Pith Number

pith:OCZ4KBIX

pith:2023:OCZ4KBIXUT2MLP4FOZD4GB3IHI

not attested not anchored not stored refs pending

AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Eunseok Yang, Imseong Park, Jung Hyun Ryu, Myungjoo Kang, Yungi Jeong

arxiv:2305.04468 v1 · 2023-05-08 · 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{OCZ4KBIXUT2MLP4FOZD4GB3IHI}

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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

CAPMix: Robust KPI Anomaly Detection for AIOps in Noisy and Dynamic Environments

Receipt and verification

First computed	2026-07-05T06:07:50.276707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70b3c50517a4f4c5bf857647c307683a263863ebd12dc42aab6f3f910138f704

Aliases

arxiv: 2305.04468 · arxiv_version: 2305.04468v1 · doi: 10.48550/arxiv.2305.04468 · pith_short_12: OCZ4KBIXUT2M · pith_short_16: OCZ4KBIXUT2MLP4F · pith_short_8: OCZ4KBIX

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/OCZ4KBIXUT2MLP4FOZD4GB3IHI \
  | 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: 70b3c50517a4f4c5bf857647c307683a263863ebd12dc42aab6f3f910138f704

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c426e6de428be2fddff3bd36da522ef414d6739cfbf0ce31ae551f03fff39f1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-08T05:42:24Z",
    "title_canon_sha256": "e65bcc20f94ee351c53ad33e8adbb88489eb6fea6d603cdd28f4ff64bb52b78a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04468",
    "kind": "arxiv",
    "version": 1
  }
}