Cargando…

Information Theory for Biological Sequence Classification: A Novel Feature Extraction Technique Based on Tsallis Entropy

In recent years, there has been an exponential growth in sequencing projects due to accelerated technological advances, leading to a significant increase in the amount of data and resulting in new challenges for biological sequence analysis. Consequently, the use of techniques capable of analyzing l...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bonidia, Robson P., Avila Santos, Anderson P., de Almeida, Breno L. S., Stadler, Peter F., Nunes da Rocha, Ulisses, Sanches, Danilo S., de Carvalho, André C. P. L. F.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601431/ https://www.ncbi.nlm.nih.gov/pubmed/37420418 http://dx.doi.org/10.3390/e24101398

Ejemplares similares

BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria
por: Bonidia, Robson P, et al.
Publicado: (2022)

On Conditional Tsallis Entropy
por: Teixeira, Andreia, et al.
Publicado: (2021)

Tsallis Entropy, Likelihood, and the Robust Seismic Inversion
por: de Lima, Igo Pedro, et al.
Publicado: (2020)

MathFeature: feature extraction package for DNA, RNA and protein sequences based on mathematical descriptors
por: Bonidia, Robson P, et al.
Publicado: (2021)

Pattern Recognition via PCNN and Tsallis Entropy
por: Zhang, YuDong, et al.
Publicado: (2008)

Tsallis Entropy for Cross-Shareholding Network Configurations
por: Cerqueti, Roy, et al.
Publicado: (2020)

Further Properties of Tsallis Entropy and Its Application
por: Alomani, Ghadah, et al.
Publicado: (2023)

A Direct Link between Rényi–Tsallis Entropy and Hölder’s Inequality—Yet Another Proof of Rényi–Tsallis Entropy Maximization
por: Tanaka, Hisa-Aki, et al.
Publicado: (2019)

Coherence measure in terms of the Tsallis relative α entropy
por: Zhao, Haiqing, et al.
Publicado: (2018)

Tsallis Entropy of Product MV-Algebra Dynamical Systems
por: Markechová, Dagmar, et al.
Publicado: (2018)

The Tsallis generalized entropy enhances the interpretation of transcriptomics datasets
por: Dérian, Nicolas, et al.
Publicado: (2022)

Inference of gene regulatory networks from time series by Tsallis entropy
por: Lopes , Fabrício Martins, et al.
Publicado: (2011)

Predicting Nucleosome Positioning Based on Geometrically Transformed Tsallis Entropy
por: Wu, Jing, et al.
Publicado: (2014)

Analytic Study of Complex Fractional Tsallis’ Entropy with Applications in CNNs
por: Ibrahim, Rabha W., et al.
Publicado: (2018)

Tsallis Entropy of a Used Reliability System at the System Level
por: Kayid, Mohamed, et al.
Publicado: (2023)

Complexity of the Yellowstone Park Volcanic Field Seismicity in Terms of Tsallis Entropy
por: Chochlaki, Kalliopi, et al.
Publicado: (2018)

Rényi and Tsallis Entropies of the Aharonov–Bohm Ring in Uniform Magnetic Fields
por: Olendski, Oleg
Publicado: (2019)

On the Exact Variance of Tsallis Entanglement Entropy in a Random Pure State
por: Wei, Lu
Publicado: (2019)

Estimating the Bed-Load Layer Thickness in Open Channels by Tsallis Entropy
por: Zhu, Zhongfan, et al.
Publicado: (2019)

Classification of MRI Brain Images Using DNA Genetic Algorithms Optimized Tsallis Entropy and Support Vector Machine
por: Zang, Wenke, et al.
Publicado: (2018)

Modelling the Hindered Settling Velocity of a Falling Particle in a Particle-Fluid Mixture by the Tsallis Entropy Theory
por: Zhu, Zhongfan, et al.
Publicado: (2019)

A Criticism to the Tsallis Regularizing Entropy Formulae Applied to Lévy Flights in a harmonic potential
por: Botelho, L C L
Publicado: (1999)

Software Code Smell Prediction Model Using Shannon, Rényi and Tsallis Entropies
por: Gupta, Aakanshi, et al.
Publicado: (2018)

Susceptible-Infected-Susceptible Epidemic Discrete Dynamic System Based on Tsallis Entropy
por: Momani, Shaher, et al.
Publicado: (2020)

A Novel Method to Rank Influential Nodes in Complex Networks Based on Tsallis Entropy
por: Chen, Xuegong, et al.
Publicado: (2020)

2D Tsallis Entropy for Image Segmentation Based on Modified Chaotic Bat Algorithm
por: Ye, Zhiwei, et al.
Publicado: (2018)

Tsallis Entropy for Loss Models and Survival Models Involving Truncated and Censored Random Variables
por: Preda, Vasile, et al.
Publicado: (2022)

An Expression for Velocity Lag in Sediment-Laden Open-Channel Flows Based on Tsallis Entropy Together with the Principle of Maximum Entropy
por: Zhu, Zhongfan, et al.
Publicado: (2019)

Information Shift Dynamics Described by Tsallis q = 3 Entropy on a Compact Phase Space
por: Yan, Jin, et al.
Publicado: (2022)

Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes
por: Pasten, Denisse, et al.
Publicado: (2023)

Fractal Modeling of Polymer Plasma Laser Ablation, Plasma Plume Tsallis Entropy and Its q-Statistics Interpretation, Part I: Theory
por: Paun, Maria-Alexandra, et al.
Publicado: (2022)

The Tsallis distribution at the LHC: Phenomenology
por: Cleymans, J
Publicado: (2014)

Tsallis q-Statistics in Seismology
por: Sigalotti, Leonardo Di G., et al.
Publicado: (2023)

Pathological brain detection in MRI scanning by wavelet packet Tsallis entropy and fuzzy support vector machine
por: Zhang, Yu-Dong, et al.
Publicado: (2015)

A Quantitative Comparison between Shannon and Tsallis–Havrda–Charvat Entropies Applied to Cancer Outcome Prediction
por: Brochet, Thibaud, et al.
Publicado: (2022)

Kernel Estimation of Cumulative Residual Tsallis Entropy and Its Dynamic Version under ρ-Mixing Dependent Data
por: Irshad, Muhammed Rasheed, et al.
Publicado: (2021)

Black-body radiation in Tsallis statistics
por: Chamati, H, et al.
Publicado: (2004)

Emergency of Tsallis statistics in fractal networks
por: Deppman, Airton, et al.
Publicado: (2021)

Gamow Temperature in Tsallis and Kaniadakis Statistics
por: Moradpour, Hooman, et al.
Publicado: (2022)

The standard map: From Boltzmann-Gibbs statistics to Tsallis statistics
por: Tirnakli, Ugur, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_flrjt5ucuk3pnesi5ba65k67rf