Pith Number

pith:SLASUXXJ

pith:2012:SLASUXXJAQDX2OATJGBUYBRLYL

not attested not anchored not stored refs pending

Common Mistakes when Applying Computational Intelligence and Machine Learning to Stock Market modelling

E. Hurwitz, T. Marwala

arxiv:1208.4429 v1 · 2012-08-22 · stat.AP · cs.CY · q-fin.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SLASUXXJAQDX2OATJGBUYBRLYL}

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	2026-05-18T03:48:14.269814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92c12a5ee904077d381349834c062bc2d0a18feb2453890b68bbbb975835e420

Aliases

arxiv: 1208.4429 · arxiv_version: 1208.4429v1 · doi: 10.48550/arxiv.1208.4429 · pith_short_12: SLASUXXJAQDX · pith_short_16: SLASUXXJAQDX2OAT · pith_short_8: SLASUXXJ

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/SLASUXXJAQDX2OATJGBUYBRLYL \
  | 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: 92c12a5ee904077d381349834c062bc2d0a18feb2453890b68bbbb975835e420

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2c65567953082e9fe5e4dc0be8089a533e84f43ca87f55e7a5f48fde97542ce",
    "cross_cats_sorted": [
      "cs.CY",
      "q-fin.GN"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2012-08-22T06:20:00Z",
    "title_canon_sha256": "098275b2af0c08a9d39ed88c87dd8bd161da55ca4c6f29f04145203349372b2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1208.4429",
    "kind": "arxiv",
    "version": 1
  }
}