{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2014:C6QUK3R6TOUKMU3ZMWH2SFHLDF","short_pith_number":"pith:C6QUK3R6","schema_version":"1.0","canonical_sha256":"17a1456e3e9ba8a65379658fa914eb194125a9f44ab164d5f3b7d505050b54e8","source":{"kind":"arxiv","id":"1404.2403","version":2},"attestation_state":"computed","paper":{"title":"Robustness surfaces of complex networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SI","authors_text":"Caterina Scoglio, Eusebi Calle, Faryad Sahneh, Jose Luis Marzo, Marc Manzano","submitted_at":"2014-04-09T09:27:06Z","abstract_excerpt":"Despite the robustness of complex networks has been extensively studied in the last decade, there still lacks a unifying framework able to embrace all the proposed metrics. In the literature there are two open issues related to this gap: (a) how to dimension several metrics to allow their summation and (b) how to weight each of the metrics. In this work we propose a solution for the two aforementioned problems by defining the $R^*$-value and introducing the concept of \\emph{robustness surface} ($\\Omega$). The rationale of our proposal is to make use of Principal Component Analysis (PCA). We fi"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1404.2403","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2014-04-09T09:27:06Z","cross_cats_sorted":[],"title_canon_sha256":"0d435bf07748fd9900223bbc1e7405439ed91549ef6c7071e4c8b79de1197267","abstract_canon_sha256":"a97239dec738516efbfbd22e41b3019fbc1b922e9668b57752de76be6f057408"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:48:46.113262Z","signature_b64":"lIqZNTz2o8JpzUUNyFSREISItusuimlGIfFmhzOHK6IS81ulivj9whjTPiDDOZt3I07r8daR8TsRckN9iHYyAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"17a1456e3e9ba8a65379658fa914eb194125a9f44ab164d5f3b7d505050b54e8","last_reissued_at":"2026-05-18T02:48:46.112542Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:48:46.112542Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Robustness surfaces of complex networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SI","authors_text":"Caterina Scoglio, Eusebi Calle, Faryad Sahneh, Jose Luis Marzo, Marc Manzano","submitted_at":"2014-04-09T09:27:06Z","abstract_excerpt":"Despite the robustness of complex networks has been extensively studied in the last decade, there still lacks a unifying framework able to embrace all the proposed metrics. In the literature there are two open issues related to this gap: (a) how to dimension several metrics to allow their summation and (b) how to weight each of the metrics. In this work we propose a solution for the two aforementioned problems by defining the $R^*$-value and introducing the concept of \\emph{robustness surface} ($\\Omega$). The rationale of our proposal is to make use of Principal Component Analysis (PCA). We fi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1404.2403","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"1404.2403","created_at":"2026-05-18T02:48:46.112670+00:00"},{"alias_kind":"arxiv_version","alias_value":"1404.2403v2","created_at":"2026-05-18T02:48:46.112670+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1404.2403","created_at":"2026-05-18T02:48:46.112670+00:00"},{"alias_kind":"pith_short_12","alias_value":"C6QUK3R6TOUK","created_at":"2026-05-18T12:28:22.404517+00:00"},{"alias_kind":"pith_short_16","alias_value":"C6QUK3R6TOUKMU3Z","created_at":"2026-05-18T12:28:22.404517+00:00"},{"alias_kind":"pith_short_8","alias_value":"C6QUK3R6","created_at":"2026-05-18T12:28:22.404517+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/C6QUK3R6TOUKMU3ZMWH2SFHLDF","json":"https://pith.science/pith/C6QUK3R6TOUKMU3ZMWH2SFHLDF.json","graph_json":"https://pith.science/api/pith-number/C6QUK3R6TOUKMU3ZMWH2SFHLDF/graph.json","events_json":"https://pith.science/api/pith-number/C6QUK3R6TOUKMU3ZMWH2SFHLDF/events.json","paper":"https://pith.science/paper/C6QUK3R6"},"agent_actions":{"view_html":"https://pith.science/pith/C6QUK3R6TOUKMU3ZMWH2SFHLDF","download_json":"https://pith.science/pith/C6QUK3R6TOUKMU3ZMWH2SFHLDF.json","view_paper":"https://pith.science/paper/C6QUK3R6","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1404.2403&json=true","fetch_graph":"https://pith.science/api/pith-number/C6QUK3R6TOUKMU3ZMWH2SFHLDF/graph.json","fetch_events":"https://pith.science/api/pith-number/C6QUK3R6TOUKMU3ZMWH2SFHLDF/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/C6QUK3R6TOUKMU3ZMWH2SFHLDF/action/timestamp_anchor","attest_storage":"https://pith.science/pith/C6QUK3R6TOUKMU3ZMWH2SFHLDF/action/storage_attestation","attest_author":"https://pith.science/pith/C6QUK3R6TOUKMU3ZMWH2SFHLDF/action/author_attestation","sign_citation":"https://pith.science/pith/C6QUK3R6TOUKMU3ZMWH2SFHLDF/action/citation_signature","submit_replication":"https://pith.science/pith/C6QUK3R6TOUKMU3ZMWH2SFHLDF/action/replication_record"}},"created_at":"2026-05-18T02:48:46.112670+00:00","updated_at":"2026-05-18T02:48:46.112670+00:00"}