A map of human cancer signaling by Qinghua Cui, Yun Ma, Maria Jaramillo, Hamza Bari, Arif Awan, Song Yang, Simo Zhang, Lixue Liu, Meng Lu, Maureen O'Connor‐McCourt, Enrico O Purisima, Edwin Wang

“…Abstract We conducted a comprehensive analysis of a manually curated human signaling network containing 1634 nodes and 5089 signaling regulatory relations by integrating cancer‐associated genetically and epigenetically altered genes. …”
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Residual-enhanced graph convolutional networks with hypersphere mapping for anomaly detection in attributed networks by Wasim Khan, Afsaruddin Mohd, Mohammad Suaib, Mohammad Ishrat, Anwar Ahamed Shaikh, Syed Mohd Faisal

“…This mechanism dynamically adjusts the importance of nodes based on their residual information, thereby significantly enhancing the sensitivity of the model to subtle anomalies. …”
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Effective dimensional reduction of complex systems based on tensor networks by Wout Merbis, Madelon Geurts, Clélia de Mulatier, Philippe Corboz

“…We introduce the entanglement entropy as a measure of the compressibility of the system and find that it peaks just after the phase transition on the disordered side, in line with the intuition that more complex states are at the ‘edge of chaos’. We compare the accuracy of the MPS with exact methods on different types of small random networks and with Markov chain Monte Carlo methods for a simplified version of the railway network of the Netherlands with 55 nodes. …”
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Vapor Phase Installation of CpCo(CO)2 in MOF‐808 by Thabiso Kunene, Juan Pablo Vizuet, Matthew Klenk, Peter Zapol, Ksenija Glusac, Alex B. F. Martinson

“…DFT suggests that H2O exposure promotes carbonyl elimination but leaves a cyclopentadienyl‐capped cobalt that is more stable than the complete hydrolysis product. …”
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Analysis of Carbon Footprint Reduction in Supply chains using Blockchains by Nechetnyy Nikita, Balassem Zaid Ajzan, subbarayudu Yerragudipadu, Goyal Wamika, Singh M.P., Mittal Vaibhav, Sobti Sakshi, Sharma Gunjan, Nagaraju Krishna Chythanya

“…An investigation indicates varied carbon-emitting mechanisms, with air freight exhibiting the greatest emissions and rail transit the lowest. Transportation nodes in Supply varying emission rates, with urban distribution centres generating more emissions than rural logistics hubs, underscoring disparities in carbon footprints across different areas. …”
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Multidimensional on-site perception study of stairway spaces in mountain city parks among young and older adult people: a case study of Pipa Mountain Park, Chongqing, China by Cong Gong, Cong Gong, Xinyu Yang, Changjuan Hu, Changjuan Hu, Zhenkun Mao

“…Young participants exhibited higher consistency between psychological and physiological perceptions and more positive psychological responses. Both groups perceived greater stress on long stairway paths than on short ones. …”
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New directions in mapping the Earth’s surface with citizen science and generative AI by Linda See, Qingqing Chen, Andrew Crooks, Juan Carlos Laso Bayas, Dilek Fraisl, Steffen Fritz, Ivelina Georgieva, Gerid Hager, Martin Hofer, Myroslava Lesiv, Žiga Malek, Milutin Milenković, Inian Moorthy, Fernando Orduña-Cabrera, Katya Pérez-Guzmán, Dmitry Schepaschenko, Maria Shchepashchenko, Jan Steinhauser, Ian McCallum

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EEMLCR: Energy-Efficient Machine Learning-Based Clustering and Routing for Wireless Sensor Networks by Muhammad Akram, Sibghat Ullah Bazai, Muhammad Imran Ghafoor, Saira Akram, Qazi Mudassar Ilyas, Abid Mehmood, Sajid Iqbal, Muhammad Asim Rafique

“…By optimizing clustering and routing strategies, WSNs can reduce energy consumption, leading to more efficient utilization of the limited energy resources available to sensor nodes. …”
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The medial fronto-parietal network of the macaque: Different specializations for spatial parameters of reaching? by Marina De Vitis, Matteo Filippini, Kostas Hadjidimitrakis, Francesco Edoardo Vaccari, Stefano Diomedi, Michela Gamberini, Martina Gori, Michele Testa, Claudio Galletti, Patrizia Fattori

“…We then compared how various spatial and temporal movement parameters are represented both at the neural and population levels across these two network nodes. Our results reveal that neurons in the medial posterior parietal cortex (mPPC) exhibit sharper spatial tuning, with a particularly robust representation of target depth, compared to the broader, more gradual activation patterns observed in the dorsal premotor cortex (PMd). …”
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Performance Evaluation and Analysis of LightCert4IoT Using Cooja-Contiki Simulator by David Khoury, Samir Haddad, Patrick Sondi, Gaby Abou Haidar, David Semaan, Jinane Sayah

“…The LightCert4IoT leverages the advantages of EDGE nodes with blockchain technology and smart contracts to address the existing challenges of PKI (Public Key Infrastructure) certificates in IoT devices, which neatly achieves certificate issuance, update, and revocation more securely and efficiently. …”
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The network linking daytime sleepiness, chronotype, and emotional distress is bridged by anxiety and depression in young adults by Wenzhao Zhang, Yingqi Zhu, Han Huang, Xiaoqian Sang, Ziting Wang, Min Li, Haoran Dou

“…Descriptive analyses indicated that individuals who took longer and earlier naps tended to exhibit more evening-oriented chronotypes. Network analysis revealed three stable network structures, with anxiety and depressive symptoms serving as bridging nodes that connect the dimensions of daytime sleepiness, chronotype, and emotional disturbances. …”
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Acute lymphoblastic leukemia presenting as nephromegaly in a child: A rare case report by Shilpa Khanna Arora, Swarnim Swarnim, Alok Hemal, Neha Bidhuri

“…The liver, spleen or lymph nodes are the most common sites of extramedullary involvement in ALL, with renal involvement being relatively uncommon. …”
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The relationship between cognitive and global function in patients with schizophrenia and mood disorders: a transdiagnostic network analysis by Yuanyuan Zhu, Rongrong Zhang, Longyan Ni, Zhaoyang Xie, Shuiping Lu, Shiping Xie, Xiangrong Zhang

“…Theory-driven model should be further validated to elucidate causal pathways and find more promising approaches to recovery.…”
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Information-Theoretic Sequential Framework to Elicit Dynamic High-Order Interactions in High-Dimensional Network Processes by Helder Pinto, Yuri Antonacci, Gorana Mijatovic, Laura Sparacino, Sebastiano Stramaglia, Luca Faes, Ana Paula Rocha

“…Moreover, a stepwise strategy identifying groups of nodes (multiplets) that maximize either redundant or synergistic HOIs is devised, offering deeper insights into complex interdependencies. …”
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Incorporating Electricity Consumption into Social Network Analysis to Evaluate the Coordinated Development Policy in the Beijing–Tianjin–Hebei Region by Di Gao, Hao Yue, Haowen Guan, Bingqing Wu, Yuming Huang, Jian Zhang

“…Incorporating electricity consumption data into the gravity model significantly enhances its explanatory power by capturing hidden economic ties and improving policy evaluation, offering a more accurate and dynamic assessment of regional industrial linkages.…”
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UNION: A Trust Model Distinguishing Intentional and Unintentional Misbehavior in Inter-UAV Communication by Ezedin Barka, Chaker Abdelaziz Kerrache, Nasreddine Lagraa, Abderrahmane Lakas, Carlos T. Calafate, Juan-Carlos Cano

“…Ensuring the desired level of security is an important issue in all communicating systems, and it becomes more challenging in wireless environments. Flying Ad Hoc Networks (FANETs) are an emerging type of mobile network that is built using energy-restricted devices. …”
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COMPARATIVE CHARACTERISTICS OF IMMUNOLOGICAL RECONSTRUCTION OF WHITE MICE IMMUNIZED BY CELL WALL OF DIFFERENT SUBSPECIES OF FRANCISELLA TULARENSIS by T. P. Starovoitova, V. I. Dubrovina, S. A. Vityazeva, A. V. Korneva, T. A. Ivanova, M. Yu. Kotlov, S. V. Balakhonov

“…Cell walls of different subspecies of F. tularensis stimulate the production of antibody forming cells and cell proliferation more in T-dependent zones of lymph nodes and spleen. …”
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Clinical Significance of Extraluminal Compressions according to the Site of the Esophagus by Sung Ik Pyeon, Gwang Ha Kim, Jung Bin Yoon, Hye Kyung Jeon, Bong Eun Lee

“…The causes of the pathological lesions were engorged vessels and calcified lymph nodes. The posterior wall was the most frequent location of the extraluminal compression. …”
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Optimal Honeypot Allocation Using Core Attack Graph in Partially Observable Stochastic Games by Achile Leonel Nguemkam, Ahmed Hemida Anwar, Vianney Kengne Tchendji, Deepak K. Tosh, Charles Kamhoua

“…Furthermore, we successfully solved the largest instances, comprising up to 300 nodes, underscoring the scalability and efficiency of our approach in handling complex, large-scale networks. …”
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Enhanced Spatiotemporal Landslide Displacement Prediction Using Dynamic Graph-Optimized GNSS Monitoring by Jiangfeng Li, Jiahao Qin, Kaimin Kang, Mingzhi Liang, Kunpeng Liu, Xiaohua Ding

“…This study validates that the proposed dynamic graph optimization approach provides a robust and significantly more accurate solution for landslide prediction in complex, real-world engineering environments.…”
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