Pith Number

pith:GPQOWF2O

pith:2020:GPQOWF2OCFO267ODH2QYXAXXR3

not attested not anchored not stored refs pending

Electricity Theft Detection with self-attention

Gustavo Pinheiro, Gustavo Plensack, Israel Campiotti, Paulo Finardi, Rafael Derradi de Souza, Roberto Lotufo, Rodrigo Nogueira

arxiv:2002.06219 v1 · 2020-02-14 · cs.LG · eess.SP · 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{GPQOWF2OCFO267ODH2QYXAXXR3}

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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

Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation

Receipt and verification

First computed	2026-07-05T00:41:04.214004Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33e0eb174e115daf7dc33ea18b82f78ed2e436cc8d564f87c0403f27e8e2f370

Aliases

arxiv: 2002.06219 · arxiv_version: 2002.06219v1 · doi: 10.48550/arxiv.2002.06219 · pith_short_12: GPQOWF2OCFO2 · pith_short_16: GPQOWF2OCFO267OD · pith_short_8: GPQOWF2O

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/GPQOWF2OCFO267ODH2QYXAXXR3 \
  | 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: 33e0eb174e115daf7dc33ea18b82f78ed2e436cc8d564f87c0403f27e8e2f370

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3466a881826929dea211f714086a12d3c8834c78f57c9414600f40e140a8fc60",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-14T19:11:48Z",
    "title_canon_sha256": "b3216831d87721541304c84d64a77be99fc4488836582be42a8fcd840cf3a88b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.06219",
    "kind": "arxiv",
    "version": 1
  }
}