{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:WCQDNNPBIPVQRIVSZJK2KO64P7","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"be9e5da5d2c4ea5f9cc28d81d54268048726f204786e79d1b138fb7ae70bce63","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SP","submitted_at":"2024-09-20T02:47:05Z","title_canon_sha256":"c449a77c464a849fde215e90bfe3658e89e891e544127277b09d8519679810d9"},"schema_version":"1.0","source":{"id":"2409.13167","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.13167","created_at":"2026-07-05T09:09:30Z"},{"alias_kind":"arxiv_version","alias_value":"2409.13167v1","created_at":"2026-07-05T09:09:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.13167","created_at":"2026-07-05T09:09:30Z"},{"alias_kind":"pith_short_12","alias_value":"WCQDNNPBIPVQ","created_at":"2026-07-05T09:09:30Z"},{"alias_kind":"pith_short_16","alias_value":"WCQDNNPBIPVQRIVS","created_at":"2026-07-05T09:09:30Z"},{"alias_kind":"pith_short_8","alias_value":"WCQDNNPB","created_at":"2026-07-05T09:09:30Z"}],"graph_snapshots":[{"event_id":"sha256:c65ed51b9904f50c926d354e5266691ba400cdf2453ccb9c436fe0c39e45ac27","target":"graph","created_at":"2026-07-05T09:09:30Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2409.13167/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Continuous, long-term monitoring of hazardous, noxious, explosive, and flammable gases in industrial environments using electronic nose (E-nose) systems faces the significant challenge of reduced gas identification accuracy due to time-varying drift in gas sensors. To address this issue, we propose a novel unsupervised attention-based multi-source domain shared-private feature fusion adaptation (AMDS-PFFA) framework for gas identification with drift compensation in E-nose systems. The AMDS-PFFA model effectively leverages labeled data from multiple source domains collected during the initial s","authors_text":"Qi Jie Wang, Shuhao Hu, Wenwen Zhang, Yuanjin Zheng, Zhengyuan Zhang, Zhiping Lin","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SP","submitted_at":"2024-09-20T02:47:05Z","title":"Unsupervised Attention-Based Multi-Source Domain Adaptation Framework for Drift Compensation in Electronic Nose Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.13167","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:64e8652a28701f79ac941878bd6c30f28651a3553b78abba125dbb4f3d28e7e2","target":"record","created_at":"2026-07-05T09:09:30Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"be9e5da5d2c4ea5f9cc28d81d54268048726f204786e79d1b138fb7ae70bce63","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SP","submitted_at":"2024-09-20T02:47:05Z","title_canon_sha256":"c449a77c464a849fde215e90bfe3658e89e891e544127277b09d8519679810d9"},"schema_version":"1.0","source":{"id":"2409.13167","kind":"arxiv","version":1}},"canonical_sha256":"b0a036b5e143eb08a2b2ca55a53bdc7fe2ddac7417bc050714ea2480d3a8408b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b0a036b5e143eb08a2b2ca55a53bdc7fe2ddac7417bc050714ea2480d3a8408b","first_computed_at":"2026-07-05T09:09:30.405694Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:09:30.405694Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"XBoonSuAJQZuV5WUa7H42nVjT0hjgwoOxxX89ZDunHylbkGYOIbd6ZqFNA5mfnpBXTZaD+O7eBVjDO52u8l2Dw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:09:30.406195Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.13167","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:64e8652a28701f79ac941878bd6c30f28651a3553b78abba125dbb4f3d28e7e2","sha256:c65ed51b9904f50c926d354e5266691ba400cdf2453ccb9c436fe0c39e45ac27"],"state_sha256":"89bcca6729deb982b692f3ce21ccbbd1298e35a0c01f42b718e29adedc1c1667"}