Pith Number

pith:XVASN7SF

pith:2025:XVASN7SF3VE2EELIQKFIXIIMDR

not attested not anchored not stored refs pending

Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies

Hongyu Zhang, Muhammad Ali Babar, Yongzheng Xie

arxiv:2501.16364 v1 · 2025-01-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XVASN7SF3VE2EELIQKFIXIIMDR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T10:06:11.885915Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd4126fe45dd49a21168828a8ba10c1c609772e970b3994459f277ed6f3da3ac

Aliases

arxiv: 2501.16364 · arxiv_version: 2501.16364v1 · doi: 10.48550/arxiv.2501.16364 · pith_short_12: XVASN7SF3VE2 · pith_short_16: XVASN7SF3VE2EELI · pith_short_8: XVASN7SF

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/XVASN7SF3VE2EELIQKFIXIIMDR \
  | 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: bd4126fe45dd49a21168828a8ba10c1c609772e970b3994459f277ed6f3da3ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "491f4a0e652b186ca944f65445aec4bcdf771dc1883d03e59da177f35258b151",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-22T05:53:12Z",
    "title_canon_sha256": "9ef9d03c918a2d1600b0590fb501e1fa135eb7c677f1a463b8e1c76139d42963"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16364",
    "kind": "arxiv",
    "version": 1
  }
}