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Entropy, Volume 24, Issue 12

2022 December - 152 articles

Cover Story: The studies used total correlation to describe functional connectivity among brain regions as a multivariate alternative to conventional pairwise measures. In particular, this work uses Correlation Explanation (CorEx) to estimate total correlation. To begin, we demonstrate that CorEx estimates of total correlation and clustering results are reliable when compared to ground truth. Second, the inferred large-scale connectivity network extracted from the more extensive open fMRI datasets is consistent with existing neuroscience studies but, interestingly, can estimate additional relations beyond pairwise regions. Finally, we show how the connectivity graphs based on total correlation can also be an effective tool to aid in the discovery of brain diseases. View this paper
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Articles (152)

  • Article
  • Open Access
9 Citations
3,093 Views
18 Pages

19 December 2022

Interpretations of Hadamard-type fractional integral and differential operators are proposed. The Hadamard-type fractional integrals of function with respect to another function are interpreted as an generalization of standard entropy, fractional ent...

(This article belongs to the Section Complexity)
  • Article
  • Open Access
11 Citations
7,849 Views
19 Pages

19 December 2022

Harmonic oscillators with multiple abrupt jumps in their frequencies have been investigated by several authors during the last decades. We investigate the dynamics of a quantum harmonic oscillator with initial frequency ω0, which undergoes a su...

(This article belongs to the Special Issue Quantum Nonstationary Systems)
  • Article
  • Open Access
8 Citations
2,690 Views
14 Pages

Universal Non-Extensive Statistical Physics Temporal Pattern of Major Subduction Zone Aftershock Sequences

  • Eleni-Apostolia Anyfadi,
  • Sophia-Ekaterini Avgerinou,
  • Georgios Michas and
  • Filippos Vallianatos

19 December 2022

Large subduction-zone earthquakes generate long-lasting and wide-spread aftershock sequences. The physical and statistical patterns of these aftershock sequences are of considerable importance for better understanding earthquake dynamics and for seis...

(This article belongs to the Special Issue Complexity and Statistical Physics Approaches to Earthquakes)
  • Article
  • Open Access
5 Citations
3,383 Views
24 Pages

19 December 2022

In this work, we present a rigorous application of the Expectation Maximization algorithm to determine the marginal distributions and the dependence structure in a Gaussian copula model with missing data. We further show how to circumvent a priori as...

(This article belongs to the Special Issue Improving Predictive Models with Expert Knowledge)
  • Article
  • Open Access
2 Citations
4,120 Views
23 Pages

19 December 2022

Much of the existing research on banking systemic risk focuses on static single-risk exposures, and there is a lack of research on multiple-risk exposures. The reality is that the banking system is facing an increasingly complex environment, and dyna...

(This article belongs to the Special Issue Complex Network Analysis in Econometrics)
  • Article
  • Open Access
2 Citations
2,642 Views
17 Pages

18 December 2022

In this paper, for a highly coupled two-stage ejector-based cooling cycle, the optimization of primary nozzle length and angle of the second-stage ejector under varied primary nozzle diameters of the second stage was conducted first. Next, the evalua...

(This article belongs to the Special Issue Entropy and Exergy Analysis in Ejector-Based Systems)
  • Article
  • Open Access
3 Citations
3,099 Views
16 Pages

18 December 2022

The (weighted) partial maximum satisfiability ((W)PMS) problem is an important generalization of the classic problem of propositional (Boolean) satisfiability with a wide range of real-world applications. In this paper, we propose an initialization a...

(This article belongs to the Topic Artificial Intelligence and Computational Methods: Modeling, Simulations and Optimization of Complex Systems)
  • Article
  • Open Access
6 Citations
2,645 Views
17 Pages

18 December 2022

For system identification under impulsive-noise environments, the gradient-based generalized maximum correntropy criterion (GB-GMCC) algorithm can achieve a desirable filtering performance. However, the gradient method only uses the information of th...

(This article belongs to the Section Signal and Data Analysis)
  • Article
  • Open Access
2,350 Views
18 Pages

18 December 2022

In this paper, a new decoupling method is proposed to solve a nematic liquid crystal flow with stretching effect. In the finite element discrete framework, the director vector is calculated by introducing a new auxiliary variable w, and the velocity...

(This article belongs to the Special Issue Machine Learning and Modern Numerical Methods in Partial Differential Equations)
  • Article
  • Open Access
6 Citations
2,876 Views
23 Pages

ECSS: High-Embedding-Capacity Audio Watermarking with Diversity Reception

  • Shiqiang Wu,
  • Ying Huang,
  • Hu Guan,
  • Shuwu Zhang and
  • Jie Liu

17 December 2022

Digital audio watermarking is a promising technology for copyright protection, yet its low embedding capacity remains a challenge for widespread applications. In this paper, the spread-spectrum watermarking algorithm is viewed as a communication chan...

(This article belongs to the Section Information Theory, Probability and Statistics)
  • Feature Paper
  • Article
  • Open Access
14 Citations
3,468 Views
14 Pages

17 December 2022

Semantic communication is not focused on improving the accuracy of transmitted symbols, but is concerned with expressing the expected meaning that the symbol sequence exactly carries. However, the measurement of semantic messages and their correspond...

(This article belongs to the Special Issue Advances in Information and Coding Theory)
  • Article
  • Open Access
2 Citations
2,616 Views
22 Pages

SINR- and MI-Based Double-Robust Waveform Design

  • Fengming Xin,
  • Jing Li,
  • Yan Wang and
  • Mingfeng Zhang

17 December 2022

Owing to cognitive radar breaking the open-loop receiving–transmitting mode of traditional radar, adaptive waveform design for cognitive radar has become a central issue in radar system research. In this paper, the method of radar transmitted w...

  • Article
  • Open Access
1 Citations
4,064 Views
20 Pages

17 December 2022

Social insects such as honey bees exhibit complex behavioral patterns, and their distributed behavioral coordination enables decision-making at the colony level. It has, therefore, been proposed that a high-level description of their collective behav...

(This article belongs to the Section Statistical Physics)
  • Article
  • Open Access
5 Citations
3,491 Views
16 Pages

17 December 2022

Multi-task learning is a statistical methodology that aims to improve the generalization performances of estimation and prediction tasks by sharing common information among multiple tasks. On the other hand, compositional data consist of proportions...

(This article belongs to the Section Information Theory, Probability and Statistics)
  • Article
  • Open Access
49 Citations
4,239 Views
22 Pages

16 December 2022

In this investigation, the adaptive fractional-order non-singular fixed-time terminal sliding mode (AFoFxNTSM) control for the uncertain dynamics of robotic manipulators with external disturbances is introduced. The idea of fractional-order non-singu...

(This article belongs to the Special Issue Nonlinear Control Systems with Recent Advances and Applications)
  • Perspective
  • Open Access
6 Citations
3,386 Views
8 Pages

16 December 2022

Cortical neurons in vivo function in highly fluctuating and seemingly noisy conditions, and the understanding of how information is processed in such complex states is still incomplete. In this perspective article, we first overview that an intense &...

(This article belongs to the Section Complexity)
  • Article
  • Open Access
15 Citations
4,222 Views
14 Pages

A Parallel Multi-Modal Factorized Bilinear Pooling Fusion Method Based on the Semi-Tensor Product for Emotion Recognition

  • Fen Liu,
  • Jianfeng Chen,
  • Kemeng Li,
  • Weijie Tan and ,
  • Chang Cai and
  • Muhammad Saad Ayub
  • + 1 author+ 0 author

16 December 2022

Multi-modal fusion can exploit complementary information from various modalities and improve the accuracy of prediction or classification tasks. In this paper, we propose a parallel, multi-modal, factorized, bilinear pooling method based on a semi-te...

(This article belongs to the Special Issue Advances in Uncertain Information Fusion)
  • Article
  • Open Access
2,478 Views
13 Pages

On the Quantization of AB Phase in Nonlinear Systems

  • Xi Liu,
  • Qing-Hai Wang and
  • Jiangbin Gong

16 December 2022

Self-intersecting energy band structures in momentum space can be induced by nonlinearity at the mean-field level, with the so-called nonlinear Dirac cones as one intriguing consequence. Using the Qi-Wu-Zhang model plus power law nonlinearity, we sys...

(This article belongs to the Special Issue Quantum Chaos—Dedicated to Professor Giulio Casati on the Occasion of His 80th Birthday)
  • Article
  • Open Access
5 Citations
3,269 Views
26 Pages

15 December 2022

This study aims to propose modified semiparametric estimators based on six different penalty and shrinkage strategies for the estimation of a right-censored semiparametric regression model. In this context, the methods used to obtain the estimators a...

(This article belongs to the Topic Advances in Data Analytics with Applications to Health Care)
  • Article
  • Open Access
7 Citations
6,365 Views
37 Pages

15 December 2022

In this paper, the 4E assessment (Energetic, Exergetic, Exergoeconomic and Exergoenvironmental) of a low-temperature ORC activated by two different alternatives is presented. The first alternative (S1) contemplates the activation of the ORC through t...

(This article belongs to the Topic Exergy Analysis and Its Applications – 2nd Volume)
  • Article
  • Open Access
4 Citations
3,460 Views
18 Pages

15 December 2022

Click-through rate (CTR) prediction is crucial for computing advertisement and recommender systems. The key challenge of CTR prediction is to accurately capture user interests and deliver suitable advertisements to the right people. However, there ar...

(This article belongs to the Special Issue Entropy in Soft Computing and Machine Learning Algorithms II)
  • Article
  • Open Access
4 Citations
2,939 Views
9 Pages

15 December 2022

This paper deals with the existence of solutions of the elliptic equation with nonlinear gradient term −Δu=f(x,u,∇u) on Ω restricted by the boundary condition u|∂Ω=0, where Ω is a bounded domain in RN with suf...

(This article belongs to the Section Complexity)
  • Article
  • Open Access
9 Citations
4,963 Views
21 Pages

Multidimensional Feature in Emotion Recognition Based on Multi-Channel EEG Signals

  • Qi Li,
  • Yunqing Liu,
  • Quanyang Liu,
  • Qiong Zhang and ,
  • Fei Yan,
  • Yimin Ma and
  • Xinyu Zhang
  • + 2 authors+ 0 author

15 December 2022

As a major daily task for the popularization of artificial intelligence technology, more and more attention has been paid to the scientific research of mental state electroencephalogram (EEG) in recent years. To retain the spatial information of EEG...

(This article belongs to the Section Entropy and Biology)
  • Article
  • Open Access
10 Citations
4,017 Views
20 Pages

15 December 2022

Heartbeat characteristic points are the main features of an electrocardiogram (ECG), which can provide important information for ECG-based cardiac diagnosis. In this manuscript, we propose a self-supervised deep learning framework with modified Dense...

(This article belongs to the Special Issue Perspectives and Prospects of Computer Recognition and Machine Learning in Signal and Image Processing, Selected Papers from PRML 2022)
  • Article
  • Open Access
7 Citations
2,942 Views
22 Pages

14 December 2022

In this paper, we consider one of the key problems in modular arithmetic. It is known that scaling in the residue number system (RNS) is a rather complicated non-modular procedure, which requires expensive and complex operations at each iteration. He...

(This article belongs to the Special Issue Advances in Information and Coding Theory)
  • Article
  • Open Access
32 Citations
4,229 Views
26 Pages

14 December 2022

This paper proposed an image algorithm based on a cascaded chaotic system to improve the performance of the encryption algorithm. Firstly, this paper proposed an improved cascaded two-dimensional map 2D-Cosine-Logistic-Sine map (2D-CLSM). Cascade cha...

(This article belongs to the Special Issue Computational Imaging and Image Encryption with Entropy)
  • Article
  • Open Access
18 Citations
4,122 Views
31 Pages

14 December 2022

The gravitational search algorithm is a global optimization algorithm that has the advantages of a swarm intelligence algorithm. Compared with traditional algorithms, the performance in terms of global search and convergence is relatively good, but t...

(This article belongs to the Section Multidisciplinary Applications)
  • Article
  • Open Access
34 Citations
3,420 Views
30 Pages

A New Model of Interval-Valued Intuitionistic Fuzzy Weighted Operators and Their Application in Dynamic Fusion Target Threat Assessment

  • Chengli Fan,
  • Qiang Fu,
  • Yafei Song,
  • Yingqi Lu and ,
  • Wei Li and
  • Xiaowen Zhu
  • + 1 author+ 0 author

14 December 2022

Existing missile defense target threat assessment methods ignore the target timing and battlefield changes, leading to low assessment accuracy. In order to overcome this problem, a dynamic multi-time fusion target threat assessment method is proposed...

  • Article
  • Open Access
5 Citations
2,976 Views
16 Pages

14 December 2022

Single-modality medical images often cannot contain sufficient valid information to meet the information requirements of clinical diagnosis. The diagnostic efficiency is always limited by observing multiple images at the same time. Image fusion is a...

(This article belongs to the Special Issue Advances in Image Fusion)
  • Article
  • Open Access
11 Citations
2,793 Views
20 Pages

14 December 2022

Data-driven fault diagnosis methods for rotating machinery have developed rapidly with the help of deep learning methods. However, traditional intelligent fault diagnosis methods still have some limitations in fault feature extraction and the latest...

  • Article
  • Open Access
7 Citations
3,711 Views
11 Pages

Quantum Battery Based on Hybrid Field Charging

  • Yunxiu Jiang,
  • Tianhao Chen,
  • Chu Xiao,
  • Kaiyan Pan and ,
  • Guangri Jin,
  • Youbin Yu and
  • Aixi Chen
  • + 2 authors+ 0 author

14 December 2022

A quantum battery consisting of an ensemble two-level atom is investigated. The battery is charged simultaneously by a harmonic field and an electrostatic field. The results show that the hybrid charging is superior to the previous case of only harmo...

(This article belongs to the Section Quantum Information)
  • Article
  • Open Access
29 Citations
6,760 Views
18 Pages

13 December 2022

Nanorefrigerant is a mixture of nanoparticles and pure refrigerant, which can increase heat transfer characteristics in refrigeration and air conditioning equipment. The performance of four different Al2O3 nanorefrigerants and their pure fluids (R600...

(This article belongs to the Special Issue Applied Thermodynamics and Heat Transfer)
  • Article
  • Open Access
4 Citations
4,353 Views
12 Pages

A Hybrid Quantum Image-Matching Algorithm

  • Guoqiang Shu,
  • Zheng Shan,
  • Shiqin Di,
  • Xiaodong Ding and
  • Congcong Feng

13 December 2022

Image matching is an important research topic in computer vision and image processing. However, existing quantum algorithms mainly focus on accurate matching between template pixels, and are not robust to changes in image location and scale. In addit...

(This article belongs to the Section Quantum Information)
  • Feature Paper
  • Article
  • Open Access
7 Citations
2,953 Views
16 Pages

13 December 2022

While approaches based on physical grounds (such as the drift-diffusion model—DDM) have been exhaustively used in psychology and neuroscience to describe perceptual decision making in humans, similar approaches to complex situations, such as se...

(This article belongs to the Section Entropy and Biology)
  • Article
  • Open Access
3 Citations
2,246 Views
10 Pages

13 December 2022

We developed a quantum scheme of two atoms (TAs) and field initially in a negative binomial state (NBS). We displayed and discussed the physical implications of the obtained results in terms of the physical parameters of the model. By considering tha...

(This article belongs to the Special Issue Quantum Mechanics and Its Foundations III)
  • Article
  • Open Access
18 Citations
6,026 Views
21 Pages

Remaining Useful Life Prediction Using Dual-Channel LSTM with Time Feature and Its Difference

  • Cheng Peng,
  • Jiaqi Wu,
  • Qilong Wang,
  • Weihua Gui and
  • Zhaohui Tang

13 December 2022

At present, the research on the prediction of the remaining useful life (RUL) of machinery mainly focuses on multi-sensor feature extraction and then uses the features to predict RUL. In complex operations and multiple abnormal environments, the impa...

(This article belongs to the Topic Machine and Deep Learning)
  • Article
  • Open Access
14 Citations
3,230 Views
15 Pages

Design and Investigation of a Dynamic Auto-Adjusting Ejector for the MED-TVC Desalination System Driven by Solar Energy

  • Jianbo Ren,
  • Heli Zhao,
  • Min Wang,
  • Chao Miao and ,
  • Yingzhen Wu and
  • Qiang Li
  • + 1 author+ 0 author

13 December 2022

Ejectors have been widely used in multi-effect distillation, thermal vapor compression (MED-TVC) desalination systems due to their simple structures and low energy consumption. However, traditional fixed geometry ejectors fail to operate under unstab...

(This article belongs to the Special Issue Entropy and Exergy Analysis in Ejector-Based Systems)
  • Feature Paper
  • Article
  • Open Access
12 Citations
4,177 Views
26 Pages

13 December 2022

This work strives to better understand how the entanglement in an open quantum system, here represented by two coupled Brownian oscillators, is affected by a nonMarkovian environment (with memories), here represented by two independent baths each osc...

(This article belongs to the Section Statistical Physics)
  • Article
  • Open Access
14 Citations
3,411 Views
17 Pages

13 December 2022

The results of many experimental and theoretical works indicate that after transport of protons across the mitochondrial inner membrane (MIM) in the oxidative phosphorylation (OXPHOS) system, they are retained on the membrane–water interface in...

(This article belongs to the Section Entropy and Biology)
  • Article
  • Open Access
7 Citations
5,460 Views
11 Pages

Optimization Criteria and Efficiency of a Thermoelectric Generator

  • V. H. Juárez-Huerta,
  • N. Sánchez-Salas and
  • J. C. Chimal-Eguía

13 December 2022

The efficiency of a thermoelectric generator model under maximum conditions is presented for two optimization criteria proposed under the context of finite-time thermodynamics, namely, the efficient power criterion and the Omega function, where this...

(This article belongs to the Special Issue Carnot Cycle and Heat-Machines: From Applications (Systems and Processes) to Fundamentals (FDOT))
  • Article
  • Open Access
1 Citations
2,224 Views
19 Pages

Performance Evaluation of Complex Equipment Considering Resume Information

  • Xiangyi Zhou,
  • Zhijie Zhou,
  • Guanyu Hu,
  • Xiaoxia Han and
  • Leiyu Chen

12 December 2022

It is of great significance to obtain the performance state of complex equipment to protect equipment and maintain its normal operation. The majority of the performance evaluation methods are based on test data, but resume information is not consider...

(This article belongs to the Special Issue Robust Methods in Complex Scenarios and Data Visualization)
  • Article
  • Open Access
11 Citations
2,922 Views
16 Pages

12 December 2022

We propose a minimal model of a Coulomb-coupled fermionic quantum dot thermal diode that can act as an efficient thermal switch and exhibit complete rectification behavior, even in the presence of a small temperature gradient. Using two well-defined...

(This article belongs to the Special Issue Thermodynamics in Quantum and Mesoscopic Systems)
  • Article
  • Open Access
1 Citations
2,871 Views
18 Pages

12 December 2022

Polar codes are closer to the Shannon limit with lower complexity in coding and decoding. As traditional decoding techniques suffer from high latency and low throughput, with the development of deep learning technology, some deep learning-based decod...

(This article belongs to the Special Issue Advances in Information and Coding Theory)
  • Feature Paper
  • Article
  • Open Access
1 Citations
2,124 Views
18 Pages

12 December 2022

An efficient algorithm to simulate dynamics of open quantum system is presented. The method describes the dynamics by unraveling stochastic wave functions converging to a density operator description. The stochastic techniques are based on the quantu...

(This article belongs to the Section Quantum Information)
  • Article
  • Open Access
2 Citations
2,963 Views
18 Pages

Dominant Attractor in Coupled Non-Identical Chaotic Systems

  • Dorsa Nezhad Hajian,
  • Sriram Parthasarathy,
  • Fatemeh Parastesh,
  • Karthikeyan Rajagopal and
  • Sajad Jafari

11 December 2022

The dynamical interplay of coupled non-identical chaotic oscillators gives rise to diverse scenarios. The incoherent dynamics of these oscillators lead to the structural impairment of attractors in phase space. This paper investigates the couplings o...

(This article belongs to the Special Issue Synchronization in Complex Networks of Nonlinear Dynamical Systems)
  • Article
  • Open Access
3 Citations
2,580 Views
22 Pages

10 December 2022

Designing an efficient decoder is an effective way to improve the performance of polar codes with limited code length. List flip decoders have received attention due to their good performance trade-off between list decoders and flip decoders. In part...

(This article belongs to the Special Issue Advances in Information and Coding Theory)
  • Article
  • Open Access
13 Citations
3,615 Views
19 Pages

Complex Knowledge Base Question Answering for Intelligent Bridge Management Based on Multi-Task Learning and Cross-Task Constraints

  • Xiaoxia Yang,
  • Jianxi Yang,
  • Ren Li,
  • Hao Li and ,
  • Hongyi Zhang and
  • Yue Zhang
  • + 1 author+ 0 author

10 December 2022

In the process of bridge management, large amounts of domain information are accumulated, such as basic attributes, structural defects, technical conditions, etc. However, the valuable information is not fully utilized, resulting in insufficient know...

(This article belongs to the Special Issue Information Network Mining and Applications)
  • Article
  • Open Access
18 Citations
6,364 Views
26 Pages

MAGNet: A Camouflaged Object Detection Network Simulating the Observation Effect of a Magnifier

  • Xinhao Jiang,
  • Wei Cai,
  • Zhili Zhang,
  • Bo Jiang and ,
  • Zhiyong Yang and
  • Xin Wang
  • + 1 author+ 0 author

9 December 2022

In recent years, protecting important objects by simulating animal camouflage has been widely employed in many fields. Therefore, camouflaged object detection (COD) technology has emerged. COD is more difficult to achieve than traditional object dete...

(This article belongs to the Topic Applications in Image Analysis and Pattern Recognition)
  • Article
  • Open Access
8 Citations
2,606 Views
17 Pages

An Empirical Mode Decomposition Fuzzy Forecast Model for Air Quality

  • Wenxin Jiang,
  • Guochang Zhu,
  • Yiyun Shen,
  • Qian Xie and ,
  • Min Ji and
  • Yongtao Yu
  • + 1 author+ 0 author

9 December 2022

Air quality has a significant influence on people’s health. Severe air pollution can cause respiratory diseases, while good air quality is beneficial to physical and mental health. Therefore, the prediction of air quality is very important. Sin...

(This article belongs to the Special Issue Complexity, Entropy and the Physics of Information)

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Entropy - ISSN 1099-4300