Malmquist Productivity Index by Extended VIKOR Method Using Interval Numbers by Mohammad Fallah, Amir Mohajeri, Esmaeil Najafi

“…The VIKOR method was developed for multicriteria optimization of complex systems. It determines the compromise ranking list and the compromise solution obtained with the given weights. …”
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Modeling and Simulation of Project Management through the PMBOK® Standard Using Complex Networks by Luz Stella Cardona-Meza, Gerard Olivar-Tost

“…Projects that involve complex situations can be described as adaptive complex systems, consistent in multiple interdependent dynamic components, multiple feedback processes, nonlinear relations, and management of hard data (process dynamics) and soft data (executive team dynamics). …”
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A Review of Vessel Traffic Services Systems Operating in Poland in Terms of Their Compliance with International Legislation by Wojciech Durczak, Ludmiła Filina-Dawidowicz

“…Vessel Traffic Services (VTS) systems are complex systems facilitating decision-making processes and integrating technical infrastructure, aiming to ensure the safety of ship traffic and marine environment protection in indicated water areas. …”
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Selective Phenome Growth Adapted NK Model: A Novel Landscape to Represent Aptamer Ligand Binding by Andrew Brian Kinghorn, Julian Alexander Tanner

“…These improved fitness landscapes have potential for the computational analysis and optimisation of other complex systems.…”
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Bridging the gap: From petri dish to patient - Advancements in translational drug discovery by Mohamed El-Tanani, Syed Arman Rabbani, Yahia El-Tanani, Ismail I. Matalka, Ikramy A. Khalil

“…The journey from ''bench to bedside'' is fraught with challenges and complexities such as the often-observed disparity between how compounds behave in a laboratory setting versus in the complex systems of living organisms. The challenge is further compounded by the limited ability of in vitro models to mimic the specific biochemical environment of human tissues. …”
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Simulating Intraurban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian by Jun Yang, Weiling Liu, Yonghua Li, Xueming Li, Quansheng Ge

“…Under the 5 m × 5 m scale, the model shows good performance for simulation of areas with various land use types. (2) Among simulations under four scenarios, the effect of traffic guidance on the development of construction land was more distinct under the economic development mode, which clearly showed the phenomenon of “agglomeration” along major traffic lines. (3) Jinshitan Street is adjacent to the sea, and land use changes are significant under the 4th scenario, and thus related departments should pay more attention. (4) Shortcomings of conventional cellular automata model in processing complex systems could be mitigated through the integration of fuzzy sets.…”
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Beyond domain-led conceptualizations of urban zero-carbon transitions by Andrew Sudmant, Matt Tierney, Andy Gouldson, Joule Bergerson

“…Reflecting on Meadows’ and other frameworks for conceptualizing complex systems change, we discuss the challenge of conceptualizing change, a task of unique urgency in the context of the climate emergency. …”
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Existence and Globally Asymptotic Stability of Equilibrium Solution for Fractional-Order Hybrid BAM Neural Networks with Distributed Delays and Impulses by Hai Zhang, Renyu Ye, Jinde Cao, Ahmed Alsaedi

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Using Improved Ant Colony Algorithm to Investigate EMU Circulation Scheduling Problem by Yu Zhou, Leishan Zhou, Yun Wang

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Parameter Identification and Adaptive Control of Uncertain Goodwin Oscillator Networks with Disturbances by Jianbao Zhang, Wenyin Zhang, Chengdong Yang, Haifeng Wang, Jianlong Qiu, Fawaz Alsaadi

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Magnetoelectric effect in van der Waals magnets by Kai-Xuan Zhang, Giung Park, Youjin Lee, Beom Hyun Kim, Je-Geun Park

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International Gold Price Forecast Based on CEEMDAN and Support Vector Regression with Grey Wolf Algorithm by Wanbo Lu, Tingting Qiu, Wenhui Shi, Xiaojun Sun

“…This hybrid model combines the methodology of complex systems with machine learning techniques, making it more appropriate for analyzing relationships such as high-frequency dependences and solving complex nonlinear problems. …”
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Adaptive fault tolerant control for cantilever thick plates with piezoelectric patches by Azin Nadi, Mojtaba Mahzoon, Ehsan Azadi Yazdi

“…This work extends fault-tolerant control strategies to complex systems, including those involving piezoelectric elements, providing a foundation for future research in this area, which has been largely unexplored.…”
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Tracing the Divine Office: On Frames and Patterns in Medieval Latin Psalter Manuscripts by Karin Becker

“…However, the individual patterns and especially the complex systems of visual organisation cannot function if the viewer is not able to link the patterns on the page to the abstract frames (in Goffman’s understanding); on the contrary, it can even be misleading. …”
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Observation-based temperature and freshwater noise over the Atlantic Ocean by A. A. Boot, H. A. Dijkstra, H. A. Dijkstra

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Herrera complexity and shadows of spherically symmetric compact objects by Subhasis Nalui, Subhra Bhattacharya

“…We consider zero complexity systems and discuss its significance with respect to (wrt) formation of photon rings and hence shadows.…”
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Harris Hawk Optimization Combined with Differential Evolution for the Estimation of Solar Cell Parameters by Francelin Edgar Ndi, Steve Ngoffe Perabi, Salome Essiane Ndjakomo, Gregoire Ondoua Abessolo

“…The key challenge in rectifying complex systems is to establish a model that correctly reproduces the system’s dynamic behaviour. …”
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Probabilistic Linguistic-Based Group DEMATEL Method with Both Positive and Negative Influences by Yonghe Sun, Siyu Zhang, Zihang Huang, Bin Miao

“…Decision-making trial and evaluation laboratory (DEMATEL) is a widely accepted factor analysis algorithm for complex systems. The rationality of the evaluation scale is the basis of sound DEMATEL decision-making. …”
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Systems immunology integrates the complex endotypes of recessive dystrophic epidermolysis bullosa by Nell Hirt, Enzo Manchon, Qian Chen, Clara Delaroque, Aurelien Corneau, Patrice Hemon, Safaa Saker-Delye, Pauline Bataille, Jean-David Bouaziz, Emmanuelle Bourrat, Alain Hovnanian, Helene Le Buanec, Fawzi Aoudjit, Hicham El Costa, Nabila Jabrane-Ferrat, Reem Al-Daccak

“…Artificial intelligence prediction models and principal component analysis stress that RDEB is not solely confined to cutaneous issues but has complex systemic endotypes marked by immune dysregulation and hyperinflammation. …”
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Large language models for causal hypothesis generation in science by Kai-Hendrik Cohrs, Emiliano Diaz, Vasileios Sitokonstantinou, Gherardo Varando, Gustau Camps-Valls

“…Towards the goal of understanding the causal structure underlying complex systems—such as the Earth, the climate, or the brain—integrating Large language models (LLMs) with data-driven and domain-expertise-driven approaches has the potential to become a game-changer, especially in data and expertise-limited scenarios. …”
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