Pith Number

pith:G24YWQ35

pith:2019:G24YWQ35XOKROKK4RURQ3W3TPR

not attested not anchored not stored refs pending

Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning

Roy Keyes, Tailai Wen

arxiv:1905.13628 v1 · 2019-05-31 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G24YWQ35XOKROKK4RURQ3W3TPR}

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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

Text Reinforcement for Multimodal Time Series Forecasting

Receipt and verification

First computed	2026-05-17T23:44:34.387771Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36b98b437dbb9517295c8d230ddb737c7e20aeff1f2d5a59919aa038172f71e4

Aliases

arxiv: 1905.13628 · arxiv_version: 1905.13628v1 · doi: 10.48550/arxiv.1905.13628 · pith_short_12: G24YWQ35XOKR · pith_short_16: G24YWQ35XOKROKK4 · pith_short_8: G24YWQ35

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/G24YWQ35XOKROKK4RURQ3W3TPR \
  | 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: 36b98b437dbb9517295c8d230ddb737c7e20aeff1f2d5a59919aa038172f71e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d774908c362a6c8046f0291bf7d276bbe001586d65b7b8f31f52c97ccd421ade",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-31T14:12:13Z",
    "title_canon_sha256": "6a8a26da84a24886470263e494776f4fa627f1d556c70ea417bb2854fad4ffce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.13628",
    "kind": "arxiv",
    "version": 1
  }
}