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Paper Citation Record · LEDGER

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity

As of 9 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2506.05880.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.05880 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:17:25.379952Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

  • verified exact9
  • verified fuzzy7
  • unresolved43
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e80ee47-ab3f-4bd4-a7e4-b609f6a6f62f · outbound

This paper cites Angelis, Christos Timplalexis, Athanasios I.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Angelis, Christos Timplalexis, Athanasios I

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.073936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.073936Z digest=sha256:3e5d5eba278fa2c14ace0fb7cd8fec1295af60c41918c12a27d50b3138088fb4

Observation a19c542c-0939-4257-8b28-f3cf75b6e50f · outbound

This paper cites Carrie Armel, Abhay Gupta, Gireesh Shrimali, and Adrian Albert.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Carrie Armel, Abhay Gupta, Gireesh Shrimali, and Adrian Albert

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.079479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.079479Z digest=sha256:281e6f2c103e23de18ea3114b93206d22e44600314ff24b027f6c7329f009f12

Observation a6997e39-4e33-4614-80ef-b185817eaa83 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.691171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.084338Z digest=sha256:0a1fc6978c7014a22b6c79f4f027af06eafec5957995eae3777f5e0333925cc4

Observation f812e001-cf34-4f58-b849-bf0c2fe3b9d1 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.676284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.090324Z digest=sha256:a13eaed1b8389c92c329b963eaec9644f84e67375fcd8969421b734ba28b8584

Observation 7e913a0b-3381-4480-a516-78d7ca863ccd · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 5

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T10:17:27.194388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.094721Z digest=sha256:1054989b0dda0d44bf956e01ec9033f6facde3a8e5e8bcd8524ef48c96028fce

Observation 10689791-c833-43c7-a713-70256d37c3c1 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.099397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.099397Z digest=sha256:bc9f0fe5f6d5b703a5f73e62d28e03d3eff29dca6893260c45506eab93d6021a

Observation 8f0c2138-94dc-40fc-b127-90e0a4348876 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T10:17:27.045631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.105784Z digest=sha256:f8e81e7a5eb2ccb738101d1d0c7f0e95211d181b72770021ab9f444e2630d690

Observation dffc6b81-ee08-4d51-917f-34e3cc853807 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 8

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T10:17:26.949726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.109968Z digest=sha256:60c2fbcdc34576ccb4cc60f2b4bdb35b6b17705400848f4227b101d402e183f3

Observation 66c1ca58-496d-4bd3-b201-b89f012be3e3 · outbound

This paper cites ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.114203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.114203Z digest=sha256:0c99adc2cd1ce81c2603e8788dedff1ba4b3b8aeb94f72bd5a16327d6c5f06ff

Observation d9f17c7a-8110-41a1-91e8-91c84f7f894a · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.661864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.118672Z digest=sha256:ec4dd3b3466893f7285a3805c1ef2bebf0660699a5dc9f5faa1f84bec140bf63

Observation 6fda4e8c-873e-4a18-8ebe-2db9f6868562 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.646997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.122954Z digest=sha256:6a5b6128dcf7071e549e1298aaadd78ff3108a30d0b5cf52774efe4d0e698953

Observation ca88132c-74a9-4851-9197-61ce1f35c734 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.632633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.127336Z digest=sha256:0b0ac7c8102c84637f45cbd444c6e23f589e2d7d60417774c89403d399f0d58c

Observation 307af570-258a-4943-9d23-5adb4f6fdc27 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.617718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.131253Z digest=sha256:452b2349b154ff62739cf47742701c110e2a32bc7fcd9aac617eafa845fdd485

Observation b11c9af6-cbf7-462a-a871-3ee37ed0ea24 · outbound

This paper cites French Patent FR1451531, 2014.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity French Patent FR1451531, 2014

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:17:27.601908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.135723Z digest=sha256:3e7069d4484f04cf3368518417fef50ec4938566d112cc291f00d2e8729c371b

Observation 7d59fb4d-7392-4d59-bd85-5105ec1c8ebf · outbound

This paper cites French Patent FR3017975, 2016.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity French Patent FR3017975, 2016

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:17:27.586152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.140958Z digest=sha256:1b812e602e0b1ca30bdfc2b03ab6c3900e9a84284d9d8c8394444cf7b9bc0cbe

Observation 6b4d6d2d-e35a-48a8-8c50-e7eaf18ad4e4 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.570773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.145459Z digest=sha256:7e70a1b59b830955858967376c5147dffb5312552c8980625f5a4059a45e1c30

Observation 52348a67-2198-4df3-8213-a96210625472 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 17

Resolution
verified exact
doi, observed 2026-08-07T10:17:25.638791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.149894Z digest=sha256:583f3d4e93d8ecbc98836a7bb66956c22c51614d4ee0150eb33b421d75fbc02c

Observation ce0a54ff-8034-4e63-9d8f-95a9b3bcb635 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 18

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T10:17:26.850100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.153932Z digest=sha256:c580494ff293407ba6df3b60db429c19db50e63f1d1ddbdff5147dea21ed7fb3

Observation 46afb1c4-8e35-4b55-809f-1b1d93c10bcc · outbound

This paper cites Schmidt, Jonathan Weber, Geoffrey I.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Schmidt, Jonathan Weber, Geoffrey I

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.158540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.158540Z digest=sha256:dc71705b954428eacd766958434ea596590260651b9bdba49307f8d0e5968b90

Observation e463b3b6-f914-48d0-af68-e67adc918485 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.554837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.162821Z digest=sha256:a869a75ebb9be6ad189a4edcd42c977afa8df9b1d818c6925cafb419ea42932f

Observation 2822cd47-d713-4c15-b533-810a15e7e39c · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.538772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.167126Z digest=sha256:070e871b22391127566b9cbddf18381ab9b73d59edc64f7696c24c172ec80e5a

Observation 6955a73a-bda0-4335-a0c6-1b5ee4e01941 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.523835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.171101Z digest=sha256:3dc6346fea4d84ac7ce4cb59f12b5a9e6866d312419e49bd2a3ff5d506fe469e

Observation cd4715fe-33ab-4043-a48e-94448e3a338c · outbound

This paper cites Green, Aaron W.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Green, Aaron W

Reference 23

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T10:17:26.775544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.179370Z digest=sha256:d20b965c785dc7aac46f7f399bc1d7d805f81f8fb42fb6c53d1fa05d58bd9e7a

Observation 930cb488-4ee6-480b-8ccd-02b58627eab4 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.183245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.183245Z digest=sha256:cdaae23f0268a132b17925256e6b505283465bb0ed56294170ab4303c72c703c

Observation 9c7a60f2-4db7-492c-a953-bd4d34dd8d94 · outbound

This paper cites Deep Residual Learning for Image Recognition.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Deep Residual Learning for Image Recognition

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.187236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.187236Z digest=sha256:5aa9316bee3f87ec2c6d1a609db9db007ac4110729adadbb6aa51a377eb67469

Observation 8b8e8fa4-69a7-42c7-87e7-7b139b56a4ef · outbound

This paper cites Gaussian Error Linear Units (GELUs).

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Gaussian Error Linear Units (GELUs)

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.192105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.192105Z digest=sha256:d86ed811515eb0d9c139a04df2e554fa7e227e35de1b38ff0131f190b303232f

Observation 02746236-c543-4ef9-bd93-30fb2c1c0423 · outbound

This paper cites SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.197051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.197051Z digest=sha256:3bc30237a478089ac7f939ec7926802fc74552ad21a6418330ca534baa215376

Observation 2a5390e3-bec2-4733-9090-de2cf812f383 · outbound

This paper cites Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.202366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.202366Z digest=sha256:b97f1e45ff1e0bf7ab4b699e05cfe6fade13289c679a46f5b7a0fcbb221999b7

Observation b5b64b08-ccc0-4304-a9c8-5693cb61559d · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 29

Resolution
verified exact
doi, observed 2026-08-07T10:17:25.544654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.207016Z digest=sha256:4cf31a06695353d2cf2ed60f349efe5cd6fb39a9ea6aa73ccafbc4f8c0f5ad74

Observation e2224905-4667-473e-970b-902c77353ad5 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 30

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T10:17:26.654348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.211019Z digest=sha256:4de65a466e3e3fac69d8eabdc36cb3fdb7b24e0aaccbd2ce5a383a7b88ad4c7e

Observation 1d533bcf-6dc2-4093-af77-0b990903ed30 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 31

Resolution
verified exact
doi, observed 2026-08-07T10:17:25.528735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.214797Z digest=sha256:3e08f822e3bc751d8db95e60fef799707872eafa1397db4a904f06fc0c035dbc

Observation 6b535d1c-6593-420e-9cb1-263d52482e2e · outbound

This paper cites Arlitt, Geoff Lyon, and Jiawei Han.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Arlitt, Geoff Lyon, and Jiawei Han

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:17:27.492759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.218895Z digest=sha256:d5512f702c9a5e946c235da30b3f6bd2ae4d85c4a28f72af420a0af76643b808

Observation 75fcb6a9-ac53-4a4f-bb31-fd9766386b4f · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.227526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.227526Z digest=sha256:f61d26c44f98bc675bce88b82a4e71cab444b3cdaed05f8efb1db01c382cc1e0

Observation 5082139c-2d6b-4b0b-ba62-5a8904a7be71 · outbound

This paper cites Zico Kolter.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Zico Kolter

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:17:27.451283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.232783Z digest=sha256:976be8beb166b43b888d91359e5e30c886c9df64c8121dd5b5dacd65ea994c4a

Observation 597e85bb-b8bb-4746-9633-9fc85675f72f · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 35

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T10:17:26.563979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.236659Z digest=sha256:49241781b7b26a7c884a011da9d902411c260188b4733da092a665b8450f4dd1

Observation 12188697-2279-4e6c-bc79-375129950bf9 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.436856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.240724Z digest=sha256:a9cd3c657ae664d2d39971429550d6b3b9f09abe1f59807da46d85a141d7681e

Observation f59a94c9-63f2-4545-a4ab-09e4e6da0805 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 37

Resolution
verified exact
doi, observed 2026-08-07T10:17:25.513644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.244915Z digest=sha256:98b921dd689cb34a01e947fe3ce7189db9eca520cfa2ce3532d13d4a4a247e8b

Observation 0d3e4b97-fdab-4645-81bf-b4d2eb6774f0 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 38

Resolution
verified exact
doi, observed 2026-08-07T10:17:25.498914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.249023Z digest=sha256:460e3ee952dcc559965f99d6e0884b4ef1dc62d436b03023e89e408adb49793e

Observation b090152f-d445-439d-94fe-4fba54bd6120 · outbound

This paper cites Petersen, Ryan Butner, and Erica M.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Petersen, Ryan Butner, and Erica M

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:17:27.421168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.252869Z digest=sha256:fcb5fe763ab60feb380ec31f9bf5251f1c8ef9dd72d35254954bd533c02cc1a7

Observation 10eae60b-bfb1-4e1e-9359-d041b3bf2143 · outbound

This paper cites aeon: a Python toolkit for learning from time series.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity aeon: a Python toolkit for learning from time series

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.258506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.258506Z digest=sha256:9b44b850a895e04f597fead63a3778e0ddb7a03b3632f6ce7fd001241c5a1ff8

Observation efb7688a-66c9-4563-be89-c6355215c8ad · outbound

This paper cites Kumar Venayagamoorthy.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Kumar Venayagamoorthy

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.263278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.263278Z digest=sha256:5dbe56c82b0bfd6081d6fff9852b644a4f16e75afeaee591a797230238b1c734

Observation 56de6443-5b50-4c62-9c86-9a0d47983769 · outbound

This paper cites Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.267209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.267209Z digest=sha256:6bf6658b7629ae450c1342adf4d4304797e282eacbfb1509b9f2077265f0b514

Observation b3756d93-0a74-4a4b-96f2-301f48ccffdd · outbound

This paper cites Martinez, Daniel de Oliveira, Geraldo Zimbrão, Gisele Lobo Pappa, and Marta Mattoso.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Martinez, Daniel de Oliveira, Geraldo Zimbrão, Gisele Lobo Pappa, and Marta Mattoso

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:17:27.396075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.271246Z digest=sha256:e9eddede756de680cc99717501add5cd9a36a83a3f5a35296a2cfcfb09dc4921

Observation e3982375-d06e-411c-999f-2e568dc49159 · outbound

This paper cites An Introduction to Convolutional Neural Networks.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity An Introduction to Convolutional Neural Networks

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.276010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.276010Z digest=sha256:56dea44477ff0f0951ca24f742086226811096a2fa2348a08dc357b075daf528

Observation 58ca15c7-4f72-40ef-9567-39c5a0cb9c49 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.281011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.281011Z digest=sha256:bb405bd8de7b6a04e5fba042c62af2a050b13e29f2c0b5e33bea54f1309b337d

Observation c9e6dd2b-1c54-4d6c-b8c5-4458f6c8c9cd · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.370043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.285244Z digest=sha256:26ae407ef9cb951456fbdd77d01543df80b415a424c3089a2e58927605a0ad0a

Observation 6ccc58a6-1103-45f6-8e8b-ac56c2c96837 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.293058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.293058Z digest=sha256:f9d6d9976fe716401190443d7663ea42275e3ce872528e68689190b85af52e5b

Observation fb18fccc-914d-46a1-95b3-9e34cd7dd6da · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 49

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T10:17:26.302950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.297181Z digest=sha256:c47f979f3a27d86196e62350e2bd12758b449f4bfb36796fe6e2110719f8f66f

Observation b7fa750a-ebf7-45cd-a750-9cb78511bd8c · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.301222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.301222Z digest=sha256:1591e698504c7c9a960ebf99c0f7523647b0b13f265aa86ab9a28b34b5b82150

Observation 6039b40c-9247-4257-8bbc-8c8f56161081 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 51

Resolution
verified exact
doi, observed 2026-08-07T10:17:25.483405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.305152Z digest=sha256:72525deed912ccd4faca884ea55082ee63e34868bfabcd584f3dc204bad33823

Observation 1a85f6af-e12f-4a89-a377-b9485ef0dc24 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 52

Resolution
malformed identifier
no resolver link, observed 2026-08-07T10:17:25.309137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.309137Z digest=sha256:601ff428e3d2522ecd17c4c3e0b37abca04da0674beabac5980a74a0987de9e7

Observation 88ef0e0c-d872-44b6-9bd4-244e7cd7d113 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.313255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.313255Z digest=sha256:c824209b3c4b7a96c6802a590f0f42c9490a981cc5549c75d6c0b713b31d3e91

Observation 5d7d7f49-2594-45c5-88cd-cb0c7d972299 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 54

Resolution
verified exact
doi, observed 2026-08-07T10:17:25.468999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.317097Z digest=sha256:06caf61e91085210182d8ae98dfae38262ffba1f4f9ccd39c53e2835a601fb84

Observation ea934fc9-bbae-4474-be4d-b402de7b6170 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.340367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.321735Z digest=sha256:60b6633409e295dbea749a541455b6b6d9d5391bb75e1310fd5a8f6f5dd90d47

Observation 0b8841c3-2e9d-481f-8cc5-5557b3e579c4 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.323221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.330251Z digest=sha256:b0a9790b9d22ca04dfcb23adfe97fdcf6c61ce0b62acca1dea28587ee7947d8a

Observation f0737448-a104-49d3-91d2-330a54980be5 · outbound

This paper cites Sastry Varanasi and Sri Phani Krishna Karri.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Sastry Varanasi and Sri Phani Krishna Karri

Reference 57

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T10:17:26.091815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.338269Z digest=sha256:c60f9d32ecf37bc5299ef18d2082f353f24fabec54ece6672ee4b88334d4d44c

Observation 1ca61bcc-ea01-426f-965a-c68f7876fdf9 · outbound

This paper cites Attention Is All You Need.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Attention Is All You Need

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.342697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.342697Z digest=sha256:69a59209a20561ee71b100133a91ed1c732da81e41254fba61d0e2d9b9f966bc

Observation 46155022-2881-46ee-a8fc-3e48d826af29 · outbound

This paper cites Mark Nelms.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Mark Nelms

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.346900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.346900Z digest=sha256:21eb24f3dbb08f2939c24edcc23ff630b3b90eb7eba11f41544a308bb6604952

Observation f87acd0e-f8fc-4674-99a7-b3b4eda9c2e1 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 60

Resolution
verified exact
doi, observed 2026-08-07T10:17:25.434224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.350627Z digest=sha256:aafdd8fea49c8d8d79eebc7526948c197af1ab4a91b072c149b00b9360d96ec0

Observation e2668288-14a9-4797-b296-43b2008d141c · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.305096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.354826Z digest=sha256:4bdbcb60b4347f4dea840c65fb4001cb24b659c399e51ff3d45d05d604f18510

Observation 4dcdf7f5-0557-4656-b95d-d44aa3458e71 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.363951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.363951Z digest=sha256:c881d31bcb2dee66f6b562e0bab157a2af16aea9b8d395255c0151fc1a5a6e15

Observation 362429e1-81a5-4c36-8fa1-221e74bc5c37 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.290719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.367731Z digest=sha256:dbca5d7bb0a416586596fa25add730ee93f1fd0c436eb5131bf70bc54ce88121

Observation 8a2d7c11-e35f-48c1-b3a2-c2306e67530a · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 64

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T10:17:25.741322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.371676Z digest=sha256:1882f1e10a736a7aa595be0777122d5db79bf177b9c72eb5cebbb78a1eb2836c

Observation 7ca26113-f4e2-4211-83a0-eb7a64d72930 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.275405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.375848Z digest=sha256:a09d96da4acd428a8af28fa7e1a62ec0c018a79029d53b435514024a880e8d93

Observation d5aecba8-764e-4fd8-b476-de019c4d4657 · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 66

Resolution
verified exact
doi, observed 2026-08-07T10:17:25.419902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.379952Z digest=sha256:8eff66e2d41e637b479e8dee804f1d5b276a4c6369f8734476523954f77f6dbb

Observation b557611a-0e10-48c4-a26a-33f673a9971e · outbound

This paper cites an unresolved cited work.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work

Reference 2011

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:17:27.477231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.223009Z digest=sha256:e1f205c56af8d437e80d0f19c37c57af44e5acc8b9aefa9bdd634cd758fb8afd

Observation f0a82318-5e54-4580-8bd8-b17ea51805b7 · outbound

This paper cites In Proceedings of the 5th International Workshop on Non-Intrusive Load Monitoring (Virtual Event, Japan) (NILM’20).

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity In Proceedings of the 5th International Workshop on Non-Intrusive Load Monitoring (Virtual Event, Japan) (NILM’20)

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.359623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.359623Z digest=sha256:8da205f90db3843d3f58f2cb8ed79157659d0c2d85f9f9cdddff812d9d9e950c

Observation 3efe5d56-3f45-48ac-8378-120a40681ab8 · outbound

This paper cites Data Mining and Knowledge Discovery 35, 3 (5 2021), 1032–1060.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Data Mining and Knowledge Discovery 35, 3 (5 2021), 1032–1060

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.334155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.334155Z digest=sha256:ae7f499060888ab4886b08abefa168faaebe5ce7efb0fc53620514571c23aa55

Observation ccb1dd63-014c-4c03-afa8-53049104d98d · outbound

This paper cites Sensors 22, 8 (2022).

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Sensors 22, 8 (2022)

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:25.326085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:25.326085Z digest=sha256:7fa1a58974b0542320338488882d9a3e3c87a00ed87f58c2e258ac611f622451

Observation eba4e1fe-1743-4f5b-ac3a-5e441ab3dd43 · outbound

This paper cites Data Mining and Knowledge Discovery 38, 1 (2024), 22–48.

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Data Mining and Knowledge Discovery 38, 1 (2024), 22–48

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:17:27.507832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T10:17:25.175448Z digest=sha256:a0bef479163feacfc0baafb961ddf3365055f6d38c864464c88ee65dda282996

Pith citing papers

No inbound Pith citation observations are available.