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Pith
Pith Number

pith:7DFYYYJI

pith:2024:7DFYYYJIOXOX2JZ565TTOO5SBO
not attested not anchored not stored refs pending

TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification

Constantinos L. Zekios, Navid Asadizanjani, Nelly Elsayed, Zag ElSayed

arxiv:2401.06970 v1 · 2024-01-13 · cs.LG · cs.HC · eess.SP

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\usepackage{pith}
\pithnumber{7DFYYYJIOXOX2JZ565TTOO5SBO}

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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 2026-07-05T07:33:28.895484Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f8cb8c612875dd7d273df767373bb20b8e11d606f8509dc089065135ad3124b9

Aliases

arxiv: 2401.06970 · arxiv_version: 2401.06970v1 · doi: 10.48550/arxiv.2401.06970 · pith_short_12: 7DFYYYJIOXOX · pith_short_16: 7DFYYYJIOXOX2JZ5 · pith_short_8: 7DFYYYJI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7DFYYYJIOXOX2JZ565TTOO5SBO \
  | 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: f8cb8c612875dd7d273df767373bb20b8e11d606f8509dc089065135ad3124b9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3620419c445d2aff63fb97d0d7a7c967eb6df614f46b727479f43d29a7f59b57",
    "cross_cats_sorted": [
      "cs.HC",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-13T03:53:47Z",
    "title_canon_sha256": "fbefe49401ec0433f589d75f2e4f87f10ef12c93b1e1533fb875ed0c481424b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06970",
    "kind": "arxiv",
    "version": 1
  }
}