Pith Number

pith:LTMK3ZBW

pith:2025:LTMK3ZBWFP25KKJ3CPIK2W3CCZ

not attested not anchored not stored refs pending

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels

Han Jia, Hao Cheng, Jing Xiong, Liyuan Zhang, Qingsong Wen, Ruixuan Song, Yang Liu, Yaxuan Wang, Zhaowei Zhu

arxiv:2501.11959 v1 · 2025-01-21 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LTMK3ZBWFP25KKJ3CPIK2W3CCZ}

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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

Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series

Receipt and verification

First computed	2026-07-05T10:03:16.681017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cd8ade4362bf5d5293b13d0ad5b621657fa70e1155909322641eb6073678c3d

Aliases

arxiv: 2501.11959 · arxiv_version: 2501.11959v1 · doi: 10.48550/arxiv.2501.11959 · pith_short_12: LTMK3ZBWFP25 · pith_short_16: LTMK3ZBWFP25KKJ3 · pith_short_8: LTMK3ZBW

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/LTMK3ZBWFP25KKJ3CPIK2W3CCZ \
  | 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: 5cd8ade4362bf5d5293b13d0ad5b621657fa70e1155909322641eb6073678c3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c950e11a35d35318ec79a251fabd35dcc140b9503b4ff05fb9c7be4905041dd2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-21T08:10:02Z",
    "title_canon_sha256": "9c07a8a242b88de465cf89caafb34d3c9048ebb346b2eadbc324ea13c3fb2e87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11959",
    "kind": "arxiv",
    "version": 1
  }
}