Pith Number

pith:KY3CORH6

pith:2024:KY3CORH6ULQ4VVVFOZL5H4G5ZM

not attested not anchored not stored refs pending

Collaborative Optimization in Financial Data Mining Through Deep Learning and ResNeXt

Pengbin Feng, Xiaojun Guo, Yankaiqi Li, Yijiashun Qi, Zhenghao Lin

arxiv:2412.17314 v1 · 2024-12-23 · cs.LG · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KY3CORH6ULQ4VVVFOZL5H4G5ZM}

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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.

Cited by

1 paper in Pith

A Structured Reasoning Framework for Unbalanced Data Classification Using Probabilistic Models

Receipt and verification

First computed	2026-07-05T09:53:20.720676Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56362744fea2e1cad6a57657d3f0ddcb394bbce327abc09c0dd38ebc037050a4

Aliases

arxiv: 2412.17314 · arxiv_version: 2412.17314v1 · doi: 10.48550/arxiv.2412.17314 · pith_short_12: KY3CORH6ULQ4 · pith_short_16: KY3CORH6ULQ4VVVF · pith_short_8: KY3CORH6

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/KY3CORH6ULQ4VVVFOZL5H4G5ZM \
  | 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: 56362744fea2e1cad6a57657d3f0ddcb394bbce327abc09c0dd38ebc037050a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aba142a29ba38951ee37a400a8e6c727c1c44eb9716ef9598db53f84fe96b79b",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-23T06:14:15Z",
    "title_canon_sha256": "b1b8a27556aa2fb3c268baa76d5ad9e800ac35649873ced07977e4a773201f60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17314",
    "kind": "arxiv",
    "version": 1
  }
}