{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2014:3C6XPJ2HQRDJICJHU3JLSYRQ4Q","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"27f8a37b1a85bc6d0ea5eb0af519be6f8bd415f7aa11cc7c6d03923d447c5e3b","cross_cats_sorted":["cs.NE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CE","submitted_at":"2014-02-25T23:02:08Z","title_canon_sha256":"b4175bbda5fb60cded99d1a9f581fc7e57ed96b70c0f4747e4841f855e65a4fd"},"schema_version":"1.0","source":{"id":"1402.6366","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1402.6366","created_at":"2026-05-18T02:57:43Z"},{"alias_kind":"arxiv_version","alias_value":"1402.6366v1","created_at":"2026-05-18T02:57:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1402.6366","created_at":"2026-05-18T02:57:43Z"},{"alias_kind":"pith_short_12","alias_value":"3C6XPJ2HQRDJ","created_at":"2026-05-18T12:28:11Z"},{"alias_kind":"pith_short_16","alias_value":"3C6XPJ2HQRDJICJH","created_at":"2026-05-18T12:28:11Z"},{"alias_kind":"pith_short_8","alias_value":"3C6XPJ2H","created_at":"2026-05-18T12:28:11Z"}],"graph_snapshots":[{"event_id":"sha256:ea1ebc218d1b16dbf24d99a6b2cdfc60c0c32826b80e4100657938bc0ea3b83c","target":"graph","created_at":"2026-05-18T02:57:43Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"In this paper, Artificial Bee Colony (ABC) algorithm which inspired from the behavior of honey bees swarm is presented. ABC is a stochastic population-based evolutionary algorithm for problem solving. ABC algorithm, which is considered one of the most recently swarm intelligent techniques, is proposed to optimize least square support vector machine (LSSVM) to predict the daily stock prices. The proposed model is based on the study of stocks historical data, technical indicators and optimizing LSSVM with ABC algorithm. ABC selects best free parameters combination for LSSVM to avoid over-fitting","authors_text":"Mustafa Abdul Salam, Omar S. Soliman, Osman Hegazy","cross_cats":["cs.NE"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CE","submitted_at":"2014-02-25T23:02:08Z","title":"LSSVM-ABC Algorithm for Stock Price prediction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1402.6366","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:30d45bc075bd0079e7940012d1400bddac471895653e3e5681e219f57eb05046","target":"record","created_at":"2026-05-18T02:57:43Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"27f8a37b1a85bc6d0ea5eb0af519be6f8bd415f7aa11cc7c6d03923d447c5e3b","cross_cats_sorted":["cs.NE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CE","submitted_at":"2014-02-25T23:02:08Z","title_canon_sha256":"b4175bbda5fb60cded99d1a9f581fc7e57ed96b70c0f4747e4841f855e65a4fd"},"schema_version":"1.0","source":{"id":"1402.6366","kind":"arxiv","version":1}},"canonical_sha256":"d8bd77a7478446940927a6d2b96230e405a20060c815e078e14143ce55421ca4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d8bd77a7478446940927a6d2b96230e405a20060c815e078e14143ce55421ca4","first_computed_at":"2026-05-18T02:57:43.115400Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:57:43.115400Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"1ps3Z+1VkmnTJAzN17lxzu02KIDeoiarOVDuhnJeVnAAo10EzqZGOtW7NC2mlUXBNjAWpnY0ujy5KlU6oy4+Dg==","signature_status":"signed_v1","signed_at":"2026-05-18T02:57:43.115908Z","signed_message":"canonical_sha256_bytes"},"source_id":"1402.6366","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:30d45bc075bd0079e7940012d1400bddac471895653e3e5681e219f57eb05046","sha256:ea1ebc218d1b16dbf24d99a6b2cdfc60c0c32826b80e4100657938bc0ea3b83c"],"state_sha256":"47a7fef553a6694715db073274f4d872759269db4e05e94b2a2a4d2ac5deaf10"}