Pith Number

pith:KOAN7ZCA

pith:2025:KOAN7ZCATZ3E2QGMP6Z3YBA2RC

not attested not anchored not stored refs pending

Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory Study

Ashis Kumar Mandal, Banani Roy, Chanchal K. Roy, Kevin A. Schneider, Md Nadim, Mohammad Hassan

arxiv:2501.04690 v1 · 2025-01-08 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KOAN7ZCATZ3E2QGMP6Z3YBA2RC}

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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

Quantum-Based Software Engineering

Receipt and verification

First computed	2026-07-05T10:22:11.896579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5380dfe4409e764d40cc7fb3bc041a88bb47a55ee5c54a3538025aba10bd12a8

Aliases

arxiv: 2501.04690 · arxiv_version: 2501.04690v1 · doi: 10.48550/arxiv.2501.04690 · pith_short_12: KOAN7ZCATZ3E · pith_short_16: KOAN7ZCATZ3E2QGM · pith_short_8: KOAN7ZCA

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/KOAN7ZCATZ3E2QGMP6Z3YBA2RC \
  | 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: 5380dfe4409e764d40cc7fb3bc041a88bb47a55ee5c54a3538025aba10bd12a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d053a75e97bb753dadce6151238216c3cf9ea190109c6a5a1051085ee71cd0ec",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-08T18:53:50Z",
    "title_canon_sha256": "2be06a7bbddc5cd262ea89931428b7c6a09252051005ea07b7d0afaad4fc7ccc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04690",
    "kind": "arxiv",
    "version": 1
  }
}