Pith Number

pith:ZUIS7HAL

pith:2024:ZUIS7HALDJFEX4ZFCLLWHQWYBW

not attested not anchored not stored refs pending

Longitudinal Ensemble Integration for sequential classification with multimodal data

Aviad Susman, Bino Varghese, Gaurav Pandey, Mohammad Olaimat, Nasim Sheikh-Bahaei, Rupak Krishnamurthy, Serdar Bozdag, Yan Chak Li

arxiv:2411.05983 v2 · 2024-11-08 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZUIS7HALDJFEX4ZFCLLWHQWYBW}

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	2026-07-05T11:33:17.259964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd112f9c0b1a4a4bf32512d763c2d80d809cabe364b5be74400e555a6ef5f28f

Aliases

arxiv: 2411.05983 · arxiv_version: 2411.05983v2 · doi: 10.48550/arxiv.2411.05983 · pith_short_12: ZUIS7HALDJFE · pith_short_16: ZUIS7HALDJFEX4ZF · pith_short_8: ZUIS7HAL

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/ZUIS7HALDJFEX4ZFCLLWHQWYBW \
  | 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: cd112f9c0b1a4a4bf32512d763c2d80d809cabe364b5be74400e555a6ef5f28f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4d0320ed2ddf10160ff1bf643f2483033218889ce4811cdf358f8380b840c4d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-08T21:31:48Z",
    "title_canon_sha256": "06874ebe2721c8dbe3e4624411b02dc6457b06d153adfb832d0af33ee034e64c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05983",
    "kind": "arxiv",
    "version": 2
  }
}