Pith Number

pith:LLAHQF3V

pith:2023:LLAHQF3VNDVFKUIFUPQAZ6QJCH

not attested not anchored not stored refs pending

METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection

Beng Chin Ooi, Fang Deng, Jiaqi Zhu, Shaofeng Cai, Wenqiao Zhang

arxiv:2312.16831 v1 · 2023-12-28 · 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{LLAHQF3VNDVFKUIFUPQAZ6QJCH}

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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

1 paper in Pith

TPA-AD: A Two-Stage Pseudo Anomaly-Guided Method for Bearing Time-Series Anomaly Detection

Receipt and verification

First computed	2026-07-05T08:08:00.838506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ac078177568ea555105a3e00cfa0911d2e481d66d02242439744259dd9aa3c5

Aliases

arxiv: 2312.16831 · arxiv_version: 2312.16831v1 · doi: 10.48550/arxiv.2312.16831 · pith_short_12: LLAHQF3VNDVF · pith_short_16: LLAHQF3VNDVFKUIF · pith_short_8: LLAHQF3V

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/LLAHQF3VNDVFKUIFUPQAZ6QJCH \
  | 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: 5ac078177568ea555105a3e00cfa0911d2e481d66d02242439744259dd9aa3c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f9a038847d4a24a803abd834e9ced406df0a0da0a93ee5113490e92e04f94fc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-28T05:09:31Z",
    "title_canon_sha256": "05476d2f48e2e745f5c08d44eb8f0b6638d8601813597401c4d3cf9e3ec34eb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16831",
    "kind": "arxiv",
    "version": 1
  }
}