A decentralised federated learning scheme for heterogeneous devices in cognitive IoT by Huanhuan Ge, Xingtao Yang, Jinlong Wang, Zhihan Lyu

“…We initialised models for edge devices based on computational and storage capabilities to accommodate system heterogeneity. …”
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A Metaheuristic Approach for a Two-dimensional Fuzzy Version of the Variable Size and Cost Bin Packing Problem by Jorge Herrera Franklin, Alejandro Rosete, Guillermo Sosa-Gómez, Omar Rojas

“…In this paper, we introduce a metaheuristic method for solving the fuzzy version of VSCBPP, facilitating the simultaneous relaxation of two constraints: the overloading of containers and the exclusion of specific items from the packing process. Consequently, this two-dimensional fuzzy relaxation of the VSCBPP enables us to derive a range of solutions that present varying trade-offs between cost and the satisfaction levels of the original constraints. …”
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Knowledge cues to human origins facilitate self-disclosure during interactions with chatbots by Gabriella Warren-Smith, Guy Laban, Emily-Marie Pacheco, Emily S. Cross

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Lattice-Based Decision Models for Green Urban Development: Insights from $$L_{q}*$$ L q ∗ q-Rung Orthopair Multi-fuzzy Soft Set by Vimala Jayakumar, Mahalakshmi Pethaperumal, Nasreen Kausar, Dragan Pamucar, Vladimir Simic, Mohammed Abdullah Salman

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Numerical simulations of the interactions between counterflowing density currents by Samuel Ukpong Okon, Qian Li, Fangzhou Shen, Nan Wang, Zhiguo He

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SwinSegFormer: Advancing Aerial Image Semantic Segmentation for Flood Detection by Muhammad Tariq Shaheen, Hafsa Iqbal, Numan Khurshid, Haleema Sadia, Nasir Saeed

“…Additionally, we developed a post-processing module to categorize areas into flooded and non-flooded. …”
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Deep Learning Algorithm for Optimized Sensor Data Fusion in Fault Diagnosis and Tolerance by M. Elhoseny, Deepak Dasaratha Rao, Bala Dhandayuthapani Veerasamy, Noha Alduaiji, J. Shreyas, Piyush Kumar Shukla

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Discrete Sizing Optimization of Steel Structures Using Modified Fireworks Algorithm by Navid Seraji, Mehdi Babaei

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The Two-Stage Alzheimer’s Disease Automatic Diagnosis Algorithm Based on ST-MBV3 Model by Guiping Li, Zhenhao Jin, Minghui Deng, Junjie Gong, Piaoyi Zheng

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AQST-ClustNet: Hybrid Aquila Quantum Sooty Tern Optimization for User Profile Clustering in Social Network by K. Dinesh Babu, L. Sujihelen, C. Senthil Singh

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Graph neural network-tracker: a graph neural network-based multi-sensor fusion framework for robust unmanned aerial vehicle tracking by Karim Dabbabi, Tijeni Delleji

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Dynamic Agricultural Pest Classification Using Enhanced SAO-CNN and Swarm Intelligence Optimization for UAVs by Shiwei Chu, Wenxia Bao

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A Dynamic State Cluster-Based Particle Swarm Optimization Algorithm by Zhenya Diao, Fei Yu, Hongrun Wu, Xuewen Xia

“…Abstract Fitness landscape (FL) is an effective tool for describing and analyzing the real-time dynamics of the search process, offering valuable insights into the population’s varying states. …”
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Cost Estimation of Construction Projects under Risk and Cost-Influencing Factors by Mohammad Sheikhalishahi, Mahshid Yadegari, Emran Eshgheelahi

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Comprehensive Feature-Driven PCOS Predictor: A Reinforcement Learning-Based Binary Equilibrium Optimization Approach by S. Reka, T. Suriya Praba, Krishna Kumar Manchala, Anna Venkateswarlu

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Entrepreneurial Skill Augmented Neural Network (ESANN): A Deep Learning Approach for Enhancing Entrepreneurial Competencies in Teachers by Jian Li

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RETRACTED ARTICLE: Attention Pyramid Convolutional Neural Network Optimized with Big Data for Teaching Aerobics by Chunmei Chen

“…The implementation, carried out in Python, undergoes evaluation using various metrics, including accuracy, computational time, sensitivity, specificity, precision, and ROC analysis. …”
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Enhancing Structural Health Monitoring of Super-Tall Buildings Using Support Vector Machines, MEMD, and Wavelet Transform by Rouzbeh Doroudi, Seyed Hossein Hosseini Lavasani, Mohsen Shahrouzi, Aref Afshar

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A Fuzzy Neural Network Approach for Nanomaterials Analysis in Nanoelectronics Under Fuzzy Credibility Information by Ihsan Ullah, Saleem Abdullah, Marya Nawaz, Hameed Gul Ahmadzai

“…The classical decision making process is often difficult and uncertain when identifying the ideal nanomaterial. …”
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Finding Reliability of Slopes by Optimization of ANFIS with GA, FFA and PSO by Jayanti Bharti, Pijush Samui

“…The data sample is splitted in 30:70 for testing and training during model processing. The obtained model results are verified through regression plot, 36 statistical indices, Rank value, Taylor diagram and uncertainty analysis. …”
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