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Pith Number

pith:YG2OQWK6

pith:2023:YG2OQWK667SVBBUT656IN4CQSW
not attested not anchored not stored refs pending

Entropy Causal Graphs for Multivariate Time Series Anomaly Detection

Chandra Thapa, Falih Gozi Febrinanto, Feng Xia, Jiangang Ma, Kristen Moore, Mujie Liu, Vidya Saikrishna

arxiv:2312.09478 v2 · 2023-12-15 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{YG2OQWK667SVBBUT656IN4CQSW}

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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

Receipt and verification
First computed 2026-07-05T11:50:25.334616Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c1b4e8595ef7e5508693f77c86f05095893d19e5407eb4092f765eb1ec7c8742

Aliases

arxiv: 2312.09478 · arxiv_version: 2312.09478v2 · doi: 10.48550/arxiv.2312.09478 · pith_short_12: YG2OQWK667SV · pith_short_16: YG2OQWK667SVBBUT · pith_short_8: YG2OQWK6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YG2OQWK667SVBBUT656IN4CQSW \
  | 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: c1b4e8595ef7e5508693f77c86f05095893d19e5407eb4092f765eb1ec7c8742
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "24ad26251e316875cc496c290d43d1c886b3e216df404994ed1a782e6d2aaa76",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-15T01:35:00Z",
    "title_canon_sha256": "9a7a94dda59f4dc8f32b63409b1ac7de254b8db5735ddc85eb0d7fdb3892b03a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.09478",
    "kind": "arxiv",
    "version": 2
  }
}