Search Results - computational complexity theory

Time-series modeling of epidemics in complex populations: Detecting changes in incidence volatility over time. by Rachael Aber, Yanming Di, Benjamin D Dalziel

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Statistical Mechanics of Linear <i>k</i>-mer Lattice Gases: From Theory to Applications by Julian Jose Riccardo, Pedro Marcelo Pasinetti, Jose Luis Riccardo, Antonio Jose Ramirez-Pastor

“…The statistical mechanics of structured particles with arbitrary size and shape adsorbed onto discrete lattices presents a longstanding theoretical challenge, mainly due to complex spatial correlations and entropic effects that emerge at finite densities. …”
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Optimizing resource allocation in industrial IoT with federated machine learning and edge computing integration by Ala'a R. Al-Shamasneh, Faten Khalid Karim, Yu Wang

“…Simulations confirm the methods' low complexity and superior efficacy, highlighting reduced system delay and enhanced model accuracy. …”
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Thermoelastic behavior of temperature-dependent materials using conformable fractional derivative and multi-temperature theory by A.R. El-Dhaba, H.M. Atef

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Integrative computational approaches identify haptoglobin inhibitors to modulate erythrocyte sedimentation rate in trauma-linked inflammatory and haematological malignancies by Abdulaziz H. Al Khzem, Shaban Ahmad

“…The study also included Density Functional Theory computations and pharmacokinetic profiling to assess these compounds’ suitability further, revealing promising results. …”
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Computationally Efficient Model Predictive Control of Delta-Connected CHB-Based Active Power Filter by Kehl Zdeněk, Glasberger Tomas, Peroutka Zdeněk

“…The results show that the control quality is comparable to the full-state FCS-MPC, while its computation time and complexity are notably reduced.…”
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Optimizing Trade-Offs in Reliability, Security, and Freshness for Integrated Communication, Sensing, and Over-the-Air Computing by Tianyu Ren, Miao Zhang, Fangyu Wang, Kaiyuan Zheng

“…To tackle this issue, this paper proposes an integrated sensing, communication, and computation over-the-air (ISCCO) framework and presents effective system design and optimization strategies. …”
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Vaccination as a Game: Behavioural Dynamics, Network Effects, and Policy Levers—A Comprehensive Review by Pedro H. T. Schimit, Abimael R. Sergio, Marco A. R. Fontoura

“…Here, we synthesise more than 80 theoretical, computational, and empirical studies to clarify how population structure, psychological perception, pathogen complexity, and policy incentives interact to determine vaccination equilibria and epidemic outcomes. …”
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Multiscale study of interaction between SARS-CoV-2 protein and human receptor complex by Roshan Sigdel, Jhulan Powrel, Nurapati Pantha, Narayan Prasad Adhikari

“…First-principles calculations, based on density functional theory (DFT) and hybrid functionals, were used to compute the binding energies of residues within the binding pockets, which were found to be negative, suggesting no significant intra-pocket binding. …”
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Exploring the potential of approved drugs for triple-negative breast cancer treatment by targeting casein kinase 2: Insights from computational studies. by Tagyedeen H Shoaib, Walaa Ibraheem, Mohammed Abdelrahman, Wadah Osman, Asmaa E Sherif, Ahmed Ashour, Sabrin R M Ibrahim, Kholoud F Ghazawi, Samar F Miski, Sara A Almadani, Duaa Fahad ALsiyud, Gamal A Mohamed, Abdulrahim A Alzain

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Business process analysis of university admissions: Combining TM Forum’s eTOM framework, discrete-event simulation, and queuing theory by Konstantin M. Terentyev, Leyla D. Abuzyarova, Irina A. Kochetkova, Konstantin E. Samouylov

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Bridging Disciplinary Divides: Exploring the Synergy of Punctuated Equilibrium Theory and Artificial Neural Networks in Policy Change Analysis by Łukasz Wordliczek

“…Despite some similarities between PET and NNs, limited systematic research has been conducted to bridge the gap between political science and computer science. The paper addresses this conceptual gap by presenting a theory-oriented, explorative examination, focusing on the commonalities in their principles, such as information processing, dynamic modeling, and adaptation. …”
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Predicting emotional responses in interactive art using Random Forests: a model grounded in enactive aesthetics by Xiaowei Chen, Xiaowei Chen, Zainuddin Ibrahim, Azlan Abdul Aziz

“…However, these emotional responses’ inherently dynamic, subjective, and often pre-reflective nature poses significant challenges to their systematic prediction and computational modeling.MethodsTo address these challenges, the present study introduces an interpretable machine learning framework grounded in the Random Forest (RF) algorithm, which provides a balanced trade-off between predictive performance and model transparency, thereby aligning with the needs of theory-driven emotion research. …”
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Optimal information gain at the onset of habituation to repeated stimuli by Giorgio Nicoletti, Matteo Bruzzone, Samir Suweis, Marco dal Maschio, Daniel Maria Busiello

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Hierarchical Event-Triggered Online Charging Management of Time-Varying Network of Electric Vehicles Based on Cooperative Game Theory by Maryam Amirabad Farahani, Mohammad Haeri

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Implementation of Basic Operations for Sparse Matrices when Solving a Generalized Eigenvalue Problem in the ACELAN-COMPOS Complex by P. A. Oganesyan, O. O. Shtein

“…When solving the SLAE by symmetric LQ method, the greatest computational costs were needed to multiply the matrix by a vector. …”
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The emotional cost of AI chatbots in education: Who benefits and who struggles? by Justin W. Carter, Justin T. Scott, John D. Barrett

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Chaos-Enhanced Fractional-Order Iterative Methods for the Stable and Efficient Solution of Nonlinear Engineering Problems by Mudassir Shams, Bruno Carpentieri

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Mutual human-robot understanding for a robot-enhanced society: the crucial development of shared embodied cognition by Giulio Sandini, Alessandra Sciutti, Pietro Morasso

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