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FACTORIZATION: 作品数：277被引量：242H指数：6; 导出分析报告; 相关领域：自动化与计算机技术理学更多>>; 相关作者：许飞云程山肖振军王瑞王飞更多>>; 相关机构：东南大学华中师范大学南京师范大学云南大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家重点基础研究发展计划国家高技术研究发展计划中国博士后科学基金更多>>

GraphFM:Graph Factorization Machines for Feature Interaction Modelling: 《Machine Intelligence Research》2025年第2期239-253,共15页Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang; supported by the National Science Foundation of China(No.62141608).; Factorization machine(FM)is a prevalent approach to modelling pairwise(second-order)feature interactions when dealing with high-dimensional sparse data.However,on the one hand,FMs fail to capture higher-order feature ...; 关键词：Feature interaction factorization machines graph neural network recommender system deep learning

p-wave mesons emitting weak decays of bottom mesons: 《Chinese Physics C》2025年第2期47-59,共13页Maninder Kaur Supreet Pal Singh R.C.Verma; This paper is the extension of our previous work entitled''Searching a systematics for nonfactorizable contributions to B and B^(0)hadronic decays''.Obtaining the factorizable contributions from the spectator-quark mo...; 关键词：non factorization in B meson decays weak hadronic decays p-wave mesons

Graph foundation model: 《Frontiers of Computer Science》2024年第6期291-293,共3页Chuan SHI Junze CHEN Jiawei LIU Cheng YANG; 1 Introduction.Graph learning,dedicated to uncovering and discovering information within graph data,has continually evolved and transformed its learning paradigms since its inception.Initially,shallow learning methods...; 关键词：transformed FOUNDATION FACTORIZATION

An Algorithm to Compute the-Bases of Rational Parametric Surfaces with Respect to One Variable: 《Communications in Mathematics and Statistics》2024年第3期523-541,共19页Bingru Huang Falai Chen; supported by NSF of China(no.61972368).; The method of moving surfaces is an effective tool to implicitize rational parametric surfaces,and it has been extensively studied in the past two decades.An essential step in surface implicitization using the method ...; 关键词：Rational surface IMPLICITIZATION μ-basis Polynomial matrix factorization

BAD-FM:Backdoor Attacks Against Factorization-Machine Based Neural Network for Tabular Data Prediction: 《Chinese Journal of Electronics》2024年第4期1077-1092,共16页Lingshuo MENG Xueluan GONG Yanjiao CHEN; Backdoor attacks pose great threats to deep neural network models. All existing backdoor attacks are designed for unstructured data(image, voice, and text), but not structured tabular data, which has wide real-world a...; 关键词：Backdoor attacks Tabular data Click-through rate prediction Deep neural network

Generalized Embedding Machines for Recommender Systems: 《Machine Intelligence Research》2024年第3期571-584,共14页Enneng Yang Xin Xin Li Shen Yudong Luo Guibing Guo; supported by National Natural Science Foundation of China(Nos.62032013 and 61972078);the Fundamental Research Funds for the Central Universities,China(No.N2217004).; Factorization machine (FM) is an effective model for feature-based recommendation that utilizes inner products to capture second-order feature interactions. However, one of the major drawbacks of FM is that it cannot ...; 关键词：Feature interactions high-order interaction factorization machine(FM) recommender system graph neural network(GNN)

Joint Modeling of Citation Networks and User Preferences for Academic Tagging Recommender System: 《Computers, Materials & Continua》2024年第6期4449-4469,共21页Weiming Huang Baisong Liu Zhaoliang Wang; supported by the National Natural Science Foundation of China(No.62271274).; In the tag recommendation task on academic platforms,existing methods disregard users’customized preferences in favor of extracting tags based just on the content of the articles.Besides,it uses co-occurrence techniq...; 关键词：Collaborative filtering citation networks variational inference poisson factorization tag recommendation

Block Incremental Dense Tucker Decomposition with Application to Spatial and Temporal Analysis of Air Quality Data: 《Computer Modeling in Engineering & Sciences》2024年第4期319-336,共18页SangSeok Lee HaeWon Moon Lee Sael; supported by the Institute of Information&Communications Technology Planning&Evaluation (IITP)grant funded by the Korean government (MSIT) (No.2022-0-00369);by the NationalResearch Foundation of Korea Grant funded by the Korean government (2018R1A5A1060031,2022R1F1A1065664).; How can we efficiently store and mine dynamically generated dense tensors for modeling the behavior of multidimensional dynamic data?Much of the multidimensional dynamic data in the real world is generated in the form...; 关键词：Dynamic decomposition tucker tensor tensor factorization spatiotemporal data tensor analysis air quality

NFA:A neural factorization autoencoder based online telephony fraud detection: 《Digital Communications and Networks》2024年第1期158-167,共10页Abdul Wahid Mounira Msahli Albert Bifet Gerard Memmi; This research work has been conducted in cooperation with members of DETSI project supported by BPI France and Pays de Loire and Auvergne Rhone Alpes.; The proliferation of internet communication channels has increased telecom fraud,causing billions of euros in losses for customers and the industry each year.Fraudsters constantly find new ways to engage in illegal ac...; 关键词：Telecom industry Streaming anomaly detection Fraud analysis Factorization machine Real-time system Security

The factorization-assisted topological-amplitude approach and its applications: 《Frontiers of physics》2023年第6期1-14,共14页Qin Qin Chao Wang Di Wang Si-Hong Zhou; supported by the National Natural Science Foundation of China (Grant Nos.12005068,12105148,12105112,and 12105099);the Natural Science Foundation of Jiangsu Education Committee (Grant No.21KJB140027).; Heavy meson decays provide an important platform for studies of both QCD and electroweak dynamics,which may contain some portals to understanding of nonperturbative QCD and physics beyond the Standard Model.The factor...; 关键词：heavy meson decay factorization-assisted topologicalamplitudeapproach SU(3)breaking

FACTORIZATION