Search Results - evaluation algorithms

Semantic Differential For Evaluation of Educational Pathway of Personality by Yana Sukhenko

“…It was processed according to two algorithms distinguishing semantic universals, and their advantages were identified. …”
Get full text

EXPRESS-EVALUATION OF THE EFFICIENCY OF IMPLEMENTATION OF ENERGY SAVING ACTIVITIES by Litvin V.I.

Get full text

Cutting-edge multi-task model: unveiling COVID-19 through fusion of image processing algorithms by Shirin Kordnoori, Maliheh Sabeti, Hamidreza Mostafaei, Saeed Seyed Agha Banihashemi

“…The primary objective of this model is to address the challenge of task imbalance introduced by the application of image processing algorithms in the multi-task models. Our study involves a two-stage evaluation. …”
Get full text

Machine Learning Applications for Predicting High-Cost Claims Using Insurance Data by Esmeralda Brati, Alma Braimllari, Ardit Gjeçi

“…This study aimed to empirically evaluate the performance of classification algorithms, including Logistic Regression, Decision Tree, Random Forest, XGBoost, K-Nearest Neighbors, Support Vector Machine, and Naïve Bayes to predict high insurance claims. …”
Get full text

ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models by Fabio Mendonca, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-Garcia, Mario A. T. Figueiredo

“…Uncertainty analysis of classification or regression models is a key feature of probabilistic approaches to supervised learning, allowing the assessment of how trustworthy predictions are. Just as boosting algorithms aim at obtaining accurate ensembles of simple classifiers, using a process guided by the accuracy of each of these classifiers, the method proposed in this paper builds an ensemble guided by the uncertainty of each of its individual models. …”
Get full text

MissPred: A Robust Two-Stage Radar Echo Extrapolation Algorithm for Incomplete Sequences by Ziqi Zhao, Chunxu Duan, Lin Song, Qilin Zhang, Wenda Zhu, Yi Liu

Get full text

ROS-based navigation in unknown environment using the InsertBug algorithm: Issues of practical usage by I. A. Nekerov, R. N. Safin, T. G. Tsoy, S. Sulaiman, E. A. Martinez-Garcia, E. A. Magid

“…BUG algorithms are effective strategies for local path planning in unknown environments. …”
Get full text

PROBLEMS OF SELECTION AND EVALUATION OF INNOVATION AND INVESTMENT PROJECTS by Mukhammat U. Baychorov

“…The article analyzes the methods of evaluation of innovation and investment projects and algorithm evaluation and selection of innovation and investment projects. …”
Get full text

INFORMATION SYSTEM FOR EXPERT EVALUATION OF MEDICINES INTERCHANGEABILITY by D. P. Andreev, E. M. Rychikhina, A. V. Kozlovich, B. K. Romanov

“…The article analyses the results of application of a process-oriented approach to the development and implementation of an interchangeability evaluation algorithm in an expert institution. The article suggests step-by-step solutions for the development of an information system that will make it possible to automate standard operating procedures and help substantiate expert conclusions. …”
Get full text

Method of evaluation of the extent of skeletal forms of malocclusion by I. N. Zhmyrko, N. S. Drobysheva

Get full text

On the Issue of Evaluating the Effectiveness of Breeding Tribal Resources by N. Y. Bystrova, I. P. Kurochkina, L. A. Mamatova, E. B. Shuvalova

“…A system of indexes has been formed that reveal the tribal activity and the economic efficiency of the use of tribal resources with their further detailing. A step-by-step algorithm for synthetic evaluation of the effectiveness of breeding activities, including four stages, has been developed.Conclusion. …”
Get full text

Miniaturized NIRS Coupled with Machine Learning Algorithm for Noninvasively Quantifying Gluten Quality in Wheat Flour by Yuling Wang, Chen Zhang, Xinhua Li, Longzhu Xing, Mengchao Lv, Hongju He, Leiqing Pan, Xingqi Ou

“…Through a comparative evaluation of five wavelength selection techniques, 25–30 optimal wavelengths were identified, enabling the development of optimized SVR models. …”
Get full text

Optimizing Vital Signs in Patients With Traumatic Brain Injury: Reinforcement Learning Algorithm Development and Validation by Hongwei Zhang, Mengyuan Diao, Sheng Zhang, Peifeng Ni, Weidong Zhang, Chenxi Wu, Ying Zhu, Wei Hu

“…We extracted 34 features for analysis and modeling using a 2-hour time compensation, 2 action features (mean arterial pressure and temperature), and 1 outcome feature (survival status at 28 d). We used an RL algorithm called weighted dueling double deep Q-network with embedded human expertise to maximize cumulative returns and evaluated the model using a doubly robust off-policy evaluation method. …”
Get full text

Design of an evolutionary model for international trade settlement based on genetic algorithm and fuzzy neural network. by Jiaqing Huang, Yang Liu, Miaomiao Tu, Osama Sohaib

“…Results show that GA-FNN achieves an average classification accuracy of approximately 90% across high, medium, and low risk levels, outperforming traditional methods such as logistic regression, SVM (Support Vector Machine), and other metaheuristics like PSO (Particle Swarm Optimization) and SA (Simulated Algorithm). These findings demonstrate the model's effectiveness and practical value in dynamic international trade scenarios, offering a reliable approach for enhanced bank credit risk evaluation.…”
Get full text

WOAIP: Wireless Optimization Algorithm for Indoor Placement Based on Binary Particle Swarm Optimization (BPSO) by Omar S. Naif, Imad J. Mohammed

“…This study proposes and investigates a multi-level optimization algorithm called Wireless Optimization Algorithm for Indoor Placement (WOAIP) based on Binary Particle Swarm Optimization (BPSO). …”
Get full text

Automatic cutting and suturing control system based on improved FP16 visual recognition algorithm by Jiayin Wang, Weidong Zhao

“…The DarkPose image key point localization algorithm and the Yolov5 image detection algorithm are utilized to accurately determine the positions of surgical instruments, suture needles, and target points. …”
Get full text

Genetic Algorithm-Based Optimization of Online Diesel Fuel Upgrading Process for Nuclear Power Emergency by Lanqi Zhang, Hao Li, Fengyi Liu, Xiangnan Chu, Qi Ma, Haotian Ye

“…To enhance the oxidative stability of aging diesel fuel stored in nuclear power emergency systems, we propose a novel hybrid optimization framework that integrates a Genetic Algorithm (GA), State-Space Network (SSN) modeling, and Computational Fluid Dynamics (CFD) simulation. …”
Get full text

Securing IoT Communications via Anomaly Traffic Detection: Synergy of Genetic Algorithm and Ensemble Method by Behnam Seyedi, Octavian Postolache

“…The second phase focuses on optimal feature selection using a Genetic Algorithm enhanced with eagle-inspired search strategies. …”
Get full text

House Market Prediction Using Machine Learning by Nicușor-Andrei ANDREI

“…This study compares tree-based machine learning algorithms for predicting Bucharest residential apartment prices. …”
Get full text

High Impedance Fault Location in Distribution Systems: A Novel Approach With Enhanced Metrics and Intelligent Algorithms by Gabriela Nunes Lopes, Pedro I. N. Barbalho, Jose Carlos Melo Vieira, Denis V. Coury

“…Subsequently, these algorithms are evaluated and compared based on their error rates in locating HIFs. …”
Get full text