Pith Number

pith:GT63NPCM

pith:2021:GT63NPCMDXMJ3X3YGZ3GSND7J5

not attested not anchored not stored refs pending

Ensemble neuroevolution based approach for multivariate time series anomaly detection

Dominik \.Zurek, Kamil Faber, Kamil Pi\k{e}tak, Marcin Pietro\'n

arxiv:2108.03585 v1 · 2021-08-08 · 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{GT63NPCMDXMJ3X3YGZ3GSND7J5}

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	2026-07-05T03:34:31.682640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34fdb6bc4c1dd89ddf78367669347f4f5d96e5d80abfaab2930a5a85afc68d60

Aliases

arxiv: 2108.03585 · arxiv_version: 2108.03585v1 · doi: 10.48550/arxiv.2108.03585 · pith_short_12: GT63NPCMDXMJ · pith_short_16: GT63NPCMDXMJ3X3Y · pith_short_8: GT63NPCM

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/GT63NPCMDXMJ3X3YGZ3GSND7J5 \
  | 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: 34fdb6bc4c1dd89ddf78367669347f4f5d96e5d80abfaab2930a5a85afc68d60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0fd855d165e7fc33bc4d6181fce03f3fcea154ee40cbc73a89738eb328c2f8e0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-08T07:55:07Z",
    "title_canon_sha256": "6c76371279db41ad80921d5af3e71a1320fd0801d0f32ab02c462a9fbf392e44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.03585",
    "kind": "arxiv",
    "version": 1
  }
}