Pith Number

pith:AR5EM65C

pith:2019:AR5EM65C6YEH6MUL3FJSVVH57S

not attested not anchored not stored refs pending

The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy

Guoliang Feng, Jianhua Yang, Wei Lu, Witold Pedrycz, XiaoDong Liu

arxiv:1908.08339 v1 · 2019-08-22 · 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{AR5EM65C6YEH6MUL3FJSVVH57S}

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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.

Receipt and verification

First computed	2026-07-04T23:59:11.964761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

047a467ba2f6087f328bd9532ad4fdfca5981d10366f70c2a31e104a9253917c

Aliases

arxiv: 1908.08339 · arxiv_version: 1908.08339v1 · doi: 10.48550/arxiv.1908.08339 · pith_short_12: AR5EM65C6YEH · pith_short_16: AR5EM65C6YEH6MUL · pith_short_8: AR5EM65C

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/AR5EM65C6YEH6MUL3FJSVVH57S \
  | 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: 047a467ba2f6087f328bd9532ad4fdfca5981d10366f70c2a31e104a9253917c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1122924dde44dfe4b4f118f1ace4314dbf7458a865e7b05baa9d220077a52595",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-22T12:39:37Z",
    "title_canon_sha256": "5ec0a2fc5ebf19f7464a0c40d6ae1b3dfb1ce3ec7aeaa7d125723e0ba3d6c708"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.08339",
    "kind": "arxiv",
    "version": 1
  }
}