Pith Number

pith:ULCHWH7W

pith:2015:ULCHWH7WAXZYOWV243MVAL76WD

not attested not anchored not stored refs pending

A Meta-Analysis of the Anomaly Detection Problem

Alan Fern, Andrew Emmott, Shubhomoy Das, Thomas Dietterich, Weng-Keen Wong

arxiv:1503.01158 v2 · 2015-03-03 · cs.AI · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ULCHWH7WAXZYOWV243MVAL76WD}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection

MacrOData: New Benchmarks of Thousands of Datasets for Tabular Outlier Detection

Receipt and verification

First computed	2026-05-18T01:07:54.187204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2c47b1ff605f3875abae6d9502ffeb0c3ca4b7a0dd0f340b09369e6a2e2f61e

Aliases

arxiv: 1503.01158 · arxiv_version: 1503.01158v2 · doi: 10.48550/arxiv.1503.01158 · pith_short_12: ULCHWH7WAXZY · pith_short_16: ULCHWH7WAXZYOWV2 · pith_short_8: ULCHWH7W

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ULCHWH7WAXZYOWV243MVAL76WD \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a2c47b1ff605f3875abae6d9502ffeb0c3ca4b7a0dd0f340b09369e6a2e2f61e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ca308bfb03ad9be4cf59fb7325478b7622d39ed9089ecb7c53c0327fdaa33ad",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2015-03-03T23:07:37Z",
    "title_canon_sha256": "ba656acf26bebae9248743655c0f27979c327bd47a577305cdf2feeda21fdfdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1503.01158",
    "kind": "arxiv",
    "version": 2
  }
}