Pith Number

pith:XUH5TKO7

pith:2018:XUH5TKO7SUR2Z6MVMQIGPC4LOZ

not attested not anchored not stored refs pending

A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

Bo Zong, Chuxu Zhang, Cristian Lumezanu, Dongjin Song, Haifeng Chen, Jingchao Ni, Nitesh V. Chawla, Wei Cheng, Xinyang Feng, Yuncong Chen

arxiv:1811.08055 v1 · 2018-11-20 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XUH5TKO7SUR2Z6MVMQIGPC4LOZ}

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	2026-05-18T00:00:16.992484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd0fd9a9df9523acf9956410678b8b765f963fb9202397a3af2c458dd657dd57

Aliases

arxiv: 1811.08055 · arxiv_version: 1811.08055v1 · doi: 10.48550/arxiv.1811.08055 · pith_short_12: XUH5TKO7SUR2 · pith_short_16: XUH5TKO7SUR2Z6MV · pith_short_8: XUH5TKO7

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/XUH5TKO7SUR2Z6MVMQIGPC4LOZ \
  | 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: bd0fd9a9df9523acf9956410678b8b765f963fb9202397a3af2c458dd657dd57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8733365f2b0f5326e5002ce1fe43b9c0a0fef88337cf90b61d42beec605d03df",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-20T03:36:45Z",
    "title_canon_sha256": "db4a9bf3bfd866fbdba4b8edd3f749aab749ab124ef0f454d6a341ecb3d2ed66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.08055",
    "kind": "arxiv",
    "version": 1
  }
}