Pith Number

pith:DXAKHAPS

pith:2024:DXAKHAPSSXE537BPWFDDLGO6WL

not attested not anchored not stored refs pending

MTAD: Tools and Benchmarks for Multivariate Time Series Anomaly Detection

Jinyang Liu, Michael R. Lyu, Wenwei Gu, Yichen Li, Yuxin Su, Zhuangbin Chen

arxiv:2401.06175 v1 · 2024-01-10 · cs.SE · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{DXAKHAPSSXE537BPWFDDLGO6WL}

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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

TAB: Unified Benchmarking of Time Series Anomaly Detection Methods

Receipt and verification

First computed	2026-07-05T07:32:46.724488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dc0a381f295c9ddfc2fb1463599deb2d84f8a58a90c7ebf6e9db35c6b70f54c

Aliases

arxiv: 2401.06175 · arxiv_version: 2401.06175v1 · doi: 10.48550/arxiv.2401.06175 · pith_short_12: DXAKHAPSSXE5 · pith_short_16: DXAKHAPSSXE537BP · pith_short_8: DXAKHAPS

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/DXAKHAPSSXE537BPWFDDLGO6WL \
  | 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: 1dc0a381f295c9ddfc2fb1463599deb2d84f8a58a90c7ebf6e9db35c6b70f54c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b934bcf29a80ec37d55b73736a717c02205a43f440a7d8baea42b6908df28ca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-01-10T06:50:25Z",
    "title_canon_sha256": "e06c838400c4a23927ec0b5e5e1d7d085b24ac7ffef48a0b00b4a298861d2658"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06175",
    "kind": "arxiv",
    "version": 1
  }
}