PHLP: Sole persistent homology for link prediction - interpretable feature extraction
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| Veröffentlicht in: | Neurocomputing (Amsterdam) Jg. 665; S. 132147 |
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| Sprache: | Englisch |
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01.02.2026
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| ISSN: | 0925-2312 |
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| ArticleNumber | 132147 |
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| Author | Jung, Jae-Hun You, Junwon Heo, Eunwoo |
| Author_xml | – sequence: 1 givenname: Junwon orcidid: 0009-0000-6220-7275 surname: You fullname: You, Junwon – sequence: 2 givenname: Eunwoo orcidid: 0009-0004-3886-1276 surname: Heo fullname: Heo, Eunwoo – sequence: 3 givenname: Jae-Hun orcidid: 0000-0001-7923-0674 surname: Jung fullname: Jung, Jae-Hun |
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| References | Brintrup (10.1016/j.neucom.2025.132147_bib0050) 2018; 2018 Dey (10.1016/j.neucom.2025.132147_bib0085) 2022 10.1016/j.neucom.2025.132147_bib0025 Kruskal (10.1016/j.neucom.2025.132147_bib0160) 1956; 7 Lü (10.1016/j.neucom.2025.132147_bib0175) 2011; 390 Watts (10.1016/j.neucom.2025.132147_bib0285) 1998; 393 Barabási (10.1016/j.neucom.2025.132147_bib0020) 1999; 286 Jeh (10.1016/j.neucom.2025.132147_bib0130) 2002 Tang (10.1016/j.neucom.2025.132147_bib0250) 2015 Huber (10.1016/j.neucom.2025.132147_bib0120) 2021 Yao (10.1016/j.neucom.2025.132147_bib0305) 2016; 83 Koren (10.1016/j.neucom.2025.132147_bib0150) 2009; 42 Zhang (10.1016/j.neucom.2025.132147_bib0335) 2018; 31 Adamic (10.1016/j.neucom.2025.132147_bib0010) 2003; 25 Bhatia (10.1016/j.neucom.2025.132147_bib0030) 2019 Mavromatis (10.1016/j.neucom.2025.132147_bib0180) Tang (10.1016/j.neucom.2025.132147_bib0255) 2011; 23 Cohen-Steiner (10.1016/j.neucom.2025.132147_bib0080) 2005 Newman (10.1016/j.neucom.2025.132147_bib0195) 2006; 74 Brin (10.1016/j.neucom.2025.132147_bib0040) 1998; 30 Brockmann (10.1016/j.neucom.2025.132147_bib0055) 2022; 24 Yan (10.1016/j.neucom.2025.132147_bib0300) 2021 Shervashidze (10.1016/j.neucom.2025.132147_bib0225) 2011; 12 Katz (10.1016/j.neucom.2025.132147_bib0135) 1953; 18 Ye (10.1016/j.neucom.2025.132147_bib0310) 2023; 25 Nayyeri (10.1016/j.neucom.2025.132147_bib0190) 2021; 9 Perozzi (10.1016/j.neucom.2025.132147_bib0215) 2014 Tarjan (10.1016/j.neucom.2025.132147_bib0260) 1979; 18 Nie (10.1016/j.neucom.2025.132147_bib0205) 2025 Von Mering (10.1016/j.neucom.2025.132147_bib0275) 2002; 417 Zhang (10.1016/j.neucom.2025.132147_bib0325) 2024 Zhao (10.1016/j.neucom.2025.132147_bib0350) 2019; 32 Taiwo (10.1016/j.neucom.2025.132147_bib0245) Nickel (10.1016/j.neucom.2025.132147_bib0200) 2014; 27 Brin (10.1016/j.neucom.2025.132147_bib0045) 2012; 56 (10.1016/j.neucom.2025.132147_bib0095) 2002; 28 Wu (10.1016/j.neucom.2025.132147_bib0295) 2020; 32 Zhou (10.1016/j.neucom.2025.132147_bib0360) 2009; 71 Vietoris (10.1016/j.neucom.2025.132147_bib0270) 1927; 97 Carrière (10.1016/j.neucom.2025.132147_bib0065) 2020 Gromov (10.1016/j.neucom.2025.132147_bib0105) 1987 Wang (10.1016/j.neucom.2025.132147_bib0280) 2024 Adams (10.1016/j.neucom.2025.132147_bib0015) 2017; 18 Immonen (10.1016/j.neucom.2025.132147_bib0125) 2024; 36 Kazemi (10.1016/j.neucom.2025.132147_bib0140) 2018; 31 Spring (10.1016/j.neucom.2025.132147_bib0230) 2002; 32 Grover (10.1016/j.neucom.2025.132147_bib0110) 2016 Li (10.1016/j.neucom.2025.132147_bib0170) 2024 Pan (10.1016/j.neucom.2025.132147_bib0210) 2022 Kipf (10.1016/j.neucom.2025.132147_bib0145) Zhang (10.1016/j.neucom.2025.132147_bib0330) 2017 Ribeiro (10.1016/j.neucom.2025.132147_bib0220) 2017 Stanfield (10.1016/j.neucom.2025.132147_bib0235) 2017; 7 (10.1016/j.neucom.2025.132147_bib0240) 1908 Zhang (10.1016/j.neucom.2025.132147_bib0340) 2018 Tibshirani (10.1016/j.neucom.2025.132147_bib0265) 1993; 57 Wen (10.1016/j.neucom.2025.132147_bib0290) Lei (10.1016/j.neucom.2025.132147_bib0165) 2013; 29 Nasiri (10.1016/j.neucom.2025.132147_bib0185) 2021; 137 Horn (10.1016/j.neucom.2025.132147_bib0115) Ying (10.1016/j.neucom.2025.132147_bib0315) Chen (10.1016/j.neucom.2025.132147_bib0075) 2021; 34 Zhang (10.1016/j.neucom.2025.132147_bib0345) 2020; 34 Ackland (10.1016/j.neucom.2025.132147_bib0005) 2005 Dong (10.1016/j.neucom.2025.132147_bib0090) 2024 Yun (10.1016/j.neucom.2025.132147_bib0320) 2021; 34 Fire (10.1016/j.neucom.2025.132147_bib0100) 2011 Bradley (10.1016/j.neucom.2025.132147_bib0035) 1997; 30 Chamberlain (10.1016/j.neucom.2025.132147_bib0070) 2023 Cai (10.1016/j.neucom.2025.132147_bib0060) 2022; 44 Kovács (10.1016/j.neucom.2025.132147_bib0155) 2019; 10 Zhao (10.1016/j.neucom.2025.132147_bib0355) 2020 |
| References_xml | – volume: 27 year: 2014 ident: 10.1016/j.neucom.2025.132147_bib0200 article-title: Reducing the rank in relational factorization models by including observable patterns publication-title: Adv. Neural Inf. Process. Syst. – volume: 18 start-page: 110 year: 1979 ident: 10.1016/j.neucom.2025.132147_bib0260 article-title: A class of algorithms which require nonlinear time to maintain disjoint sets publication-title: J. Comput. Syst. Sci. doi: 10.1016/0022-0000(79)90042-4 – start-page: 263 year: 2005 ident: 10.1016/j.neucom.2025.132147_bib0080 article-title: Stability of persistence diagrams – volume: 42 start-page: 30 year: 2009 ident: 10.1016/j.neucom.2025.132147_bib0150 article-title: Matrix factorization techniques for recommender systems publication-title: Computer doi: 10.1109/MC.2009.263 – volume: 417 start-page: 399 year: 2002 ident: 10.1016/j.neucom.2025.132147_bib0275 article-title: Comparative assessment of large-scale data sets of protein–protein interactions publication-title: Nature doi: 10.1038/nature750 – start-page: 11659 year: 2021 ident: 10.1016/j.neucom.2025.132147_bib0300 article-title: Link prediction with persistent homology: an interactive view – start-page: 2896 year: 2020 ident: 10.1016/j.neucom.2025.132147_bib0355 article-title: Persistence enhanced graph neural network – start-page: 855 year: 2016 ident: 10.1016/j.neucom.2025.132147_bib0110 article-title: Node2vec: scalable feature learning for networks – volume: 18 start-page: 39 year: 1953 ident: 10.1016/j.neucom.2025.132147_bib0135 article-title: A new status index derived from sociometric analysis publication-title: Psychometrika doi: 10.1007/BF02289026 – volume: 390 start-page: 1150 year: 2011 ident: 10.1016/j.neucom.2025.132147_bib0175 article-title: Link prediction in complex networks: a survey publication-title: Phys. A doi: 10.1016/j.physa.2010.11.027 – volume: 83 start-page: 82 year: 2016 ident: 10.1016/j.neucom.2025.132147_bib0305 article-title: Link prediction based on common-neighbors for dynamic social network publication-title: Proc. Comput. Sci. doi: 10.1016/j.procs.2016.04.102 – volume: 28 start-page: 511 year: 2002 ident: 10.1016/j.neucom.2025.132147_bib0095 article-title: Topological persistence and simplification publication-title: Discret. Comput. Geom. doi: 10.1007/s00454-002-2885-2 – year: 2024 ident: 10.1016/j.neucom.2025.132147_bib0170 article-title: Sub-graph based diffusion model for link prediction – volume: 56 start-page: 3825 year: 2012 ident: 10.1016/j.neucom.2025.132147_bib0045 article-title: Reprint of: The anatomy of a large-scale hypertextual web search engine publication-title: Comput. Netw. doi: 10.1016/j.comnet.2012.10.007 – ident: 10.1016/j.neucom.2025.132147_bib0180 – volume: 286 start-page: 509 year: 1999 ident: 10.1016/j.neucom.2025.132147_bib0020 article-title: Emergence of scaling in random networks publication-title: science doi: 10.1126/science.286.5439.509 – volume: 30 start-page: 1145 year: 1997 ident: 10.1016/j.neucom.2025.132147_bib0035 article-title: The use of the area under the ROC curve in the evaluation of machine learning algorithms publication-title: Pattern Recognit. doi: 10.1016/S0031-3203(96)00142-2 – start-page: 575 year: 2017 ident: 10.1016/j.neucom.2025.132147_bib0330 article-title: Weisfeiler-Lehman neural machine for link prediction – start-page: 538 year: 2002 ident: 10.1016/j.neucom.2025.132147_bib0130 article-title: SimRank: a measure of structural-context similarity – volume: 137 year: 2021 ident: 10.1016/j.neucom.2025.132147_bib0185 article-title: A novel link prediction algorithm for protein-protein interaction networks by attributed graph embedding publication-title: Comput. Biol. Med. doi: 10.1016/j.compbiomed.2021.104772 – volume: 25 start-page: 331 year: 2023 ident: 10.1016/j.neucom.2025.132147_bib0310 article-title: TREPH: a plug-in topological layer for graph neural networks publication-title: Entropy doi: 10.3390/e25020331 – start-page: 73 year: 2011 ident: 10.1016/j.neucom.2025.132147_bib0100 article-title: Link prediction in social networks using computationally efficient topological features – start-page: 81 year: 2021 ident: 10.1016/j.neucom.2025.132147_bib0120 article-title: Persistent homology in data science – volume: 36 year: 2024 ident: 10.1016/j.neucom.2025.132147_bib0125 article-title: Going beyond persistent homology using persistent homology publication-title: Adv. Neural Inf. Process. Syst. – ident: 10.1016/j.neucom.2025.132147_bib0025 – volume: 12 year: 2011 ident: 10.1016/j.neucom.2025.132147_bib0225 article-title: Weisfeiler-Lehman graph kernels publication-title: J. Mach. Learn. Res. – volume: 393 start-page: 440 year: 1998 ident: 10.1016/j.neucom.2025.132147_bib0285 article-title: Collective dynamics of ‘small-worldʼnetworks publication-title: nature doi: 10.1038/30918 – volume: 2018 start-page: 1 year: 2018 ident: 10.1016/j.neucom.2025.132147_bib0050 article-title: Predicting hidden links in supply networks publication-title: Complexity doi: 10.1155/2018/9104387 – volume: 18 year: 2017 ident: 10.1016/j.neucom.2025.132147_bib0015 article-title: Persistence images: a stable vector representation of persistent homology publication-title: J. Mach. Learn. Res. – start-page: 75 year: 1987 ident: 10.1016/j.neucom.2025.132147_bib0105 article-title: Hyperbolic groups – volume: 24 start-page: 124 year: 2022 ident: 10.1016/j.neucom.2025.132147_bib0055 article-title: Supply chain link prediction on uncertain knowledge graph publication-title: ACM SIGKDD Explor. Newsl. doi: 10.1145/3575637.3575655 – start-page: 2786 year: 2020 ident: 10.1016/j.neucom.2025.132147_bib0065 article-title: Perslay: a neural network layer for persistence diagrams and new graph topological signatures – volume: 25 start-page: 211 year: 2003 ident: 10.1016/j.neucom.2025.132147_bib0010 article-title: Friends and neighbors on the web publication-title: Soc. Netw. doi: 10.1016/S0378-8733(03)00009-1 – volume: 29 start-page: 355 year: 2013 ident: 10.1016/j.neucom.2025.132147_bib0165 article-title: A novel link prediction algorithm for reconstructing protein–protein interaction networks by topological similarity publication-title: Bioinformatics doi: 10.1093/bioinformatics/bts688 – year: 2024 ident: 10.1016/j.neucom.2025.132147_bib0280 article-title: A topological perspective on demystifying GNN-based link prediction performance – year: 2018 ident: 10.1016/j.neucom.2025.132147_bib0340 article-title: Beyond link prediction: predicting hyperlinks in adjacency space – volume: 7 start-page: 48 year: 1956 ident: 10.1016/j.neucom.2025.132147_bib0160 article-title: On the shortest spanning subtree of a graph and the traveling salesman problem publication-title: Proc. Am. Math. Soc. doi: 10.1090/S0002-9939-1956-0078686-7 – year: 2023 ident: 10.1016/j.neucom.2025.132147_bib0070 article-title: Graph neural networks for link prediction with subgraph sketching – year: 2024 ident: 10.1016/j.neucom.2025.132147_bib0325 article-title: A transformative topological representation for link modeling, prediction and cross-domain network analysis publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 31 year: 2018 ident: 10.1016/j.neucom.2025.132147_bib0335 article-title: Link prediction based on graph neural networks publication-title: Adv. Neural Inf. Process. Syst. – volume: 32 start-page: 133 year: 2002 ident: 10.1016/j.neucom.2025.132147_bib0230 article-title: Measuring ISP topologies with Rocketfuel publication-title: ACM SIGCOMM Comput. Commun. Rev. doi: 10.1145/964725.633039 – volume: 34 start-page: 13683 year: 2021 ident: 10.1016/j.neucom.2025.132147_bib0320 article-title: Neo-GNNs: neighborhood overlap-aware graph neural networks for link prediction publication-title: Adv. Neural Inf. Process. Syst. – volume: 10 start-page: 1240 year: 2019 ident: 10.1016/j.neucom.2025.132147_bib0155 article-title: Network-based prediction of protein interactions publication-title: Nat. Commun. doi: 10.1038/s41467-019-09177-y – volume: 23 start-page: 447 year: 2011 ident: 10.1016/j.neucom.2025.132147_bib0255 article-title: Leveraging social media networks for classification publication-title: Data Min. Knowl. Discov. doi: 10.1007/s10618-010-0210-x – volume: 34 start-page: 249 year: 2020 ident: 10.1016/j.neucom.2025.132147_bib0345 article-title: Deep learning on graphs: a survey publication-title: IEEE Trans. Knowl. Data Eng. doi: 10.1109/TKDE.2020.2981333 – year: 2022 ident: 10.1016/j.neucom.2025.132147_bib0085 – ident: 10.1016/j.neucom.2025.132147_bib0245 – start-page: 1067 year: 2015 ident: 10.1016/j.neucom.2025.132147_bib0250 article-title: Line: large-scale information network embedding – ident: 10.1016/j.neucom.2025.132147_bib0290 – start-page: 1 year: 1908 ident: 10.1016/j.neucom.2025.132147_bib0240 article-title: The probable error of a mean publication-title: Biometrika – year: 2022 ident: 10.1016/j.neucom.2025.132147_bib0210 article-title: Neural link prediction with walk pooling – volume: 32 year: 2019 ident: 10.1016/j.neucom.2025.132147_bib0350 article-title: Learning metrics for persistence-based summaries and applications for graph classification publication-title: Adv. Neural Inf. Process. Syst. – start-page: 27 year: 2019 ident: 10.1016/j.neucom.2025.132147_bib0030 article-title: A persistent homology perspective to the link prediction problem – volume: 32 start-page: 4 year: 2020 ident: 10.1016/j.neucom.2025.132147_bib0295 article-title: A comprehensive survey on graph neural networks publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2020.2978386 – year: 2005 ident: 10.1016/j.neucom.2025.132147_bib0005 article-title: Mapping the US political blogosphere: are conservative bloggers more prominent? – ident: 10.1016/j.neucom.2025.132147_bib0115 – volume: 9 start-page: 116002 year: 2021 ident: 10.1016/j.neucom.2025.132147_bib0190 article-title: Link prediction of weighted triples for knowledge graph completion within the scholarly domain publication-title: IEEE Access doi: 10.1109/ACCESS.2021.3105183 – ident: 10.1016/j.neucom.2025.132147_bib0145 – volume: 74 year: 2006 ident: 10.1016/j.neucom.2025.132147_bib0195 article-title: Finding community structure in networks using the eigenvectors of matrices publication-title: Phys. Rev. E doi: 10.1103/PhysRevE.74.036104 – ident: 10.1016/j.neucom.2025.132147_bib0315 – year: 2024 ident: 10.1016/j.neucom.2025.132147_bib0090 article-title: Pure message passing can estimate common neighbor for link prediction – volume: 57 start-page: 1 year: 1993 ident: 10.1016/j.neucom.2025.132147_bib0265 article-title: An introduction to the bootstrap publication-title: Monogr. Stat. Appl. Probab. – year: 2025 ident: 10.1016/j.neucom.2025.132147_bib0205 article-title: Local optimization policy for link prediction via reinforcement learning publication-title: IEEE Trans. Netw. Sci. Eng. doi: 10.1109/TNSE.2025.3526340 – volume: 97 start-page: 454 year: 1927 ident: 10.1016/j.neucom.2025.132147_bib0270 article-title: Über den höheren zusammenhang kompakter räume und eine klasse von zusammenhangstreuen abbildungen publication-title: Math. Ann. doi: 10.1007/BF01447877 – volume: 71 start-page: 623 year: 2009 ident: 10.1016/j.neucom.2025.132147_bib0360 article-title: Predicting missing links via local information publication-title: Eur. Phys. J. B doi: 10.1140/epjb/e2009-00335-8 – volume: 30 start-page: 107 year: 1998 ident: 10.1016/j.neucom.2025.132147_bib0040 article-title: The anatomy of a large-scale hypertextual web search engine publication-title: Comput. Netw. ISDN Syst. doi: 10.1016/S0169-7552(98)00110-X – volume: 7 year: 2017 ident: 10.1016/j.neucom.2025.132147_bib0235 article-title: Drug response prediction as a link prediction problem publication-title: Sci. Rep. – start-page: 701 year: 2014 ident: 10.1016/j.neucom.2025.132147_bib0215 article-title: DeepWalk: online learning of social representations – start-page: 385 year: 2017 ident: 10.1016/j.neucom.2025.132147_bib0220 article-title: Struc2vec: learning node representations from structural identity – volume: 44 start-page: 5103 year: 2022 ident: 10.1016/j.neucom.2025.132147_bib0060 article-title: Line graph neural networks for link prediction publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 31 year: 2018 ident: 10.1016/j.neucom.2025.132147_bib0140 article-title: Simple embedding for link prediction in knowledge graphs publication-title: Adv. Neural Inf. Process. Syst. – volume: 34 start-page: 27029 year: 2021 ident: 10.1016/j.neucom.2025.132147_bib0075 article-title: Topological relational learning on graphs publication-title: Adv. Neural Inf. Process. Syst. |
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