Analisis Kredit Pembayaran Biaya Kuliah Dengan Pendekatan Pembelajaran Mesin by Arliyanti Nurdin, Rizqa Amelia Zunaidi, Muhammad Arkan Fauzan Wicaksono, Agi Lobita Japtara Martadinata

“…Based on the results of uji the algorithm with the best performance is KNN with a recall for the prediction of "failure to pay" of 0,8 and prediction of "success" of 0,76. …”
Get full text

Peningkatan Akurasi Metode Weighted Fuzzy Time Series Forecasting Menggunakan Algoritma Evolusi Differensial dan Fuzzy C-Means by Agus Fachrur Rozy, Solimun Solimun, Ni Wayan Surya Wardhani

“…Conventional prediction methods encounter difficulties in adapting data with the assumptions used, necessitating the application of the Weighted Fuzzy Time Series (WFTS) method. …”
Get full text

Analisis Tren dan Perkiraan Pandemi COVID-19 di Indonesia Menggunakan Peramalan Metode Prophet :Sebelum dan Sesudah Aturan New Normal by Mawaddah Harahap, Ahmad Zaki Andika, Amir Mahmud Husein, Abdi Dharma

“…The Prophet method is used to predict confirmed cases and deaths within the next 30 days. …”
Get full text

THE INFLUENCE OF SAMPLE SIZE AND SELECTION OF FINANCIAL RATIOS IN BANKRUPTCY MODEL ACCURACY by Yusuf Ali Al-Hroot

“…The prediction accuracy varies among models when increasing the sample size from 6 to 14 companies for the models that developed from the financial ratios of the first group.  …”
Get full text

Aplicação de teorias de aprendizagem social baseadas na prática no debate da mudança climática: avaliação do papel do setor privado em iniciativas de descarbonização no Brasil... by Daniele Vieira do Nascimento

Get full text

Analysis of stress distribution of CFRP bonded joints: A study of numerical and machine learning approach by Shah Mohammad Azam Rishad, Md Ashraful Islam, Md Shahidul Islam

“…As this study also supports engineers and researchers in devising optimized machine learning models for addressing CFRP-bonded joint challenges, the accuracy of stress prediction is improved by applying machine learning techniques to the collected data more refinedly.…”
Get full text

Forecasting the Treasury Yield Spread for FRED T10Y2Y Data Based on Multiple Approaches by Leu Ying Chen

“…As a matter of fact, price prediction for financial underlying assets always been a hot topic in financial fields in recent years with high volatility. …”
Get full text

THE INFLUENCE OF SAMPLE SIZE AND SELECTION OF FINANCIAL RATIOS IN BANKRUPTCY MODEL ACCURACY by Yusuf Ali Al-Hroot

“…The prediction accuracy varies among models when increasing the sample size from 6 to 14 companies for the models that developed from the financial ratios of the first group.  …”
Get full text

How data science and AI-based technologies impact genomics by Jing Lin, Kee Yuan Ngiam

“…In this review, we focus on the application of data science and AI technology in three areas, including risk prediction and identification of causal single-nucleotide polymorphisms, EHR-based phenotyping and CRISPR guide RNA design. …”
Get full text

Advances in machine learning applications to resource technology for organic solid waste by Hongzhi MA, Yichan LIU, Jihua ZHAO, Fan FEI, Ming GAO, Qunhui WANG

“…A key focus of this work is the combination of ML models with optimization algorithms like Genetic Algorithm, which improves the performance of ML models by optimizing hyperparameters and enhancing prediction accuracy. This approach is particularly useful in complex processes such as biological treatment and resource recovery, where ML models can predict waste characteristics and optimize treatment conditions. …”
Get full text

Gene function revealed at the moment of stochastic gene silencing by Shreyan Gupta, James J. Cai

“…Analysis of real data demonstrates that scSGS can reveal regulatory relationships up- and downstream of target genes, circumventing the survivorship bias that often affects gene knockout and perturbation studies. scSGS thus offers an efficient approach for gene function prediction, with significant potential to reduce the use of genetically modified animals in gene function research.…”
Get full text

The Relational Aspects of Luxury Consumption in Brazil: The development of a Luxury Customer Relationship Perception Scale and the Analysis of Brand Personality Influence on Relati... by Fernanda Scussel, Gisela Demo

“…As a secondary objective, we tested the relation between the dimensions of brand personality on relationship perception in the luxury context, confirming a prediction relation between these variables. Regarding our contributions, we propose a new metric for marketing literature, which enables future relational studies with other consumer behavior constructs. …”
Get full text

Integrative prognostic modeling of ovarian cancer: incorporating genetic, clinical, and immunological markers by Aidi Lin, Feifei Xue, Chenxiang Pan, Lijiao Li

“…The risk score effectively predicted patient survival, distinguishing between high and low-risk groups with significant outcome differences. …”
Get full text

Utilizing MV-FLOW™ and multidimensional ultrasound characteristics for prognosticating FET outcomes in RIF patients: Study Protocol for a cross-sectional study. by Ying Zhou, Li-Ying Liu, Hua-Ju Yang, Yuan-Yuan Lai, Di Gan, Jie Yang

“…We collected basic clinical data and multimodal ultrasound data from these patients as predictive features, with clinical pregnancy as the predictive label, for model training. …”
Get full text

Review of the matched asymptotic approach of the coupled criterion by Jiménez-Alfaro, Sara, García, Israel García, Doitrand, Aurélien

“…This method can be seamlessly integrated with the Coupled Criterion (CC), which enables the prediction of crack nucleation and propagation in brittle materials. …”
Get full text

The real-time data processing framework for blockchain and edge computing by Zhaolong Gao, Wei Yan

“…Experimental results demonstrate that VCD-TSNet outperforms baseline models in classification accuracy, prediction precision, and real-time performance. For instance, on the BoT-IoT dataset, the classification accuracy reaches 97.5%, throughput increases to 920 TPS, and response time stays below 85 ms. …”
Get full text

Path Scheduling and Target Trajectory Optimization in UAVs Based on Dragonfly and Firefly Algorithm by Methaq Hadi Lafta

“…Parametric indeterminacy is several factors in UAVs movement prediction and trajectory, such as speed, movement angle, accuracy, movement time, and situation and direct control. …”
Get full text

Genetic polymorphism of hepatitis C virus and risk of hepatocellular carcinoma by S. N. Mammayev, A. M. Karimova

“…Early detection mutant Glu 70, Met 91 forms of HCV genotype 1b will provide prediction of HCC risk in CHC patients and to begin adequate etiological treatment for preventive maintenance of this dangerous complication intime.…”
Get full text

Stochastic process-based drought monitoring and assessment system: A temporal switched weights approach for accurate and precise drought determination. by Muhammad Asif Khan, Sergey Barykin, Dmitry Karpov, Nikita Lukashevich, Akram Ochilov, Rizwan Munir

“…Effective drought mitigation policies necessitate the monitoring and prediction of drought. To determine the severity and impacts of droughts accurately and precisely, probabilistic models have been developed. …”
Get full text

Epitope mapping of recombinant Salmonella enterica serotype Heidelberg flagellar hook-associated protein by in silico and in vivo approaches by Hung-Yueh Yeh

“…The aim of the present study was to compare the epitope identification in the Salmonella enterica serotype Heidelberg FlgK protein by in silico prediction and in vivo experiment with mass spectrometry in association with immunoprecipitation proteomics. …”
Get full text