Pith Number

pith:RWTKADTL

pith:2018:RWTKADTLK7U3TD7GGKWAQIQGP4

not attested not anchored not stored refs pending

An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL)

Donald E. Brown, Kamran Kowsari, Kiana Jafari Meimandi, Laura E. Barnes, Mojtaba Heidarysafa

arxiv:1808.08121 v1 · 2018-08-23 · cs.LG · cs.CV · cs.IR · cs.NE · 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{RWTKADTLK7U3TD7GGKWAQIQGP4}

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	2026-05-18T00:02:49.128295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8da6a00e6b57e9b98fe632ac0822067f1e77eb9ec84a523d9f02b34931a04094

Aliases

arxiv: 1808.08121 · arxiv_version: 1808.08121v1 · doi: 10.48550/arxiv.1808.08121 · pith_short_12: RWTKADTLK7U3 · pith_short_16: RWTKADTLK7U3TD7G · pith_short_8: RWTKADTL

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/RWTKADTLK7U3TD7GGKWAQIQGP4 \
  | 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: 8da6a00e6b57e9b98fe632ac0822067f1e77eb9ec84a523d9f02b34931a04094

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fdf526ece2b1dbac7b9cea995965a4cbd897f5608633b20af9f1cd2ef8e93597",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.IR",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-23T00:38:14Z",
    "title_canon_sha256": "de0401dec51f080c20c74da3dd8a5ac87a019ff315a43d97bf7e50edfb969e81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.08121",
    "kind": "arxiv",
    "version": 1
  }
}