Pith Number

pith:SSKPWTLX

pith:2019:SSKPWTLXV4FJIDF7744ZSTGWYV

not attested not anchored not stored refs pending

MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks

Baihong Jin, Dacheng Chen, Dan Li, Jonathan Goh, Lei Shi, See-kiong Ng

arxiv:1901.04997 v1 · 2019-01-15 · 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{SSKPWTLXV4FJIDF7744ZSTGWYV}

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	2026-05-17T23:56:12.251869Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9494fb4d77af0a940cbfff39994cd6c55be67fdc374aac2f64467d90d8f71b08

Aliases

arxiv: 1901.04997 · arxiv_version: 1901.04997v1 · doi: 10.48550/arxiv.1901.04997 · pith_short_12: SSKPWTLXV4FJ · pith_short_16: SSKPWTLXV4FJIDF7 · pith_short_8: SSKPWTLX

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/SSKPWTLXV4FJIDF7744ZSTGWYV \
  | 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: 9494fb4d77af0a940cbfff39994cd6c55be67fdc374aac2f64467d90d8f71b08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1899dd4a0434ae6edfd12bde0de124298af3ef739b2fce907c27951bbf858f1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-15T08:24:45Z",
    "title_canon_sha256": "9612b5b113fbbcf43ba7e60ec3492d389d7e8d2b3f1d327e1d544c4f10ac81f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.04997",
    "kind": "arxiv",
    "version": 1
  }
}