Efficient Model Order Reduction of Structural Dynamic Systems with Local Nonlinearities under Periodic Motion by M. Mohammadali, H. Ahmadian

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PCA and PSO based optimized support vector machine for efficient intrusion detection in internet of things by Mutkule Prasad Raghunath, Shyam Deshmukh, Poonam Chaudhari, Sunil L. Bangare, Kishori Kasat, Mohan Awasthy, Batyrkhan Omarov, Rajesh R. Waghulde

“…The PSO-based SVM method is shown superior performance compared to random forest and linear regression methods in terms of precision, recall, and specificity.…”
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An Efficient Ranking Technique for Intuitionistic Fuzzy Numbers with Its Application in Chance Constrained Bilevel Programming by Animesh Biswas, Arnab Kumar De

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Driving behavior recognition and prediction based on Bayesian model by Xinsheng WANG, Zhen BIAN

“…Since the existing intelligent driving systems are lack of efficiency and accuracy when processing huge number of driving data,a brand new approach of processing driving data was developed to identify and predicate human driving behavior based on Bayesian model.The approach was proposed to take two steps to deduce the specific driving behavior from driving data correspondingly without any supervision,the first step being using Bayesian model segmentation algorithm to divide driving data that inertial sensor collected into near-linear segments with the help of Bayesian model segmentation algorithm,and the second step being using extended LDA model to aggregate those linear segments into specific driving behavior (such as braking,turning,acceleration and coasting).Both offline and online experiments are conducted to verify this approach and it turns out that approach has higher efficiency and recognition accuracy when dealing with numerous driving data.…”
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Joint dynamics and efficient initialization techniques for potentials and currents in the P2D battery model by Keivan Haghverdi, Dmitri L. Danilov, Grietus Mulder, Luis D. Couto, Rüdiger-A. Eichel

“…This study proposes an analytically derived linear solution for initializing these conditions as an approximate guess. …”
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An Efficient Local Artificial Boundary Condition for Infinite Long Finite Element Euler–Bernoulli Beam by Zijun Zheng, Gang Pang

“…To solve the wave propagation problems of the Euler–Bernoulli beam in an unbounded domain effectively and efficiently, a new local artificial boundary condition technology is proposed. …”
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Eco-efficient conveyer belt loading methods. A classification approach for minimizing energy consumption by Bahadirov G.A., Gulmatov A.B., Umarov B.T., Mirzayev O.T.

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Analysis of Using Multi-Angle Conventional Ultrasound Scanning for Efficient 3-D Object Imaging by Maciej SABINIOK, Krzysztof J. OPIELIŃSKI, Sylwia LIS

“…The purpose of this work is to examine the possibility of using multi-angle conventional ultrasound B-mode scanning in efficient 3-D imaging. In the paper, the volume of an object is reconstructed from vertical projections registered at fixed angular positions of the multi-element linear ultrasonic probe rotated in relation to the object submerged in water. …”
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Evaluation the efficiency of using Artificial Neural Networks in predicting meteorological droughts in north-west of Iran by Arash malekian, mahro dehbozorgi, Amir hoshang ehsani

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Analysis of the Effect of Clarity, Efficiency, Accuracy, Stimulation, and Novelty on the Attraction of Using PayLater Services by Mutiara Cahyani, Siti Jamilah

“…The research method used is quantitative with an associative approach and multiple linear regression analysis techniques through SEM-PLS. …”
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Efficient dynamic task offloading and resource allocation in UAV-assisted MEC for large sport event by Chen Peng, Qiqi Wang, Desheng Zhang

“…To address this issue, we propose the efficient dynamic resource allocation (EDRA) algorithm. …”
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Design of efficient generalized digital fractional order differentiators using an improved whale optimization algorithm by Mohammed Ali Mohammed Moqbel, Talal Ahmed Ali Ali, Zhu Xiao, Amani Ali Ahmed Ali

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Efficiency Comparison of Prediction Methods and Analysis of Factors Affecting Savings of People in the Central Region of Thailand by Achara Phaeobang, Saichon Sinsomboonthong

“…Many studies concluded that ANN is more efficient than MLR. However, some studies concluded that MLR is more efficient. …”
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Study of the Energy Efficiency of a Thermal Electrical Generator with a Hydraulic Heat Supply System by Oleg Ivanov

“…The study of the generator operation without load revealed a linear change in the converter's thermoelectromotive force from 600 to 2600 mV. …”
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A Fast and Efficient Beamforming Algorithm Imitating Plant Growth Gene for Phased Array Antenna by Jinling Zhang, Chen Han, Zhanqi Zheng, Xiongzhi Zhu, Xiaohui Li

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Machine learning for efficient CO2 sequestration in cementitious materials: a data-driven method by Yanjie SUN, Chen ZHANG, Yuan-Hao WEI, Haoliang JIN, Peiliang SHEN, Chi Sun POON, He YAN, Xiao-Yong WEI

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Comprehensive analysis of key design parameters affecting the efficiency of flat plate solar thermal collectors by Ekrem Özden, Mehmet Numan Kaya

“…The absorptance ratio exhibits a linear relationship with collector efficiency, increasing from 48.4 % at 0.60 absorptance to 81.2 % at 0.95 absorptance, while emissivity negatively affects efficiency, showing an 8.3 % reduction when increased from 0.05 to 0.40, but its impact is less significant than the positive effect of absorptance. …”
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GeoMIP-Pattern – a pattern scaling dataset for efficient generation of custom geoengineering scenarios by Rodrigo Muñoz-Sánchez, Bernardo A. Bastien-Olvera, Oscar Calderón, Francisco Estrada Porrúa, Miguel Altamirano

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Efficient Gearbox Fault Diagnosis Based on Improved Multi-Scale CNN with Lightweight Convolutional Attention by Bin Yuan, Yaoqi Li, Suifan Chen

“…The lightweight convolutional attention is adaptively captured by the dynamic convolutional kernel generation strategy to adaptively capture local features in the time domain, and combined with grouped convolution to enhance the computational efficiency further; in addition, parameterized revised linear units are introduced to retain fault-sensitive negative information, which enhances the model’s ability to detect weak faults. …”
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INTERNAL AUDIT EFFICIENCY AND PUBLIC SECTOR PERFORMANCE: A STUDY OF SELECTED MDAs IN KWARA STATE by Aminat Arike ARIYO-EDU, Ibrahim Ayodeji WOLI-JIMOH, Muhammed Lawal SUBAIR

“…Primary data was sourced through the administration of well-structured questionnaire using five-points Likert scale to measure the question items. Simple Linear Regression was used for the data analysis with the aid of Statistical Package for Social Sciences (SPSS) version 23.0 and the results revealed that 93.9% increase in public sector management (β=0.939, t0.05>1.645), caused a unit change in internal audit efficiency (IAE) of the selected case study. …”
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