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Pith Number

pith:YJOU425Q

pith:2015:YJOU425QMUEGYA7O3VJWEEKDFW
not attested not anchored not stored refs pending

Use of Ensembles of Fourier Spectra in Capturing Recurrent Concepts in Data Streams

Albert Bifet, Bernhard Pfahringer, Russel Pears, Sripirakas Sakthithasan

arxiv:1504.06366 v1 · 2015-04-23 · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{YJOU425QMUEGYA7O3VJWEEKDFW}

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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 2026-05-18T02:17:53.847996Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c25d4e6bb065086c03eedd536211432da4157d6cdbaaa6faf28849e535c3ec3f

Aliases

arxiv: 1504.06366 · arxiv_version: 1504.06366v1 · doi: 10.48550/arxiv.1504.06366 · pith_short_12: YJOU425QMUEG · pith_short_16: YJOU425QMUEGYA7O · pith_short_8: YJOU425Q
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YJOU425QMUEGYA7O3VJWEEKDFW \
  | 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: c25d4e6bb065086c03eedd536211432da4157d6cdbaaa6faf28849e535c3ec3f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "32558ef8468ec9546b6f07391dc12c6898c806dd8aae2870899b4f6d9fe63f82",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2015-04-23T23:34:39Z",
    "title_canon_sha256": "0d2ad0778ac8a548a83cff2c9e11a2ae0a14556296d6b545567b970c48e58a3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1504.06366",
    "kind": "arxiv",
    "version": 1
  }
}