{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:DSQT6ISMBVTMEYO4SZPKKIFQSH","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":"b7b6a5fe294ebe8d713109f5482d5b228d4c1b4bf8eef9c5e756777ba7c4d2a0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-01-17T01:40:07Z","title_canon_sha256":"7a95bf1224ab20693c3b7a4f00f351c00fe003c73d61d5f75fb9094f886129ce"},"schema_version":"1.0","source":{"id":"1701.04508","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1701.04508","created_at":"2026-05-18T00:19:04Z"},{"alias_kind":"arxiv_version","alias_value":"1701.04508v2","created_at":"2026-05-18T00:19:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1701.04508","created_at":"2026-05-18T00:19:04Z"},{"alias_kind":"pith_short_12","alias_value":"DSQT6ISMBVTM","created_at":"2026-05-18T12:31:12Z"},{"alias_kind":"pith_short_16","alias_value":"DSQT6ISMBVTMEYO4","created_at":"2026-05-18T12:31:12Z"},{"alias_kind":"pith_short_8","alias_value":"DSQT6ISM","created_at":"2026-05-18T12:31:12Z"}],"graph_snapshots":[{"event_id":"sha256:0f7f91d66e9ece388fdf22f744054f91f230c367b7550781b7aef32ee44c440b","target":"graph","created_at":"2026-05-18T00:19:04Z","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":"This paper presents an online learning with regularized kernel based one-class extreme learning machine (ELM) classifier and is referred as online RK-OC-ELM. The baseline kernel hyperplane model considers whole data in a single chunk with regularized ELM approach for offline learning in case of one-class classification (OCC). Further, the basic hyper plane model is adapted in an online fashion from stream of training samples in this paper. Two frameworks viz., boundary and reconstruction are presented to detect the target class in online RKOC-ELM. Boundary framework based one-class classifier ","authors_text":"Aruna Tiwari, Chandan Gautam, Kapil Ahuja, Sundaram Suresh","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-01-17T01:40:07Z","title":"Online Learning with Regularized Kernel for One-class Classification"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1701.04508","kind":"arxiv","version":2},"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":"sha256:5e65ee2f20f9208cafc5e17a09bb2657dbdf98c357669f1da933ee9020d5517e","target":"record","created_at":"2026-05-18T00:19:04Z","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":"b7b6a5fe294ebe8d713109f5482d5b228d4c1b4bf8eef9c5e756777ba7c4d2a0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-01-17T01:40:07Z","title_canon_sha256":"7a95bf1224ab20693c3b7a4f00f351c00fe003c73d61d5f75fb9094f886129ce"},"schema_version":"1.0","source":{"id":"1701.04508","kind":"arxiv","version":2}},"canonical_sha256":"1ca13f224c0d66c261dc965ea520b091d6bb23589c089aba07c1bad51d13f43b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1ca13f224c0d66c261dc965ea520b091d6bb23589c089aba07c1bad51d13f43b","first_computed_at":"2026-05-18T00:19:04.321746Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:19:04.321746Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"t3MPRc9iN13Uau+jQklKA2y0TGh8+knLUArRoYXmWoC0HiylwDuS34xAzuSBJStnPwRCuZz9HPd2UaorHFBTDg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:19:04.322288Z","signed_message":"canonical_sha256_bytes"},"source_id":"1701.04508","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5e65ee2f20f9208cafc5e17a09bb2657dbdf98c357669f1da933ee9020d5517e","sha256:0f7f91d66e9ece388fdf22f744054f91f230c367b7550781b7aef32ee44c440b"],"state_sha256":"b223f0238bd3ad4dd094f9ca024e7028a556f83910bef18f322cb2577ea1fcc9"}