Pith. sign in
Pith Number

pith:DMXHDTUE

pith:2022:DMXHDTUE6JJN6QJPYDFBH66SIC
not attested not anchored not stored refs pending

Tab2vox: CNN-Based Multivariate Multilevel Demand Forecasting Framework by Tabular-To-Voxel Image Conversion

Euna Lee, Hongchul Lee, Myungwoo Nam

arxiv:2209.10516 v1 · 2022-09-21 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DMXHDTUE6JJN6QJPYDFBH66SIC}

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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 2026-07-05T04:59:55.202030Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1b2e71ce84f252df412fc0ca13fbd240af3c6ec1dd019e2dc288a99d0f5f3334

Aliases

arxiv: 2209.10516 · arxiv_version: 2209.10516v1 · doi: 10.48550/arxiv.2209.10516 · pith_short_12: DMXHDTUE6JJN · pith_short_16: DMXHDTUE6JJN6QJP · pith_short_8: DMXHDTUE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DMXHDTUE6JJN6QJPYDFBH66SIC \
  | 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: 1b2e71ce84f252df412fc0ca13fbd240af3c6ec1dd019e2dc288a99d0f5f3334
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5b51eaaaa9dc0d2de209e8bdcaba99a6f1612a9e1a83248b4ae1cf14117894ad",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-09-21T17:29:59Z",
    "title_canon_sha256": "21c1f5de55eb84c13d9f41085401dce430d041f64135c2c545867907ba06cfcf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.10516",
    "kind": "arxiv",
    "version": 1
  }
}