Time series and semantics-based chinese microblog topic detection and tracking method by Tie-ming CHEN, Xiao-hao WANG, Wei-wei PANG, Jie JIANG

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Multivariate CNN-LSTM Model for Multiple Parallel Financial Time-Series Prediction by Harya Widiputra, Adele Mailangkay, Elliana Gautama

“…The aim of the research is to create a time-series data forecasting model that incorporates the best features of many time-series data analysis models. …”
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Laboratory formation of micro-penitentes at temperatures and pressures relevant to Earth and other worlds by Daniel Floyd Berisford, Jeffrey Tyler Foster, Jacob Kosberg, Benjamin Furst, Michael Joseph Poston, Takuro Daimaru, Maggie Lang, Lavina Backman, Kevin Peter Hand

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Development of the US Plans for Post-War Japan during World War II by A. A. Sidorov

“…The needs to promote the interdepartmental cooperation and to reconcile the positions of the State Department, the Military and Naval Ministries on the future of Japan came to the fore. This work resulted in a series of memoranda, which laid the foundation for the US post-war policy towards Japan. …”
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Ureteral Reimplantation with Psoas Bladder Hitch in Adults: A Contemporary Series with Long-Term Followup by Francesca Manassero, Andrea Mogorovich, Girolamo Fiorini, Giuseppe Di Paola, Maurizio De Maria, Cesare Selli

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Cost efficiency evaluation for a two-stage series network in data envelopment analysis by Zohreh Moghaddas, Mohsen Vaez Ghasemi

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Decomposition-Aware Framework for Probabilistic and Flexible Time Series Forecasting in Aerospace Electronic Systems by Yuanhong Mao, Xin Hu, Yulang Xu, Yilin Zhang, Yunan Li, Zixiang Lu, Qiguang Miao

“…Additionally, the framework incorporates probabilistic distribution forecasting using likelihood functions, addressing the dynamic variations and uncertainty in time series data. The experimental results on multiple real-world datasets validate the framework’s effectiveness, demonstrating its robustness and adaptability in handling diverse sequences across various application scenarios.…”
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Time-series forecasting of microbial fuel cell energy generation using deep learning by Adam Hess-Dunlop, Harshitha Kakani, Stephen Taylor, Dylan Louie, Jason Eshraghian, Colleen Josephson

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Software Design Challenges in Time Series Prediction Systems Using Parallel Implementation of Artificial Neural Networks by Narayanan Manikandan, Srinivasan Subha

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Exploring the Preprocessing of a Time-Series Healthcare Administrative Dataset on Deep Learning to Improve Prediction by Faezehsadat Shahidi, M. Ethan Macdonald, Dallas Seitz, Rebecca Barry, Geoffrey Messier

“…Given the data used in this analysis, sequence matrix representation was superior to sequence event representation while using GRU models. The results remained consistent across the evaluation in real-world clinical frameworks using two trigger methods for prediction time, such as the sliding window and clinical demand window structures.…”
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The Role of Platelet Concentrates and Growth Factors in Facial Rejuvenation: A Systematic Review with Case Series by Giuseppina Malcangi, Angelo Michele Inchingolo, Alessio Danilo Inchingolo, Laura Ferrante, Giulia Latini, Irma Trilli, Paola Nardelli, Marialuisa Longo, Andrea Palermo, Francesco Inchingolo, Gianna Dipalma

“…<i>Conclusions</i>: The review summarizes the most recent data on patient outcomes, treatment regimens, and possible hazards. The case series that goes with it shows real-world examples of how to improve skin elasticity, texture, and general facial appearance with little negative side effects. …”
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Progressive Bounded Error Piecewise Linear Approximation with Resolution Reduction for Time Series Data Compression by Jeng-Wei Lin, Shih-wei Liao, Yu-Hung Tsai, Ching-Che Huang

“…Today, huge amounts of time series data are sensed continuously by AIoT devices, transmitted to edge nodes, and to data centers. …”
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A Novel Series Connected Batteries State of High Voltage Safety Monitor System for Electric Vehicle Application by Qiang Jiaxi, Yang Lin, He Jianhui, Zhou Qisheng

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Determinants of Pro-Poor Growth and Its Impacts on Income Share: Evidence from Ethiopian Time Series Data by Gemechu Bekana Fufa

“…The dynamic ordinary least squares method was used to analyze the Ethiopian time series data from World Bank Development Indicators between 1990 and 2018 for the determinant of pro-poor growth. …”
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Repeated intravenous infusions of esketamine in inpatients with bipolar depression: A retrospective real-world study by Naima Guhad Shire, Michael Ioannou, Örjan Falk, Ane Bakken Wold, Caroline Wass, Zoltán Szabó, Steinn Steingrimsson

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Vitamin D Deficiency Presenting as Proximal Myopathy: An Overlooked Diagnosis - A Case Series and Review of the Literature by Venkatraman Rajkumar

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Nonlinear time series prediction algorithm based on AD-SSNET for artificial intelligence–powered Internet of Things by Banteng Liu, Wei Chen, Meng Han, Zhangquan Wang, Ping Sun, Xiaowen Lv, Jiaming Xu, Zegao Yin

“…This article proposes a nonlinear time series prediction algorithm based on the Small-World Scale-Free Network after the AIC-Optimized Subtractive Clustering Algorithm (AIC-DSCA-SSNET, AD-SSNET) to predict the nonlinear and unstable time series, which improves the prediction accuracy. …”
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High-Precision prediction of curling trajectory multivariate time series using the novel CasLSTM approach by Yanan Guo, Jing Jin, Hongyang Zhao, Yu Jiang, Dandan Li, Yi Shen

“…It also showcases robustness across various curling settings, with strict validation metrics on a static test set further verifying precision. Field test results reveal promising predictive capabilities for real-world scenarios as well, exhibiting applicability. …”
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Ocrelizumab-induced colitis—critical review and case series from a Romanian cohort of MS patients by Ileana Maria Vodă, Vlad Eugen Tiu, Vlad Eugen Tiu, Luiza Răuță, Paul Ciucur, Andreea Ioana Mușuroi, Alina Flavia Tomescu, Alina Flavia Tomescu, Nicoleta Laura Humă, Florin Dobrițoiu, Florin Dobrițoiu, Elena Terecoasă, Elena Terecoasă, Lucian Negreanu, Lucian Negreanu, Cristina Tiu, Cristina Tiu

“…Objectives: We analyzed a cohort of ocrelizumab treated patients in our MS center to evaluate the incidence of drug-induced colitis.MethodsWe present a critical review of the available literature on diagnosis and management of anti-CD20 induced colitis and display a case series of 3 suspected patients in our cohort.ResultsTwo patients met the full criteria for ocrelizumab-induced colitis, while a third partially met the criteria. …”
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Travoprost Intracameral Implant in Eyes with Glaucoma or Ocular Hypertension: Early Short-Term Real-World Outcomes by Teymoorian S, Kaur J

“…No secondary procedures occurred in any eye.Conclusion: Standalone implantation of the travoprost intracameral implant yielded statistically and clinically significant IOP and medication reductions through 3 months in eyes with prior SLT and/or bimatoprost intracameral implant injection with favorable safety.Plain Language Summary: This short-term real-world consecutive case series assesses the efficacy and safety of the novel travoprost intracameral implant (iDose TR) in actual clinical practice. …”
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