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Robust Non-Negative Matrix Tri-Factorization with Dual Hyper-Graph Regularization

Yu, J Che, H Leung, MF Liu, C Wu, W Yan, Z

Non-negative Matrix Factorization (NMF) has been an ideal tool for machine learning. Non-negative Matrix Tri-Factorization (NMTF) is a generalization of NMF that incorporates a third non-negative f...

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Social media addiction: A comprehensive state of mental health

Chauhan, R Al-Tarawneh, AMA Al-Dmour, NA Mudliyar, K Dubey, K Yafi, E Ghazal, TM

Social media addiction, characterized by compulsive and excessive engagement with social platforms, negatively impacts mental health by fostering unfavorable comparisons between users’ lives and th...

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Current Trends and Advances in Extractive Text Summarization: A Comprehensive Review

Azam, M Khalid, S Almutairi, S Ali Khattak, H Namoun, A Ali, A Syed Muhammad Bilal, H

Given the rapid increase of textual data in various fields, text summarization has become essential for efficient information handling. Over recent decades, numerous methods have been proposed to e...

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Machine learning approaches for RCPT modeling of concrete

Naseri, H Safi Jahanshahi, F Gandomi, AH

Chloride ion penetration can lead to the corrosion of embedded steel reinforcement in concrete and deteriorate its durability. One of the commonly used methods for determining the durability of con...

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(Red)Pills vs. Bread(Tube): examining YouTube as a vector for manosphere radicalization and de-radicalization

Booth, E Lee, J Rizoiu, MA

In recent years, the affordances of YouTube have been exploited by those creating extreme ideological content that can be collectively understood as ‘defined by [their] opposition to visions of soc...

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Mapping the moral domain in a modern town hall: Moral foundations’ effects on collective action conditioned by ideology and issue

Haines, EA Thomas, EF Stothard, C Kernot, D Lizzio-Wilson, M Caminschi, I Ram, R Rizoiu, MA

We examine a year of political debate in a modern town hall to understand the following: when does moral talk turn to talk about action? For which ideological groupings do specific moral foundation...

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Conductance and influence-capital: modeling online social influence

Ram, R Rizoiu, M-A

Human interactions are mediated by social influence. During crises like the COVID-19 pandemic, social influence can be critical in determining whether life-saving information is adopted, public hea...

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Learning Topological Consistency in Access Networks Using Graph Neural Networks for Inventory Anomaly Detection

Altaf, T

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AO Spine Clinical Practice Recommendations for the Surgical Management of Degenerative Spondylolisthesis: When to Decompress Alone and When to Fuse.

Martin, CT Ambrosio, L Cabrera, JP Chen, X Cheung, JPY Hamouda, W Le, HV Louie, PK Muthu, S Singh, H Soliman, MAR Sotirios, V Tavakoli, J Vetter, SY Buser, Z Demetriades, AK Diwan, A Hsieh, PC Jain, A Vadalà, G Fisher, CG Yoon, ST AO Spine Knowledge Forum Degenerative,

Study DesignLiterature review.ObjectiveTo provide a concise review of outcomes of decompression and fusion (D + F) vs decompression (D) alone for degenerative lumbar spondylolisthesis (DLS).Methods...

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Analyzing the influence of manufactured sand and fly ash on concrete strength through experimental and machine learning methods.

Sathvik, S Oyebisi, S Kumar, R Shakor, P Adejonwo, O Tantri, A Suma, V

River sand supplies are decreasing due to overexploitation and illicit sand mining. One ton of Portland cement production (the main binder in concrete) emits about one ton of carbon dioxide into th...

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