Distributed and reliable decision-making for cloud-enabled mobile service platforms by Joongheon Kim, Aziz Mohaisen

“…The considered architecture consists of three types of units: a cloud platform, access units, and mobile units (MUs). For reliable operations in such architectures, two distributed decision-making algorithms are proposed: (1) decision-making for fair connection at MUs and (2) decision-making for dynamic buffering at access units . …”
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Designing modules of system dynamics in decision support systems by A. B. Sorokin, L. M. Zheleznyak, D. V. Suprunenko, V. V. Kholmogorov

“…Various types of dynamics in expert systems interact, thus confirming the reliability of knowledge in the models of system dynamics. …”
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Reliability and Quality of Complex Systems by A.N. Litvinov

Reliable forwarding strategy based on multiple attribute decision-making in NDN-Ad Hoc networks by HAN Jiangping, WANG Haodong, YANG Jiayu, XUE Kaiping, LI Jian

“…Furthermore, given the potential instability of a single optimal path, the decision model was combined with probabilistic forwarding to design a low-overhead yet highly reliable redundant forwarding mechanism. …”
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Dynamic Deduplication Decision in a Hadoop Distributed File System by Ruay-Shiung Chang, Chih-Shan Liao, Kuo-Zheng Fan, Chia-Ming Wu

“…In this paper, we propose a dynamic deduplication decision to improve the storage utilization of a data center which uses HDFS as its file system. …”
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Interpretable Learning Method Based on Causal Interactive Attention by Wu Song, Sheng Ren, Bin Hu

“…Current deep neural network models primarily use gradients or intermediate features to improve decision reliability, but most of the explanatory methods rooted in these features are post-hoc, with little direct influence on the classifiers’ decision outcomes. …”
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Applying a system dynamics approach for decision-making in software testing projects. by Wang Li, Chih-Chiang Fang

“…Addressing this issue, our study introduces a system dynamics approach to develop a more adaptable software reliability growth model. …”
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Modification of Grey Relational Analysis for Dynamic Criteria Weighting in Decision-Making Systems by Muhammad Najib Dwi Satria, Erliyan Redy Susanto, Setiawansyah, Sufiatul Maryana, Pritasari Palupiningsih

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Multistage reliability-constrained stochastic planning of diamond distribution network: An approximate dynamic programming approach by Zhi Wu, Ao Li, Qirun Sun, Shu Zheng, Jingtao Zhao, Pengxiang Liu, Wei Gu

“…The multistage stochastic dynamic decision process is modeled by The Markov decision process. …”
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Decision tree for severity assessment of neurodegenerative diseases using possibility approach and gait dynamics by Preeti Khera, Ashok Kumar, Rajat Kapila

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Selection of Optimized Diagnostic Approach for Cardiovascular Diseases Leveraging Dynamic Linguistic Intuitionistic Fuzzy Decision‐Making Technique by M. Ameer, Walid Emam, Awais Yousaf, Muhammad Younis

“…This showcases the significance of these strategies in facilitating decision‐making. Ultimately, we perform a thorough analysis to showcase the reliability and uniformity of the produced procedures, comparing the provided operators with various current counterparts.…”
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Enhancing decision-making in construction projects – The mediating role of adaptability and response strategy in supply chain and coordination dynamics by Shriharsha, Jagadeesha B Pai, Sumukh S Hungund

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LLM-Enhanced Human–Machine Interaction for Adaptive Decision-Making in Dynamic Manufacturing Process Environments by Zozan Keskin, Dominik Joosten, Nils Klasen, Meike Huber, Chang Liu, Benny Drescher, Robert H. Schmitt

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Understanding the financial aspects of digital pathology: A dynamic customizable return on investment calculator for informed decision-making by Orly Ardon, Sylvia L. Asa, Mark C. Lloyd, Giovanni Lujan, Anil Parwani, Juan C. Santa-Rosario, Bryan Van Meter, Jennifer Samboy, Danielle Pirain, Scott Blakely, Matthew G. Hanna

“…Digital pathology implementation requires a thorough evaluation of associated costs and should identify and optimize resource allocation to facilitate informed decision-making. A dynamic cost calculator to estimate the financial implications of deploying digital pathology systems was needed to estimate the financial effects on transitioning to a digital workflow. …”
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Dynamic Scheduling and Preventive Maintenance in Small-Batch Production: A Flexible Control Approach for Maximising Machine Reliability and Minimising Delays by Alexandra Maierhofer, Sebastian Trojahn, Frank Ryll

“…Single- and small-batch production requires flexible production control to maximise machine reliability and minimise delivery delays. Existing planning approaches often do not take into account the dynamic production conditions of these environments, where machine breakdowns, variable order volumes and short-term changes lead to inefficiencies. …”
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Deciphering the Dynamics of Bus Rapid Transit Delays: A Decision Trees and Bayesian Networks Approach for Istanbul's Metrobus System by Ahmet Karakurt

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Dynamic feed scheduling for optimised anaerobic digestion: An optimisation approach for better decision-making to enhance revenue and environmental benefits by Meshkat Dolat, Rohit Murali, Mohammadamin Zarei, Ruosi Zhang, Tararag Pincam, Yong-Qiang Liu, Jhuma Sadhukhan, Angela Bywater, Michael Short

“…Anaerobic digestion (AD) offers a sustainable solution for clean energy production, with the potential for significant revenue enhancement through enhanced decision-making. However, the complexity and limited flexibility of AD systems pose challenges in developing reliable optimisation methods. …”
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Design of a dynamic trust management and defense decision system for shared vehicle data based on blockchain and deep reinforcement learning by Jinxiang Chen, Yan Li, Jiaxing Deng, Beicheng Qin, Chengcai He, Qiangsheng Huang, Jingchun Wu

“…Experimental results validate the effectiveness of the proposed system in addressing trust management and decision-making challenges. By combining blockchain’s decentralized storage capabilities with DRL’s dynamic optimization potential, the system demonstrates a scalable and efficient approach for distributed data analysis in complex scenarios.…”
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A Dynamic Hierarchical Clustering Data Gathering Algorithm Based on Multiple Criteria Decision Making for 3D Underwater Sensor Networks by Xiaoying Song, Wei Sun, Qilong Zhang

“…Aiming to address this problem, we propose a dynamic hierarchical clustering data gathering algorithm based on multiple criteria decision making (DHCDGA) in a 3D underwater sensor network. …”
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Hybrid intelligence systems for reliable automation: advancing knowledge work and autonomous operations with scalable AI architectures by Allan Grosvenor, Anton Zemlyansky, Abdul Wahab, Kyrylo Bohachov, Aras Dogan, Dwyer Deighan

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