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Complexity
Scopus
ISSN 1099-0526 · Wiley · 6.138 artikel di indeks
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Artikel Jurnal
Bilevel Network Modeling and Risk Transmission in Heterogeneous Financial Data
This study constructs a bilevel network model based on heterogeneous financial data to explore the complex network characteristics and risk transmission mechanisms in the stock market. Using the trading data and textual sentiment data of Shanghai Stock Exchange (SSE) 50 constituent stocks over the…
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Effects of Punitive Measures on Free Riding and Collective Immunity Under Q-Learning–Driven Epidemic Dynamics
Free-riding behavior poses a critical challenge to achieving collective immunity in vaccination campaigns, particularly when individuals make decisions based on short-term self-interest. This study investigates how punitive interventions can mitigate free-riding and enhance vaccination uptake under…
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Greenwashing Versus Genuine Green: An Evolutionary Game of Corporate Strategy, Investor Trust, and ESG Regulation
The rapid growth of environmental, social, and governance (ESG) investment has not only accelerated corporate sustainability transitions but has also contributed to the prevalence of greenwashing. In such instances, firms disseminate misleading information to align with market preferences, thereby…
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Relative Chaoticity of Natural Languages
This paper presents a novel approach to analyzing and grouping natural languages based on the degree of their chaoticity. It clusters 52 languages from 18 language families, according to the value of the entropy–complexity pair, to reveal the chaotic properties of semantic trajectories. The…
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The Dual Interaction Structure of “Information-Group” in the Diffusion of Emergency Information: An Empirical Study From China
Monitoring, governing, and guiding public opinion on social media during emergencies is challenging, often leading to mass panic, rumors, and public opinion crises. Understanding the scale evolution of information and subjects within the public opinion ecology of emergencies can aid in achieving…
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The Stability–Asymmetry Paradox in International Trade: A Fuzzy Logic Categorization of Partnerships
The 21st century has witnessed political upheavals, economic shocks, and inflation, all of which have disrupted global trade. In response, nations are increasingly aligning with blocs such as the SCO, BRICS, INSTC, and IMEEC to strengthen their resilience. This study asks How can countries identify…
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Enhanced Short-Term Identification of Robust Communities Leveraging User Popularity and Engagement Analytics
The dynamic and ever-evolving nature of Internet-generated temporal networks poses significant challenges for traditional network analysis methods, which often overlook the rich temporal information embedded within the data. This oversight can lead to an incomplete understanding of the network’s…
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A Multiobjective Optimization Framework for Strategic Airport Capacity Planning Under Policy-Driven Demand Scenarios
Rapid passenger-demand growth, budget constraints, and large-scale events create substantial challenges for long-term airport capacity planning. This study develops a scenario-based multiperiod multiobjective mixed-integer linear programming framework for strategic airport capacity planning under…
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On QSPR Modeling and SAW-Based Ranking of Laryngeal Cancer Drugs Using Temperature-Based Topological Indices and Support Vector Regression
QSPR modeling offers an effective tool for predicting the physicochemical properties of pharmaceutical molecules by applying molecular descriptors. In this research paper, a new QSPR method based on the temperature-based topological indices in graph theory is presented for analyzing selected drugs…
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On the Preservation of Input/Output Directed Graph Informativeness Under Crossover
There exists a broad class of networks that connect inputs to outputs. These networks include chemical transformation networks, electrical circuits, municipal water systems, and neural networks. The goals of this paper are to provide a theoretical foundation for evolutionary crossover on this class…
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International Domino Effect of Liquidity Risk From South Africa Across the SSA Region
The study investigated the adverse liquidity risk spillovers from South Africa to the rest of the banking systems in the sub-Saharan Africa region. The study employed the GVAR macroeconometric framework and its associated generalised impulse response function (GIRF) to explore the interdependence…
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A Unified Framework Linking Entropy, Fractal Dimension, and Lyapunov Exponents in Chaotic Dynamics
This study presents a universal operator framework predicting critical transitions in nonlinear systems through the intrinsic nexus of entropy, fractal geometry, and chaos. We derive a unified model (Equation 4) that integrates fractal dimension (Dᵓ), Lyapunov exponents (λᵢ), and entropy (S) into a…
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Social Human Complexity and Global Challenges: Theoretical, Methodological and Empirical Contributions for Transformative Change
This paper advances a framework for complexity-informed action research as a mode of governance for addressing the contemporary polycrisis in socio-ecological systems. It argues that knowledge is not merely representational but possesses causal power in shaping future system trajectories and that…
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Annual CO2 Emissions Forecasting in Vietnam Using a PCA-Stacked Bidirectional LSTM Model
Vietnam’s rapid economic growth has brought substantial improvements in living standards, industrial capacity, and infrastructure. However, it has also resulted in significant environmental stress, primarily driven by increased energy consumption for production and consumption activities. This…
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Path Simulation and Evolution Mechanism of Risk Contagion in Construction Project Portfolios
The construction projects are characterized by long cycles, large investments, and complex risks, which are also influenced by resource allocation, and risks exhibit certain diffusion effects. This study focuses on the production characteristics of construction projects. The risk causation involved…
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Semisupervised Classification of Brain Tumor Images Using Gradient Adversarial Consistency on Mixup
The scarcity of labeled brain MRI datasets presents a significant challenge, as manual labeling is resource-intensive. This lack of data can impede the training and generalization of convolutional neural network (CNN) models, increasing the risk of overfitting and diminishing performance on…
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Numerical Simulation of Generalized Fractional Thermoelasticity With Two Temperature and Phase Lags in a Half Space Using GLA-PINN
This research manuscript presents a model of heat conduction incorporating two-phase lags and time fractional derivatives to precisely identify the nonsimple behaviors of thermoelastic materials. Generalized fractional differentiation operators with nonsingular kernels are considered. The model…
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Cybernetics in the Anthropocene’s Wake: Reframing Global Transformations Through the Emergent Human–Earth System
The Anthropocene has been a powerful conceptual lens for exploring the coupling of humans and the Earth system. While fostering a rich transdisciplinary discourse, its grounding in bounded geological time and emphasis on disruption has often reinforced the nature–culture divide and tended toward a…
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Designing Optimal Intervention Policies for Bacterial CNS Infection Dynamics With Encephalitic Progression: A Multicontrol Compartmental Model
Central nervous system infections resulting from invasive bacterial pathogens are associated with a significant neurological burden. The ability of organisms such as Neisseria meningitidis and Streptococcus pneumoniae to invade the blood–brain barrier is often associated with severe neurological…
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