IMBoost: A New Weighting Factor for Boosting to Improve the Classification Performance of Imbalanced Data by SeyedEhsan Roshan, Jafar Tanha, Farzad Hallaji, Mohammad-reza Ghanbari

“…Our approach involves computing weights for both minority and majority class samples based on the performance of classifier on each class individually. …”
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An Efficient Multiparty Threshold ECDSA Protocol against Malicious Adversaries for Blockchain-Based LLMs by Jing Wang, Xue Yuan, Yingjie Xu, Yudi Zhang

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Pretraining Convolutional Neural Networks for Image-Based Vehicle Classification by Yunfei Han, Tonghai Jiang, Yupeng Ma, Chunxiang Xu

“…Vehicle detection and classification are very important for analysis of vehicle behavior in intelligent transportation system, urban computing, etc. In this paper, an approach based on convolutional neural networks (CNNs) has been applied for vehicle classification. …”
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An Improved Image Processing Based on Deep Learning Backpropagation Technique by Yang Gao, Yue Tian

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Advances in Image Generation Technology: Exploring GANs and MirrorGANs by Shi Lewuqiong

“…Image Generation is the backbone of visual computing, mostly utilized in intelligent designs. …”
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Pervasive Urban Sensing with Large-Scale Mobile Probe Vehicles by Yanmin Zhu, Xuemei Liu, Yin Wang

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Exact Solutions of the Generalized ZK and Gardner Equations by Extended Generalized G′/G-Expansion Method by Sanjaya K. Mohanty, Apul N. Dev, Soubhagya Kumar Sahoo, Homan Emadifar, Geeta Arora

“…We construct innovative solutions to the models under consideration using various computing tools and a recently developed extended generalized G′/G expansion technique. …”
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Decentralized Scheduling Algorithm for DAG Based Tasks on P2P Grid by Piyush Chauhan, Nitin

“…Grid systems and P2P model both are newfangled distributed computing approaches. Combining P2P model and grid systems we get P2P grid systems. …”
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Managing Uncertainty: Company’s Adaptive Capabilities during Covid-19 by Iva Atanassova, Peter Bednar

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Vibration Analysis of Rectangular Plates with One or More Guided Edges via Bicubic B-Spline Method by W.J. Si, K.Y. Lam, S.W. Gong

“…Fast convergence, high accuracy and computational efficiency have been demonstrated from the comparisons. …”
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An Improved Finite Difference Type Numerical Method for Structural Dynamic Analysis by Sung-Hoon Kim, Youn-sik Park

“…Since the proposed numerical scheme automatically satisfies the natural boundary conditions and at the same time, all the partial differential terms at boundary points are directly interpretable to their physical meanings, the proposed numerical scheme has merits in computing 1-D structural dynamic motion over the existing finite difference numeric methods. …”
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Sharp Bounds of the Hyper-Zagreb Index on Acyclic, Unicylic, and Bicyclic Graphs by Wei Gao, Muhammad Kamran Jamil, Aisha Javed, Mohammad Reza Farahani, Shaohui Wang, Jia-Bao Liu

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Complete Characterization of Resistance Distance for Linear Octagonal Networks by Jing Zhao, Jia-Bao Liu, Ali Zafari

“…Computing the resistance distance of a network is a fundamental and classical topic. …”
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An Improved ARIMA-Based Traffic Anomaly Detection Algorithm for Wireless Sensor Networks by Qin Yu, Lyu Jibin, Lirui Jiang

“…In this paper, based on the improved Autoregressive Integrated Moving Average (ARIMA) model, we propose a traffic anomaly detection algorithm for wireless sensor networks (WSNs) which considers the particular imbalanced, nonstationary properties of the WSN traffic and the limited energy and computing capacity of the wireless sensors at the same time. …”
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Development of Deep Convolutional Neural Network with Adaptive Batch Normalization Algorithm for Bearing Fault Diagnosis by Chao Fu, Qing Lv, Hsiung-Cheng Lin

“…In this paper, a CNN integrated with the adaptive batch normalization (ABN) algorithm (ABN-CNN) is developed to avoid high computing resource requirements of such complex networks. …”
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Simulating Growth Kinetics in a Data-Parallel 3D Lattice Photobioreactor by A. V. Husselmann, K. A. Hawick

“…We bring together agent-based simulation with the Photosynthetic Factory (PSF) model, as well as certain key bioreactor characteristics in a visual 3D, parallel computing fashion. Despite being at small scale, the simulation gives excellent visual cues on the dynamics of such a reactor, and we further investigate the model in a variety of ways. …”
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Smart Learning in the 21st Century: Advancing Constructionism Across Three Digital Epochs by Ilya Levin, Alexei L. Semenov, Mikael Gorsky

“…This article explores the evolution of constructionism as an educational framework, tracing its relevance and transformation across three pivotal eras: the advent of personal computing, the networked society, and the current era of generative AI. …”
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A New Chaotic System with Only Nonhyperbolic Equilibrium Points: Dynamics and Its Engineering Application by Maryam Zolfaghari-Nejad, Mostafa Charmi, Hossein Hassanpoor

“…Moreover, the complexity of the system is analyzed by computing spectral entropy. The spectral entropy distribution under different initial values is very scattered and shows that the new system has numerous multiple attractors. …”
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Interstitial Pressure And Fluid Motion In Tumor Cords by Alessandro Bertuzzi, Antonio Fasano, Alberto Gandolfi, Carmela Sinisgalli

“…The most relevant aspects of the dynamicsof extracellular fluid are by computing the longitudinal average of the radialfluid velocity and of the pressure field. …”
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Phoneme analysis for multiple languages with fuzzy‐based speaker identification by Thales Aguiar deLima, Márjory Cristiany Da‐Costa Abreu

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