Pith Number

pith:4CD55BMF

pith:2020:4CD55BMF74VLCPQRLQ5ZEYY3J6

not attested not anchored not stored refs pending

RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks

Huan Xu, Jingkun Gao, Liang Sun, Pichao Wang, Qingsong Wen, Xiaomin Song

arxiv:2002.09545 v2 · 2020-02-21 · cs.LG · eess.SP · stat.AP · stat.ML

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\usepackage{pith}
\pithnumber{4CD55BMF74VLCPQRLQ5ZEYY3J6}

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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

2 papers in Pith

Cascade-KDE: Robust Time-Series Restoration under Out-of-Distribution Impulse Corruptions

Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback

Receipt and verification

First computed	2026-07-05T03:15:27.246663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e087de8585ff2ab13e115c3b92631b4f9e303ee7da52de3f1abd8bfb1df5a545

Aliases

arxiv: 2002.09545 · arxiv_version: 2002.09545v2 · doi: 10.48550/arxiv.2002.09545 · pith_short_12: 4CD55BMF74VL · pith_short_16: 4CD55BMF74VLCPQR · pith_short_8: 4CD55BMF

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/4CD55BMF74VLCPQRLQ5ZEYY3J6 \
  | 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: e087de8585ff2ab13e115c3b92631b4f9e303ee7da52de3f1abd8bfb1df5a545

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c15a24ea5310b6e24ec0be714a61a9e17f17d36ab07457daaa6f11d535b9a324",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-21T20:43:45Z",
    "title_canon_sha256": "efaa9231b022a5706213da5bb9389d36b8f511cd4c0e5310ea68184a1fd4a31d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.09545",
    "kind": "arxiv",
    "version": 2
  }
}