Pith Number

pith:SAKHRWN5

pith:2022:SAKHRWN5C72V46P6M7HMTUZAAB

not attested not anchored not stored refs pending

Data Augmentation techniques in time series domain: A survey and taxonomy

Alberto Mozo, \'Angel Gonz\'alez-Prieto, Edgar Talavera, Guillermo Iglesias, Sandra G\'omez-Canaval

arxiv:2206.13508 v4 · 2022-06-25 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{SAKHRWN5C72V46P6M7HMTUZAAB}

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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

Synthetic ECG Generation for Data Augmentation and Transfer Learning in Arrhythmia Classification

Receipt and verification

First computed	2026-07-05T07:45:44.362513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

901478d9bd17f55e79fe67cec9d320005267ca9ef5e95adf37267cf619b35348

Aliases

arxiv: 2206.13508 · arxiv_version: 2206.13508v4 · doi: 10.48550/arxiv.2206.13508 · pith_short_12: SAKHRWN5C72V · pith_short_16: SAKHRWN5C72V46P6 · pith_short_8: SAKHRWN5

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/SAKHRWN5C72V46P6M7HMTUZAAB \
  | 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: 901478d9bd17f55e79fe67cec9d320005267ca9ef5e95adf37267cf619b35348

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbe4045e66eb38575d98e146b33ec68c71425c7b66a38b80a9c65341a4cc215b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-25T17:09:00Z",
    "title_canon_sha256": "2e215fd7b1741d4542330872aa8c63df03dfe8af1b28e5d3a3d09e694741b571"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.13508",
    "kind": "arxiv",
    "version": 4
  }
}