Pith Number

pith:DOL5RKTZ

pith:2019:DOL5RKTZQ4A27KXVTJERPYIAJT

not attested not anchored not stored refs pending

An Adaptive Approach for Anomaly Detector Selection and Fine-Tuning in Time Series

Hang Xiang, Huaqiang Fang, Hui Ye, Qingfeng Pan, Tongzhen Shao, Xiaopeng Ma

arxiv:1907.07843 v1 · 2019-07-18 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DOL5RKTZQ4A27KXVTJERPYIAJT}

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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.

Receipt and verification

First computed	2026-05-17T23:40:16.025412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b97d8aa798701afaaf59a4917e1004cdb12b0fea9360c3334ef26c683b75ebf

Aliases

arxiv: 1907.07843 · arxiv_version: 1907.07843v1 · doi: 10.48550/arxiv.1907.07843 · pith_short_12: DOL5RKTZQ4A2 · pith_short_16: DOL5RKTZQ4A27KXV · pith_short_8: DOL5RKTZ

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/DOL5RKTZQ4A27KXVTJERPYIAJT \
  | 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: 1b97d8aa798701afaaf59a4917e1004cdb12b0fea9360c3334ef26c683b75ebf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62b9581fc9e07639028b65114e02594717014c27780602871eb4521923aa97b3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-07-18T02:19:20Z",
    "title_canon_sha256": "8ddf758634d7c074f9fa7d89d26877ed4ba2079488bb2c8f6fe39d99d4ef30bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.07843",
    "kind": "arxiv",
    "version": 1
  }
}