Pith Number

pith:MCVHN7E3

pith:2024:MCVHN7E3Q2ELVW453RWN4Y3BR5

not attested not anchored not stored refs pending

Online Data Augmentation for Forecasting with Deep Learning

Carlos Soares, Luis Roque, Mois\'es Santos, Vitor Cerqueira, Yassine Baghoussi

arxiv:2404.16918 v2 · 2024-04-25 · 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{MCVHN7E3Q2ELVW453RWN4Y3BR5}

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	2026-07-05T09:56:35.511097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60aa76fc9b8688badb9ddc6cde63618f5ac7442b0c44aee8bfebd3a1dd98b9e7

Aliases

arxiv: 2404.16918 · arxiv_version: 2404.16918v2 · doi: 10.48550/arxiv.2404.16918 · pith_short_12: MCVHN7E3Q2EL · pith_short_16: MCVHN7E3Q2ELVW45 · pith_short_8: MCVHN7E3

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/MCVHN7E3Q2ELVW453RWN4Y3BR5 \
  | 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: 60aa76fc9b8688badb9ddc6cde63618f5ac7442b0c44aee8bfebd3a1dd98b9e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d2d998766826a1225bf69822a57d68c4ebfac54239309e3d51d111e04aab85a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-25T17:16:13Z",
    "title_canon_sha256": "63037d87d8f2a42ba31947f7c91886e1e8da5ac723eb7fb53771fde1bf5dc585"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16918",
    "kind": "arxiv",
    "version": 2
  }
}