Using Permutation-Based Feature Importance for Improved Machine Learning Model Performance at Reduced Costs by Adam Khan, Asad Ali, Jahangir Khan, Fasee Ullah, Muhammad Faheem

“…Moreover, the Permutation Feature Importance (PFI)-based model-agnostic method was employed to identify the top ten features most critical for model accuracy and efficiency. …”
Get full text

SUBSIDIARY LIABILITY OF CONTROLLING PERSONS IN THE CONTEXT OF THE DEBTOR’S BUSINESS ACTIVITIES by PETUHOV S.V.

“…Achieving the maximum amount of satisfaction of creditors’ rights is impossible without improving the efficiency of bankruptcy procedures, the availability of tools to protect the interests of the controlling person. …”
Get full text

abnormal data detection and learning their behavior by abnormality and satisficing theory by masood abessi, Elahe Hajigol Yazdi

“…The efficiency of the proposed model determined by using it, for abnormal stock selection from the Iran stock market. …”
Get full text

THE PROPOSAL MODEL OF RATIONAL WORKFORCE ASSIGNMENT IN DOKUZ EYLUL UNIVERSITY BY ANALYTIC HIERARCHY PROCESS BASED 0-1 INTEGER PROGRAMMING by Yılmaz GÖKŞEN, Hakan AŞAN, Onur DOĞAN, Mustafa ÜNLÜ, Osman PALA

“…Specific criteria have been determined for each occupational group depending on this method. …”
Get full text

EVALUATION OF THE ACTIVITIES OF AGRICULTURAL PRODUCTS PROCESSING ENTERPRISES IN AZERBAIJAN AND DIRECTIONS OF THEIR DEVELOPMENT by Shohrat İzzat Aliyeva, Zulfiya Mirza Gasimova, Sadagat Yusup Aliyeva, Hijran Rafig Kocharli

“…It emphasizes the need to increase the efficiency of utilizing economic potential and develop a strategy for the development of processing enterprises, adopting a systematic approach. …”
Get full text

DFT analysis of the [3 + 2] heterocyclization reaction of ((1,2,4-triazole(1,3,4-oxadiazole)-3(2)-yl)methyl)thiopyrimidines by Yu. V. Karpenko

“…Melting points were determined using the capillary method on a Stanford Research Systems Melting Point Apparatus 100 (SRS, USA). …”
Get full text

Assessment of Learning Styles of First-year Medical Students’ using VARK 8.02 Model Questionnaire: A Cross-sectional Study by Senthil Ganesh P Kannappan, Ravichandran Doraisamy, Vijayakumar Jagadesan

“…Teachers can plan their lessons based on students’ learning preferences to improve the effectiveness and efficiency of their teaching and learning methods. To accommodate different learning styles, educators should combine various teaching methods.…”
Get full text

Exploration of Homeowners' Perception Towards Green Homes Features by M. D. Krisna Adya Anindita, Natalia Suwarno, Dewi Larasati, Hanson Endra Kusuma, Daud Tjondrorahardja

“…Green homes concept implementation is one of strategies to increase energy and water efficiency in residential buildings. Currently, the concept of green homes has been adopted by the public and promoted by the government because of its benefits. …”
Get full text

Economic Optimization of Hybrid Energy Storage Capacity for Wind Power Based on Coordinated SGMD and PSO by Kai Qi, Keqilao Meng, Xiangdong Meng, Fengwei Zhao, Yuefei Lü

“…However, the inherent volatility and insufficient peak regulation capability in energy storage allocation hamper efficient grid integration. To address these challenges, this paper presents a hybrid storage capacity configuration method that combines Symplectic Geometry Mode Decomposition (SGMD) with Particle Swarm Optimization (PSO). …”
Get full text

Green synthesis of Ag@TiO2 nanomaterials using Achyranthes aspera leaf extract for sustainable photocatalytic degradation of dyes by Vikram Jadhav, Mukta Patil, Shaktising Pardeshi, Hemant Suryavanshi, Arun Bhagare

“…Abstract In this study, we employed a greener, eco-friendly method for synthesizing Ag@TiO2 nanomaterials via the hydrothermal method using the plant Achyranthes aspera leaf extract. …”
Get full text

New Realities of the Enterprise Management System Information Support: Economic and Mathematical Models and Cloud Technologies by Anatolii Asaul Asaul, Mykhailo Voynarenko, Liudmyla Yemchuk, Larysa Dzhulii

“…In the process of research, the sequence of construction and the overall structure of the enterprise management system, based on the use of cloud technologies, are determined, which allowed to build a mathematical model for calculating the probability of making an error-free decision, evaluating the efficiency of decision-making, a model of making a management decision for a certain time with the parallel method of operation of elements of the enterprise management system.…”
Get full text

Research on Traction Speed Regulation and Braking Device of Pipeline Intelligent Plugging Robot by TANG Yang, PI Yunsen, LIU Xiang, WANG Guorong

“…Its motion influencing factors are analyzed to determine key parameters affecting speed control characteristics. …”
Get full text

Machine-learning-driven feature importance analysis for guiding the protonic ceramic fuel cell manufacturing by Jinwoo Kim, Jaewan Baek, Mingi Choi

“…These results can give us guidelines for the efficient manufacturing of the PCFC.…”
Get full text

Parametric optimization of the slot waveguide characteristics using a machine-learning approach by Yadvendra Singh, Suraj Jena, Harish Subbaraman

“…Three different ML techniques, such as artificial neural network (ANN), support vector regression (SVR), and random forest (RF), were tested to compute performance parameters for the slot waveguide. The RF method outperformed the other two with mean absolute error (MAE), root mean square error (RMSE), coefficient of determination ( $$\hbox {R}^{2}$$ ), and Nash–Sutcliffe efficiency (NSE) values corresponding $$\hbox {n}_{eff}$$ and $$\hbox {P}_{conf}$$ as 0.007, 0.054, 0.961, and 0.960, and 0.129, 0.185, 0.998, and 0.998, respectively. …”
Get full text

Comparative Study of Discounted Cash Flow and Energy Return on Investment: Review of Oil and Gas Resource Economic Evaluation by J. Yan, L. Feng, A. N. Steblyanskaya, S. Fu

“…The authors suggest using a new assessment method that determines the energy return on investment (EROI). …”
Get full text

Optimal and Economic Programming in a Reconfigured Competitive Electricity Market Considering Dispersed Generation Sources with the Firefly Algorithm by Muhammad Sibtain, Snoober Saleem

“…The optimal sales prices of the units are also calculated by the game theory. The proposed method is implemented on a 33-bus system in MATLAB, and its results are compared with PSO and GA results to demonstrate the efficiency.…”
Get full text

Extraction and Analysis of Strontium in Water Sample Using a Sr2+ Selective Polymer as the Absorbent Phase by Rongjian Ying

“…Factors, including absorption time, temperature, stirring rate, salt-out effect, desorption, and the pH of the aqueous solution, were investigated to optimize the absorption efficiency of Sr2+. Foreign ions were examined to observe their effects on the absorption behavior of Sr2+. …”
Get full text

Computational Technique for Crack Propagation Simulation in Viscoelastic Solid Propellant by Qiangqiang Jiang, Xuan Lv, Huiru Cui, Teng Ma

“…Typical fracture problem, single edge-notched tension test (SENT) is solved to demonstrate the efficiency and accuracy of the proposed method. In addition, double edge-notched tension test (DENT) as well as plate tension test with a slant crack is conducted to show the special fracture characters in viscoelastic solid propellant, like time dependence. …”
Get full text

Cryptosporidium parvum prevalence in a group of Turkish children by Y Akyön, S Ergüven, S Arikan, K Yurdakök, A Günalp

“… Stool samples from two hundred children with diarrhea and from 50 healthy children were examined, by modified Kinyoun's acid-fast staining (MAF), Giemsa staining and direct (DFA) and indirect immunofluorescence antibody (IFA) methods, in order to determine cryptosporidiosis prevalence under the age of 12 and to detect the most efficient identifying method for use in our country. …”
Get full text

Simultaneously Detecting the Power and Temperature of a Microwave Sensor via the Quantum Technique by Zhenrong Zhang, Yuchong Jin, Jun Tang, Jun Liu

“…This method enables the efficient real-time acquisition of synchronized data on both microwave power and temperature from the sensor, facilitating concurrent monitoring without the necessity of additional sensing devices. …”
Get full text