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

“…Metode prediksi konfensional terkendala pada penyesuaian data terhadap asumsi yang digunakan sehingga diperlukan Metode Weighted Fuzzy Time Series. Meskipun metode WFTS telah terbukti efektif terdapat tantangan dalam meningkatkan akurasi peramalan yang dihasilkan. …”
Get full text

Prediksi Produksi Biofarmaka Menggunakan Model Fuzzy Time Series dengan Pendekatan Percentage Change dan Frequency Based Partition by Dwi Ekasari Harmadji, Solikhin Solikhin, Uky Yudatama, Agus Purwanto

“…Currently, no reliable time series forecasting study exists for biopharmaca production. …”
Get full text

Differential impact of minimum unit pricing on alcohol consumption between Scottish men and women: controlled interrupted time series analysis by Peter Anderson, Eileen F S Kaner, Jakob Manthey, Jürgen Rehm, Amy O'Donnell, Eva Jané Llopis

“…Objective To assess the immediate impact of the introduction of minimum unit pricing (MUP) in Scotland on alcohol consumption and whether the impact differed by sex, level of alcohol consumption, age, social grade and level of residential deprivation of respondents.Design Primary controlled interrupted time series analysis and secondary before-and-after analysis of the impact of introducing MUP in Scotland using alcohol consumption data for England as control.Setting Data from Kantar Worldpanel’s Alcovision survey, a continuous retrospective online timeline follow-back diary survey of the previous week’s alcohol consumption.Participants 53 347 women and 53 143 men.Interventions Introduction of a minimum price of 50 pence per UK unit (6.25 pence/g) for the sale of alcohol in Scotland on 1 May 2018.Main outcome measures Number of grams of alcohol consumed per week, in total, in off-trade (eg, at home) and in on-trade (eg, in pubs, restaurants).Results Primary interrupted time series analyses found that the introduction of MUP was associated with a drop in reported weekly total alcohol consumption of 5.94 g (95% CI 1.29 to 10.60), a drop in off-trade consumption of 3.27 g (95% CI −0.01 to 6.56) and a drop in on-trade consumption of 2.67 g (95% CI −1.48 to 6.82). …”
Get full text

Housing Price Forecasting Using AI (LSTM) by Hossein Ziyadi, Erfan Salavati, Mohammad Mahdi Lotfi Heravi

Subjects: Get full text

Development of Deep Learning-Based Algorithm for Extracting Abnormal Deceleration Patterns by Youngho Jun, Minha Kim, Kangjun Lee, Simon S. Woo

Subjects: “…time series…”
Get full text

PREDICTING STOCK PRICE DIRECTION OF EUROZONE BANKS: CAN DEEP LEARNING TECHNIQUES OUTPERFORM TRADITIONAL MODELS? by Bogdan Ionuț ANGHEL

Subjects: Get full text

MASC: Wearable Design for Infectious Disease Detection Through Machine Learning by Sumaiya Afroz Mila, Bhagawat Baanav Yedla Ravi, Md Rafiul Kabir, Sandip Ray

Subjects: Get full text

Medicine demand forecasting: an assessment of a private hospital in Pernambuco by Eduardo Fernando da Silva Souza, Antonio Reinaldo Silva Neto

Subjects: Get full text

Decoding links between magmatic processes and eruption dynamics: whole-rock time series petrology of the 2021 Tajogaite eruption, La Palma by Jane H. Scarrow, Matthew J. Pankhurst, Olivia A. Barbee, Katy J. Chamberlain, Daniel J. Morgan, Marc-Antoine Longpré, Samantha Tramontano, James Hickey, David A. Neave, Gavin K. Rollinson, Alexander G. Stewart, Penny E. Wieser, Beverley C. Coldwell, William Hernández, Luca D’Auria, Nemesio M. Pérez

Subjects: “…lava, tephra, and glass time series…”
Get full text

Jitter Across 15 yr: Leveraging Precise Photometry from Kepler and TESS to Extract Exoplanets from Radial Velocity Time Series by Corey Beard, Paul Robertson, Jack Lubin, Te Han, Rae Holcomb, Pranav Premnath, R. Paul Butler, Paul A. Dalba, Brad Holden, Cullen H. Blake, Scott A. Diddams, Arvind F. Gupta, Samuel Halverson, Daniel M. Krolikowski, Dan Li, Andrea S.J. Lin, Sarah E. Logsdon, Emily Lubar, Suvrath Mahadevan, Michael W. McElwain, Joe P. Ninan, Leonardo A. Paredes, Arpita Roy, Christian Schwab, Gudmundur Stefansson, Ryan C. Terrien, Jason T. Wright

Get full text

The association between short-term apparent temperature exposure and human coagulation: A time-series study from Beijing, 2014–2023 by Yi Zhang, Tiancheng Wang, Jiaqi Shi, Ying Ma, Nairui Yu, Xinyan Zhou, Pai Zheng, Zhangjian Chen, Guang Jia

“…In this study, we conducted a time series analysis using data from 18,894 participants collected from a health check-up center in Beijing between 2014 and 2023, and validated our findings using 20,549 participants from an andrology outpatient clinic. …”
Get full text

Optimalisasi Prediksi Harga Ihsg Menggunakan Hybrid Weighted Fuzzy Time Series Hidden Markov Model Dengan Algoritma Evolusi Differensial by Alya Fitri Syalsabilla, Suci Astutik, Agus Fachrur Rozy

Subjects: Get full text

Short-term effects of air pollution on the infectious disease spectrum in Shanghai, China: a time-series analysis from 2013 to 2019 by Yihan Lin, Hao Meng, Yong He, Wenzhuo Liang, Yiran Niu, Zhenliang Liu, Ziying Wang, Yangyang Tian, Shiyang Chang

Subjects: Get full text

The impact of headache specialist density and the introduction of gepants and lasmitidan on prescriptions for acute migraine treatments: a regression and interrupted time series analysis by Leon S. Moskatel, Rebecca Y. Linfield, Niushen Zhang

“…Second, we conducted interrupted time-series analysis examining the change in patients prescribed the triptans before (2016–2019) and after (2020–2023) the introduction of the gepants and lasmiditan. …”
Get full text

Risk of hospitalization of diagnosed COVID-19 cases during the pandemic: A time-series analysis to unveil short- and long-run dynamics by Manuela ALCAÑIZ, Marc ESTÉVEZ, Miguel SANTOLINO

Get full text

Interrupted time series datasets from studies investigating the impact of interventions or exposures in public health and social science: a data note by Simon L Turner, Elizabeth Korevaar, Amalia Karahalios, Andrew B Forbes, Joanne E McKenzie

Subjects: “…Interrupted time series…”
Get full text

Small fishing boat classification and recognition method based on GASF temporal graph coding and EMPViT model by Jiaqi Deng, Xin Liu, Gang Du, Xu Yang, Liangzhong Jiang, Chenglong Sun

Subjects: “…GASF time series images…”
Get full text

Using Landsat time-series to investigate nearly 50 years of tree canopy cover change across an urban-rural landscape in southern Ontario by Mitchell T. Bonney, Yuhong He

“…Results demonstrate how long-term Landsat time-series can be used to better understand historical tree canopy change at local-regional scales.…”
Get full text

Impact of Mobile Health (mHealth) Use by Community Health Workers on the Utilization of Maternity Care in Rural Malawi: A Time Series Analysis by Kachimanga C, Ng’ambi WF, Kazinga D, Ndarama E, Amulele MA, Munyaneza F, Abejirinde IOO, van den Akker T, Kulinkina AV

“…This study evaluates the impact of this app on the uptake of antenatal care (ANC), facility-based births, and postnatal care (PNC), compared to a reference period where CHWs provided the same services without mHealth, using the interrupted time series analysis.Patients and Methods: Using aggregated monthly data and segmented quasi-Poisson regression models, we compared the effects of mHealth on selected maternal health outcomes. …”
Get full text

A deep-learning approach to parameter fitting for a lithium metal battery cycling model, validated with experimental cell cycling time series by Maria Grazia Quarta, Ivonne Sgura, Elisa Emanuele, Jacopo Strada, Raquel Barreira, Benedetto Bozzini

Get full text