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Pith Number

pith:SKOHJFSU

pith:2023:SKOHJFSUNLCP5X7JEVPW46H4DR
not attested not anchored not stored refs pending

Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey

Haibao Liu, Lingbo Li, Zijun Gao

arxiv:2310.10060 v7 · 2023-10-16 · cs.LG

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\usepackage{pith}
\pithnumber{SKOHJFSUNLCP5X7JEVPW46H4DR}

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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

Receipt and verification
First computed 2026-07-05T11:28:57.168722Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

929c7496546ac4fedfe9255f6e78fc1c7e7cae13658658ebf023c531d7b73e80

Aliases

arxiv: 2310.10060 · arxiv_version: 2310.10060v7 · doi: 10.48550/arxiv.2310.10060 · pith_short_12: SKOHJFSUNLCP · pith_short_16: SKOHJFSUNLCP5X7J · pith_short_8: SKOHJFSU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SKOHJFSUNLCP5X7JEVPW46H4DR \
  | 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: 929c7496546ac4fedfe9255f6e78fc1c7e7cae13658658ebf023c531d7b73e80
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "049213b799afdf8478c83793372544f66d051114202cb74a7414fcd7123679f4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-16T04:49:51Z",
    "title_canon_sha256": "323b626bebb2025aa31281cc38ada8cc0fdf272c1450a92e166b3968cdc2bfc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10060",
    "kind": "arxiv",
    "version": 7
  }
}