A Survey of Deep Anomaly Detection in Multivariate Time Series: Taxonomy, Applications, and Directions by Fengling Wang, Yiyue Jiang, Rongjie Zhang, Aimin Wei, Jingming Xie, Xiongwen Pang

“…Multivariate time series anomaly detection (MTSAD) can effectively identify and analyze anomalous behavior in complex systems, which is particularly important in fields such as financial monitoring, industrial equipment fault detection, and cybersecurity. …”
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Frequency-Based Control Strategy for Compact Electromagnetic Tuned Mass Damper by Semen Kopylov, Zhaobo Chen, Mohamed A. A. Abdelkareem

“…However, most of the proposed control strategies for TMDs represent cost and complex systems with many sensors, which hinders the broad implementation. …”
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Radiation-Induced Correlation between Molecules Nearby Metallic Antenna Array by Yoshiki Osaka, Nobuhiko Yokoshi, Hajime Ishihara

“…Because the radiation-induced correlation is essential for collective photon emission, our result implies the possibility of plasmon-assisted superfluorescence in designed antenna-molecule complex systems.…”
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When lights turn off. Future perspectives to design smart homes by Matteo O. Ingaramo, Mila Stepanovic

“…In conclusion, we will present a critical approach to complex systems of the near future, to design in a more conscious and coherent way an intelligent, human-sized and sustainable environment to live in.…”
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Quantum Fuzzy Inference Engine for Particle Accelerator Control by Giovanni Acampora, Michele Grossi, Michael Schenk, Roberto Schiattarella

“…However, there are no practical demonstrations that the QFIE can be used to efficiently manage complex systems. This article bridges this gap by using, for the very first time, the QFIE to control critical systems such as those related to particle accelerator facilities at the European Organization for Nuclear Research (CERN). …”
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The symmetric division Szeged index: A novel tool for predicting physical and chemical properties of complex networks by Modjtaba Ghorbani, Zahra Vaziri, Razie Alidehi-Ravandi, Yilun Shang

“…As research progresses, we anticipate further developments and applications that will enhance our comprehension of complex systems and their properties across fields like network science, computer science, and physics.…”
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SARS-CoV-2 Infection-Associated Aortic Thrombosis Treated with Oral Factor Xa Inhibition by Alena Strýčková, Jakub Benko, Martin Jozef Péč, Monika Péčová, Jana Žolková, Monika Brunclíková, Tomáš Bolek, Ján Staško, Matej Samoš, Marián Mokáň

“…Coronavirus disease 2019 (COVID-19) is an acute complex systemic disorder caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2).While SARS-CoV-2 is known to cause significant pulmonary disease, various extrapulmonary manifestations of COVID-19 have also been reported. …”
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A New Method to Construct the KD Tree Based on Presorted Results by Yu Cao, Huizan Wang, Wenjing Zhao, Boheng Duan, Xiaojiang Zhang

“…Searching is one of the most fundamental operations in many complex systems. However, the complexity of the search process would increase dramatically in high-dimensional space. …”
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Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks in Nonlinear Identification by Oscar Castillo, Juan R. Castro, Patricia Melin, Antonio Rodriguez-Diaz

“…Recent research shows that embedding an IT2FLS on an NN can be very effective for a wide number of nonlinear complex systems, especially when handling imperfect or incomplete information. …”
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Statistical Mechanics of Directed Networks by Marián Boguñá, M. Ángeles Serrano

“…Directed networks are essential for representing complex systems, capturing the asymmetry of interactions in fields such as neuroscience, transportation, and social networks. …”
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Compound Autoregressive Network for Prediction of Multivariate Time Series by Yuting Bai, Xuebo Jin, Xiaoyi Wang, Tingli Su, Jianlei Kong, Yutian Lu

“…The prediction information has effects on the emergency prevention and advanced control in various complex systems. There are obvious nonlinear, nonstationary, and complicated characteristics in the time series. …”
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Hyperedge overlap drives explosive transitions in systems with higher-order interactions by Federico Malizia, Santiago Lamata-Otín, Mattia Frasca, Vito Latora, Jesús Gómez-Gardeñes

“…Abstract Recent studies have shown that novel collective behaviors emerge in complex systems due to the presence of higher-order interactions. …”
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A novel open-source cultivation system helps establish the first full cycle chemosynthetic symbiosis model system involving the giant ciliate Zoothamnium niveum by P. E. Contarini, E. Emboule, P. Jean-Louis, T. Woyke, S. V. Date, O. Gros, J-M. Volland, J-M. Volland, J-M. Volland

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Science et démocratie dans la gestion de la nature : des ethno-sociologues pris dans la modélisation d'accompagnement by Marie Charles, Frédérique Chlous-Ducharme, Elsa Faugère, Maurice Wintz

“…This contribution follows earlier work on the study of complex systems, which recognizes the inherent complexity and uncertainty of natural resource management and thus the need to overcome the unproductive cleavage between the social and natural sciences. …”
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Editorial: A New Chapter for IJIMAI by Rubén González-Crespo

“…Throughout these volumes, IJIMAI has maintained a rigorous approach and an interdisciplinary vision, allowing us to address relevant topics from artificial intelligence and machine learning to interactive multimedia and complex systems. Each issue has been the product of a shared effort among authors, reviewers, and the editorial team, all working tirelessly to provide high-quality research and to promote scientific advancement in key areas.…”
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Artificial cells with all-aqueous droplet-in-droplet structures for spatially separated transcription and translation by Kanji Tomohara, Yoshihiro Minagawa, Hiroyuki Noji

“…This approach provides a practical tool for exploring complex systems of artificial organelles within large ensembles of artificial cells.…”
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Fault Detection Filter Design of Polytopic Uncertain Continuous-Time Singular Markovian Jump Systems with Time-Varying Delays by Yunling Shi, Xiuyan Peng

“…The reduced-order fault detection filter (FDF) can not only meet the fault detection accuracy requirements of complex systems but also improve the fault detection efficiency. …”
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A New Intelligent Fault Diagnosis Method of Rotating Machinery under Varying-Speed Conditions Using Infrared Thermography by Yongbo Li, Xianzhi Wang, Shubin Si, Xiaoqiang Du

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Decompositions of Circulant-Balanced Complete Multipartite Graphs Based on a Novel Labelling Approach by A. El-Mesady, Omar Bazighifan

“…Graph theory is extremely important in complex systems, particularly in computer science. Many scientific areas use graph theory, including biological sciences, engineering, coding, and operational research. …”
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Global Dynamic Behavior of a Multigroup Cholera Model with Indirect Transmission by Ming-Tao Li, Gui-Quan Sun, Juan Zhang, Zhen Jin

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