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Context-aware seq2seq translation model for sequential recommendation.

Publication Type: Periodical

Source(s): Information Sciences. Dec2021, Vol. 581, p60-72. 13p.

Abstract: Context information, such as product category, plays a vital role in sequential recommendations. Recently, there has been a growing interest in context-aware sequential recommender systems. However, in previous studies, contexts have often been treated...

Aberrant modular segregation of brain networks in female patients with bulimia nervosa.

Publication Type: Academic Journal

Source(s): International Journal of Eating Disorders. Jul2023, Vol. 56 Issue 7, p1353-1364. 12p. 2 Charts, 4 Graphs.

Abstract: Objective: Bulimia nervosa (BN) is an eating disorder associated with the dysfunction of intrinsic brain networks. However, whether the network disruptions in BN patients manifest as dysconnectivity or imbalances of network modular segregation remains ...

Multiscale and multisource data fusion for full-coverage PM2.5 concentration mapping: Can spatial pattern recognition come with modeling accuracy?

Publication Type: Academic Journal

Source(s): ISPRS Journal of Photogrammetry & Remote Sensing. Feb2022, Vol. 184, p31-44. 14p.

Abstract: • Different PM 2.5 mapping schemes may yield comparable prediction accuracy albeit distinct spatial patterns. • Inclusion of PM 2.5 autocorrelation terms in regression models might distort PM 2.5 distribution over space. • Mapping PM 2.5 from the fused...

Simultaneous determination of plasma indoles by HPLC with fluorescence detection: Application in polycystic ovary syndrome patients with/without depression.

Publication Type: Academic Journal

Source(s): Journal of Liquid Chromatography & Related Technologies. 2022, Vol. 45 Issue 1-4, p44-50. 7p. 3 Charts, 4 Graphs.

Abstract: Microbiota-derived indoles were closely associated with psychological disorders like depression. We aimed to develop an HPLC method with fluorescence detection (FLD) for simultaneous determination of plasma indoles, including indoxyl sulfate (3-INDS), ...

Global synthesis of two decades of research on improving PM2.5 estimation models from remote sensing and data science perspectives.

Publication Type: Academic Journal

Source(s): Earth-Science Reviews. Jun2023, Vol. 241, pN.PAG-N.PAG. 1p.

Abstract: Identifying the proxy data and techniques that could yield greater PM 2.5 estimation accuracy remains challenging due to the lack of general knowledge on the relative performance of covariates and modeling methods on the PM 2.5 modeling accuracy. To br...

Beating maps of singlet fission: Simulation of coherent two-dimensional electronic spectroscopy by Davydov ansatz in organic molecules.

Publication Type: Academic Journal

Source(s): Journal of Chemical Physics. 12/14/2017, Vol. 147 Issue 22, p1-13. 13p. 1 Diagram, 8 Graphs.


Abstract: The coherent two-dimensional (2D) electronic spectra for both the intra- and inter-molecular singlet fission (SF) processes in organic molecules are simulated by the Davydov ansatz combined with the Frenkel-Dirac time-dependent variational algorithm. B...

Long-term inter-annual variability of a cyclonic gyre in the western Irish Sea

Publication Type: Academic Journal

Source(s): Continental Shelf Research. Sep2011, Vol. 31 Issue 13, p1343-1356. 14p.

Abstract: Abstract: The western Irish Sea gyre (WISG) is a cyclonic baroclinic flow around a dome of stagnant water which develops each year during the heating season in the western Irish Sea. Research was carried out to determine long-term changes in the streng...

NetSpirit: A Smart Collaborative Learning Framework for DDoS Attack Detection.

Publication Type: Academic Journal

Source(s): IEEE Network. Dec2021, Vol. 35 Issue 6, p140-147. 8p.

Abstract: Facing one of the most common threats to Internet security, the existing traffic-driven distributed denial of service (DDoS) defense schemes mainly focus on establishing more accurate detection models that highly require labeled untrusted traffic flows...

Original Knee Fixation Device as a Useful Fixation Method during Prostate Intensity-Modulated Radiation Therapy.

Publication Type: Academic Journal

Source(s): Journal of Medical Physics. Jan-Mar2022, Vol. 47 Issue 1, p79-85. 7p.

Abstract: Purpose: The purpose of he study was to reduce setup errors during intensity-modulated radiation therapy (IMRT) with an original knee fixation device (KFD) and evaluate the clinical target volume (CTV) coverage. Methods: Participants were classified in...

Unsupervised surface defect detection of aluminum sheets with combined bright-field and dark-field illumination.

Publication Type: Academic Journal

Source(s): Optics & Lasers in Engineering. Sep2023, Vol. 168, pN.PAG-N.PAG. 1p.

Abstract: • An unsupervised surface defect detection of aluminum sheets is proposed. • A patch-aware pseudo-siamese feature matching network is developed. • A scoring function considering multiple aspects among the samples is designed. • A dataset of defect samp...