and machine learning
por: Bonaccorso, Giuseppe
Publicado: (2018)

CooVar: Co-occurring variant analyzer
por: Vergara, Ismael A, et al.
Publicado: (2012)

Analyzing collective motion with machine learning and topology
por: Bhaskar, Dhananjay, et al.
Publicado: (2019)

Prediction of Mortality in Geriatric Traumatic Brain Injury Patients Using Machine Learning Algorithms
por: Wang, Ruoran, et al.
Publicado: (2023)

Comparison of Ruptured Intracranial Aneurysms Identification Using Different Machine Learning Algorithms and Radiomics
por: Yang, Beisheng, et al.
Publicado: (2023)

Use of machine learning algorithms to predict life-threatening ventricular arrhythmia in sepsis
por: Li, Le, et al.
Publicado: (2023)

Comparative analysis of machine learning approaches to analyze and predict the COVID-19 outbreak
por: Naeem, Muhammad, et al.
Publicado: (2021)

Usages of Spark Framework with Different Machine Learning Algorithms
por: Ali Mohamed, Mohamed, et al.
Publicado: (2021)

Building and analyzing machine learning-based warfarin dose prediction models using scikit-learn
por: Ahn, Sangzin
Publicado: (2022)

Oil yield prediction for sunflower hybrid selection using different machine learning algorithms
por: Cvejić, Sandra, et al.
Publicado: (2023)

Machine-learning method for analyzing and predicting the number of hospitalizations of children during the fourth wave of the COVID-19 pandemic in the Lviv region
por: Pavliuk, Olena, et al.
Publicado: (2022)

XGBoost Machine Learning Algorithm for Prediction of Outcome in Aneurysmal Subarachnoid Hemorrhage
por: Wang, Ruoran, et al.
Publicado: (2022)

Supervised Algorithms of Machine Learning for the Prediction of Cervical Cancer
por: F., Asadi, et al.
Publicado: (2020)

Early Prediction of Sepsis Based on Machine Learning Algorithm
por: Zhao, Xin, et al.
Publicado: (2021)

Design of Machine Learning Algorithm for Tourism Demand Prediction
por: Yu, Nan, et al.
Publicado: (2022)

Prediction of Dental Implants Using Machine Learning Algorithms
por: Alharbi, Mafawez T., et al.
Publicado: (2022)

Combining Graph and Machine Learning Methods to Analyze Differences in Functional Connectivity Across Sex
por: Casanova, R, et al.
Publicado: (2012)

Predicting early postoperative PONV using multiple machine-learning- and deep-learning-algorithms
por: Zhou, Cheng-Mao, et al.
Publicado: (2023)

Empirical comparison and analysis of machine learning-based predictors for predicting and analyzing of thermophilic proteins
por: Charoenkwan, Phasit, et al.
Publicado: (2022)

Machine Learning Approaches for Protein–Protein Interaction Hot Spot Prediction: Progress and Comparative Assessment
por: Liu, Siyu, et al.
Publicado: (2018)

Machine Learning Algorithms for Risk Prediction of Severe Hand-Foot-Mouth Disease in Children
por: Zhang, Bin, et al.
Publicado: (2017)

Development and validation of a machine learning algorithm prediction for dense granule proteins in Apicomplexa
por: Lu, Zhenxiao, et al.
Publicado: (2023)

Comparative study of multiple machine learning algorithms for risk level prediction in goaf
por: Zhang, Bin, et al.
Publicado: (2023)

The Performance of Different Machine Learning Algorithm and Regression Models in Predicting High-Grade Intracranial Meningioma
por: Teng, Haibo, et al.
Publicado: (2023)

Multifactor Prediction of Embryo Transfer Outcomes Based on a Machine Learning Algorithm
por: Liu, Ran, et al.
Publicado: (2021)

Uses of Different Machine Learning Algorithms for Diagnosis of Dental Caries
por: Talpur, Sarena, et al.
Publicado: (2022)

Protein Sequence Classification with Improved Extreme Learning Machine Algorithms
por: Cao, Jiuwen, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_p3g5c55dtokesfn6njhoj2r1hb