Pith Number

pith:MIB2FYO3

pith:2022:MIB2FYO34HZJZI2P52DBWTOISE

not attested not anchored not stored refs pending

ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions

Cezar Ionescu, George H. Chen, Nicola Botta, Xiyang Hu, Yue Zhao, Zheng Li

arxiv:2201.00382 v3 · 2022-01-02 · cs.LG · cs.DB · stat.AP · 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{MIB2FYO34HZJZI2P52DBWTOISE}

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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

3 papers in Pith

Toward Deployable Satellite Anomaly Detection: A Benchmark Study on Large-Scale ESA-ADB Telemetry

Kurtosis-Guided Denoising Score Matching for Tabular Anomaly Detection

uLEAD-TabPFN: Uncertainty-aware Dependency-based Anomaly Detection with TabPFN

Receipt and verification

First computed	2026-07-05T04:51:21.141687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6203a2e1dbe1f29ca34fee861b4dc89118d1f0b9e39924ca983b193d8fe49111

Aliases

arxiv: 2201.00382 · arxiv_version: 2201.00382v3 · doi: 10.48550/arxiv.2201.00382 · pith_short_12: MIB2FYO34HZJ · pith_short_16: MIB2FYO34HZJZI2P · pith_short_8: MIB2FYO3

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/MIB2FYO34HZJZI2P52DBWTOISE \
  | 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: 6203a2e1dbe1f29ca34fee861b4dc89118d1f0b9e39924ca983b193d8fe49111

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6913f40d0405b80b797bca8da0d6292834fa533cba5d44c283accec4fdcfd608",
    "cross_cats_sorted": [
      "cs.DB",
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-02T17:28:35Z",
    "title_canon_sha256": "878bbd44627d08e3b0a901d5732228f83d3e927a56303dc436489a4dcc5517ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.00382",
    "kind": "arxiv",
    "version": 3
  }
}