Pith Number

pith:DJBAPAPT

pith:2019:DJBAPAPTZYJ3UJTW2NBTFR5BJU

not attested not anchored not stored refs pending

On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression

Chin-Teng Lin, Dongrui Wu, Jian Huang, Zhigang Zeng

arxiv:1903.10572 v2 · 2019-03-25 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{DJBAPAPTZYJ3UJTW2NBTFR5BJU}

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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

Optimize TSK Fuzzy Systems for Classification Problems: Mini-Batch Gradient Descent with Uniform Regularization and Batch Normalization

Receipt and verification

First computed	2026-05-17T23:40:43.328598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a420781f3ce13ba2676d34332c7a14d162684dd0c20a9831188884101a309c9

Aliases

arxiv: 1903.10572 · arxiv_version: 1903.10572v2 · doi: 10.48550/arxiv.1903.10572 · pith_short_12: DJBAPAPTZYJ3 · pith_short_16: DJBAPAPTZYJ3UJTW · pith_short_8: DJBAPAPT

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/DJBAPAPTZYJ3UJTW2NBTFR5BJU \
  | 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: 1a420781f3ce13ba2676d34332c7a14d162684dd0c20a9831188884101a309c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9650fcd99f9fabd6d8d6ed2a9c28168cb39fdd13683ba8dfe42de5ad23da58dc",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-25T19:52:17Z",
    "title_canon_sha256": "ac2ab606b2af833e2360629eebff2ac128ae628d65ad6ec89b35b36e745cdd3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.10572",
    "kind": "arxiv",
    "version": 2
  }
}