Application Deep Learning to Predict Crypto Currency Prices and their Relationship to Market Adequacy (Applied Research Bitcoin as an Example) by M. Kh. Abdalhammed, A. M. Ghazal, H. M. Ibrahim, A. Kh. Ahmed

“…The short-term data (365 observations) is processed using the LSTM model as one of the neural network models. Modeling is conducted by training a sample size of 67%, taking into account sharp fluctuations in the price of trade and a certain level of market efficiency. …”
Get full text

Model Identification and Transferability Analysis for Vehicle-to-Grid Aggregate Available Capacity Prediction Based on Origin–Destination Mobility Data by Luca Patanè, Francesca Sapuppo, Gabriele Rinaldi, Antonio Comi, Giuseppe Napoli, Maria Gabriella Xibilia

Subjects: Get full text

Will You Become the Next Troll? A Computational Mechanics Approach to the Contagion of Trolling Behavior by Qiusi Sun, Martin Hilbert

Subjects: Get full text

Prediction of Neurodevelopmental Outcomes in Very Preterm Infants: Comparing Machine Learning Methods to Logistic Regression by Jehier Afifi, Tahani Ahmad, Alessandro Guida, Michael John Vincer, Samuel Alan Stewart

Subjects: Get full text

Improving T2D machine learning-based prediction accuracy with SNPs and younger age by Cynthia AL Hageh, Andreas Henschel, Hao Zhou, Jorge Zubelli, Moni Nader, Stephanie Chacar, Nantia Iakovidou, Haralampos Hatzikirou, Antoine Abchee, Siobhán O’Sullivan, Pierre A. Zalloua

Subjects: Get full text

A comparison of tournament systems for the men’s World Handball Championship by Donoghue Peter O’, Kristjánsdóttir Hafrún, Halldórsson Kristján, Þorgeirsson Sveinn

Subjects: “…predictive modelling…”
Get full text

Prediction of Multisite Pain Incidence in Adolescence Using a Machine Learning Approach: A 2‐Year Longitudinal Study by Laura Joensuu, Ilkka Rautiainen, Arto J. Hautala, Kirsti Siekkinen, Katariina Pirnes, Tuija H. Tammelin

Subjects: Get full text

Evaluating statistical methods to predict indoor black carbon in an urban birth cohort by Sherry WeMott, Grace Kuiper, Sheena E. Martenies, Matthew D. Koslovsky, William B. Allshouse, John L. Adgate, Anne P. Starling, Dana Dabelea, Sheryl Magzamen

Subjects: Get full text

Recent Advances in Peripheral Immunoscore in Lung Cancer by Fan XU, Bin LUO, Jianhui TIAN, Yun YANG, Zhenyang CHENG, Youjun LIU

Subjects: Get full text

Early prediction of cognitive impairment in adults aged 20 years and older using machine learning and biomarkers of heavy metal exposure by Ali Nabavi, Farimah Safari, Mohammad Kashkooli, Sara Sadat Nabavizadeh, Hossein Molavi Vardanjani

Subjects: Get full text

Prediction of gastrointestinal bleeding hospitalization risk in hemodialysis using machine learning by John W. Larkin, Suman Lama, Sheetal Chaudhuri, Joanna Willetts, Anke C. Winter, Yue Jiao, Manuela Stauss-Grabo, Len A. Usvyat, Jeffrey L. Hymes, Franklin W. Maddux, David C. Wheeler, Peter Stenvinkel, Jürgen Floege, on behalf of the INSPIRE Core Group

Subjects: Get full text

Improved Boundary Conditions for Coupled Geospace Models: An Application in Modeling Spacecraft Surface Charging Environment by Yiqun Yu, Shengjun Su, Jinbin Cao, Vania K. Jordanova, Michael H. Denton

Subjects: Get full text

A Computational–Cognitive Model of Audio-Visual Attention in Dynamic Environments by Hamideh Yazdani, Alireza Bosaghzadeh, Reza Ebrahimpour, Fadi Dornaika

“…While integrating auditory and visual information enhances prediction accuracy, many existing models rely solely on visual-temporal data. …”
Get full text

Bridging Predictive Insights and Retention Strategies: The Role of Account Balance in Banking Churn Prediction by Tahsien Al-Quraishi, Osamah Albahri, Ahmed Albahri, Abdullah Alamoodi, Iman Mohammed Sharaf

Subjects: “…customer churn prediction…”
Get full text

Strength Characteristics Prediction of the Metal Obtained by Wire Arc Additive Manufacturing by Evgeny Tongov, Vladimir Petkov, Vanya Dyakova, Tatiana Simeonova, Manahil Tongov

Subjects: Get full text

Assessment and Prediction of Carbon Storage Based on Land Use/Land Cover Dynamics in the Gonghe Basin by Hong Jia, Siqi Yang, Lianyou Liu, Hang Li, Zeshi Li, Yixin Chen, Jifu Liu

“…Based on the land use data of the Gonghe Basin from 1990 to 2020, the InVEST model was applied to analyze the spatiotemporal changes in carbon storage, and the PLUS model was used to predict the changes in carbon storage under three different development scenarios in 2030. …”
Get full text

A pediatric emergency prediction model using natural language process in the pediatric emergency department by Arum Choi, Chohee Kim, Jisu Ryoo, Jangyeong Jeon, Sangyeon Cho, Dongjoon Lee, Junyeong Kim, Changhee Lee, Woori Bae

Subjects: Get full text

Evaluation of Shelf Life Prediction for Broccoli Based on Multispectral Imaging and Multi-Feature Data Fusion by Xiaoshuo Cui, Xiaoxue Sun, Shuxin Xuan, Jinyu Liu, Dongfang Zhang, Jun Zhang, Xiaofei Fan, Xuesong Suo

“…Broccoli shelf life prediction models were evaluated using three classification methods: RF, 1D-CNN, and 2D-CNN. …”
Get full text

Clinical and Biochemical Markers in Early Pregnancy for Prediction of Gestational Diabetes Mellitus by Jaya B. Kanwar, Ankit Manglunia, Swayamsidha Mangaraj, Jayshree Swain, Abhay Sahoo, Jaspreet Singh, Manisha Sahoo, Sujata Mishra, Samanyoya Gochhait, Subhashree Ray

Subjects: “…clinical prediction model…”
Get full text

High-Performance stacking ensemble learning for thermoelectric figure-of-merit prediction by Yuelin Wang, Chengquan Zhong, Jingzi Zhang, Honghao Yao, Junjie Chen, Xi Lin

“…Here we present a machine learning (ML) approach, the stacking model, that significantly improves zT prediction accuracy for doped thermoelectric. …”
Get full text