Search Results - machinery learning matrix factorization algorithm

Privacy-enhanced personalized POI recommendation with federated learning framework.

Authors: Ju, Chunhua Wang, Zhaohui Xu, Chonghuan et al.

Source: Complex & Intelligent Systems; Oct2025, Vol. 11 Issue 10, p1-23, 23p

Incremental trust-aware matrix factorization for recommender systems: towards Green AI.

Authors: Eslami, Ghazalak Ghaderi, Foad

Source: Applied Intelligence; May2023, Vol. 53 Issue 10, p12599-12612, 14p

Subject Terms: MATRIX decomposition, ARTIFICIAL neural networks, MACHINE learning, ARTIFICIAL intelligence, RECOMMENDER systems, APPROXIMATION error

Discrete ranking-based matrix factorization with self-paced learnings

Authors: Zhang, Y Tsang, IW Wang, H et al.

Index Terms: Conference Proceeding

URL: http://hdl.handle.net/10453/149986
http://purl.org/au-research/grants/arc/FT130100746
http://purl.org/au-research/grants/arc/LP150100671
http://purl.org/au-research/grants/arc/DP180100106
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
10.1145/3219819.3220116
http://purl.org/au-research/grants/arc/FT130100746
http://purl.org/au-research/grants/arc/LP150100671
http://purl.org/au-research/grants/arc/DP180100106

Knowledge graph-aided Bayesian active learning for top-K genetic interaction discovery.

Authors: Soper B Lisicki M Silva M et al.

Source: Scientific reports [Sci Rep] 2025 Aug 25; Vol. 15 (1), pp. 31196. Date of Electronic Publication: 2025 Aug 25.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: HIV-1*/physiology , HIV-1*/genetics , HIV Infections*/genetics , HIV Infections*/virology , Epistasis, Genetic*, Bayes Theorem ; Humans ; Viral Load/genetics ; Algorithms ; Computational Biology/methods ; Gene Knockdown Techniques ; Computer Simulation

Privacy-Preserving Non-Negative Matrix Factorization with Outliers

Authors: Swapnil Saha Hafiz Imtiaz

Source: ACM Transactions on Knowledge Discovery from Data. 18:1-26

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2211.01451

Research on CatBoost model based on AutoEncoder dimensionality reduction in pollution source apportionment.

Authors: Zhang S Ding W

Source: Environmental geochemistry and health [Environ Geochem Health] 2025 Nov 02; Vol. 47 (12), pp. 543. Date of Electronic Publication: 2025 Nov 02.

Publication Type: Journal Article

Journal Info: Publisher: Kluwer Academic Publishers Country of Publication: Netherlands NLM ID: 8903118 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-2983 (Electronic) Linking ISSN: 02694042 NLM ISO Abbreviation: Environ Geochem Health Subsets: MEDLINE

MeSH Terms: Environmental Monitoring*/methods , Models, Theoretical* , Water Pollution*/analysis , Water Pollutants, Chemical*/analysis, Rivers/chemistry ; China ; Dimensionality Reduction ; Autoencoder ; Boosting Machine Learning Algorithms

Interpretable identification of cancer genes across biological networks via transformer-powered graph representation learning.

Authors: Su X Hu P Li D et al.

Source: Nature biomedical engineering [Nat Biomed Eng] 2025 Mar; Vol. 9 (3), pp. 371-389. Date of Electronic Publication: 2025 Jan 09.

Publication Type: Journal Article

Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101696896 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2157-846X (Electronic) Linking ISSN: 2157846X NLM ISO Abbreviation: Nat Biomed Eng Subsets: MEDLINE

MeSH Terms: Neoplasms*/genetics , Gene Regulatory Networks* , Computational Biology*/methods , Machine Learning* , Genes, Neoplasm*, Humans ; MicroRNAs/genetics ; MicroRNAs/metabolism ; Algorithms ; Gene Expression Regulation, Neoplastic ; Databases, Genetic ; Transcription Factors/metabolism

Continual Multiview Task Learning via Deep Matrix Factorization.

Authors: Sun, Gan Cong, Yang Zhang, Yulun et al.

Source: IEEE Transactions on Neural Networks & Learning Systems; Jan2021, Vol. 32 Issue 1, p139-150, 12p

Subject Terms: MATRIX decomposition, DEEP learning, CONTINUING education, TASKS

Delighting Palates with AI: Reinforcement Learning's Triumph in Crafting Personalized Meal Plans with High User Acceptance.

Authors: Amiri, Maryam Sarani Rad, Fatemeh Li, Juan

Source: Nutrients. Feb2024, Vol. 16 Issue 3, p346. 17p.

Decision of the Optimal Rank of a Nonnegative Matrix Factorization Model for Gene Expression Data Sets Utilizing the Unit Invariant Knee Method: Development and Evaluation of the Elbow Method for Rank Selection.

Authors: Guven, Emine

Source: JMIR Bioinformatics & Biotechnology; 2023, Vol. 4 Issue 1, p1-11, 11p

Subject Terms: GENE expression, DNA microarrays, ACUTE myeloid leukemia, ALGORITHMS, COMPUTATIONAL biology

Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization.

Authors: Zhao, Xueyi Zhang, Zhongfei Li, Xi et al.

Source: IEEE Transactions on Neural Networks & Learning Systems; Dec2016, Vol. 27 Issue 12, p2628-2642, 15p

Subject Terms: NONNEGATIVE matrices, ONLINE algorithms, MATRIX decomposition

Towards Diagnostic Intelligent Systems in Leukemia Detection and Classification: A Systematic Review and Meta-analysis.

Authors: Aria M Javanmard Z Pishdad D et al.

Source: Journal of evidence-based medicine [J Evid Based Med] 2025 Mar; Vol. 18 (1), pp. e70005.

Publication Type: Journal Article; Meta-Analysis; Systematic Review

Journal Info: Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 101497477 Publication Model: Print Cited Medium: Internet ISSN: 1756-5391 (Electronic) Linking ISSN: 17565391 NLM ISO Abbreviation: J Evid Based Med Subsets: MEDLINE

MeSH Terms: Artificial Intelligence* , Leukemia*/diagnosis , Leukemia*/classification , Machine Learning*, Humans ; Algorithms ; Intelligent Systems

一种稀疏图正则化的非负低秩矩阵分解算法. (Chinese)

Alternate Title: A non-negative low-rank matrix factorization algorithm for regularization of sparse graphs. (English)

Authors: 刘国庆 卢桂馥 张　强

Source: Journal of Chongqing University of Posts & Telecommunications (Natural Science Edition) / Chongqing Youdian Daxue Xuebao (Ziran Kexue Ban); Apr2020, Vol. 32 Issue 2, p295-303, 9p

Subject Terms: MATRIX decomposition, NONNEGATIVE matrices, LOW-rank matrices, SPARSE graphs, GRAPH algorithms

Machine and Deep Learning Methods for Predicting 3D Genome Organization.

Authors: Wall BPG Nguyen M Harrell JC et al.

Source: Methods in molecular biology (Clifton, N.J.) [Methods Mol Biol] 2025; Vol. 2856, pp. 357-400.

Publication Type: Journal Article; Review

Journal Info: Publisher: Humana Press Country of Publication: United States NLM ID: 9214969 Publication Model: Print Cited Medium: Internet ISSN: 1940-6029 (Electronic) Linking ISSN: 10643745 NLM ISO Abbreviation: Methods Mol Biol Subsets: MEDLINE

MeSH Terms: Chromatin*/genetics , Chromatin*/metabolism , Deep Learning*, Humans ; Computational Biology/methods ; Machine Learning ; Genomics/methods ; Enhancer Elements, Genetic ; Promoter Regions, Genetic ; Binding Sites ; Genome ; Software

Integration of bioinformatics and machine learning strategies identifies APM-related gene signatures to predict clinical outcomes and therapeutic responses for breast cancer patients

Authors: Hong-yu Shen Jia-lin Xu Zhen Zhu et al.

Source: Neoplasia: An International Journal for Oncology Research, Vol 45, Iss , Pp 100942- (2023)

Subject Terms: Antigen processing and presentation machinery, Gene signatures, Breast cancer, Risk assessment, Gene mutation, Immunotherapy, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1476558623000660; https://doaj.org/toc/1476-5586

Access URL: https://doaj.org/article/6f4cc1b43a754eadac40c8992725201f

Algorithms for Sparse Linear Systems

Authors: Jennifer Scott Miroslav Tůma

Resource Type: eBook.

Subjects: Sparse matrices, Linear systems, Algorithms

Categories: MATHEMATICS / Numerical Analysis, COMPUTERS / Computer Science, MATHEMATICS / Algebra / Linear, MATHEMATICS / Applied

Sparse Data Reconstruction, Missing Value and Multiple Imputation through Matrix Factorization.

Authors: Sengupta, Nandana Udell, Madeleine Srebro, Nathan et al.

Source: Sociological Methodology; Feb2023, Vol. 53 Issue 1, p72-114, 43p

Subject Terms: MATRIX decomposition, MISSING data (Statistics), ARCHIVAL resources, HISTORICAL source material, SOCIAL scientists

Automatic Extraction and Compensation of P-Bit Device Variations in Large Array Utilizing Boltzmann Machine Training

Authors: Bolin Zhang Yu Liu Tianqi Gao et al.

Source: Micromachines, Vol 16, Iss 2, p 133 (2025)

Subject Terms: spintronics, magnetic tunneling junction, Ising computation, Boltzmann machine training, traveling salesman problem, integer factorization, Mechanical engineering and machinery, TJ1-1570

File Description: electronic resource

Relation: https://www.mdpi.com/2072-666X/16/2/133; https://doaj.org/toc/2072-666X

Access URL: https://doaj.org/article/4d0d0f45d0b24fd1b466acdefb5eedb9

Machine Learning Under Resource Constraints - Fundamentals

Authors: Katharina Morik Peter Marwedel

Resource Type: eBook.

Subjects: Machine learning

Categories: COMPUTERS / Information Technology, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Programming / Algorithms

A Study on the Hydrochemical Evolution Property and Pollution Source Attribution of Groundwater in Highly Urbanized Areas: A Case Study of Shenzhen City.

Authors: Wei, Yue Li, Yang Zhang, Lihong et al.

Source: Water (20734441); Oct2025, Vol. 17 Issue 20, p2945, 19p

Subject Terms: GROUNDWATER quality, POLLUTION source apportionment, GROUNDWATER, URBANIZATION, CONSERVATION of natural resources, STATISTICS, CITIES & towns, WATER quality

Geographic Terms: CHINA, SHENZHEN (Guangdong Sheng, China : East)