Pith Number

pith:D2EWWJMS

pith:2020:D2EWWJMSWAH32VDYE64M3WZOQW

not attested not anchored not stored refs pending

Accelerated learning algorithms of general fuzzy min-max neural network using a novel hyperbox selection rule

Bogdan Gabrys, Thanh Tung Khuat

arxiv:2003.11333 v2 · 2020-03-25 · 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{D2EWWJMSWAH32VDYE64M3WZOQW}

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	2026-07-05T01:03:43.709914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e896b2592b00fbd547827b8cddb2e85be5c33d6a2e8b1ebf025d449990a059e

Aliases

arxiv: 2003.11333 · arxiv_version: 2003.11333v2 · doi: 10.48550/arxiv.2003.11333 · pith_short_12: D2EWWJMSWAH3 · pith_short_16: D2EWWJMSWAH32VDY · pith_short_8: D2EWWJMS

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/D2EWWJMSWAH32VDYE64M3WZOQW \
  | 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: 1e896b2592b00fbd547827b8cddb2e85be5c33d6a2e8b1ebf025d449990a059e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d06175a6e240c5d4d1387a9b9119507ab15bbd1aaec39a21f6af1bdb27d6ac3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-25T11:26:18Z",
    "title_canon_sha256": "3818af1e6c86803cbc5021adfc015f93d095a50082163e86100c2aec6c42eaae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.11333",
    "kind": "arxiv",
    "version": 2
  }
}