Pith Number

pith:ZVB4FU4L

pith:2015:ZVB4FU4LICPK2Y4NXN27JE67KH

not attested not anchored not stored refs pending

Outlier Detection In Large-scale Traffic Data By Na\"ive Bayes Method and Gaussian Mixture Model Method

Anthony G.O. Yeh, Henry Y.T. Ngan, Lili Wang, Nelson H.C. Yung, Philip Lam

arxiv:1512.08413 v1 · 2015-12-28 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZVB4FU4LICPK2Y4NXN27JE67KH}

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	2026-05-18T01:23:42.367335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd43c2d38b409ead638dbb75f493df51c497dd2f70d98e2aadb4f9cab0b55264

Aliases

arxiv: 1512.08413 · arxiv_version: 1512.08413v1 · doi: 10.48550/arxiv.1512.08413 · pith_short_12: ZVB4FU4LICPK · pith_short_16: ZVB4FU4LICPK2Y4N · pith_short_8: ZVB4FU4L

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/ZVB4FU4LICPK2Y4NXN27JE67KH \
  | 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: cd43c2d38b409ead638dbb75f493df51c497dd2f70d98e2aadb4f9cab0b55264

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "090c4f1ec42e710716d0afa6835bde3d9689e31091aad87149288047f1e5df7c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2015-12-28T13:59:16Z",
    "title_canon_sha256": "4b0215a97b81f95040cde401443be86ce38135dee398895250ed5b566ea116ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.08413",
    "kind": "arxiv",
    "version": 1
  }
}