Not all regions are equal: Spatially adaptive representation learning for efficient visual object tracking.

Συγγραφείς: Zhang Z; The School of Electronics and Control Engineering, Chang'an University, Xi'an, 710000, Shaanxi Province, China. Electronic address: 2020032003@chd.edu.cn., Lin S; The School of Electronics and Control Engineering, Chang'an University, Xi'an, 710000, Shaanxi Province, China. Electronic address: linshan@chd.edu.cn., Xu H; The School of Electronics and Control Engineering, Chang'an University, Xi'an, 710000, Shaanxi Province, China. Electronic address: xuhongke@chd.edu.cn., Liu Z; The School of Information Engineering, Chang'an University, Xi'an, 710000, Shaanxi Province, China. Electronic address: zwliu@chd.edu.cn., Li D; Aviation University of Air Force, Changchun,132000, Jilin Province, China. Electronic address: lidejun2025@yeah.net., Wang L; Aviation University of Air Force, Changchun,132000, Jilin Province, China. Electronic address: wanglongguang15@nudt.edu.cn.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Oct; Vol. 202, pp. 109052. Date of Electronic Publication: 2026 Apr 30.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Adaptive Algorithms* , Representation Machine Learning*

Beyond pairwise dependence: A multi-filter fusion network for graph representation learning.

Συγγραφείς: Yan H; Nanjing University of Science and Technology, Nanjing City, Jiangsu Province, 210094, China. Electronic address: yanhui@njust.edu.cn., Guo L; Nanjing University of Science and Technology, Nanjing City, Jiangsu Province, 210094, China. Electronic address: guoling@njust.edu.cn., Ai G; Nanjing University of Science and Technology, Nanjing City, Jiangsu Province, 210094, China. Electronic address: guoguo@njust.edu.cn., Li X; Nanjing University of Posts and Telecommunications, Nanjing City, Jiangsu Province, 210003, China. Electronic address: xinli@njupt.edu.cn.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Sep; Vol. 201, pp. 108906. Date of Electronic Publication: 2026 Mar 30.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Graph Neural Networks* , Representation Machine Learning*, Fourier Analysis

Dimension- adaptive latent representation learning with normalized hyperbolic tensor rank for multi-view clustering.

Συγγραφείς: Zhu G; College of Computer Science and Software Engineering, Hohai University, Nanjing,211100, China. Electronic address: zgt0910@163.com., Han L; College of Computer Science and Software Engineering, Hohai University, Nanjing,211100, China. Electronic address: lixinhan2002@hotmail.com., Yan H; School of Electrical Engineering, City University of Hong Kong, Kowloon, Hong Kong, China., Zhu J; School of Computer and Software, Nanjing University of Industry Technology, Nanjing, 210023, China.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Sep; Vol. 201, pp. 108905. Date of Electronic Publication: 2026 Mar 28.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Cluster Analysis* , Representation Machine Learning*, Humans ; Algorithms ; Clustering Algorithms

Region-adaptive representation learning for geographic knowledge graph.

Συγγραφείς: Yao H; School of Computer Science, China University of Geosciences, Wuhan, 430074, China; Hubei Key Laboratory of Intelligent Geo-Information Processing, Wuhan, 430074, China; State Key Laboratory of Geomicrobiology and Environmental Changes, Wuhan, 430074, China. Electronic address: yaohong@cug.edu.cn., Gao L; School of Computer Science, China University of Geosciences, Wuhan, 430074, China. Electronic address: li.gao@cug.edu.cn., Chen R; School of Computer Science, China University of Geosciences, Wuhan, 430074, China. Electronic address: cryao@cug.edu.cn., Xie Z; School of Computer Science, China University of Geosciences, Wuhan, 430074, China. Electronic address: xiezi@cug.edu.cn., Li X; School of Computer Science, China University of Geosciences, Wuhan, 430074, China; Hubei Key Laboratory of Intelligent Geo-Information Processing, Wuhan, 430074, China; State Key Laboratory of Geomicrobiology and Environmental Changes, Wuhan, 430074, China. Electronic address: lixinchuan@cug.edu.cn., Song H; State Key Laboratory of Geomicrobiology and Environmental Changes, Wuhan, 430074, China. Electronic address: haijunsong@cug.edu.cn., Li S; School of Computer Science, China University of Geosciences, Wuhan, 430074, China; Hubei Key Laboratory of Intelligent Geo-Information Processing, Wuhan, 430074, China; State Key Laboratory of Geomicrobiology and Environmental Changes, Wuhan, 430074, China. Electronic address: swli@cug.edu.cn.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2027 Jan; Vol. 205 (Pt A), pp. 109414. Date of Electronic Publication: 2026 Jul 18.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Representation Machine Learning* , Artificial Intelligence*, Geography ; Algorithms

Subgraph-Mamba: Subgraph Mamba model with positional encoding.

Συγγραφείς: Qin D; State Key Laboratory of Public Big Data, Guizhou University, Guiyang, Guizhou, 550025, China. Electronic address: qindenggao@126.com., Tang X; State Key Laboratory of Public Big Data, Guizhou University, Guiyang, Guizhou, 550025, China. Electronic address: xhtang@gzu.edu.cn., Lu J; State Key Laboratory of Public Big Data, Guizhou University, Guiyang, Guizhou, 550025, China. Electronic address: jglu@gzu.edu.cn., Yang J; State Key Laboratory of Public Big Data, Guizhou University, Guiyang, Guizhou, 550025, China. Electronic address: jyang23@gzu.edu.cn., Yu PS; Department of Computer Science, University of Illinois at Chicago, USA. Electronic address: psyu@uic.edu.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Nov; Vol. 203, pp. 109113. Date of Electronic Publication: 2026 May 14.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Representation Machine Learning*, Algorithms ; Graph Neural Networks

Window-to-window BEV representation learning for limited FoV cross-view geo-localization.

Συγγραφείς: Cheng L; School of Automation, Southeast University, Nanjing, 210096, Jiangsu, China. Electronic address: leicheng@seu.edu.cn., Liu D; School of Automation, Southeast University, Nanjing, 210096, Jiangsu, China. Electronic address: dkliu@seu.edu.cn., Meng L; School of Automation, Southeast University, Nanjing, 210096, Jiangsu, China. Electronic address: lingquanmeng@seu.edu.cn., Wang T; School of Automation, Southeast University, Nanjing, 210096, Jiangsu, China. Electronic address: wangteng@seu.edu.cn., Sun C; School of Automation, Southeast University, Nanjing, 210096, Jiangsu, China. Electronic address: cysun@seu.edu.cn.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Nov; Vol. 203, pp. 109099. Date of Electronic Publication: 2026 May 14.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Representation Machine Learning*

M-JEPA: Predictive Self-Supervised Learning for Molecular Graphs with Scaffold-Shift Evaluation on Tox21.

Συγγραφείς: Iyer K; Department of Computer Science and Information Technology, La Trobe University, Melbourne, Victoria3086, Australia., Sabar N; Department of Computer Science and Information Technology, La Trobe University, Melbourne, Victoria3086, Australia.

Πηγή: Journal of chemical information and modeling [J Chem Inf Model] 2026 Jul 27; Vol. 66 (14), pp. 8008-8021. Date of Electronic Publication: 2026 Jul 06.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Representation Machine Learning* , Supervised Machine Learning*, Algorithms ; Molecular Structure ; Statistics as Topic

Graph representation and learning for drug administration prediction.

Συγγραφείς: Cammarasana S; CNR, IMATI, Via de Marini 6, 16149, Genova, Italy. simone.cammarasana@cnr.it., Patanè G; CNR, IMATI, Via de Marini 6, 16149, Genova, Italy.

Πηγή: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2026 Jul 08; Vol. 26 (1). Date of Electronic Publication: 2026 Jul 08.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Pharmaceutical Preparations*/administration & dosage , Representation Machine Learning*, Humans ; Databases, Factual ; Graph Neural Networks

Cross-view contrastive representation learning on meta-path induced graphs with node features for bundle recommendation.

Συγγραφείς: Zhang P; organization=School of Computer Science and Technology, Beijing Institute of Technology, city=Beijing, country=China. Electronic address: pengzhang_cs@163.com., Niu Z; organization=School of Computer Science and Technology, Beijing Institute of Technology, city=Beijing, country=China; organization=Engineering Research Center of Integration and Application of Digital Learning Technology, Ministry of Education, city=Beijing, country=China. Electronic address: zniu@bit.edu.cn., Ma R; organization=School of Information Science and Engineering, Yanshan University, city=Qinhuangdao, Hebei Province, country=China. Electronic address: 3023349202@qq.com., Liang S; organization=School of Information Science and Engineering, Yanshan University, city=Qinhuangdao, Hebei Province, country=China. Electronic address: liangshunpan@ysu.edu.cn., Zhang F; organization=School of Information Science and Engineering, Yanshan University, city=Qinhuangdao, Hebei Province, country=China. Electronic address: xjzfz@ysu.edu.cn.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Jul; Vol. 199, pp. 108669. Date of Electronic Publication: 2026 Jan 29.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Representation Machine Learning* , Neural Networks, Computer*, Humans ; Algorithms

Cyclic Contrastive Representation Learning for Incomplete Multi-Modal Medical Image Segmentation.

Συγγραφείς: He S, Yang Z, Zhao J, Zhang H, Wang R

Πηγή: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2026 Jun; Vol. 30 (6), pp. 5193-5205.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Multimodal Imaging*/methods , Image Interpretation, Computer-Assisted*/methods , Representation Machine Learning*, Imaging, Three-Dimensional/methods ; Humans ; Algorithms ; Magnetic Resonance Imaging

Dual Adaptive Disentangled Representation Learning With Multimodal Data for Disease Diagnosis.

Συγγραφείς: Chen X, Pan W, Wang T, Zhang X, Xiong W, Tian T, Feng Q, Huang M

Πηγή: IEEE transactions on pattern analysis and machine intelligence [IEEE Trans Pattern Anal Mach Intell] 2026 Jun; Vol. 48 (6), pp. 7177-7194.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: IEEE Computer Society Country of Publication: United States NLM ID: 9885960 Publication Model: Print Cited Medium: Internet ISSN: 1939-3539 (Electronic) Linking ISSN: 00985589 NLM ISO Abbreviation: IEEE Trans Pattern Anal Mach Intell Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Multimodal Imaging*/methods , Image Interpretation, Computer-Assisted*/methods , Representation Machine Learning*, Biomarkers/analysis ; Humans ; Algorithms ; Adaptive Algorithms

HSimGCDA: A novel higher-order similarity graph representation learning method for identifying CircRNA-disease associations.

Συγγραφείς: Li Y; School of Mathematics and Statistics, Weinan Normal University, Weinan 714099, China. Electronic address: sxxyliyang@163.com., Wang L; School of Computer Science and Technology, China University of Mining and Technology, Xuzhou 221116, China. Electronic address: leiwang@cumt.edu.cn., You ZH; School of Computer Science, Northwestern Polytechnical University, Xi'an 710129, China. Electronic address: zhuhongyou@nwpu.edu.cn., Li PP; School of Computer Science and Information Engineering, Hefei University of Technology, Hefei 230601, China. Electronic address: peipeili@hfut.edu.cn., Hu XG; School of Computer Science and Information Engineering, Hefei University of Technology, Hefei 230601, China. Electronic address: jsjxhuxg@hfut.edu.cn.

Πηγή: Bioorganic chemistry [Bioorg Chem] 2026 Oct 05; Vol. 181, pp. 110258. Date of Electronic Publication: 2026 Jul 23.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Elsevier Country of Publication: United States NLM ID: 1303703 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1090-2120 (Electronic) Linking ISSN: 00452068 NLM ISO Abbreviation: Bioorg Chem Subsets: MEDLINE

Ιατρικοί όροι (MeSH): RNA, Circular*/genetics , RNA, Circular*/metabolism, Humans ; Graph Neural Networks ; Representation Machine Learning ; Algorithms

Rhamba: Region-aware hybrid attention-Mamba framework for self-supervised learning in resting-state fMRI.

Συγγραφείς: Pandey P; Multimodal Functional Brain Imaging Research Lab, St. Jude Children's Research Hospital, Memphis, TN 38105, United States. Electronic address: ppandey@stjude.org., Doodipala RR; Multimodal Functional Brain Imaging Research Lab, St. Jude Children's Research Hospital, Memphis, TN 38105, United States; Biomedical Sensors & Systems Lab, University of Memphis, Memphis, TN 38152, United States. Electronic address: rddipala@memphis.edu., Eranki P; Multimodal Functional Brain Imaging Research Lab, St. Jude Children's Research Hospital, Memphis, TN 38105, United States; Biomedical Sensors & Systems Lab, University of Memphis, Memphis, TN 38152, United States., Torres-Rojas C; Multimodal Functional Brain Imaging Research Lab, St. Jude Children's Research Hospital, Memphis, TN 38105, United States., Saikia MJ; Biomedical Sensors & Systems Lab, University of Memphis, Memphis, TN 38152, United States. Electronic address: msaikia@memphis.edu., Sitaram R; Multimodal Functional Brain Imaging Research Lab, St. Jude Children's Research Hospital, Memphis, TN 38105, United States. Electronic address: rsitaram@stjude.org.

Πηγή: Computers in biology and medicine [Comput Biol Med] 2026 Oct 01; Vol. 215, pp. 111941. Date of Electronic Publication: 2026 Sep 21.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Magnetic Resonance Imaging*/methods , Brain*/diagnostic imaging , Image Processing, Computer-Assisted*/methods , Attention Deficit Disorder with Hyperactivity*/diagnostic imaging , Attention Deficit Disorder with Hyperactivity*/physiopathology , Schizophrenia*/diagnostic imaging , Schizophrenia*/physiopathology , Supervised Machine Learning*, Humans ; Representation Machine Learning

Learning forward-compatible and domain-invariant representations for cross-domain few-shot class-incremental learning.

Συγγραφείς: Shi W; School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China. Electronic address: 24120371@bjtu.edu.cn., Yan X; School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China. Electronic address: xud_yan@bjtu.edu.cn., Yuan J; Research Center for Language Intelligence of China, Capital Normal University, Beijing, China. Electronic address: jzyuan@cnu.edu.cn., Lu H; School of Mathematics and Statistics, Shandong University, Weihai, Shandong, China. Electronic address: lhwh@sdu.edu.cn., Feng S; Tangshan Research Institute, Beijing Jiaotong University, Tangshan, China. Electronic address: shfeng@bjtu.edu.cn.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Oct; Vol. 202, pp. 109070. Date of Electronic Publication: 2026 May 04.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Learning* , Neural Networks, Computer*, Humans ; Representation Machine Learning

MB-GLOM: An attentive GLOM with multi-head projection and bottleneck residual.

Συγγραφείς: Yang H; Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China; School of Medical Instruments, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China; School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China. Electronic address: yanghui313@126.com., Mu D; School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China. Electronic address: sdnymdz123@163.com., Zeng R; School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China. Electronic address: zengru_neo@163.com., Song Y; School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China. Electronic address: sonya@usst.edu.cn.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Oct; Vol. 202, pp. 109054. Date of Electronic Publication: 2026 May 02.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Image Processing, Computer-Assisted*/methods , Neural Networks, Computer*, Humans ; Algorithms ; Representation Machine Learning

Contrastive graph clustering with Structure-Robust learning and stable prototype guidance.

Συγγραφείς: Ding Y; School of Information Engineering, Yancheng Institute of Technology, Yancheng, 224051, China; Jiangsu Provincial Engineering Technology Center for Multimodal Perception and Intelligent Control of Offshore Wind Power Systems, Yancheng, 224051, China. Electronic address: 930507586@qq.com., Xu X; School of Information Engineering, Yancheng Institute of Technology, Yancheng, 224051, China; Jiangsu Provincial Engineering Technology Center for Multimodal Perception and Intelligent Control of Offshore Wind Power Systems, Yancheng, 224051, China. Electronic address: xxf@ycit.cn., Xu S; School of Information Engineering, Yancheng Institute of Technology, Yancheng, 224051, China; Jiangsu Provincial Engineering Technology Center for Multimodal Perception and Intelligent Control of Offshore Wind Power Systems, Yancheng, 224051, China; College of Information and Communication Engineering, Harbin Engineering University, Harbin, 150001, China. Electronic address: xusen@ycit.cn., Bian X; School of Information Engineering, Yancheng Institute of Technology, Yancheng, 224051, China; Jiangsu Provincial Engineering Technology Center for Multimodal Perception and Intelligent Control of Offshore Wind Power Systems, Yancheng, 224051, China. Electronic address: xsbian@ycit.edu.cn., Yao S; School of Information Engineering, Yancheng Institute of Technology, Yancheng, 224051, China; Jiangsu Provincial Engineering Technology Center for Multimodal Perception and Intelligent Control of Offshore Wind Power Systems, Yancheng, 224051, China. Electronic address: Shanliang.Yao@ycit.edu.cn., Guo N; School of Information Engineering, Yancheng Institute of Technology, Yancheng, 224051, China; Jiangsu Provincial Engineering Technology Center for Multimodal Perception and Intelligent Control of Offshore Wind Power Systems, Yancheng, 224051, China. Electronic address: guonaixuan@ycit.edu.cn., Wang W; School of Information Engineering, Yancheng Institute of Technology, Yancheng, 224051, China; Jiangsu Provincial Engineering Technology Center for Multimodal Perception and Intelligent Control of Offshore Wind Power Systems, Yancheng, 224051, China. Electronic address: wangwei@ycit.edu.cn., Zhou T; College of Underwater Acoustic Engineering, Harbin Engineering University, Harbin, 150001, China. Electronic address: zhoutian@hrbeu.edu.cn., Shen Y; Jiangsu Tingshan Technology Co., Ltd, Yancheng, 224051, Jiangsu, China. Electronic address: shone@tingshan.cn.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Oct; Vol. 202, pp. 109056. Date of Electronic Publication: 2026 Apr 29.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Algorithms* , Cluster Analysis*, Representation Machine Learning

Hybrid graph attention learning with pseudo-label guided adaptive evolution.

Συγγραφείς: Wang J; Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, 100124, China. Electronic address: wangjinlu@emails.bjut.edu.cn., Sun Y; Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, 100124, China. Electronic address: yfsun@bjut.edu.cn., Gao J; Discipline of Business Analytics, Business School, The University of Sydney, 2006, NSW, Australia. Electronic address: junbin.gao@sydney.edu.au., Wang S; Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, 100124, China. Electronic address: wangshaofan@bjut.edu.cn., Zhang Q; School of Information Science and Engineering, Shandong Agricultural University, Taian, 271018, China. Electronic address: QiZhang2025@sdau.edu.cn., Yang Y; Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, 100124, China. Electronic address: 1216057137@qq.com., Yin B; Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, 100124, China. Electronic address: ybc@bjut.edu.cn., Guo J; College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China. Electronic address: guojipeng@buct.edu.cn.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Oct; Vol. 202, pp. 109025. Date of Electronic Publication: 2026 Apr 23.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Attention*, Graph Neural Networks ; Humans ; Adaptive Algorithms ; Representation Machine Learning ; Algorithms ; Semantics

Motif-Based Hypergraph Representation Learning: Transductive and Inductive Inference for Gene Regulatory Networks.

Συγγραφείς: Wu S, Tang M, Zi T, Liu L, Qiao S, Ding G, Gao W

Πηγή: IEEE transactions on neural networks and learning systems [IEEE Trans Neural Netw Learn Syst] 2026 Oct; Vol. 37 (10), pp. 5657-5671.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Institute of Electrical and Electronics Engineeers Country of Publication: United States NLM ID: 101616214 Publication Model: Print Cited Medium: Internet ISSN: 2162-2388 (Electronic) Linking ISSN: 2162237X NLM ISO Abbreviation: IEEE Trans Neural Netw Learn Syst Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Gene Regulatory Networks*/genetics , Computational Biology*/methods, Representation Machine Learning ; Algorithms ; Humans ; Neural Networks, Computer

GeoMAE : Masking representation learning for spatio-temporal graph forecasting with missing values.

Συγγραφείς: Ke S; College of Computer and Data Science, Fuzhou University, Fuzhou, Fujian, China; JD Intelligent Cities Research, Beijing, China; JD iCity, JD Technology, Beijing, China. Electronic address: songyuke@fzu.edu.cn., Wu C; Southwest Jiaotong University, Chengdu, Sichuan, China. Electronic address: chenywu@swjtu.edu.cn., Liang Y; Hong Kong University of Science and Technology (Guangzhou), Guangzhou Guangdong, China. Electronic address: yuxliang@outlook.com., Qin H; Beijing Normal University, Zhuhai Guangdong, China. Electronic address: qinhuiling@bnu.edu.cn., Zhang J; JD Intelligent Cities Research, Beijing, China; JD iCity, JD Technology, Beijing, China; Southwest Jiaotong University, Chengdu, Sichuan, China; Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing, China. Electronic address: songyuke@fzu.edu.cn., Zheng Y; Southwest Jiaotong University, Chengdu, Sichuan, China; Xidian University, Xi'an Shaanxi, China; Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing, China. Electronic address: msyuzheng@outlook.com.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Oct; Vol. 202, pp. 108986. Date of Electronic Publication: 2026 Apr 18.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Neural Networks, Computer*, Forecasting/methods ; Representation Machine Learning ; Predictive Learning Models ; Humans ; Prediction Algorithms

Discriminative and noise-robust embedding for zero-shot learning.

Συγγραφείς: Lei Y; organization=School of Telecommunications Engineering, Xidian University, city=Shaanxi, postcode=710071, country=China., Deng C; organization=School of Telecommunications Engineering, Xidian University, city=Shaanxi, postcode=710071, country=China., Duan Y; organization=School of Telecommunications Engineering, Xidian University, city=Shaanxi, postcode=710071, country=China., Gao Q; organization=School of Telecommunications Engineering, Xidian University, city=Shaanxi, postcode=710071, country=China. Electronic address: qxgao@xidian.edu.cn., Wang J; organization=School of Telecommunications Engineering, Xidian University, city=Shaanxi, postcode=710071, country=China.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Oct; Vol. 202, pp. 109007. Date of Electronic Publication: 2026 Apr 22.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Neural Networks, Computer* , Machine Learning*, Humans ; Algorithms ; Representation Machine Learning