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A Deep Learning-Based Ensemble System for Brent and WTI Crude Oil Price Analysis and Prediction

Author(s): Zhang Y; Lahmiri S;

Crude oil price forecasting is an important task in energy management and storage. In this regard, deep learning has been applied in the literature to generate accurate forecasts. The main purpose of this study is to design an ensemble prediction system based on various deep learning systems. Specifically, in the first stage of our proposed ensemble syste ...

Article GUID: 41294965


Distinguishing Between Healthy and Unhealthy Newborns Based on Acoustic Features and Deep Learning Neural Networks Tuned by Bayesian Optimization and Random Search Algorithm

Author(s): Lahmiri S; Tadj C; Gargour C;

Voice analysis and classification for biomedical diagnosis purpose is receiving a growing attention to assist physicians in the decision-making process in clinical milieu. In this study, we develop and test deep feedforward neural networks (DFFNN) to distinguish between healthy and unhealthy newborns. The DFFNN are trained with acoustic features measured ...

Article GUID: 41294952


We tried to become normal : Social class and memory in oral histories with Montreal Holocaust survivors

Author(s): Anna Sheftel

This article argues for social class and socioeconomic inequality as neglected forms of analysis when studying the memories and narratives of Holocaust survivors. Based primarily in oral histories conducted with Holocaust survivors in Montreal, this argument is elaborated in two ways. First, the author demonstrates stories that have been left out of Holoc ...

Article GUID: 41281595


From pollution barriers to health buffers: Rethinking building airtightness under climate variability

Author(s): Fu N; Zhang R; Haghighat F; Kumar P; Cao SJ;

Climate change is reshaping indoor-outdoor pollution dynamics, yet current building standards rarely reflect this shift. In rapidly urbanizing regions with high ambient PM2.5 levels, building airtightness offers an underutilized strategy to mitigate indoor exposure and associated health burdens. An analysis of 36 major Chinese cities across five climate z ...

Article GUID: 41252997


The impact of a personalized oral health instruction form on oral health indices in institutionalized older adults: a randomized, controlled, single-blinded clinical trial

Author(s): Chebib N; Rotzinger S; Maccarone-Ruetsche N; Sioufi R; Mojon P; Müller F;

Background: This RCT aimed to test the impact of an educational intervention, supported by a Personalized Oral Health Instruction Form (POIF), on oral health indices in institutionalized older adults. Methods: Older adults aged 65 years and above living in a long-term care facility were recruited. Baseline oral health indices were recorded for all partic ...

Article GUID: 41214684


Climate variability is an important driver of water treatability in a shallow reservoir

Author(s): Spence DS; Painter KJ; Nazemi A; Venkiteswaran JJ; Baulch HM;

Drinking water treatability is defined by multiple parameters that are strongly impacted by climatic and anthropogenic drivers. Working in a shallow reservoir in the Canadian Prairies, generalized additive models (GAMs) were applied to a 33-year dataset to identify drivers of interannual variability in multiple indicators of drinking water treatability. I ...

Article GUID: 41166973


Parents Experiences and Clinicians Perceptions of Managing Cancer Pain in Young Children at Home

Author(s): Jibb LA; Hashemi E; Sivaratnam S; Hildenbrand AK; Nathan PC; Chartrand J; Alberts NM; Masama T; Pease HG; Torres LB; Cortes HG; Zworth M; Kuczynski S; Fortier MA;

Background: Pain is a prevalent and distressing symptom for children with cancer, negatively affecting quality of life and family functioning. While most research focuses on hospital-based care, many pain episodes occur at home, where parents act as primary caregivers with limited access to evide ...

Article GUID: 41149458


Quality Assessment of Health Information on Social Media During a Public Health Crisis: Infodemiology Study

Author(s): Haghighi R; Farhadloo M;

Background: The quality of health information on social media is a major concern, especially during the early stages of public health crises. While the quality of the results of the popular search engines related to particular diseases has been analyzed in the literature, the quality of health-related information on social media, such as X (formerly Twitt ...

Article GUID: 41135052


Scalable Synthesis of High-Quality Graphene Quantum Dots by Reductive Intercalation/Exfoliation of Coal

Author(s): Bepete G; Ratnayake G; Sanchez DE; Yu Z; Dimitrov E; Fest Carreno A; Oliveira MCD; Viana BC; Santos FEP; Terrones M;

Coal, historically a low-cost and abundant energy resource, is emerging as a promising carbon-rich precursor for advanced nanomaterials. In this work, we introduce a reductive intercalation strategy to synthesize reduced (electron-rich) graphene quantum dots (GQDs) directly from anthracite coal. ...

Article GUID: 41081673


A year of nouns from English-learning infants daily lives: The SEEDLingS-Nouns dataset

Author(s): Kalenkovich E; Koorathota S; Tor S; Amatuni A; Egan-Dailey S; Moore C; Laing C; Garrison H; Baudet G; Bulgarelli F; Uner S; Righter L; Bergelson E;

This paper describes a dataset consisting of manually annotated nouns from a corpus of longitudinal day-long audio and hour-long video recordings collected monthly from 44 babies from age 6 months to age 17 months. This dataset was created as part of a larger project, called SEEDLingS, that exami ...

Article GUID: 41034519


Mapping the distribution of contaminants identified by non-targeted screening of passively sampled urban air

Author(s): Liu L; Gillet AP; Akiki C; Tian L; Ma Y; Zhang X; Bowman DT; Wania F; Delbès G; Apparicio P; Bayen S;

Air pollution is closely associated with increased lung cancer incidence and mortality. Because many semi-volatile industrial chemicals, pesticides and combustion by-products are endocrine-disrupting or genotoxic, their mixtures in outdoor urban air, even at trace levels, could have cumulative ef ...

Article GUID: 41033295


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