Pith Number

pith:2SYIYGSZ

pith:2023:2SYIYGSZ6F2LE7UJDQGEKOBRY3

not attested not anchored not stored refs pending

Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method

Guoyin Wang, Hongzhi Kuai, Shuyin Xia, Xiaoyu Lian, Xinbo Gao

arxiv:2304.11171 v5 · 2023-04-21 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{2SYIYGSZ6F2LE7UJDQGEKOBRY3}

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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

6 papers in Pith

Minimum Description Length based Granular-Ball Tree Regularization for Spectral Clustering

MDL-GBG: A Non-parametric and Interpretable Granular-Ball Generation Method for Clustering

Efficient and Scalable Granular-ball Graph Coarsening Method for Large-scale Graph Node Classification

A Boundary-Aware Non-parametric Granular-Ball Classifier Based on Minimum Description Length

Receipt and verification

First computed	2026-06-30T02:18:03.115397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4b08c1a59f174b27e891c0c453831c6defd42aba80f34f65cc72f6eced10bef

Aliases

arxiv: 2304.11171 · arxiv_version: 2304.11171v5 · doi: 10.48550/arxiv.2304.11171 · pith_short_12: 2SYIYGSZ6F2L · pith_short_16: 2SYIYGSZ6F2LE7UJ · pith_short_8: 2SYIYGSZ

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/2SYIYGSZ6F2LE7UJDQGEKOBRY3 \
  | 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: d4b08c1a59f174b27e891c0c453831c6defd42aba80f34f65cc72f6eced10bef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a29d986afa0566e4fdc3bb6ff58b28774925194490ef8ece7502eb202c799181",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-21T03:26:29Z",
    "title_canon_sha256": "61fd01c7447202e8060f33cc1835672cb8826c68bc8a4136c8cc5a3f57952350"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.11171",
    "kind": "arxiv",
    "version": 5
  }
}