Machine learning in environmental sustainability factor analysis in the agricultural sector by Kukartsev Vladislav, Kozlova Anastasia, Kukarceva Svetlana

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Detection of Anomalies in Data Streams Using the LSTM-CNN Model by Agnieszka Duraj, Piotr S. Szczepaniak, Artur Sadok

“…This paper presents a comparative analysis of selected deep learning methods applied to anomaly detection in data streams. …”
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Censoring Sensitivity Analysis for Benchmarking Survival Machine Learning Methods by János Báskay, Tamás Mezei, Péter Banczerowski, Anna Horváth, Tamás Joó, Péter Pollner

“…(1) Background: Survival analysis models in clinical research must effectively handle censored data, where complete survival times are unknown for some subjects. …”
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Preliminary study of lecturer competency analysis in learning at health universities by Novriyanti Achyar, Nurhizrah Gistituati, Hendri Budi Utama, Luthfiani Luthfiani, Indra Jaya

“…Data analysis in this study used descriptive analysis techniques. …”
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MACHINE LEARNING AND ECONOMETRICS: BRIDGING THE GAP FOR ENHANCED ECONOMIC ANALYSIS by Jamiu Adeniyi Yusuf, Abdulkadri IDRIS, Azeez Olawale AKINLOLU

“…The findings suggest that interdisciplinary collaboration between economists and data scientists will be crucial for advancing economic analysis and translating machine learning innovations into practical economic insights. …”
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Investigation and Empirical Analysis of Transfer Learning for Industrial IoT Networks by Preeti Yadav, Vinay Rishiwal, Mano Yadav, Aziz Alotaibi, Vinay Maurya, Udit Agarwal, Satyam Sharma

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An Analysis of Lesson Plans for Learning English in the Senior High School by Ni Luh Soma Antari

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Analysis of international life expectancies with manifold learning and neural networks by Jackie Li, Fan Cheng, Jia Jacie Liu, Emi Tanaka

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Comparative analysis of machine learning algorithms for money laundering detection by Sunday Adeola Ajagbe, Simphiwe Majola, Pragasen Mudali

“…This study’s approach involves data collecting, system design, implementation, data analysis, and experimental setup. …”
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LEARNING OBSTACLES ANALYSIS ON MULTIPLICATION OF NATURAL NUMBERS IN ELEMENTARY SCHOOL by Siti Maryam Rohimah, Salma Nur Anaya, Sarah Anida Putri, Yusup Nurdiansah

“…Data analysis techniques include data collection, reduction, display, and conclusion. …”
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Website-based formative feedback needs analysis in physics learning by Fauzia Dwi Sasmita, Sentot Kusairi, Khusaini Khusaini

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Analysis of human brain RNA-seq data reveals combined effects of 4 types of RNA modifications and 18 types of programmed cell death on Alzheimer’s disease by Ke Ye, Xinyu Han, Mengjie Tian, Lulu Liu, Xu Gao, Qing Xia, Dayong Wang

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An Ensemble Learning Approach for Drought Analysis and Forecasting in Central Bangladesh by Md. Alomgir Hossain, Momotaz Begum, Md. Nasim Akhtar, Md. Alamin Talukder, Nomanur Rahman, Mahfuzur Rahman

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Prediction of stock market using sentiment analysis and ensemble learning by Dr․ Archana Y. Chaudhari, Dr․ Smita Mahajan

“…The created computational framework intends to deliver actionable insights, directing investors on optimal buy or sell decisions to maximize profit potential by synthesizing historical data within customized training and trading scenarios. • This study implements the Stock market prediction based on Deep Reinforcement Learning (DRL) using Technical Analysis and financials’ statement. • DRL models like A2C, PPO2, and SAC, using data from Yahoo Finance, enhance investment decisions. • The proposed Policy Adaptation with Trust Region Optimization (PACTRO) method optimizes policy adaptation within trust regions. • Key technical indicators like ROC, MACD, Bollinger Bands, and RSI are crucial inputs for the prediction framework, helping guide optimal investment decisions.…”
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Applications of machine learning in decision analysis for dose management for dofetilide. by Andrew E Levy, Minakshi Biswas, Rachel Weber, Khaldoun Tarakji, Mina Chung, Peter A Noseworthy, Christopher Newton-Cheh, Michael A Rosenberg

“…Principal component analysis and cluster analysis identified 8 clusters as a reasonable data reduction method. …”
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ANALYSIS DIMENSIONS OF CREATIVITY IN STEM INTEGRATED PROJECT-BASED LEARNING by Prapawan Thongsri, Eko Susilowati

“…Data were analyzed by calculating the normality test, difference test, andn gain. …”
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Comparison of Machine Learning Methods for Menstrual Cycle Analysis and Prediction by Mutiara Khairunisa, Desak Made Sidantya Amanda Putri, I Gusti Ngurah Lanang Wijayakusuma

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Sentiment Analysis for Tourism Insights: A Machine Learning Approach by Kenza Charfaoui, Stéphane Mussard

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Comparative Analysis of Machine Learning Algorithms on Family Wellness Classification by Retno Budiarti, Febri Hemarani, Mohammad Reza, Rindi Melati Mulyasari

“…The data used in this study is demographic and social statistics data from the years 2017-2021, obtained from the bps.go.id website. …”
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A simplified approach for efficiency analysis of machine learning algorithms by Muthuramalingam Sivakumar, Sudhaman Parthasarathy, Thiyagarajan Padmapriya

“…We applied this framework to two distinct datasets: medical image data and agricultural crop prediction data. The results demonstrate that our approach effectively differentiates algorithm performance based on the specific demands of each application. …”
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