Pith Number

pith:TN74ZP2T

pith:2020:TN74ZP2T24554QAUNCBDZWG5PT

not attested not anchored not stored refs pending

Imputation of Missing Data with Class Imbalance using Conditional Generative Adversarial Networks

Ferdous Sohel, Frank M Sanfilippo, Girish Dwivedi, Mohammed Bennamoun, Saqib Ejaz Awan

arxiv:2012.00220 v1 · 2020-12-01 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TN74ZP2T24554QAUNCBDZWG5PT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Quantitative evaluation of regulatory policies for reducing deforestation using the bent-cable regression model

Receipt and verification

First computed	2026-07-05T01:55:33.732570Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b7fccbf53d73bde401468823cd8dd7cd7636517ad00cb4c56edd277493f9ee9

Aliases

arxiv: 2012.00220 · arxiv_version: 2012.00220v1 · doi: 10.48550/arxiv.2012.00220 · pith_short_12: TN74ZP2T2455 · pith_short_16: TN74ZP2T24554QAU · pith_short_8: TN74ZP2T

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/TN74ZP2T24554QAUNCBDZWG5PT \
  | 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: 9b7fccbf53d73bde401468823cd8dd7cd7636517ad00cb4c56edd277493f9ee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ca45e1411008043709177bbec3f686d574ae54a5ca060d85e811956ba1af1cb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-01T02:26:54Z",
    "title_canon_sha256": "f674affe353c413865296bb81787da9d1b39b62b0fa88f7ddcf0e0ca4c8d586b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.00220",
    "kind": "arxiv",
    "version": 1
  }
}