Pith Number

pith:ONOSD3DR

pith:2022:ONOSD3DRQSZFZVA4JAQLT5B4PL

not attested not anchored not stored refs pending

A Prospective Approach for Human-to-Human Interaction Recognition from Wi-Fi Channel Data using Attention Bidirectional Gated Recurrent Neural Network with GUI Application Implementation

Abdullah Bin Shams, Md. Mohi Uddin Khan, Md. Mohsin Sarker Raihan

arxiv:2202.08146 v4 · 2022-02-16 · cs.LG · cs.AI · eess.SP · stat.ML

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\usepackage{pith}
\pithnumber{ONOSD3DRQSZFZVA4JAQLT5B4PL}

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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

Binary Contact Sensing for Sitting Posture Recognition Without Pressure Sensors

Receipt and verification

First computed	2026-07-05T06:08:03.547194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

735d21ec7184b25cd41c4820b9f43c7af9a8492f1fc91850f4d8db142671f358

Aliases

arxiv: 2202.08146 · arxiv_version: 2202.08146v4 · doi: 10.48550/arxiv.2202.08146 · pith_short_12: ONOSD3DRQSZF · pith_short_16: ONOSD3DRQSZFZVA4 · pith_short_8: ONOSD3DR

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/ONOSD3DRQSZFZVA4JAQLT5B4PL \
  | 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: 735d21ec7184b25cd41c4820b9f43c7af9a8492f1fc91850f4d8db142671f358

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "021f29c8d116eb59023f6713a6b064964fd445a6e25ee6fe94c676d8951f28ae",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-16T15:40:52Z",
    "title_canon_sha256": "4cb3867da1eab1ce95861252899534f9e96c22e2f1e5146f76561d3f8c711296"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.08146",
    "kind": "arxiv",
    "version": 4
  }
}